From a73653c80805e8220c4eb7e45e44dcf795a6c1db Mon Sep 17 00:00:00 2001 From: Travis CI Date: Tue, 27 Jun 2017 05:07:18 +0000 Subject: [PATCH] Deploy to GitHub Pages: 718eff9b905629578436053a242a5913f82c7000 --- develop/doc/_sources/design/scope.md.txt | 124 +++++++ develop/doc/design/scope.html | 360 +++++++++++++++++++ develop/doc/objects.inv | Bin 2315 -> 2334 bytes develop/doc/searchindex.js | 2 +- develop/doc_cn/_sources/design/scope.md.txt | 124 +++++++ develop/doc_cn/design/scope.html | 366 ++++++++++++++++++++ develop/doc_cn/objects.inv | Bin 2798 -> 2819 bytes develop/doc_cn/searchindex.js | 2 +- 8 files changed, 976 insertions(+), 2 deletions(-) create mode 100644 develop/doc/_sources/design/scope.md.txt create mode 100644 develop/doc/design/scope.html create mode 100644 develop/doc_cn/_sources/design/scope.md.txt create mode 100644 develop/doc_cn/design/scope.html diff --git a/develop/doc/_sources/design/scope.md.txt b/develop/doc/_sources/design/scope.md.txt new file mode 100644 index 00000000000..2ff416f06e8 --- /dev/null +++ b/develop/doc/_sources/design/scope.md.txt @@ -0,0 +1,124 @@ +# Design of Scope in Paddle + +## Overview + +Scope is an important concept in programming languages, which defines a program region that a set of bindings between names and entities applies. In a specific scope, a valid name is uniquely associated with an entity, such as a variable. And in another scope, this name may refer to other entity or nothing at all. It clearly restricts the visibility and validity of names in a program. Hence **Scope** is introduced to PaddlePaddle to manage variables in context. But different from the original abstract concept, Scope now becomes an object with two important attributes: + +- Scope is an association of a name to variable. +- Variables in a parent scope can be retrieved from local scope. + +A detailed explanation of these two attributes goes as following. + + +## Scope is an association of a name to variable. + +Scope is an association of a name to variable. All variables belong to `Scope`. You need to specify a scope to run a Net, i.e., `net.Run(&scope)`. One net can run in different scopes and update different variable in the scope. + + +1. Scope only contains a map of a name to variable. + + All parameters, data, states in a Net should be variables and stored inside a scope. Each op should get inputs and outputs to do computation from a scope, such as data buffer, state(momentum) etc. + +1. Variable can only be created by Scope and a variable can only be got from Scope. User cannot create or get a variable outside a scope. This is a constraints of our framework, and will keep our framework simple and clear. + +1. Scope only contains methods that are used to Create and Get Variables. Scope do not contain Operators and have no information to run them. + `Net` is designed to drive the computation and Scope only contains a map of variables. There is no computation logic inside a `Scope`. Scope just handles the lifetime management of variables. + - `Create` is used to create a Variable by its name and add the mapping relation. + - `Get` is used to find a Variable by name. + +1. Every variable only belongs to one certain Scope. + + Variable can not belong to many scopes. If you want to use variables from parent scope, you can use `parent scope`. + +1. Scope should destruct all Variables inside it when itself is destructed. User can never store `Variable` pointer somewhere else. + + Because Variable can only be got from Scope. When destroying Scope, we also need to destroy all the Variables in it. If user store `Variable` pointer to private data member or some global variable, the pointer will be a invalid pointer when associated `Scope` is destroyed. + +```cpp +class Scope { + public: + Variable* CreateVariable(const std::string& name); + const Variable* GetVariable(const std::string& name) const; + + private: + std::unordered_map> vars_; +}; +``` + + +## Parent scope and local scope + +Just like [scope](https://en.wikipedia.org/wiki/Scope_(computer_science)) in programming languages, `Scope` in the neural network can also be a local scope. There are two attributes about local scope. + +1. We can create local variables in a local scope. When that local scope are destroyed, all local variables should also be destroyed. +2. Variables in a parent scope can be retrieved from local scopes of that parent scope, i.e., when user get a variable from a scope, it will try to search this variable in current scope. If there is no such variable in the local scope, `scope` will keep searching from its parent, until the variable is found or there is no parent. + +```cpp +class Scope { + public: + Scope(const std::shared_ptr& scope): parent_(scope) {} + + Variable* GetVariable(const std::string& name) const { + Variable* var = GetVarLocally(name); + if (var != nullptr) { + return var; + } else if (parent_ != nullptr) { + return parent_->GetVariable(name); + } else { + return nullptr; + } + } + + private: + std::shared_ptr parent_ {nullptr}; +}; +``` + +In `Scope` class, there is a private data member called `parent_`. `parent_` is a smart pointer to its parent scope. When user `Get` a variable by its `name`, the `name` will be searched inside the current scope. If the variable cannot be found locally and parent scope is not a `nullptr`, the variable will be searched inside that parent scope. `parent_` pointer's default value is `nullptr`. It means that the scope is a global scope when `parent_` is nullptr. + +A local scope is very useful when we implement Recurrent Neural Network. Each timestep of an RNN should be a `Net`. Each `Net` of timestep (`StepNet` for short) should use an independent local scope. Just like variables in a while loop is inside a local scope in programming languages. By using a single `StepNet` and changing local scope, we can implement an RNN easily. + +# Interface Design + +```cpp +class Variable { + private: + Variable() = default; + friend class Scope; +}; + +class Scope { + private: + Scope(const std::shared_ptr& parent = nullptr); + + public: + static std::shared_ptr Create(const std::shared_ptr& parent = nullptr); + + // return nullptr if not found. + Variable* GetVariable(const std::string& name) const; + + // return Error if already contains same name variable. + Error CreateVariable(const std::string& name); + + private: + std::shared_ptr parent_; + std::unordered_map> vars_; +}; +``` +## Only scope can create a variable + +To ensure `only scope can create a variable`, we should mark `Variable`'s constructor as a private member function, and Scope is a friend class of Variable. And then only `CreateVariable` can construct `Variable`. + +## When scope destroyed, all variables inside this scope should be destroyed together + +The scope hold unique pointers for all variables. User can `GetVariable` from scope, but he should not hold this pointer as a member variable. Because when scope is destroyed, all variables inside this scope will be destroyed together. + +## Sharing a parent scope + +Local scope contains a `parent_` pointer. It is a linked-list for scopes. Using a `shared_ptr` because when a local scope is using, its parents cannot be destroyed. + +Also, as the parent scope is a `shared_ptr`, we can only `Create()` a scope shared pointer. We cannot construct a scope variable, because it cannot be passed to other scope as `parent` pointer. + +## Orthogonal interface + +`GetVariable` will return `nullptr` when `name` is not found. It can be used as `Contains` method. `CreateVariable` will return a `Error` when there is a name conflict locally. Combine `GetVariable` and `CreateVariable`, we can implement `CreateOrGetVariable` easily. diff --git a/develop/doc/design/scope.html b/develop/doc/design/scope.html new file mode 100644 index 00000000000..23ecc714b3d --- /dev/null +++ b/develop/doc/design/scope.html @@ -0,0 +1,360 @@ + + + + + + + + + + + Design of Scope in Paddle — PaddlePaddle documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ Folk me on Github +
+ + English + + + + +
+ +
+
+ + + + +
+
+ + + +
+
+
+
+
+ +
+ + + + +
+ + + + + + + + + + + +
+
    + +
  • Design of Scope in Paddle
    • +
+
+ +
+
+
+
+ +
+

Design of Scope in Paddle

+
+

Overview

+

Scope is an important concept in programming languages, which defines a program region that a set of bindings between names and entities applies. In a specific scope, a valid name is uniquely associated with an entity, such as a variable. And in another scope, this name may refer to other entity or nothing at all. It clearly restricts the visibility and validity of names in a program. Hence Scope is introduced to PaddlePaddle to manage variables in context. But different from the original abstract concept, Scope now becomes an object with two important attributes:

+
    +
  • Scope is an association of a name to variable.
    • +
  • Variables in a parent scope can be retrieved from local scope.
    • +
+

A detailed explanation of these two attributes goes as following.

+
+
+

Scope is an association of a name to variable.

+

Scope is an association of a name to variable. All variables belong to Scope. You need to specify a scope to run a Net, i.e., net.Run(&scope). One net can run in different scopes and update different variable in the scope.

+
    +

  1. Scope only contains a map of a name to variable.

    +

    All parameters, data, states in a Net should be variables and stored inside a scope. Each op should get inputs and outputs to do computation from a scope, such as data buffer, state(momentum) etc.

    +
    2. +

  2. Variable can only be created by Scope and a variable can only be got from Scope. User cannot create or get a variable outside a scope. This is a constraints of our framework, and will keep our framework simple and clear.

    +
    3. +

  3. Scope only contains methods that are used to Create and Get Variables. Scope do not contain Operators and have no information to run them. +Net is designed to drive the computation and Scope only contains a map of variables. There is no computation logic inside a Scope. Scope just handles the lifetime management of variables.

    +
      +
    • Create is used to create a Variable by its name and add the mapping relation.
      • +
    • Get is used to find a Variable by name.
      • +
    +
    4. +

  4. Every variable only belongs to one certain Scope.

    +

    Variable can not belong to many scopes. If you want to use variables from parent scope, you can use parent scope.

    +
    5. +

  5. Scope should destruct all Variables inside it when itself is destructed. User can never store Variable pointer somewhere else.

    +

    Because Variable can only be got from Scope. When destroying Scope, we also need to destroy all the Variables in it. If user store Variable pointer to private data member or some global variable, the pointer will be a invalid pointer when associated Scope is destroyed.

    +
    6. +
+
class Scope {
+ public:
+  Variable* CreateVariable(const std::string& name);
+  const Variable* GetVariable(const std::string& name) const;
+
+ private:
+    std::unordered_map<std::string, std::unique_ptr<Vairable>> vars_;
+};
+
+
+
+
+

Parent scope and local scope

+

Just like scope in programming languages, Scope in the neural network can also be a local scope. There are two attributes about local scope.

+
    +
  1. We can create local variables in a local scope. When that local scope are destroyed, all local variables should also be destroyed.
    2. +
  2. Variables in a parent scope can be retrieved from local scopes of that parent scope, i.e., when user get a variable from a scope, it will try to search this variable in current scope. If there is no such variable in the local scope, scope will keep searching from its parent, until the variable is found or there is no parent.
    3. +
+
class Scope {
+ public:
+  Scope(const std::shared_ptr<Scope>& scope): parent_(scope) {}
+
+  Variable* GetVariable(const std::string& name) const {
+    Variable* var = GetVarLocally(name);
+    if (var != nullptr) {
+      return var;
+    } else if (parent_ != nullptr) {
+      return parent_->GetVariable(name);
+    } else {
+      return nullptr;
+    }
+  }
+
+ private:
+  std::shared_ptr<Scope> parent_ {nullptr};
+};
+
+
+

In Scope class, there is a private data member called parent_. parent_ is a smart pointer to its parent scope. When user Get a variable by its name, the name will be searched inside the current scope. If the variable cannot be found locally and parent scope is not a nullptr, the variable will be searched inside that parent scope. parent_ pointer’s default value is nullptr. It means that the scope is a global scope when parent_ is nullptr.

+

A local scope is very useful when we implement Recurrent Neural Network. Each timestep of an RNN should be a Net. Each Net of timestep (StepNet for short) should use an independent local scope. Just like variables in a while loop is inside a local scope in programming languages. By using a single StepNet and changing local scope, we can implement an RNN easily.

+
+
+
+

Interface Design

+
class Variable {
+ private:
+  Variable() = default;
+  friend class Scope;
+};
+
+class Scope {
+ private:
+  Scope(const std::shared_ptr<Scope>& parent = nullptr);
+
+ public:
+  static std::shared_ptr<Scope> Create(const std::shared_ptr<Scope>& parent = nullptr);
+
+  // return nullptr if not found.
+  Variable* GetVariable(const std::string& name) const;
+
+  // return Error if already contains same name variable.
+  Error CreateVariable(const std::string& name);
+
+ private:
+  std::shared_ptr<Scope> parent_;
+  std::unordered_map<std::string, std::unique_ptr<Variable>> vars_;
+};
+
+
+
+

Only scope can create a variable

+

To ensure only scope can create a variable, we should mark Variable‘s constructor as a private member function, and Scope is a friend class of Variable. And then only CreateVariable can construct Variable.

+
+
+

When scope destroyed, all variables inside this scope should be destroyed together

+

The scope hold unique pointers for all variables. User can GetVariable from scope, but he should not hold this pointer as a member variable. Because when scope is destroyed, all variables inside this scope will be destroyed together.

+
+
+

Sharing a parent scope

+

Local scope contains a parent_ pointer. It is a linked-list for scopes. Using a shared_ptr because when a local scope is using, its parents cannot be destroyed.

+

Also, as the parent scope is a shared_ptr, we can only Create() a scope shared pointer. We cannot construct a scope variable, because it cannot be passed to other scope as parent pointer.

+
+
+

Orthogonal interface

+

GetVariable will return nullptr when name is not found. It can be used as Contains method. CreateVariable will return a Error when there is a name conflict locally. Combine GetVariable and CreateVariable, we can implement CreateOrGetVariable easily.

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

+ © Copyright 2016, PaddlePaddle developers. + +

+
+ Built with Sphinx using a theme provided by Read the Docs. + +
+ +
+
+ +
+ +
+ + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc/objects.inv b/develop/doc/objects.inv index 45a6b4949c6f135a14d7bc2786937d0165c9baae..36ebc059b574787fe255769f1bb7bc0d65c18f5c 100644 GIT binary patch delta 1966 zcmV;f2T}No5}p!})B|3=e393-e+5UA+kr8jR?kf`Ay@|u^ctry!wC@(oI_}%lR}UN z6ItN6z#?P3oo|EDtcTTegDl2N(&3lt))YtbYtuX>;wod89iEg3O>$zM8Z=ohXhMJ6 zw>qT_cVRoBQ(tz5_5t!D5Oxz zQ?pf=H{$fmN=ZuJ7(<|NKx83krp1e_*0q$HZmBw`WB@N}rVmy^Q@ z&j@%1=xG5D1SDeNX#t1oF5U|ARQ#X(l+-m3Z6)Q~;(nK4BjYJau&@&!aO`a|UJKJE z=NS@Dn`{zbMI${_o-+A8jn#HLQ@Q*x)N)rRWRW~^`dx8y8M&Hq7|L_tIZ zrg1=P^|4Jo&#pw~e-|9jh%XKDvSRZcrqzA{NKf~B7WIK@gMU0^G*=5-Te~^Wx^`xM26!0Y%B=OG= zhX==p4mJl$v!BDBPod67`^Wf_poiwrSF(q30VYguf9>=xm?;b^haaE=%1z-ORn?eV zD4dh%V-ve*MY%Z{NIo_OI{1`+UC+{rr?AN?|$ zl!{Xdr6*(}NMWpftvOIy=OJ_)>-L-L|J+=^T7UWb^{dxT_I%3aU+cSX2b-kyaHL;$ z$(|Ikps+orvjS{nrq^dc|APm9!Q z;^x)!n}2+E^Ze72l!sYP97L+!8at$xkpk1yfA9@vBz2SpWovo22VVgxxWEjSp+5ot z!a!FIu1mKbs9E4D3Lx#J1T&bj8H2IPO|)*UHejeS;7vkX9GjLY%aVX+1q(@s^iIa* z5EVkE7TJwPs+)KF0+N@Izs%!p9NDsT6fIOm4#4CUfKZ3s9)J2?MXP}|2kNHhLy7HH ze=8fFvClT7G%10rkNEqB6WXy#%ho3(cu`4#>4aR;lV&xyb&R} zzBBS!nmXA!fu;;RInlQ?+)WFA<<-Xy+!lHxVBg@CmJ4|nG5ca5GWWf8FW98ssuRA# zG;hpOaut{}YzuK6q1m1=3PdO5syw)Be{lO0+jIJh(NbyyDAoPu;!Vpk_lwQjt5fko;r;M)&gn9T~gH}Wpg zRtxj9foVafg^=g7!EFzjy9sw3P+bSn{=?>OvW&+G=dBWLN9JAdTOzKovV+IICdk5~s!9itm>rc-zVynD z>SvY$Y;}#qp_DOa-^xO_m9eV&f6rhPfQ671P#m!gaF4&9>y4z<#vZRpzi5VU0Y=ScDF%J5v3thC_RX(;mG#!ffmW zsv>w@3xb9b9F#eh$m(Z7^y5dvlb_TyXd+J~p{)Apl!khv=oalXF@=+af9SJB1#yi~ zQNao;_k6;uhi>^+oBA((zsWM>Xfv%B zHSe!w4;smyLB}1So7R0*=(rl(GGW!JqL17{mX~~GQ%&j|3wa4P*m-5TRd-p=w^+Aa z{s1Xc7u4A}UUJHN^;-=}AZ-IcLj!Q>s^64mW)b!-r8cw)J?KT7-i_RU0ZdOmaQ)fY A7XSbN delta 1947 zcmV;M2W0r35{nX$)C0)(eUaC;e=UwCw*zB5t)81?La+`R=rvAZh7%%SaSox4P6|O9 zOk{!M0*j3CcD@ZpvmRE@4YC+7NrzvmTT>j#uTArmh^vfUc6d@EG|7p1YS3i4pb7nL zmnRiO6P=ci4W>NHVw%p{c?`fzwtgr%=70g;gtVn}6o6*q0RP||=v5a|g2BcSy(6~ z8oN_*#drdux7^R~0oZG@Irex{G2rCmf~11tI8YPt!@A&Y=site_XtfhhQyqp4GJlg z^3ZKP7d|Lt9Dtwz%IV*ob&a5-jY%2ON8wh}Xij ziFt;^(0 z_;gNG6Kh0(IybHCqJXHUV$b!T+^EA8*D_Bj# z1`%ak$as1uK4~nYC8}s__88xtT-qw`lEkJ?=u>j1snv$+(`Kxv{9AICrsn@3Orjtn z0@FC4wffkmo@ZAgfAb5DXT+BVd0Daf4$~@M0MgU_o<)72+Tb4#8O_y3m!#kh#Algt zb``hNla!Mjp5}nk1omcYpU$0&^t!3RSYjgc6X9GIXe?b=xm?;b^haaE=%1z-ORn?eV zD4dh|fu1_xXMu`u%r*aLcPg zE22EdBAoZie_LoRe{=oz-M>GT+JCx!_tj^sw|`wdd$aoU^VR3STfO|kEt+8UzzJK} z<$gbUd#aCBH>_^i?bge+Z4ky3ioRY!8@{bLh5~Y5QytL>!)%GNY3;v2MS){?E4k{0}tR$9)fuI3@zEU%Xj=`BpnELW4*(d zU);QUe)EsdZk~TSn32?x(#zKJUJkwjQgDG8e{3Ot0^DJsGrsG>tOsf~r+R}BvQmN> z40p!BPniJg)+%{Ig#d2>+Tz%>Oj(u$JS$j8I;3|pE{CWPGAzh$G*aEX+ZT|$gxF&q zZ{x_8rK8}W>a7Dz9^ZvJsP_2N_bOTqtT|A(G#^TAw^}hNQc>Jx^jntY=9*BP!X$*3 zf3RAR>DEzVR?vvl{plI2J+eoKV>B8M&&P)c16{2~gyj0Z$7gBkWa|W)67J+g->`5u zE&P?&7CUfT=#7AV`&L>mjg=Kwx%MM)}e!JF1^Z3b55R5{FX8oLegk-Bzwu z)qe(~04yw70mTu^AQmh5)|Jubf2zZcZrrexAWwq4igIL{(K$4us(Eb42OE{@^3kLv z*97*XO;(x1W`sTRBx4aetnN4UFA@&z8BTlj>IjqA2~Yy5D3O z^0Y57{<>`U_^hFfFUF_mkB3L2n*GNG4KD*#S@m$akec_`vImW1&!FS}&Q0sS=5t)@ zZJDs@RMAInAParameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\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,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":28,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":25,"\u5206\u652f\u89c4\u8303":31,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u8003\u6587\u6863":25,"\u540d\u8bcd\u89e3\u91ca":25,"\u57fa\u672c\u8981\u6c42":27,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5bfc\u51fac":27,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\u63a8\u6d4b\u6267\u884c":19,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":25,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":28,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":25,"\u6846\u67b6\u751f\u6210":25,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":25,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":25,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":25,"\u76ee\u5f55\u7ed3\u6784":28,"\u76ee\u6807":25,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":27,"\u7c7b":27,"\u7f16\u8bd1\u9009\u9879":28,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u80cc\u666f":27,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":25,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8f6c\u6362\u5e93":20,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":27,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":31,"case":48,"class":[29,41],"filemanager\u8bbe\u8ba1\u6587\u6863":25,"function":[17,54],"new":41,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":31,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":31,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"return":30,AWS:49,Abs:6,DNS:49,EFS:49,For:50,KMS:49,The:[22,29],Use:[48,50],Using:[22,34,40],With:[24,34],about:0,access:49,account:49,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,add:49,address:49,addto:9,adversari:55,aggreg:9,aggregatelevel:9,algorithm:[18,59],analysi:63,api:[1,4,28,34],appendix:59,applic:4,approach:43,architectur:[39,59],argument:[26,30,45,48,59],asset:49,associ:49,async:46,attent:39,attribut:7,auc:8,avg:12,aws:49,background:32,base:24,basepool:12,batch:30,batch_norm:9,batch_siz:30,beam_search:9,between:16,bidirect:63,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:64,block_expand:9,book:34,branch:40,brelu:6,bucket:49,build:[33,35,40,50],built:43,cach:3,capi:28,capi_priv:28,cento:33,check:[9,41,44],checkpoint:[18,19],chines:54,choos:49,chunk:8,cifar:13,classif:[8,56],classification_error:8,classification_error_print:8,client:22,clone:40,cloudform:49,cluster:[23,44,48,49],cmake:17,code:[24,40],column_sum:8,command:[47,48,59,64],commit:[40,50],common:46,commun:46,compos:30,concat:9,concept:49,config:[4,48,61,62],configur:[14,39,42,44,49,59,61],conll05:13,connect:9,contain:[34,50],content:[28,43,49],context_project:9,contribut:40,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[56,59],core:49,cos_sim:9,cost:9,cpu:[34,48],creat:[30,40,49,50],creation:21,creator:30,credenti:49,credit:0,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cudnnavg:12,cudnnmax:12,custom:30,dat:60,data:[9,13,18,30,32,49,50,54,55,56,59,61,62,63,64],datafeed:13,dataprovid:[3,4,46],dataset:[13,18,21,60,61,64],datatyp:13,date:40,debian:36,decayedadagrad:11,decor:30,defin:[49,59,63,64],delet:[40,49],delv:56,demo:49,depend:33,deploi:24,deriv:41,descript:[26,46,55,60,62],design:[16,18,21,22,23,29,30],destroi:49,detail:[46,56],detect:8,detection_map:8,develop:[34,40,42],devic:48,dictionari:[30,54],differ:48,directori:49,dispatch:[18,21],distribut:[16,18,24,44,46,49],doc:[16,18,21,22,23,29,30],docker:[24,34,50],document:[34,53],dotmul_oper:9,dotmul_project:9,down:49,download:[33,49,50,54,57,61,64],dropout:9,dylib:28,dynam:18,ec2:49,elast:49,embed:[9,54,59],entri:30,environ:24,eos:9,equat:41,evalu:[8,32,61],evalutaion:64,event:[15,16],exampl:[16,17,28,54,55],exercis:56,exp:6,expand:9,expandlevel:9,extern:49,extract:[54,57,61,64],fault:18,featur:[57,60,61,62],field:61,file:[49,50,59,60,61],find:49,first_seq:9,fork:40,format:[18,59],from:[16,33,35],full_matrix_project:9,fulli:9,gan:55,gate:39,gener:[39,55,64],get:[37,50],get_output:9,github:40,gpu:[34,43,46,48],gradient:[22,41],gradient_print:8,group:[9,49],gru:[10,46],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:36,hand:43,handler:[16,27],hook:40,how:[30,42,43],hsigmoid:9,huber_cost:9,iam:49,ident:6,identity_project:9,imag:[9,10,24,34,50,56],imagenet:57,imdb:[13,63],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,30,41,55],infer:[15,59],info:57,ingredi:16,ingress:25,init_hook:3,initi:[22,48,49],input_typ:3,inspect:49,instal:[33,35,36,49,59],instanc:49,integr:49,interfac:[13,18,22,23,30,57],interpol:9,introduct:[2,54,57,63,64],isn:30,issu:40,job:[18,24,44,49,50],join:9,keep:40,kei:49,kill:44,kube:49,kubectl:49,kubernet:[24,49,50],label:62,lambda_cost:9,last_seq:9,launch:44,layer:[9,16,41,48],learnabl:9,libpaddle_capi_shar:28,libpaddle_capi_whol:28,librari:22,line:[47,59],linear:[6,32],linear_comb:9,list:[19,30],local:[40,48,49],log:[6,59],logic:21,logist:59,lstm:[10,46,62,63],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:30,master:[18,21,24],math:9,matrix:46,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:61,mini:30,minibatch:13,misc:9,mix:[9,48],mnist:[13,55],model:[3,4,14,16,22,32,34,38,39,44,48,54,55,56,57,58,59,64],modifi:50,momentum:11,movi:[60,61],movielen:[13,60,61],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:30,multiplex:9,name:49,nce:9,need:[30,43],network:[10,39,48,55,56,57,59,61,62],neural:[39,56,59,61,62],neuralnetwork:32,nlp:[10,46],non:3,norm:9,nvprof:43,nvvp:43,object:[18,61],observ:[54,57],onli:[30,34],optim:[11,18,22,42,59],option:[26,33,54],order:26,origin:40,outlin:45,output:[44,49],overview:59,packag:36,pad:9,paddl:[30,31,50],paddlejob:24,paddlepaddl:[16,34,35,49,53,54,64],pair:49,parallel_nn:48,paramet:[7,9,15,16,18,22,23,24,29,46,47,49,54,57],paraphras:54,partit:22,pass:48,path:26,perform:[43,46],persist:21,pfsclient:[25,26],pfsserver:25,pnpair:8,point:49,pool:[9,12],power:9,pre:40,precision_recal:8,predict:[5,56,57,61,62,63],prefetch:30,prelu:9,prepar:[32,44,49,54,55,56,61,63,64],preprocess:[54,56,59,61,64],prerequisit:44,pretrain:[54,64],print:8,privat:49,problem:32,process:[18,22,24],profil:43,project:17,provid:[3,30,59,61,62],pull:40,push:40,pydataprovider2:3,python:[5,24,30,34,41,57,59,61],queue:[18,21],quick:59,randomnumb:46,rank:8,rank_cost:9,rat:61,rate:60,reader:[13,16,30],recoveri:18,recurr:[9,10,39,59],recurrent_group:9,refer:[3,43,62,63],region:49,regress:[32,59,61],regular:22,relu:6,remot:23,render:49,repeat:9,request:40,requir:[17,33,40],reshap:9,resnet:57,result:[44,50,64],retri:21,revis:54,rmsprop:11,rnn:[38,39,46],role:62,rotat:9,route53:49,row_conv:9,run:[44,50,62],runtim:24,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,script:50,secur:49,select:22,selective_fc:9,semant:62,sentiment:[13,63],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:39,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[18,21,22,24,46,49],servic:49,set:47,setup:[33,49],sgd:46,share:16,shuffl:30,sigmoid:6,simpl:[32,39],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:30,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[33,35],span:33,spars:[22,23,48],specifi:[48,54],split:61,spp:9,squar:6,squarerootn:12,stack:63,standard:59,stanh:6,start:[16,37,40,49,50,59],startup:50,store:18,structur:55,subcommond:26,submit:24,suffici:30,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:59,synopsi:26,system:49,tabl:28,table_project:9,take:30,tanh:6,task:[18,21],tear:49,templat:49,tensor:9,test:[40,41,46,48,61,62,63],text:64,text_conv_pool:10,timer:43,tip:43,todo:[19,20],toi:55,toler:18,tool:43,train:[15,16,18,23,24,30,32,34,44,46,48,49,50,54,55,56,59,61,62,63,64],trainer:[15,18,22,24,49,61],tran:9,trans_full_matrix_project:9,transfer:59,tune:[43,46],tutori:[54,56,58,62,63,64],ubuntu:33,uci_h:13,unit:[41,46],updat:[16,23,49],usag:[30,34,42],use:30,user:[18,54,60,61,63,64],util:8,value_print:8,vector:46,verifi:49,vgg_16_network:10,visual:57,volum:49,vpc:49,warp_ctc:9,what:43,why:[30,43],wmt14:13,word:[54,59],work:34,workflow:64,workspac:44,wrapper:41,write:[41,59],yaml:50,zoo:[57,58]}}) \ No newline at end of file +Search.setIndex({docnames:["about/index_en","api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/parameters_in_cpp","design/reader/README","design/releasing_process","design/scope","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","design/scope.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":60,"00186201e":5,"00m":44,"01852v1":9,"03m":44,"0424m":44,"0473v3":10,"055ee37d":50,"05d":57,"0630u":44,"06u":44,"0810u":44,"08823112e":5,"0957m":44,"0ab":9,"0rc1":31,"0rc2":31,"0th":65,"10007_10":64,"10014_7":64,"100gb":44,"100gi":50,"10g":24,"10m":44,"1150u":44,"11\u5b9e\u73b0\u4e86c":28,"11e6":51,"12194102e":5,"124n":44,"13m":51,"1490u":44,"15501715e":5,"1550u":44,"15mb":60,"1636k":65,"16mb":60,"16u":44,"173m":58,"173n":44,"1770u":44,"18ad":50,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":51,"197u":44,"1gb":44,"1st":[55,58,64,65],"202mb":65,"210u":44,"211839e770f7b538e2d8":10,"215n":44,"228u":44,"234m":58,"2520u":44,"252kb":60,"25639710e":5,"25k":60,"2680u":44,"27787406e":5,"279n":44,"27m":44,"285m":44,"2863m":44,"28m":44,"28x28":3,"2977m":44,"2cbf7385":50,"2nd":[9,64,65],"302n":44,"30u":44,"32777140e":5,"328n":44,"32u":44,"32x32":[13,57],"331n":44,"3320u":44,"36540484e":5,"365e":50,"36u":44,"3710m":44,"3768m":44,"387u":44,"38u":44,"3920u":44,"39u":44,"3rd":[62,64,65],"4035m":44,"4090u":44,"4096mb":47,"4279m":44,"43630644e":5,"43u":44,"448a5b355b84":51,"4560u":44,"4563m":44,"45u":44,"4650u":44,"4726m":44,"473m":51,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":47,"50bd":50,"50gi":50,"51111044e":5,"514u":44,"525n":44,"526u":44,"53018653e":5,"536u":44,"5460u":44,"5470u":44,"54u":44,"55g":65,"5690m":44,"573u":44,"578n":44,"5798m":44,"586u":44,"58s":51,"5969m":44,"6080u":44,"6082v4":9,"6140u":44,"6305m":44,"639u":44,"655u":44,"6780u":44,"6810u":44,"682u":44,"6970u":44,"6ce9":50,"6node":45,"6th":65,"704u":44,"70634608e":5,"7090u":44,"72296313e":5,"72u":44,"73u":44,"75u":44,"760u":44,"767u":44,"783n":44,"784u":44,"78m":44,"7eamaa":13,"7kb":51,"8250u":44,"8300u":44,"830n":44,"849m":44,"85625684e":5,"861u":44,"864k":65,"8661m":44,"892m":44,"901n":44,"90u":44,"918u":44,"9247m":44,"924n":44,"9261m":44,"93137714e":5,"9330m":44,"94u":44,"9530m":44,"96644767e":5,"983m":44,"988u":44,"997u":44,"99982715e":5,"99m":58,"99u":44,"9f18":51,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":25,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":25,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":25,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":31,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":25,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":25,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":25,"\u4e0b\u8f7d\u5230\u672c\u5730":25,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":28,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":25,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":27,"\u4e0d\u4f7f\u7528c":27,"\u4e0d\u4f7f\u7528swig":27,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":27,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":27,"\u4e0d\u5728":28,"\u4e0d\u5bb9\u6613\u51fa\u9519":25,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":27,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":27,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":25,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":31,"\u4e0e\u53ef\u80fd\u6709\u7684":31,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":28,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":27,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":27,"\u4e2a\u6027\u5316\u63a8\u8350":31,"\u4e2d":[27,28],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":27,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":28,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":25,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":28,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":25,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":28,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":28,"\u4e5f\u4e0d\u751f\u6210":28,"\u4e66\u5199":27,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":27,"\u4ece":31,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":28,"\u4ed6\u662f\u5c06":28,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":27,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":27,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0b":20,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":25,"\u4ee5\u53canumpi":20,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":27,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":27,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":28,"\u4f46\u4e0d\u66b4\u9732":28,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":31,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":31,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":28,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":27,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":27,"\u4f7f\u7528":[28,31],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":27,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":28,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":27,"\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\u7528regress":31,"\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,"\u4f8b\u5982":[20,27,28,31],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":27,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":27,"\u4f8b\u5982\u5bf9\u4e8epython":27,"\u4f8b\u5982c":27,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":27,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":27,"\u4f8b\u5982python\u7684":27,"\u4f9d\u6b21\u7c7b\u63a8":31,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":27,"\u4fee\u590d\u6240\u6709bug\u540e":31,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":31,"\u4fee\u590dubuntu":31,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":31,"\u505a\u63a5\u53e3":27,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":28,"\u5176\u4e2d":[27,31],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":28,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":31,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":28,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":28,"\u5177\u4f53\u8bf7\u53c2\u8003":28,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":27,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":27,"\u518d\u57fa\u4e8e":31,"\u5199\u4ee3\u7801":27,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":28,"\u51fd\u6570\u547d\u540d":27,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":31,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":31,"\u5206\u652f\u4e2d":31,"\u5206\u652f\u4e3a\u5f00\u53d1":31,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":31,"\u5206\u652f\u4e3a\u7a33\u5b9a":31,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":31,"\u5206\u652f\u5408\u5165":31,"\u5206\u652f\u5408\u5165master\u5206\u652f":31,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":31,"\u5206\u652f\u540d\u4e3a":31,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":31,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":31,"\u5206\u7247":19,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u5ffd\u7565":19,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5230":19,"\u529f\u80fd":25,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":31,"\u52a8\u6001\u5e93":27,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":28,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":31,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":28,"\u5373\u4f7f\u7528":28,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5373\u4f7fc":28,"\u5373\u4f8b\u5982":28,"\u5373\u4fbfpaddl":28,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":28,"\u5373\u66b4\u9732":28,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":27,"\u53c2\u6570":27,"\u53c2\u8003":[25,27],"\u53cc\u5411\u9a8c\u8bc1":25,"\u53d1\u5e03\u5230dockerhub":31,"\u53d1\u5e03\u5230github":31,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":28,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":27,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":27,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u7528":25,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":31,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u540c\u65f6\u518d\u5c06":31,"\u540c\u65f6\u63d0\u8d77":31,"\u540d\u5b57\u4fee\u9970":27,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":31,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":27,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,27,28,31],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":27,"\u56fe\u50cf\u5206\u7c7b":31,"\u5728":[28,31],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":28,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":20,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":28,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":25,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":28,"\u5728\u7528\u6237\u4f7f\u7528c":28,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":31,"\u5728\u8fd9\u4e2a":31,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":31,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":28,"\u5728c":27,"\u5728c\u7684\u5934\u6587\u4ef6":27,"\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":20,"\u5728paramet":19,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":28,"\u5747\u662f\u5728":28,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":25,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":27,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":27,"\u5982\u679c\u5931\u8d25":31,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":31,"\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\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":27,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":27,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":28,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":25,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":27,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":27,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":27,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":27,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":27,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":28,"\u5bf9\u4e8e\u6bcf\u79cdc":28,"\u5bf9\u6bd4":27,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":28,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":31,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":28,"\u5c06":31,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":27,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":31,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":31,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":27,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":28,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":27,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":25,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":25,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":27,"\u5e76\u5220\u9664":31,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5c06c":28,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":27,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":31,"\u5efa\u8bae":31,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":28,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":31,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":31,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":31,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":31,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":28,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":25,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"\u5f97\u4f7f\u7528":27,"\u5fc5\u8981":28,"\u60c5\u611f\u5206\u6790":31,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":28,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":25,"\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\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":25,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[27,28],"\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":19,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":25,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":28,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":28,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":28,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":28,"\u628a":20,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u63a5\u53e3":[27,28],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":28,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":25,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":25,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":25,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":25,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":25,"\u6570\u636e":25,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":27,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":25,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6587\u4ef6":27,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":25,"\u6587\u4ef6\u5185\u5bb9\u4e3a":27,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":25,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":31,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":31,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":25,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":27,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65f6":19,"\u662f":25,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":27,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":28,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":27,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":28,"\u662f\u56e0\u4e3ac99\u652f\u6301":27,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":25,"\u662f\u6307":28,"\u662f\u7528\u6237\u4f7f\u7528c":28,"\u662fc":28,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":28,"\u6700\u540e\u5220\u9664":31,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":27,"\u6709\u6807\u51c6\u7684":27,"\u6709\u7684\u65f6\u5019":27,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":31,"\u672c\u6587\u6863\u63cf\u8ff0paddl":28,"\u673a\u5668\u7ffb\u8bd1":31,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":27,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":27,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":28,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":31,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":27,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":31,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u969410\u5206\u949f":19,"\u6bd4\u5982":20,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6ce8":19,"\u6d4b\u8bd5docker\u955c\u50cf":31,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":25,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":25,"\u7248\u672c\u5206\u652f":31,"\u7248\u672c\u53f7":31,"\u7248\u672c\u53f7rc":31,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":31,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":27,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":27,"\u751f\u6210\u6587\u6863":27,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":27,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":25,"\u7528":25,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":28,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":28,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":25,"\u7528\u6237\u901a\u8fc7c":28,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8ec":27,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":25,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":25,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u7684\u5934\u6587\u4ef6":27,"\u7684\u63a5\u53e3\u6837\u5f0f":27,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":27,"\u7684\u7f29\u5199":25,"\u7684\u89c4\u8303":27,"\u7684\u89d2\u5ea6":20,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":25,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":27,"\u76ee\u5f55\u4e0b":28,"\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,"\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":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":31,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":31,"\u7b2c\u4e8c\u4e2a\u4e3a":31,"\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\u6587\u4ef6":28,"\u7c7b\u4f3c":28,"\u7c7b\u540d\u548cc":27,"\u7c7b\u578b":27,"\u7ea2\u697c\u68a6":55,"\u7ed3\u8bba":27,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":27,"\u7f16\u8bd1\u578b\u8bed\u8a00":27,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":31,"\u7f16\u8bd1c":28,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1ubuntu\u7684deb\u5305":31,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":28,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":27,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":28,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":25,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\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\u5bf9\u4e8egolang":27,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":27,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":28,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":27,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":28,"\u826f\u597d\u7684\u6587\u6863":27,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":28,"\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\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":28,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":31,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":31,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":31,"\u8bbe\u7f6e":28,"\u8bc6\u522b\u6570\u5b57":31,"\u8bcd\u5411\u91cf":31,"\u8be6\u7ec6\u8bbe\u8ba1":25,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":31,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":28,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":31,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":28,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":28,"\u8fd9\u4e09\u4e2a\u5206\u652f":31,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":28,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":28,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":28,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":27,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":27,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":28,"\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\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":28,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\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":20,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":27,"\u8fd9\u662f\u56e0\u4e3a":27,"\u8fd9\u6837":28,"\u8fd9\u6837\u4fdd\u8bc1":31,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":25,"\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\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":31,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":25,"\u901a\u5e38":28,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":28,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":25,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":31,"\u90a3\u4e48":28,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":27,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":25,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":27,"\u91cd\u547d\u540d\u6210":27,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":27,"\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,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":28,"\u9700\u8981":20,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":25,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":28,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":31,"\u9700\u8981\u5f15\u7528":28,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":27,"\u9700\u8981\u6ce8\u610f\u7684\u662f":31,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":28,"\u9ed8\u8ba4256k":25,"\ufb01xed":65,"abstract":[32,42,47],"api\u4e2d\u4f7f\u7528":27,"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":25,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":28,"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\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":28,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":31,"boolean":[9,26,27],"break":60,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":31,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":31,"byte":25,"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,"case":[9,28,30,33,40,42,44,48,50,56,60],"char":[22,62],"class":[5,6,7,8,9,11,12,13,15,16,27,32,46,57,64],"const":[22,29,32,42],"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,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":31,"deb\u5305\u7f16\u8bd1\u95ee\u9898":31,"default":[3,7,8,9,10,12,13,15,16,17,32,35,45,47,49,50,51,60,62,64,65],"enum":22,"export":[9,34,57],"final":[10,33,34,41,42,64],"float":[3,7,8,9,11,13,33,42,44,49,55,58],"function":[3,5,9,10,11,13,16,18,21,22,23,24,29,30,32,33,40,42,44,45,47,56,57,60,63,64,65],"golang\u53ef\u4ee5\u4f7f\u7528":27,"golang\u7684":27,"h\u5e76\u4e0d\u56f0\u96be":27,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[3,5,8,9,16,32,33,40,44,50,55,56,57,58,60,64,65],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":25,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[3,7,8,9,10,13,21,22,24,27,28,30,42,49,60,63],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":27,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":31,"long":[2,9,10,13,35,44,63,64],"model\u505a\u5206\u652f\u7ba1\u7406":31,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[3,9,13,17,18,21,22,23,30,41,43,50,51,56,60,63,64],"note\u7684\u4e66\u5199":31,"null":[9,42,47],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":27,"paddle\u4f7f\u7528git":31,"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":31,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":31,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":31,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":31,"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\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":28,"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\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":31,"patch\u53f7\u52a0\u4e00":31,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":25,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":25,"pfsserver\u63d0\u4f9brest":25,"public":[13,32,42,45,50,51,64],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":31,"return":[3,7,8,9,10,12,13,15,16,20,22,24,32,33,40,42,50,56,58,60,61,62,65],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"short":[9,10,32,33,62,63,64],"static":[22,28,32,50],"super":42,"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,"switch":[28,50,64],"tag\u4e3a":31,"throw":50,"true":[3,7,8,9,10,12,13,15,16,30,33,40,42,47,49,50,58,62,63,64,65],"try":[11,17,18,21,22,30,32,44,56],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":28,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":31,"var":32,"void":[22,27,28,42],"while":[2,3,7,13,29,30,32,35,40,47,56,60,64,65],AGE:[50,51],AND:62,ARE:62,AWS:[20,43,52,53],Age:61,And:[3,8,9,11,13,24,30,32,37,40,49,50,51,55,58,62,64,65],But:[3,9,10,13,32],EOS:9,For:[2,3,8,9,11,13,16,21,22,23,24,29,30,33,34,35,40,41,42,44,45,46,47,49,55,57,58,60,64,65],Going:64,Has:3,IDs:[13,60],Ids:60,Into:50,Its:[3,40,50,62],Not:[16,18,45],ONE:3,One:[8,10,15,32,40,42,47,56,60,64,65],PFS:25,QoS:51,THE:3,TLS:[16,25,50],That:[9,13,30,35,47,49],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,18,21,23,24,26,28,30,32,33,34,35,36,37,40,41,42,44,45,47,49,50,51,55,56,57,58,60,61,62,63,64,65],Their:[3,9,18],Then:[5,9,34,35,40,41,42,44,50,51,55,57,62,63,64],There:[8,9,13,15,16,18,22,24,26,29,32,33,35,37,44,50,56,57,58,59,60,62,65],These:[8,45,49,57,63],USE:62,USING:62,Use:[3,8,13,16,26,30,35,42,44,47,48,50,62],Used:10,Useful:3,Using:[18,32,51,64],VPS:50,WITH:41,Will:[13,15],With:[3,9,10,33,56,63],YES:24,Yes:35,___fc_layer_0__:50,__file__:24,__init__:42,__main__:58,__meta__:62,__name__:58,__rnn_step__:40,_binari:17,_error:56,_librari:17,_link:10,_proj:9,_res2_1_branch1_bn:58,_source_language_embed:[40,55],_target_language_embed:[40,55],_test:17,aaaaa:20,aaaaaaaaaaaaa:50,abc:9,abl:[9,16,56,64],about:[5,9,10,24,26,32,33,44,46,47,50,54,63,64,65],abov:[3,5,8,9,16,17,18,21,33,35,41,44,50,51,56,58,60,63],abs:[10,56],absolut:[2,45],academ:61,acceler:[19,49],accept:[3,5,7,13,16,30,60,63],acceptor:63,access:[2,9,10,16,21,24,40,65],accessmod:50,accident:61,accomplish:35,accord:[2,3,8,9,22,45,46,47,49],accordingli:[5,8,9,42],accordingto:63,accrod:10,accumul:[18,22],accuraci:[8,42,60,61,64],achiev:[44,57],ack:47,acl:64,aclimdb:64,across:[9,13],act:[9,10,33,40,60],act_typ:60,action:[50,61],activ:[0,5,10,14,33,34,40,42,47,60,64],activi:10,actual:[3,9,33],adadelta:60,adagrad:60,adam:[16,22,60,64,65],adamax:60,adamoptim:[55,60,64,65],adapt:[8,11,33,64,65],add:[3,9,10,13,17,32,33,34,41,42,44,49,60,62],add_depend:17,add_execut:17,add_input:42,add_test:[17,42],add_to:9,add_unittest_without_exec:42,addbia:42,added:[3,8,41,42],adding:58,addit:[9,10,35,60],address:[18,22,35,44,47],addrow:42,addtion:45,addtolay:9,adject:64,adjust:33,admin:61,adopt:63,advanc:[40,44,47],advantag:64,adventur:61,adverb:64,adversari:30,advic:44,affect:9,afford:21,afi:3,aforement:[17,45],after:[9,13,21,22,26,29,34,37,40,41,42,45,47,49,50,51,56,57,58,60,62,63,64,65],again:[16,18,44],against:50,age:[13,62],agg_level:9,aggreg:50,ago:17,aid:44,aim:[64,65],aircraft:65,airplan:57,aistat:9,alex:[9,64],alexnet_pass1:49,alexnet_pass2:49,algorithm:[9,11,21,33,40,55,57,64,65],alia:[6,7,9],align:[9,10,13,65],all:[0,3,7,8,9,11,16,18,22,24,26,28,33,35,40,41,42,44,45,46,47,49,50,51,55,56,58,60,61,62,63,64,65],alloc:[7,22,24,42,49],allow:[16,22,35,41,42,44,47,50,60],allow_only_one_model_on_one_gpu:[46,47,49],almost:[10,33,45,55],along:64,alreadi:[18,32,35,44,45,47,50,51,64],alreali:[46,65],also:[2,3,9,10,13,16,17,23,29,30,32,34,35,40,42,44,45,51,56,57,58,60,63,64],although:33,alwai:[5,9,10,15,30,33,47,50,65],amaz:57,amazon:[50,51,60,64],amazonaw:50,amazonec2fullaccess:50,amazonelasticfilesystemfullaccess:50,amazonroute53domainsfullaccess:50,amazonroute53fullaccess:50,amazons3fullaccess:50,amazonvpcfullaccess:50,ambigu:[30,63],amd64:[34,50],american:57,among:[50,64],amount:[44,64],analysi:[33,44,59,63],analyz:[60,64],andd:50,ani:[2,3,9,10,13,16,17,18,22,24,30,44,50,60,62,65],anim:61,annot:63,annual:63,anoth:[3,9,16,24,32,35,47,50,63,64],ans:50,answer:[33,50,63],anyth:[13,30,41,50,63],api:[9,13,15,16,17,22,23,24,25,29,31,34,42,44,50,54,56,60,62,64],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:62,api_trainer_config_helpers_lay:40,api_trainer_config_helpers_layers_context_project:62,api_trainer_config_helpers_layers_cos_sim:62,api_trainer_config_helpers_layers_data_lay:62,api_trainer_config_helpers_layers_embedding_lay:62,api_trainer_config_helpers_layers_fc_lay:62,api_trainer_config_helpers_layers_pooling_lay:62,apiserv:50,apivers:[50,51],apo:65,appar:65,appear:63,append:[3,15,30,40,42,45],append_gradient_machin:15,appleclang:34,appleyard:44,appli:[0,9,10,32,40,42,57,60],applic:[35,44,50,51,64],appreci:[41,64],approach:[9,29],apt:[34,37,57],arbitrari:9,architectur:[55,63,64,65],architecur:64,archiv:[13,27,28],arg:[3,8,10,13,33,46,56,57,58,60,63,64],arg_nam:9,argu:63,argument:[3,5,9,13,21,29,40,42,47,48,55,56,57,58,62,63,64,65],argv:58,arn:50,around:[3,9,50],arrai:[5,7,9,13,15,22,30,33,58],art:[33,63],articl:[41,45,51],artifact:50,artifici:56,artist:61,arxiv:[9,10,56,64],as_row_vector:9,ask:18,aspect:64,assign:[8,9,21,47,50],associ:[29,63,64,65],assum:[8,9,40,49,55],assur:2,astyp:[30,56],asyc:18,async:[18,46],async_count:47,async_lagged_grad_discard_ratio:47,async_lagged_ratio_default:[46,47],async_lagged_ratio_min:[46,47],asynchron:[18,47],atla:34,atlas_root:34,attenion:10,attent:[9,10,35,65],attitud:64,attr1:9,attr2:9,attr:[7,9,10,40],attribut:[3,9,10,14,32,42,55,63],auc:46,aucvalidationlay:47,authent:50,author:[25,50,58],authorized_kei:45,auto:[27,42,44,59,62],autom:[50,65],automak:34,automat:[9,16,22,34,40,41,42,45,46,47,50,62,63,65],automaticli:9,automobil:57,avail:[18,22,34,50],availabel:34,averag:[8,9,12,21,47,58,60,62,63,64,65],average_test_period:[46,47,63],average_window:64,averagepool:9,avg:[44,60],avgcost:[60,62,64,65],avgpool:[9,60],avoid:[18,29,44],avx:[34,35,37,41],await:51,awar:[16,18,35,50],aws:25,aws_account_id:50,awsaccountid:50,awskeymanagementservicepowerus:50,b2t:55,b363:51,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:51,ba5f:50,back:[3,18,35],background:8,background_id:8,backward:[6,9,10,22,29,40,42,47,49],backward_first:40,backwardactiv:42,bag:[60,64],baidu:[0,33,37,51,55],baik:55,balanc:[47,50,56],balasubramanyan:64,bank:63,bardward:10,bare:51,barrier:47,barrierstatset:44,base:[8,9,12,13,16,21,33,37,40,42,44,45,47,50,55,56,60,62,64,65],baseactiv:10,baseev:15,basematrix:42,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[35,41,50,51],bashrc:34,basic:[3,9,15,35,41,42,60,61,64],batch:[3,9,10,11,13,15,16,18,20,42,45,47,50,51,56,57,58,60,62,63,64,65],batch_0:58,batch_id:15,batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,30],batch_siz:[3,13,33,45,55,56,57,60,62,64,65],batchsiz:[9,42],bazel:17,bbbbb:20,bbox:8,bcd:9,bcebo:13,beam:[9,40,47,63,65],beam_gen:[9,40],beam_search:[15,40],beam_siz:[9,40,46,47,49],beamsiz:65,becaus:[5,8,9,13,16,17,18,22,29,30,32,40,42,49,50,57,60,63],becom:[32,44],been:[3,21,34,57,60,63,64,65],befor:[5,9,10,18,26,29,30,35,41,45,50,57,64,65],begin:[5,8,9,22,26,42],beginiter:[15,16],beginn:40,beginpass:[15,16],begintrain:16,behavior:44,being:[18,30,56],belong:[9,32,65],below:[3,9,13,18,22,29,30,40,42,44,45,50,56,57,60,62],benefit:[10,24],bengio:9,bertolami:64,besid:[2,9,13,65],best:[9,34,35,47,60,62,64,65],best_model_path:63,besteffort:51,beta1:11,beta2:11,beta:58,better:[9,10,17,33,45,50,56,62],between:[8,9,11,17,18,22,28,29,32,33,50,56,60,61,64,65],bgr:58,bi_gru:10,bi_lstm:10,bia:[9,10,11,40,42,58],bias:[9,42],bias_attr:[9,10,33,40],bias_param_attr:10,biases_:42,biasparameter_:42,biassiz:42,bidi:51,bidirect:[9,10,40,63,65],bidirectional_lstm_net:64,big:44,bigger:18,biggest:64,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:44,bin:[34,35,45,50,51,62],binari:[3,8,9,13,17,24,44,50,55,60,64],bind:32,bird:57,bison:34,bit:60,bitext:65,bla:34,blank:[9,50],block:[9,19,22,33,42,44,47,58,64],block_i:9,block_x:9,blog:64,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:64,book:[13,40],bool:[3,7,8,9,10,12,13,42,47,49,60,64],boot:[9,40],boot_bia:9,boot_bias_active_typ:9,boot_lay:40,boot_with_const_id:9,bootstrap:34,bos_id:[9,40],both:[0,6,7,9,10,16,17,18,35,40,42,44,50,56,58,60],bottleneck:[44,58],bottom:64,boundri:8,bow:[60,64],box:44,branch:[9,16,31],breadth:[47,65],brendan:64,brew:34,brief:22,briefli:44,broadcast:18,broken:41,brought:41,brows:35,browser:[35,50],bryan:64,bucket_nam:50,buf_siz:13,buffer:[3,13,30,32,47],buffer_s:13,buffered_read:30,bug:[41,50],bui:64,build:[0,9,13,17,24,33,35,38,47,50,52,53,55,57,58,60,62,64,65],build_dict:13,built:[0,17,34,35,56,63],bunch:[44,60],bunk:64,button:[41,50],c11:27,c703c041:41,c99:28,c99e:50,cach:[60,63],cache_pass_in_mem:[3,60,63],cachetyp:[3,60,63],calc_batch_s:[3,63],calcul:[3,8,9,10,11,18,22,40,42,44,47,49,56,62],call:[3,8,9,10,16,21,22,23,24,32,33,35,40,41,42,44,47,50,57,58,60,64,65],callabl:[3,7,9,13],callback:42,caller:50,caltech:57,can:[2,3,5,7,8,9,10,13,16,18,21,24,29,30,33,34,35,37,40,41,42,44,45,46,47,49,50,51,55,56,57,58,60,62,63,64,65],can_over_batch_s:[3,63],cancel:41,candid:9,cannot:[32,42],caoi:65,capabl:[34,64],capac:50,capi:27,capi_prvi:28,caption:[33,65],captur:[33,45],card:45,care:[10,24,30,46,47,61],carefulli:[45,47,58],cat:[35,57,58,64],categor:63,categori:[9,13,18,60,64],categorig:13,categoryfil:51,caus:[18,26],caution:[50,51],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:65,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10,64],center:3,ceph:[20,51],cephf:[20,24,25],certain:[2,32,46,63],certif:[16,25,50],cffi:27,cfg:51,cgo:27,chain:[13,42],challeng:[9,18],chanc:[16,42,60],chang:[9,13,17,21,24,29,30,32,33,35,40,41,42,44,47,50,60,64],channel:[9,44,45,58],channl:[45,58],charact:[60,62],character:33,characterist:[49,57],check:[3,13,33,34,35,41,47,49,50,61],check_align:13,check_eq:42,check_fail_continu:3,check_l:42,check_sparse_distribution_batch:[46,47],check_sparse_distribution_in_pserv:[46,47],check_sparse_distribution_ratio:[46,47],check_sparse_distribution_unbalance_degre:[46,47],checkgrad:47,checkgrad_ep:47,checkout:41,checksum:25,children:61,china:35,chines:59,chmod:[34,50],choic:[35,61],choos:[47,60,62],chosen:[2,61,65],chunk:[21,25,56,63],chunk_schem:8,chunktyp:8,cifar:[56,57],cifar_vgg_model:57,claim:50,claimnam:50,clang:[27,34,35,41],clarifi:8,class1:64,class2:64,class_dim:64,classfic:[58,64],classfiic:57,classic:[9,33],classif:[3,5,9,49,58,59,60,64,65],classifc:64,classifi:[56,57,58,60,64],classification_cost:[57,60],classification_error_evalu:[8,56,60,64,65],classification_evalu:8,claster:50,clean:[5,17,29,41,62],clear:[8,17,29,32],clearer:29,clearli:32,cleric:61,cli:50,click:[41,44,50],client:23,clip:[7,47,60,64],clock:9,clone:[9,34,35],close:[3,30,41],closer:33,cloud:[18,24,25,26],cls:60,cludform:50,cluster:[16,18,22,46,47,51,60,65],cluster_train:45,cm469:50,cmake3:34,cmake:[28,34,42,44],cmakelist:[17,42],cmatrix:[27,28],cmd:51,cna:9,cname:50,cnn:[9,51,58,60],code:[0,3,5,9,13,16,17,29,30,33,34,35,36,40,42,43,44,45,50,51,56,60,61],coeff:9,coeffici:9,collabor:18,collect:[9,13,15,33,61],collectbia:42,colleg:61,color:[57,58],colour:13,column:[8,9,30,42,55,65],column_evalu:8,colunm:65,com:[9,10,13,34,35,37,41,50,51,58],combin:[8,9,10,13,15,32,56,62,64],come:64,comedi:61,comma:[22,47,55],command:[2,5,17,24,26,33,34,35,37,41,42,43,44,45,50,51,52,53,55,56,57,58,62,63,64],commandlin:[44,64],commenc:60,comment:[9,17,41,60,64],commnun:45,common:[13,20,40,42,46],common_util:45,commonli:[26,40,44,49],commun:[0,18,22,23,42,45,50],compani:64,compar:[42,56,60],compat:3,compet:64,competit:56,compil:[9,17,34,35,41,42],complet:[0,5,9,10,13,15,18,21,22,25,42,50,51,60],complex:[2,3,10,30,40,44,60],complic:9,compon:42,compos:[13,16,56,63],composenotalign:13,compress:21,comput:[9,10,16,18,32,33,34,35,40,42,44,49,50,60,62,63,64],computation:[9,40],conat:9,concat:[40,65],concaten:10,concept:[3,8,16,29,32,35,40],concern:16,concurr:18,concurrentremoteparameterupdat:47,condit:[9,21,40,45,51,65],conduct:44,conf:[5,9,45,55,56,58,65],conf_paddle_gradient_num:50,conf_paddle_n:50,conf_paddle_port:50,conf_paddle_ports_num:50,conf_paddle_ports_num_spars:50,confid:64,config:[3,7,9,10,20,26,33,42,45,46,47,50,51,55,56,57,58,60,64,65],config_:47,config_arg:[46,47,49,58,60,63,64],config_bas:[8,9,15],config_fil:63,config_gener:[45,62],config_lay:42,config_len:22,config_pars:[5,42],config_proto:22,configur:[1,2,3,5,9,22,24,33,39,42,44,47,55,57,58,64,65],confirm:26,conflict:[32,41],confront:65,congest:47,conll05st:63,conll:[13,63],connect:[2,10,24,33,42,50,51,56,57,58,60,62,64],connectionist:[9,64],connor:64,consequ:[9,10],consid:[8,9,11,34,35,44,49,57],consider:[3,10],consist:[8,9,13,21,30,57,58,60,63,65],consol:[44,50],constant:42,constraint:32,construct:[3,5,8,16,32,40],constructor:[32,42],consum:[18,64],contact:18,contain:[3,8,9,10,12,13,15,16,21,29,32,36,37,40,41,45,50,57,58,60,61,64,65],containerport:50,contemporan:64,content:[22,26,51,63,64],content_len:22,context:[9,10,13,32,40,55,60,62,63,64,65],context_attr:10,context_len:[9,10,60],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,60],contibut:41,contin:50,continu:[3,8,18,37,47],contrast:[9,65],contribut:[0,36,43,64],contributor:0,control:[7,35,41,47,50,51,65],conv:10,conv_act:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_layer_attr:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,45],convent:22,converg:[45,56,64],convert:[3,5,13,20,30,55,57,58,60,62],convlay:9,convolut:[9,10,13,56,58,62],convoper:9,convtran:9,convtranslay:9,cool:[3,41],coordin:[18,22],copi:[15,16,21,26,35,41,50,56,62],copy_shared_paramet:56,copytonumpymat:56,core:[3,7,28,29,47,65],coreo:50,corespond:63,corpora:65,corpu:[13,63],correct:[3,9,42,50],correctli:[8,13,42,56],correl:[33,57,64],correspoind:16,correspond:[3,5,16,33,41,42,57,61,63,64,65],corss_entropi:16,cos:9,cosin:[9,62],cost:[5,11,15,16,33,47,56,60,62,64,65],cost_id:9,could:[3,5,9,13,15,16,21,29,30,35,44,45,50,60,62],count:[8,18,24,30,44,47,49,51,55,62,63,64,65],counter:[18,21],coupl:33,cours:[8,24],coverag:34,coveral:34,coveralls_uploadpackag:34,cpickl:58,cpp:[27,28,29,41,42,44,60,62,65],cpu:[2,3,7,9,24,29,31,34,37,44,47,51,56,63,64,65],cpuinfo:35,cpusparsematrix:28,craftsman:61,crash:[18,44,45,47],crazi:45,creat:[5,7,9,13,15,16,18,22,25,26,29,33,34,35,42,45,47,55,56,57,65],create_bias_paramet:42,create_input_paramet:42,createargu:56,createfromconfigproto:[5,56],createorgetvari:32,createstack:50,createvari:32,creation:50,creationd:50,creator:[13,20],credenti:26,credit:56,crf:63,crime:61,critic:64,crlf:41,crop:58,crop_siz:58,cross:[9,60,63],cross_entropi:[9,16,56],cross_entropy_with_selfnorm:9,crt:25,csc:42,cslm:65,csr:42,csv:61,ctc:8,ctc_evalu:8,ctest:[35,41],ctrl:[45,62],ctx:63,ctx_0:63,ctx_0_slot:63,ctx_n1:63,ctx_n1_slot:63,ctx_n2:63,ctx_n2_slot:63,ctx_p1:63,ctx_p1_slot:63,ctx_p2:63,ctx_p2_slot:63,cub:57,cuda:[17,34,35,37,44,45,47],cuda_dir:[46,47],cudaconfigurecal:44,cudadevicegetattribut:44,cudaeventcr:44,cudaeventcreatewithflag:44,cudafre:44,cudagetdevic:44,cudagetdevicecount:44,cudagetdeviceproperti:44,cudagetlasterror:44,cudahostalloc:44,cudalaunch:44,cudamalloc:44,cudamemcpi:44,cudaprofilerstart:44,cudaprofilerstop:44,cudaruntimegetvers:44,cudasetdevic:44,cudasetupargu:44,cudastreamcr:44,cudastreamcreatewithflag:44,cudastreamsynchron:44,cudeviceget:44,cudevicegetattribut:44,cudevicegetcount:44,cudevicegetnam:44,cudevicetotalmem:44,cudnn:[9,12,17,34,37,47],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[46,47],cudnn_convt:9,cudnn_dir:[46,47],cudrivergetvers:44,cuinit:44,cumul:9,curl:[34,50],current:[3,9,18,22,29,32,33,35,40,41,42,45,47,50,60,64,65],current_word:40,currentcost:[60,62,64,65],currentev:[60,62,64,65],curv:[16,57,63],custom:[2,3,16,24,42,50,61,64],custom_batch_read:30,cutoff:13,cycl:18,cyclic:9,cython:27,d3e0:50,dai:65,daili:64,dalla:3,dan:63,danger:3,darwin:50,dat:[13,20,45,62],data:[1,2,3,5,8,10,11,15,16,20,21,25,29,32,34,35,40,42,44,45,46,47,49,52,58,61],data_batch_gen:56,data_dir:[55,57,64,65],data_feed:13,data_fil:33,data_initialz:60,data_lay:[3,33,56,57,60,63],data_nam:13,data_read:[13,30],data_reader_creator_random_imag:30,data_sourc:56,data_typ:[13,40],databas:[13,64],datacent:[20,26],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,33,45,62,63],dataprovider_bow:60,dataprovider_emb:60,dataproviderconvert:5,datasci:9,dataset:[1,3,20,24,30,33,40,47,55,57,58,60,63,64],date:63,db_lstm:63,dcgan:56,dcmake_install_prefix:34,dead:18,deal:56,deb:[36,37],debian:[35,36],debug:[3,26],decai:[11,57],decar:13,decent:21,decid:[16,30],declar:[9,62],decod:[9,10,40,63,65],decoder_boot:40,decoder_group_nam:40,decoder_input:40,decoder_mem:40,decoder_prev:10,decoder_s:40,decoder_st:[10,40],deconv:9,deconvolut:9,decor:[3,13,42],decreas:33,decrypt:50,deep:[0,9,33,35,38,44,56,57,58,60,63],deeper:[33,35,58],deer:57,def:[3,9,13,16,20,24,30,33,40,42,56,58,60,63],defalut:[9,47,49],default_devic:49,default_valu:49,defect:29,defferenct:3,defin:[2,3,9,10,13,16,17,18,30,32,33,40,42,45,47,55,56,57,63],define_py_data_sources2:[3,33,57,58,60],defini:65,definit:[3,13,18,21,33,35,55,60,64],degre:9,delai:47,delar:60,delet:[18,24,25],deletestack:50,delimit:[8,61,62],delv:9,demand:18,demo:[9,13,45,51,52,55,56,57,58,59,60,61,62,63,64,65],demograph:61,demolish:51,demonstr:[33,40,56,62],denot:[49,60,61,63],dens:[3,9,13,22,23,42,50,60,62],dense_arrai:13,dense_vector:[3,5,13,33],dense_vector_sequ:13,dep:17,depend:[17,18,24,33,35,37,45,49,57,61],deploi:[9,45,49],deploy:[45,50],deprec:9,deriv:[6,16],descent:[9,18],describ:[16,17,21,29,33,41,42,50,51,56,60,63],describestack:50,describestackev:50,describestackresourc:50,descript:[5,8,17,34,41,48,50,57,62],deseri:[15,29],design:[3,9,13,27,64],desir:[18,50,51,55],destin:[22,26],destruct:32,destructor:42,det_output:8,detail:[3,5,7,8,9,10,11,21,24,26,32,34,40,41,42,44,45,48,49,50,51,55,56,58,60,62,64,65],detect:41,detection_evalu:8,detection_output:8,determin:[3,9,13,42,56],dev:[34,35,41,57,65],devel:34,develop:[0,17,29,31,34,46,47,65],deverlop:47,deviat:7,devic:[7,29,47,65],deviceid:49,devid:[9,47],dez:64,diagnos:45,diagram:58,dict:[3,8,13,15,60,62,64,65],dict_dim:64,dict_fil:[8,60,63],dict_siz:13,dictionai:60,dictionari:[3,8,9,13,15,16,49,58,60,62,63,64,65],dictsiz:65,did:[3,29],diff:41,differ:[3,8,9,17,18,22,32,33,35,40,41,42,45,47,50,51,55,57,58,60,64,65],difficult:[8,33],dig:[35,44,50],digit:[3,9],dim:[9,13,42,55,58,60,64],dimens:[6,9,12,13,42,49,55,60,62,64],dimension:[3,33,40,42,56,60],dimenst:55,dimes:9,dir:[45,58,60,62,63,64,65],dirctori:35,direct:[9,10,35,58,63],directli:[2,3,10,23,24,29,33,35,45,51,64],directori:[2,9,17,20,25,26,34,35,41,44,45,47,51,57,58,60,62,63,64,65],diretcoti:58,dis_conf:56,dis_train:56,dis_training_machin:56,disabl:3,discard:[13,18,21,41,47],discount:9,discov:[18,63],discoveri:50,discrep:44,discrimin:56,discriminator_train:56,discuss:[16,21,22,23],disk:51,dispatch:[29,45,47],displai:[24,26],disput:65,dist_train:[16,24],distanc:8,distibut:55,distinguish:[17,45,56,65],distribut:[9,21,22,23,34,43,51,52,53,56,60,63],distribute_test:[46,47],distributedli:42,disucss:16,divid:[11,46,57,65],diy_beam_search_prob_so:[46,47],dmkl_root:34,dns:50,do_forward_backward:30,doc:[5,10,13,34,35,41,45],docker:[31,36,41,50,52,53],docker_build:16,docker_push:16,dockerfil:[35,41],dockerhub:35,doctor:61,document:[3,5,10,25,34,41,49,57,60,62,63,64],documentari:[3,61],doe:[3,5,10,18,21,22,24,29,30,33,37,42,44,60,62,63],doesn:[7,9,13,16,30,41,44,51,65],dog:[57,58],doing:44,domain:50,don:[10,16,17,30,33,50,64],done:[8,9,10,17,18,21,22,41,44,50,56,64],dopenblas_root:34,dot:[47,58,65],dot_period:[47,49,56,57,62,64,65],dotmuloper:9,dotmulproject:9,doubl:[3,34,47],down:[44,60],download:[13,18,25,35,37,56,57,60,63,64],download_cifar:57,downsampl:57,doxygen:[34,41],dpkg:37,drama:61,drive:32,drop:3,drop_rat:7,dropout:[7,42,60],dropout_r:9,drwxr:51,dst:22,dtoh:44,dtype:[5,33,58],dubai:65,due:[21,61],dummi:21,duplic:61,durat:[21,44],dure:[2,3,9,18,21,24,33,42,46,47,50,60,62,63,65],durn:3,dwith_c_api:28,dwith_doc:34,dwith_profil:44,dwith_python:28,dwith_swig_pi:28,dwith_tim:44,dyld_library_path:9,dynam:[2,3,22,28,30,34,44,47],dynamic_cast:42,each:[2,3,5,8,9,12,13,15,17,18,21,22,24,29,30,32,33,35,40,41,42,45,47,49,50,55,57,58,60,61,62,63,64,65],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,30,58],easi:[0,30,35,42,45,60],easier:[16,30,42],easili:[16,30,32,33],echo:[35,62,64],edit:[8,35,50],editor:35,edu:[13,50,51,57],educ:61,eeoi3ezpr86c:50,effect:[3,47,50],effici:[0,2,3,9,40,42],efg:9,efs:50,efs_dns_nam:50,efsvol:50,eight:63,either:[9,13,15,16,44,60,62],elb:50,elbapis:50,elec:60,electron:[51,60],elem_dim:9,element:[3,5,8,9,10,13,15,21,30,60,64,65],element_typ:22,elif:16,elimin:63,els:[9,16,24,32,35,42,58,60],emac:35,emailweixu:17,emb:[51,60],embed:[16,40,59,62,64],embedd:63,embedding_lay:60,embedding_nam:[9,40],embedding_s:[9,40],emphas:44,empir:9,emplace_back:42,emploi:[40,61],empti:[8,13,18,33],emul:65,enabl:[3,7,9,17,21,44,45,47,50],enable_grad_shar:[46,47],enable_parallel_vector:47,enc_proj:[10,40],enc_seq:10,enc_vec:40,encapsul:22,encod:[10,21,40,65],encoded_proj:[10,40],encoded_sequ:[10,40],encoded_vector:40,encoder_last:9,encoder_s:40,encrypt:50,encrypt_decrypt:50,end:[3,8,9,29,30,33,40,41,47,55,63,64,65],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[20,50],endtrain:16,engin:[0,24,44,61],english:[3,9,65],enjoi:35,enough:33,ensembl:10,ensur:[3,18,32,42],enter:[35,61],entir:[9,10,22,64],entiti:[8,32],entri:[13,21,24,42,50,61],entropi:[9,60,63],entry_point:24,enumer:[6,60],enumerate_data_types_of_data_lay:13,env:50,environ:[9,16,34,35,37,41,44,45,46,47,50,51,56,57,62],eol:41,eos_id:[9,40],epel:34,epoch:61,epsilon:11,equal:[9,10,18,47],equat:[8,9,10,11,35],equilibrium:56,equip:[34,40],equival:[9,16],error:[7,8,9,11,16,21,26,32,33,37,42,45,47,50,57,58,60,61,62,64,65],error_clipping_threshold:7,especi:[3,10,63],essenc:16,essenti:[9,16,34,63,65],estat:33,estim:[9,16],eta:51,etc:[8,13,30,32,35,45,46,49,50,64,65],etcd:[18,21,22],etcd_addr:22,eth0:[45,50],ethternet:45,eval:[8,60,62,64,65],eval_bleu:65,evalu:[2,9,14,15,44,45,60,64,65],evaluate_difficult:8,evaluate_pass:64,evalut:[33,65],even:[16,30,44,47,64],evenli:[22,50],event:51,event_handl:[15,16],everi:[2,3,8,9,10,13,16,18,21,22,32,40,41,42,47,60,63,64,65],everyth:[33,41],evid:29,exactli:[3,9,10,35,50,63],exampl:[2,3,8,9,10,11,13,15,24,26,29,30,33,34,35,40,41,42,44,45,46,47,49,50,51,57,58,59,60,64,65],exceed:9,except:[3,13,49,55,64],exchang:29,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[35,47],execut:[17,18,21,24,42,44,50,61,63,64],exist:[16,18,26,30,42,47,50,61,64],exit:[22,26,47,51],expand:[42,63,64,65],expand_a:9,expand_level:9,expandconvlay:9,expans:9,expect:[9,44,64],expens:65,experi:49,expert:17,expir:18,explain:[3,8,18,45,56,64],explan:[9,24,32,34,60,65],explanatori:[33,35],explicit:42,explicitli:[3,16],exploit:57,explor:9,exponenti:6,expos:[23,35,50],express:[16,50,64],extend:[0,8],extens:[61,62,65],extent:28,extern:[3,17,27,28],external_librari:17,extra:[7,9,10,33],extra_lay:15,extraattr:[7,49],extraattribut:9,extraattributenon:9,extract:[8,9,29,50,57,63,64],extract_fea_c:58,extract_fea_pi:58,extract_para:55,extralayerattribut:[7,10],extralayeroutput:10,extrem:[9,44],extremli:2,f120da72:51,f7e3:50,fa0wx:51,fabric:45,face:17,facotr:9,fact:58,factor:[7,9,11],factori:27,fail:[3,18,21,47,49,51,57],failur:[18,22],fake:56,fake_imag:30,falloc:25,fals:[3,7,8,9,10,11,13,30,33,40,42,47,49,51,55,60,62,63,64,65],false_label:30,false_read:30,famili:65,familiar:[3,33],fanscin:3,fantasi:61,fantast:60,far:0,farmer:61,fascinatingli:2,fast:[9,21,44],faster:[9,10,18,40,44,64],fault:21,favourit:35,fbd1f2bb71f4:51,fc1:[42,49],fc2:49,fc3:49,fc4:49,fc8a365:50,fc8a:50,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[33,42,49,60,62],fc_layer_nam:10,fc_mat:15,fc_param_attr:10,fclayer:42,fdata:63,fea:58,fea_output:58,feat:64,featur:[3,6,9,13,41,47,57,60,64,65],feature_map:62,feed:[10,13,15,16,33,64],feedback:0,feeder:13,feedforward:57,femal:61,fernan:64,festiv:3,fetch:[13,18,40,41,42],few:[3,17,18,30,35],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,44,50],figur:[16,17,40,42,44,55,56,57,58,63,64,65],file1:65,file2:65,file:[2,3,5,8,9,13,15,16,17,18,20,21,22,24,25,26,28,30,33,34,35,40,41,42,45,47,55,57,58,63,64,65],file_list:3,file_nam:[3,33,58,60,63],filenam:[3,20,62],fileoffset:25,filer:9,filesystem:[24,25,35,50],fill:[9,18,21,50,60],film:61,filter:[9,58],filter_s:[9,10],filter_size_i:9,finali:45,find:[9,11,18,32,35,44,57,64,65],fine:[7,21,62],fingerprint:50,finish:[3,18,21,24,35,45,50,51,57],finit:42,first:[3,9,13,16,18,21,24,26,33,35,37,40,41,42,44,47,49,50,55,56,57,58,60,62,63,64,65],first_seq:40,firstli:[8,9],firstn:13,firstseen:51,fit:[2,13,41],five:[44,60],fix:[3,7,27,41,65],flag:[13,47,56,57,63],flexiabl:30,flexibl:[0,2,9,10,16,22,40],flight:65,float32:[5,13,30,33,56,58],floor:9,flow:[31,41],fly:[33,60],fnt03:50,focu:[3,44],folder:[20,24,26,34,50,57,64,65],follow:[2,3,8,9,10,11,13,16,17,18,21,24,30,32,34,35,37,40,41,42,44,45,49,50,51,52,53,55,56,57,58,60,61,62,63,64,65],fool:56,forbid:16,force_load:27,forecast:64,forget:[11,16,64],fork:9,form:[2,3,9,10,11,44,63],format:[2,3,8,13,21,33,41,42,47,50,55,57,61,62,64],former:[16,17,65],formula:[9,10],formular:9,forward:[6,9,10,22,29,40,42,49,56,63,64],forwardactiv:42,forwardtest:5,found:[3,5,9,32,34,40,56,57,60,64],four:[3,8,37,55,58,60,62,63,64],frame:8,framework:[16,32,42,58,60,64],free:[13,65],french:65,frequenc:[13,44,55,60,64],frequent:[21,30,45,65],friend:32,frog:57,from:[0,3,5,8,9,10,13,15,17,18,20,21,22,26,29,30,32,33,35,40,41,42,44,45,47,49,50,51,55,56,57,58,60,61,62,63,64,65],from_no_sequ:9,from_sequ:9,fromfil:[30,33,58],fulfil:44,full:[9,18,35,40,42],full_matrix_project:[10,40],fulli:[33,41,42,44,56,57,58,60,62,64],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:55,fullyconnectedlay:42,func:[13,21],fundament:33,further:9,futur:9,gain:9,game:56,gamma:58,gan:16,gan_train:56,gangliao:17,gap:47,gate:[9,10,64],gate_act:[9,10],gate_recurr:9,gather:[9,29,42],gauss:7,gaussian:56,gcc:[27,34,35],gdebi:37,gen:[9,65],gen_conf:[56,65],gen_data:65,gen_result:65,gen_train:56,gen_training_machin:56,gender:[13,61,62],gener:[2,3,5,8,9,10,13,15,16,17,18,20,21,22,30,33,34,35,41,44,45,47,49,50,55,58,59,60,62,64],generated_word_embed:9,generatedinput:[9,40],generator_conf:56,generator_machin:56,generator_train:56,genert:3,genr:[61,62],gereat:8,get:[3,8,9,10,13,15,17,21,22,24,25,32,33,34,37,40,42,44,45,50,54,57,58,60,62,63,64],get_batch_s:63,get_best_pass:64,get_config_arg:[49,60,64],get_data:[51,60,63],get_dict:13,get_embed:13,get_imdb:64,get_input_lay:42,get_mnist_data:56,get_model:58,get_movie_title_dict:13,get_nois:56,get_output_layer_attr:10,get_shap:15,get_training_loss:56,get_word_dict:13,getbatchs:42,getenv:[16,24],getinput:42,getinputgrad:42,getinputvalu:42,getoutputgrad:42,getoutputvalu:42,getparameterptr:42,getsiz:42,getslotvalu:56,gettask:21,gettempl:50,gettranspos:42,getvari:32,getvarloc:32,getw:42,getweight:42,getwgrad:42,gfortran:34,gildea:63,gist:10,git:[31,34,35,41],github:[10,34,35,37,58],give:[3,18,33,35,42,44,50,60],given:[3,13,15,22,30,42,47,56,60,63,64,65],global:[3,7,16,17,18,29,32,44,47,50,64],global_learning_r:7,globalstat:44,globalstatinfo:44,globe:3,go1:34,go_librari:17,go_test:17,goal:[44,63],gob:21,godoc:27,goe:[9,10,18,32,33],going:[60,64],golang:34,good:[9,30,44,64,65],goodfellow13:9,googl:16,googleapi:[34,50],gopath:34,goroot:34,got:32,gpg2:50,gpg:50,gpu:[2,3,7,9,12,24,29,31,34,37,41,43,45,56,57,58,62,63,64,65],gpu_id:[47,49,56],gpugpu_id:46,grab:[18,64],grad:[22,47,61],grad_share_block_num:[46,47],gradient:[7,8,9,11,15,18,21,29,47,60,64],gradient_clipping_threshold:[7,60,64],gradient_evalu:8,gradient_machin:[15,28],gradientmachin:[5,15,28,29,56,62,65],gradual:[33,44],grai:57,gram:[55,64],grant:50,graph:[9,15,17,18,55],graphviz:58,grave:64,grayscal:3,greater:9,grep:[35,64],groudtruth:40,ground:[8,9,60,65],group:[10,21,64],group_input1:40,group_input2:40,group_input:40,grouplen:[13,61],gru:[9,40,60,65],gru_bias_attr:10,gru_decod:40,gru_decoder_with_attent:40,gru_encoder_decod:[55,65],gru_layer_attr:10,gru_memori:10,gru_siz:60,gru_step:40,gru_step_lay:10,grumemori:[10,40],gserver:[9,42],gsizex:44,guarante:42,guess:[33,64],gui:44,guid:[25,36,40,41,42,44,50,51,55,57,64,65],guidenc:33,gur_group:10,gzip:[21,51],hack:[36,45],hadoop:16,half:50,hand:[61,62,64],handi:17,handl:[13,16,24,29,30,32,45,62,64],handler:15,handwrit:[3,64],happen:21,hard:[50,60],hardwar:[35,44],has:[3,5,8,9,10,11,13,16,18,21,22,35,40,42,44,50,51,55,57,60,61,62,63,64,65],has_kei:15,have:[2,3,5,9,10,13,16,17,18,21,22,24,29,30,32,33,34,35,40,41,42,44,45,47,49,50,55,57,60,61,62,64,65],hdf:[2,20],head:[41,55,64],header:[22,28,33,42,55,58],health:61,heavi:45,height:[9,13,27,30,42,57],held:18,hello:16,help:[3,5,26,41,45],helper:[9,10,42],henc:32,here:[3,5,7,8,9,10,13,16,17,18,23,26,30,33,34,40,45,46,49,50,51,55,57,58,59,60,61,62,63,64,65],heurist:[9,47,65],hidden:[9,10,40,50,60,64],hidden_s:10,hierarch:[9,40],high:[7,42,56],higher:2,highest:[13,65],highli:[2,3,13,40,49,62,64],him:16,hint:33,histor:64,hl_get_sync_flag:42,hold:[16,18,21,23,32,50],home:[20,26,34,45,50,51],homemak:61,honor:21,hook:[3,7,63],hookattr:7,hookattribut:7,hope:0,horizont:[9,58],horror:61,hors:57,horst:64,host:[24,34,35,45,50,51],hostnam:[45,50],hostpath:51,hostport:50,hot:62,hour:65,hous:[3,13,33,55],how:[2,3,7,9,16,18,21,26,29,33,40,45,47,50,51,54,57,58,60,62],howev:[3,9,10,29,30,33,40,46,47,50,64,65],hpp:27,html:[13,35,57],htod:44,http:[9,10,13,24,34,35,37,41,50,51,56,57,58,65],huber:9,huge:[9,41],huina:64,human:[9,65],hyper:[9,42],hyperplan:13,i0601:62,i0706:65,i0719:65,i1117:44,iamfullaccess:50,iamusersshkei:50,ib0:45,ics:13,icwsm:64,id_input:8,idea:[9,17,30],ident:[33,35,50,61],identifi:42,identityoffsetproject:9,identityproject:9,ids:[8,9,42,60,62],idx:[21,42],ieee:64,ies:26,ignor:[3,9,47,55],ijcnlp:64,illustr:[3,8,18,22,40,42,44,60],ilsvrc:58,imag:[3,12,13,16,30,33,36,41,49,50,52,53,56,58,59,65],image_a:30,image_b:30,image_classif:57,image_fil:30,image_lay:30,image_list_provid:58,image_nam:16,image_path:30,image_provid:57,image_reader_cr:30,image_s:58,imagenet:[9,20,59],imagepullpolici:50,imageri:9,images_reader_cr:30,imdb:61,imdber:64,img:[3,9,57],img_conv_lay:10,img_featur:3,img_pool_lay:10,img_siz:57,imgsiz:44,imgsizei:44,imgsizex:44,immedi:50,immutable_paramet:16,implement:[3,9,10,11,13,21,22,23,24,27,28,29,32,40,60,63],impli:17,improv:[0,9,44,50,64,65],inbound:50,includ:[2,3,8,9,10,13,16,17,22,24,27,28,34,35,40,41,42,44,47,50,51,55,60,61,63,65],inconsist:61,incorpor:9,incorrect:9,increas:[18,21,47,65],increment:47,incupd:42,inde:[13,30,35],independ:[9,22,32,60],index:[3,8,9,12,13,15,18,21,45,50,62],indexslot:[9,63],indic:[3,8,9,22,33,45,50,63],individu:[18,33,50],industri:18,ineffici:29,infer:[1,16,18,27,34],infiniband:45,info:[8,9,13,42,45],inform:[5,9,13,24,26,32,42,44,47,50,61,62,63,64,65],infrastructur:[50,56],ingor:47,ininst:16,init:[7,9,42,49,50,56,60,63],init_hook:[60,63],init_model_path:[46,47,49,55,60,63],initi:[3,5,7,9,13,17,21,40,42,47,55,56,60,63],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,56],inlcud:10,inlin:50,inner:42,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,29,30,32,33,40,42,49,55,56,57,58,60,62,63,64,65],input_data:42,input_data_target:42,input_featur:6,input_fil:[33,63],input_hassub_sequence_data:42,input_id:9,input_imag:[10,57],input_index:42,input_label:42,input_lay:42,input_nam:16,input_sequence_data:42,input_sequence_label:42,input_sparse_float_value_data:42,input_sparse_non_value_data:42,input_t:42,input_typ:[33,60],inputdef:42,inputlayers_:42,inputtyp:[3,13],insert:41,insid:[8,9,18,29,30,35,50],inspect:41,inspir:55,instal:[9,24,35,38,41,45,51,57,58,62,63,64],instanc:[9,18,20,23,40,42,44,47,63],instance_ip:50,instanti:18,instead:[9,10,12,17,24,30,35,45,60,65],instruct:[35,37,44,60],int32:47,int64:25,integ:[3,8,9,13,21,24,27,42,60,64],integer_valu:[3,13,60],integer_value_sequ:[3,13,40,60,63],integr:[8,34,63],intend:0,inter:[9,45],interact:[35,50],intercept:9,interest:[44,64],interfac:[1,5,7,9,10,21,24,26,29,45,50,57,62,64],interg:60,intergr:9,intermedi:[26,63],intern:[9,10,13,15,50],internet:[18,64],interpret:[3,8,34,44],interv:64,intrins:34,introduc:[3,9,18,32,51,62,64],introduct:[4,56],invalid:[30,32],invari:57,invoc:17,invok:[3,9,15,29,44,50],involv:56,iob:8,ioe:8,ips:50,ipt:[9,40],ipython:16,is_discriminator_train:56,is_gener:[9,55,56,65],is_generator_train:56,is_kei:62,is_loc:15,is_predict:[60,64],is_seq:[9,40],is_sequ:62,is_stat:7,is_test:[58,63,64],is_train:3,isn:44,isol:35,isspars:42,issu:[34,35,44],item:[9,13,15,30],iter:[9,10,11,13,15,16,18,30,57,63,64],its:[3,9,10,16,18,21,29,32,41,42,44,47,50,55,56,57,60,64,65],itself:[10,18,32],java:27,jeremi:44,jie:[63,64],jmlr:9,job:[5,13,46,47,49,58,60,62,63,64,65],job_dispatch_packag:45,job_id:13,job_mod:55,job_nam:[24,50],job_namespac:50,job_path:50,job_workspac:45,jobpath:50,jobport0:50,jobport1:50,jobport2:50,jobport3:50,jobserv:24,johan:64,join:18,joint:[55,65],jointli:[10,65],journal:[63,64],journei:35,jpeg:57,jpg:58,json:[45,50,51,62],jth:10,judg:65,jupyt:[24,35],just:[3,6,8,9,10,13,21,22,29,32,33,41,45,49,50,55,57,62,63,64],jx4xr:50,jypyt:16,k8s_data:50,k8s_job:16,k8s_token:16,k8s_train:50,k8s_user:16,kafka:20,kaim:9,kaimingh:58,kebilinearinterpbw:44,kebilinearinterpfw:44,keep:[3,9,13,18,32],kei:[3,13,15,18,20,21,25,41,44,45,62,64],kernel:[9,44,60],key1:47,key2:47,key_pair_nam:50,keyid:50,keymetadata:50,keypair:50,keyserv:50,keystat:50,keyusag:50,keyword:3,kill:[18,50],kind:[2,3,16,18,23,33,50,51,56,60,62],kingsburi:63,kms:50,know:[3,10,16,21,33,41,42,44,50,62],knowledg:64,known:[56,64,65],kriz:[13,57],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:50,kubectl:51,kuberent:[18,50],kubernet:[16,18,43,45,52,53],kubernetes_service_host:16,kwarg:[3,10,11,13,60,63],l1_rate:7,l2_rate:7,l2regular:[57,60,64],label:[3,5,8,9,11,13,15,30,33,51,56,57,58,59,60,64],label_dict:63,label_dim:[9,60],label_fil:[30,63],label_lay:30,label_list:63,label_path:30,label_slot:63,labeledbow:64,labl:64,lag:47,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,32,49,55,63,64,65],larg:[12,13,41,63,64,65],larger:[3,7,8,9,45],last:[8,9,10,33,40,45,47,60,64,65],last_time_step_output:9,lastseen:51,late:64,latenc:[9,45,50],later:[17,34,50,60],latest:[9,18,35,41,51,64],latter:65,launch:[47,50,64],launcher:16,lawyer:61,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,30,33,40,43,46,47,55,56,57,58,60,62,63,64],layer_0:42,layer_attr:[9,40,49],layer_num:[49,58],layer_s:9,layer_typ:9,layerbas:42,layerconfig:42,layergradutil:42,layermap:42,layeroutout:9,layeroutput:10,lbl:[8,57],ld_library_path:[9,34,37,45],lead:44,learn:[0,7,8,9,10,11,13,16,22,30,33,35,38,40,42,44,57,58,60,63,64,65],learning_method:[33,55,57,60,64,65],learning_r:[7,22,33,55,57,60,64,65],leas:18,least:[8,9,18,34,61],leav:[3,50],lecun:13,left:[9,33,58],leman:65,len:[3,9,22,25,42,60,62,63],length:[9,10,13,22,40,47,51,64,65],less:[9,16,45,65],less_than:16,let02:51,let:[5,8,9,16,33,50,62],level:[7,9,45,47,56,62,64,65],lgtest:17,lgtest_main:17,lib64:[34,45,47],lib:[9,28],libapi:17,libari:28,libcudnn:34,libjpeg:57,libpaddl:[27,28],libpaddle_capi:28,libpaddle_gserv:28,libpaddle_math:28,libpython:34,librari:[9,17,23,28,34,35,45,47,62],libwarpctc:9,licens:63,life:18,lifetim:32,like:[3,8,9,13,17,18,24,30,32,33,34,40,44,45,46,49,50,55,58,60,62,64,65],limit:[9,13,44,47],line:[2,3,5,8,13,17,24,26,33,41,43,44,45,49,50,55,57,58,62,63,64,65],linear:9,linearactiv:33,linguist:63,link:[9,10,17,25,26,32,34,50,60,64],linux:[9,25,34,35,37,50,65],lipeng:55,lipton:64,list:[2,3,8,9,13,15,16,21,24,26,29,32,33,35,40,42,45,47,49,50,57,58,60,62,63,64,65],listen:47,literatur:64,littl:[2,3,22,47,60,64],lium:65,live:[18,35],liwicki:64,load:[2,3,5,9,16,18,33,47,50,58,63,64,65],load_featur:58,load_feature_c:58,load_feature_pi:58,load_missing_parameter_strategi:[46,47,49,55,63],load_uniform_data:56,loadparamet:5,loadsave_parameters_in_pserv:[46,47],loc:8,local:[7,18,23,34,35,45,46,47,51,57,64],localhost:35,localpath:26,locat:[40,42,60,63],lock:[18,21,22],log:[3,21,26,42,45,47,50,51,57,62,63,64,65],log_barrier_abstract:47,log_barrier_lowest_nod:[46,47],log_barrier_show_log:[46,47],log_clip:[46,47],log_error_clip:[46,47],log_period:[47,49,51,56,57,60,62,63,64,65],log_period_serv:[46,47],logarithm:6,logger:3,logic:[3,29,32,45],login:35,longer:65,look:[3,8,24,33,45,46,50,51,56,60],lookahead:9,lookup:60,loop:[30,32],loss:[9,42,56,60,64,65],lot:46,low:9,lower:45,lowest:47,lpaddle_capi_shar:28,lpaddle_capi_whol:28,lstm:[9,40,51,60],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_layer_attr:10,lstm_size:60,lstm_step:10,lstmemori:[10,40],lstmemory_group:9,ltr:9,lucki:33,mac:[9,28,34,35],machan:10,machin:[9,10,13,15,33,42,46,47,49,50,51,60,62,64,65],machine_transl:40,made:[3,18,22,33,40,61],mai:[3,9,30,32,35,44,50,61],main:[3,5,41,50,57,63,64],mainli:[23,47],maintain:[9,21,50],majel:17,major:[35,56,58,64,65],make:[3,8,9,16,17,18,21,22,29,30,34,35,41,42,44,45,50,57,60,62,64],male:61,malloc:42,man:25,manag:[18,22,23,26,32,41,45],manageri:61,mandarin:9,mani:[0,9,10,21,29,32,33,35,47,60,61,62,64],mannal:45,manner:9,manufactur:65,mao:64,map:[3,8,9,13,15,16,21,32,47,57,58,62],map_read:13,mapper:13,mapreduc:16,marcu:64,mark:[3,32,40,63],mark_slot:63,market:[33,61,64],martha:63,mask:[7,9],master:[16,31,41,47,64],mat:[27,28],mat_param_attr:10,match:44,math:[10,27,42,44],matirx:9,matplotlib:57,matric:[5,40,42],matrix:[8,9,10,13,15,27,28,42,46,49,58,63],matrixptr:42,matrixtyp:28,matter:3,max:[3,7,9,13,44,47,49,57,60,62],max_id:[9,15,60],max_job_id:13,max_length:[9,40],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:[8,60],maxid_evalu:8,maxid_lay:60,maxim:[9,65],maximum:[8,13,22,40,44,47,60,63,64],maxinum:12,maxpool:9,mayb:[9,10,57],md5:[13,19],mean:[3,7,8,9,10,11,12,13,15,17,30,32,33,40,44,45,47,49,50,55,56,57,58,60,62,63,64,65],mean_img_s:57,mean_meta:58,mean_meta_224:58,mean_valu:58,measur:[33,44],mechan:[9,10,23,40,50,64],media:64,meet:63,mem:[9,24],member:[13,16,29,32],memcpi:[29,44],memor:64,memori:[2,3,10,21,24,40,42,44,47,49,51,60,63,64,65],memory_nam:9,memory_threshold_on_load_data:47,mention:21,mere:10,merg:[22,29,41,47,55,65],mergedict:[55,65],messag:[33,41,47,51,62,64,65],meta:[45,57,58,60],meta_config:[45,62],meta_gener:[45,62],meta_path:57,metadata:[25,50,51],metaplotlib:16,method:[3,9,11,15,32,35,42,44,47,49,60,64,65],might:[9,17,35,42,50],mileag:44,million:[13,49,61],min:[7,44,49,50,62],min_pool_s:3,min_word_freq:13,mind:45,mini:[3,9,13,15,18],mini_batch:30,minibatch:9,minibatch_data:13,minim:[3,11,33,47],minimum:9,minimun:47,minst:3,minut:[18,50,65],mirror:35,mislead:22,miss:[47,55,63],mit:50,mix:[10,40,63],mixed_bias_attr:10,mixed_lay:[10,63],mixed_layer_attr:10,mixedlayertyp:9,mkdir:[26,34,35,50],mkl:34,mkl_path:34,mkl_root:34,ml_data:[45,62],mnist:[3,5,20,30],mnist_provid:3,mnist_random_image_batch_read:30,mnist_train:[3,30],mnist_train_batch_read:30,mod:63,modal:63,mode:[9,41,47,56,57,58,62,64,65],model:[1,2,5,9,10,13,18,19,41,42,43,47,50,62,63,64],model_config:[5,56],model_list:[47,49,63,64],model_output:64,model_path:49,model_zoo:[55,58],modifi:[5,40,41,42,45,50],modul:[2,3,5,10,13,15,33,34,57,58,60,63],modulo:9,momentum:[7,32,33,60],momentumoptim:[33,57],mon:51,monitor:[60,64],mono:9,month:[17,60,65],mood:64,more:[2,3,5,8,9,10,13,16,18,21,24,26,30,33,35,40,41,42,44,45,49,51,57,60,63,64,65],morin:9,mose:[64,65],moses_bleu:65,mosesdecod:64,most:[3,5,9,13,16,30,33,40,42,44,46,62,63,64,65],mostli:[57,61],mount:[24,35,50,51],mountpath:[50,51],move:[9,18,21,26,44,50,62,64],movement:[44,64],movi:[3,13,64],movie_categori:13,movie_id:62,movie_info:13,movie_review:13,movieid:61,movieinfo:13,movielen:59,moving_average_fract:9,mpi:45,mse_cost:33,much:[9,18,30,44],mul:42,mulit:45,multi:[9,29,42,46,47,58,65],multi_binary_label_cross_entropi:9,multi_crop:58,multigradientmachin:29,multinomi:9,multipl:[8,9,10,13,15,16,21,22,35,40,42,47,49,50,56,60,62,64],multipli:[8,9,42,57],multiprocess:13,multithread:3,music:61,must:[3,6,8,9,10,13,22,30,34,35,40,41,42,45,47,49,50,65],my_cluster_nam:50,my_external_dns_nam:50,mypaddl:51,mysteri:61,name:[3,7,8,9,10,12,13,15,16,18,20,22,24,28,33,35,40,41,42,44,45,47,49,51,52,53,55,56,57,58,60,62,64,65],name_prefix:20,namespac:[27,35,42,51],nativ:9,natur:[21,49,63,64],nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,nearest:60,necessari:[3,9,22,29,34,42,45,60,64],necessarili:42,need:[3,8,9,10,13,16,17,21,22,24,26,29,32,33,34,35,37,40,41,42,45,46,47,49,50,51,56,57,58,60,62,63,64,65],neg:[3,8,9,60,63,64],neg_distribut:9,negat:63,neighbor:60,ner:8,nest:[3,9,13],net:[9,10,32],net_conf:64,net_diagram:58,network:[2,3,5,7,8,9,11,13,14,15,16,18,30,32,33,35,42,44,45,47,55,64,65],network_config:49,networkadministr:50,neural:[3,5,9,10,11,13,15,16,18,32,33,44,47,55,56,58,64,65],neuralnetwork:29,neuron:[5,42,60,64],never:[13,30,32,50,51],newest:22,newtork:64,next:[9,13,18,23,40,41,42,44,47,50,51,63,64,65],nfs4:50,nfs:50,nfsver:50,nginx:35,ngram:13,nic:[45,46,47],nil:21,nine:[13,63],nlp:[3,9],nltk:13,nmt:65,nnz:42,no_cach:3,no_sequ:[3,9,62],noah:64,noavx:[35,37],node:[9,17,42,45,47,50,51,64,65],node_0:50,node_1:50,node_2:50,nodefil:45,noir:61,nois:[9,18,56],noise_dim:56,non:[9,18,42,47,50],none:[2,3,5,7,8,9,10,11,12,13,15,16,33,40,58,60],nonlinear:42,norm:56,norm_by_tim:9,normal:[3,5,9,10,13,37,40,42,45,47,51,55,56,58],normzal:58,north:57,notat:9,note:[3,5,7,9,10,12,15,16,21,24,30,34,44,47,49,50,55,57,62,64],notebook:[24,35],noth:[6,15,32,41,47],notic:[40,42],novel:64,now:[0,3,9,13,17,18,32,33,35,41,47,50,56,62,63],np_arrai:13,nproc:34,ntst1213:65,ntst14:65,nullptr:[32,42],num:[9,45,47,60,63,64,65],num_channel:[9,10,57],num_chunk_typ:8,num_class:[9,10,57],num_filt:[9,10],num_gradient_serv:[46,47],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,33,46,47,49,51,60,62,63,64,65],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[3,8,9,13,18,20,30,33,41,42,45,47,50,55,57,58,60,63,64,65],numchunktyp:8,numdevices_:49,numlogicaldevices_:49,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,30,33,34,56,58],numsampl:44,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,35],nvidia:[34,35,44,47],obei:8,obj:[3,33,57,58,60,62],object:[3,5,7,9,10,11,13,15,16,27,32,44,56,57,58,60,63],observ:[11,33,42,44,65],obtain:[60,63,64],occup:[61,62],occur:[13,15],oct:51,odd:9,off:[28,35,41],offer:[5,63],offici:[9,35,50,57],offlin:[18,20],offset:[9,62],often:[45,60,65],ograd:42,old:[22,35,47],omit:60,on_init:3,on_travisexclud:34,onc:[3,9,18,21,35,42,50,60],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,29,30,32,33,35,41,42,45,47,49,50,51,55,56,57,58,60,62,63,64,65],one_host_dens:62,one_hot_dens:62,onli:[2,3,5,8,9,10,12,13,15,16,17,21,22,23,24,26,29,33,34,40,41,42,44,46,47,49,50,51,55,58,60,61,64,65],onlin:[9,11,18,20,30],onto:50,open:[0,3,9,16,20,30,33,35,50,58,60,63],openbla:34,openblas_path:34,openblas_root:34,oper:[9,10,11,13,32,35,40,42,44,47,50,55,57,62],opinion:64,ops:17,ops_test:17,opt:[16,34],optim:[3,7,14,15,29,33,42,44,64],option:[3,8,9,16,17,33,41,42,45,49],order:[3,9,10,13,15,30,42,47,50,51,56,58,60,64,65],ordinari:64,oregon:50,org:[8,9,10,13,20,25,34,35,56],organ:[8,9,57,64,65],origin:[0,2,3,9,13,32,56,63,65],other:[3,8,9,10,13,18,22,26,32,34,35,37,40,41,49,50,51,55,56,57,58,60,61,63,64,65],otherchunktyp:8,otherwis:[2,9,13,16,18,22,30,40,41,45,49,62,65],our:[16,17,32,35,40,41,42,50,51,55,57,60,63,64,65],out:[9,15,16,17,21,33,40,44,47,50,51,57,64],out_dir:50,out_left:9,out_mem:40,out_right:9,out_size_i:9,out_size_x:9,outlin:48,outout_lay:15,outout_layer1:15,outout_layer2:15,outperform:63,output:[5,6,7,8,9,10,12,13,15,16,20,26,30,32,33,40,42,44,47,49,51,55,56,57,58,60,62,63,64,65],output_:[9,42],output_dir:58,output_fil:63,output_id:9,output_lay:[15,58],output_max_index:12,output_mem:[9,40],output_path:20,outputh:9,outputw:9,outsid:[3,9,10,32],outter_kwarg:3,outv:42,over:[2,9,10,16,41,42,44,60,63,64],overcom:64,overhead:44,overlap:[8,42],overlap_threshold:8,overrid:[18,26,42],overview:[21,22,23],overwrit:26,owe:0,own:[22,35,45,50],pacakg:37,pack:35,packag:[3,13,21,24,35,36,41,50],pad:60,pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,18,20,24,26,27,28,29,33,34,35,36,37,40,41,42,43,44,45,47,49,50,56,57,60,62,63,64,65],paddle_begin_init_param:22,paddle_element_typ:22,paddle_element_type_float32:22,paddle_element_type_float64:22,paddle_element_type_int32:22,paddle_element_type_int64:22,paddle_element_type_uint32:22,paddle_element_type_uint64:22,paddle_error:[27,28],paddle_exampl:24,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:24,paddle_matrix:[27,28],paddle_matrix_cr:28,paddle_matrix_get_shap:27,paddle_matrix_shap:27,paddle_n:45,paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:24,paddle_output:51,paddle_paramet:22,paddle_port:45,paddle_ports_num:45,paddle_ports_num_for_spars:45,paddle_pserver2:45,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:55,paddle_save_model:22,paddle_send_grad:22,paddle_source_root:55,paddle_train:[28,31,45],paddledev:[50,51],paddlepaddl:[0,2,3,5,9,10,13,18,20,22,23,24,25,26,30,32,33,34,37,40,41,42,43,44,45,52,53,58,60,62,63,64],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[41,50,62],pai:35,pair:[8,63],palceholder_just_ignore_the_embed:55,palmer:63,paper:[9,55,56,58,63,64,65],paraconvert:55,paragraph:64,parallel:[44,47,49,50,51,65],parallel_nn:[7,46,47],param:[7,9,13,22,29],param_attr:[9,10,33,40],param_config_proto:22,paramattr:[7,9,33,40],paramet:[2,3,5,8,10,11,12,13,14,17,19,26,30,32,33,42,43,49,56,57,60,62,63,64,65],parameter_attribut:9,parameter_block_s:[46,47],parameter_block_size_for_spars:[46,47],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:42,parameters_:42,parameterset:16,parameterupdat:29,parametris:11,paramt:[50,55],paramutil:62,paraphras:65,paraphrase_data:55,paraphrase_model:55,paraspars:42,parent:42,parent_:32,pars:[5,13,17,49,50,56,62,63],parse_config:[5,56],parser:62,part:[3,8,33,40,41,42,44,56,60,62,63,64,65],parti:[44,62],partial:[9,56],partial_sum:9,participl:55,particular:44,partit:[18,20,50],pass:[3,9,13,15,18,29,30,32,33,41,42,44,45,47,50,51,56,57,60,62,63,64,65],pass_id:15,pass_idx:30,pass_test:56,passtyp:42,password:45,past:[16,35,50],patch:25,path:[2,3,8,9,13,15,18,21,22,24,30,33,34,45,47,49,50,51,55,57,58,60,63,64,65],pattern:[13,18,27,33,50,64],paul:63,paus:18,pave:65,pdf:[9,10],pem:[16,20,50],pend:[18,21],penn:63,per:[8,9,13,18,22,30,47,57,60],perfom:[47,49],perform:[2,9,10,22,29,33,40,42,43,45,46,56,57,60,64,65],period:[2,18,47,60,62,63,64,65],perl:[64,65],permiss:50,peroid:9,persist:50,persistentvolum:50,persistentvolumeclaim:50,person:[8,16],perspect:44,perturb:42,pfs:[20,26],pfsclient:20,pfspath:26,pgp:50,phase:33,photo:57,pick:[3,50],pickl:62,pictur:60,piec:[9,10,33],pillow:[24,57],pip:[34,41,45,57,62],pipe:61,pipelin:63,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,18,42,44,45,58,65],placehold:[33,55],plai:[63,64],plain:[2,8,9,15,24,28],plan:[18,42],platform:[0,33,50],pleas:[3,5,7,9,10,11,16,18,21,22,23,30,34,35,36,40,41,42,50,55,57,60,62,63],plot:[16,57],plotcurv:57,plu:9,png:[57,58],pnpairvalidationlay:47,pnpairvalidationpredict_fil:46,pod:[20,24,50,51],pod_nam:50,point:[18,24,33,44],pointer:[22,32],polar:[13,64],polici:50,polit:64,poll:64,poo:57,pool3:42,pool:[3,10,14,57,60,62],pool_attr:10,pool_bias_attr:10,pool_layer_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[10,60],pooling_typ:[9,60],poolingtyp:12,popul:22,popular:[33,58],port:[17,35,45,46,47,50,51],port_num:46,ports_num:47,ports_num_for_spars:[46,47,49],pos:[62,64],pose:18,posit:[3,8,9,13,60,63,64,65],positive_label:8,possibl:[16,21,44,56],post1:34,post:[24,25],potenti:44,power:[60,65],practic:[9,33,40,42],pre:[3,9,10,13,16,22,35,50,51,55,57,63,64,65],pre_dictandmodel:55,precis:[8,34],precision_evalu:8,pred:[60,63],predefin:64,predetermin:[9,47,65],predic:[13,63],predicate_dict:63,predicate_dict_fil:63,predicate_slot:63,predict:[3,4,8,9,11,15,33,40,45,47,55,60,65],predict_fil:47,predict_output_dir:[46,47,60],predict_sampl:5,predicted_label_id:60,prediction1:15,prediction2:15,predictor:62,predin:57,prefer:64,prefetch:42,prefix:[8,18,20,50],pregrad:42,preinstal:34,premodel:55,prepar:[5,24,29,40,52,60],preprcess:64,preprocess:[13,45,51,64],prerequisit:34,present:[16,41,58,63,65],preserv:26,pretti:33,prev_batch_st:[46,47],prevent:[2,11,16,18,21],previou:[9,10,18,26,42,47,50,63,65],previous:[9,51,58],price:[13,33],primarili:64,principl:16,print:[7,15,16,33,47,55,60,62,63,64,65],printallstatu:44,printer:8,printstatu:44,prite:8,privat:[28,32,41],privileg:50,prob:[8,15,56],probabilist:[9,55],probability_of_label_0:60,probability_of_label_1:60,probabl:[8,9,15,40,58,60,63],problem:[5,9,11,16,17,41,60,63,64],proc:35,proc_from_raw_data:60,proce:[13,18,30,50],procedur:[55,63,65],proceed:[9,63],process:[2,3,5,7,9,10,13,16,20,21,33,35,40,45,47,49,50,51,55,57,58,60,62,63,64,65],process_num:13,process_pr:60,processdata:[57,58],processor:44,prod:[35,41],produc:[10,13,18,30,35,58,60],product:[0,24,35,41,42,50,60,64],productgraph:51,profil:[26,34],proflier:44,program:[2,13,16,20,22,30,32,35,41,44,45,47],programm:61,progress:[18,21,47],proivid:3,proj:9,project:[9,10,24,28,34,40,42,62],promis:[9,10],prompt:26,prone:16,prop:63,propag:[11,47,49],properli:60,properti:[3,47],propos:65,proposit:63,protect:42,proto:12,protobuf:[24,34],protocol:[8,47],prove:60,proven:65,provid:[0,9,13,16,22,24,33,35,44,45,50,55,56,57,58,61,64],providermemory_threshold_on_load_data:46,provis:50,provod:3,prune:9,ps_desir:18,pserver:[22,23,24,45,46,47,50],pserver_addr:22,pserver_cpu:24,pserver_id:19,pserver_mem:24,pserver_num_thread:[46,47],pserver_spec:15,pserverstart_pserv:46,pseudo:[16,24],psize:42,ptr:28,pull:[31,35,55,65],punctuat:64,purchas:60,purpos:[0,18,44],push_back:42,put:[18,35,42,45,51,60],pvc:50,pwd:[35,41],py_paddl:[5,13,56],pydataprovid:[2,3,60],pydataprovider2:[4,5,33,60,62,64],pyramid:9,pyramid_height:9,python:[2,3,4,9,15,16,23,27,29,31,33,34,40,41,45,55,56,57,63,64,65],pythonpath:57,pzo:64,qualifi:34,qualiti:60,queri:[9,50,65],question:[9,16,50,63],quick:[47,51,59,65],quick_start:[24,50,51,52,60],quick_start_data:51,quickli:33,quickstart:51,quit:44,quot:61,r_t:9,rais:13,ramnath:64,ran:44,rand:[44,47,49,56,63],random:[3,7,9,13,20,29,30,33,47,56,57,63],random_imag:20,randomli:64,randomnumberse:46,rang:[3,9,13,20,30,47,49,57,61,63],rank:[9,16,50,58,60],rare:3,rate:[7,8,11,13,22,42,45,57,60,62,64,65],rather:[5,24,50,64],ratio:47,raw:[9,33,60,64],raw_meta:62,rdma:[34,47],rdma_tcp:[46,47],reach:[18,44,63],read:[2,3,13,15,16,18,20,30,33,40,41,45,50,58,60,62],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,20,65],reader_cr:20,reader_creator_bool:30,reader_creator_random_imag:[13,30],reader_creator_random_image_and_label:[13,30],readi:[18,33,50,51,57],readm:[28,41,61,62,64],readonesamplefromfil:3,readwritemani:50,real:[3,30,33,56],realist:16,reason:[10,16,18,35,51],recal:8,receiv:[18,24],recent:65,reciev:47,recogn:57,recognit:[3,9,58,64],recommand:3,recommend:[2,10,16,35,40,42,45,47,62],recommonmark:34,recompil:44,record:[21,41,50,63],recordio:[13,16,20,21],recov:[18,33,56],recoveri:21,rectangular:9,rectifi:9,recurr:[32,63,64],recurrent_group:[10,40],recurrent_lay:10,recurrentgradientmachin:28,recurrentgroup:8,recurrentlay:47,recurs:26,recv:50,reduc:[11,45,47,49],refactor:29,refer:[2,5,7,9,10,11,18,21,22,23,32,40,41,42,45,51,55,57,60,62,65],referenc:[9,21],reflect:21,regard:63,regardless:65,regex:62,region:[32,44,63],regist:[42,44],register_gpu_profil:44,register_lay:42,register_timer_info:44,registri:[24,35,51],regress:59,regular:[7,42,50,57,60,64],rel:[2,10,45],relat:[3,18,24,32,35,37,51,64],relationship:[13,33,56],releas:[31,34,35,37,50,61,63],relev:[63,65],reli:34,reliabl:18,relu:[9,42],remain:60,rememb:9,remot:[7,41,42,45,47,49,50],remoteparameterupdat:[23,47],remov:[13,26,41,45,47,64],renam:[26,65],reorgan:9,replac:[17,21,35,64],replicaset:24,report:[21,44,45],reportdataset:21,repositori:[9,41],repres:[3,5,9,13,21,40,42,50,57,60,61],represent:[9,22,60,64],reproduc:65,request:[18,31,50,51,55,65],requir:[2,8,9,16,18,22,24,26,42,45,50,51,56,57,60,62],res5_3_branch2c_bn:58,res5_3_branch2c_conv:58,res:63,research:[13,57,61,64],resembl:64,reserv:[3,26],reserveoutput:42,reset:[9,18],reshap:30,reshape_s:9,residu:58,resnet:59,resnet_101:58,resnet_152:58,resnet_50:58,resolv:[41,51],resourc:[35,50],respect:[3,33,40,42,47,57,58,63,65],respons:[9,29,50,51],rest:[3,9,24,25,33],restart:[18,22,50,51],restartpolici:[50,51],restrict:[32,47],resu:30,result:[5,6,8,9,15,21,44,47,50,57,58,60,62,63,64],result_fil:8,retir:61,retran:50,retriev:[32,42,51],return_seq:10,reuqest:31,reus:[30,42],reveal:16,revers:[9,10,40,63,64],review:[13,41,51,60,64],reviews_electronics_5:51,revis:60,rewrit:[17,65],rgb:9,rgen:64,rho:11,rich:33,right:[3,9,17,24,58],rkt:24,rmsprop:60,rnn:[9,10,32,43,46,60,64],rnn_bias_attr:40,rnn_layer_attr:40,rnn_out:40,rnn_step:9,rnn_use_batch:[46,47],rnnlm:13,robot:57,role:[13,16,21,22,50,59,64],roman:64,romanc:61,root:[11,12,45,50,51],root_dir:45,rot:9,roughli:[3,56],routledg:64,row:[5,8,9,13,42,58],row_id:9,rpc:21,rpcserver:21,rsize:50,rtype:13,rule:[8,42,50],run:[16,18,24,32,35,41,42,43,44,47,50,52,53,55,57,58,60,62,64,65],runinitfunct:44,running_on_cloud:24,runtim:[2,3,34,35,45],s_param:56,s_recurrent_group:40,sacrif:2,safe:24,sai:[9,33,47,49],sake:42,sale:61,same:[3,5,8,9,10,16,21,22,32,40,45,49,50,55,60,62,63,64,65],samping_id:9,sampl:[3,5,8,13,45,47,49,55,56,58,60,62,63,64,65],sample_dim:56,sample_id:8,sample_num:8,santiago:64,satifi:8,satisfi:[45,50,60],save:[3,9,13,18,20,21,22,24,33,47,49,50,51,57,58,60,62,63,64,65],save_dir:[33,47,49,51,56,57,60,62,63,64,65],save_only_on:[46,47],saving_period:[46,47],saving_period_by_batch:[46,47,49,60],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,58,61],scalingproject:9,scan:21,scatter:9,scenario:[33,46],scene:46,schdule:50,schedul:[21,24,50,56],scheduler_factor:7,schema:55,scheme:[8,63],schmidhub:64,schwenk:65,sci:61,scienc:64,scientist:[0,61],score:[8,9,62,64,65],screen:62,scrip:60,script:[5,13,45,50,57,58,60,63,64,65],seaplane_s_000978:57,search:[9,18,32,34,40,47,63,65],seat:65,second:[3,9,13,16,26,30,33,35,45,55,58,60,61,64],secret:50,section:[3,40,42,45,50,60],sed:64,see:[3,5,9,10,16,18,33,35,41,44,50,55,56,58,60,62,64,65],seed:[44,47],seem:17,segment:8,segmentor:55,sel_fc:9,select:[9,41,50,61,65],selectiv:9,selector:51,self:[33,42,61,64],selfnorm:9,semant:[13,16,31,59,64],semat:16,sen_len:63,send:[18,22,47,50],sent:[16,22,51],sentenc:[3,9,13,40,60,63,64,65],sentiment:[3,33,59,60,63],sentiment_data:64,sentiment_net:64,sentimental_provid:3,separ:[3,8,22,47,55,60,61,62,63,65],seq:[9,13,62],seq_pool:9,seq_text_print:8,seq_to_seq_data:[55,65],seq_typ:[3,13],seqtext_evalu:8,seqtoseq:[9,55,65],seqtoseq_net:[9,55,65],sequel:3,sequenc:[3,6,8,9,10,12,13,42,55,60,62,63,64,65],sequence_conv_pool:60,sequence_group:9,sequence_nest_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9],sequenti:[9,40,60,63],seri:[10,64],serial:[3,15,21,29],serv:[35,44,50,56],server:[16,17,23,35,42,45,46],serverless:18,servic:[35,61],session:[35,44],set:[2,3,5,7,8,9,10,13,15,16,18,24,32,33,34,35,37,40,42,43,44,45,46,47,49,50,51,55,57,58,60,61,62,63,64,65],set_active_typ:42,set_default_parameter_nam:7,set_drop_r:42,set_input:9,set_siz:42,set_typ:42,setp:50,settup:42,setup:[3,35,42,60],sever:[3,8,9,29,45,49,50,59,60,62,63,64,65],sgd:[11,15,16,18,24,29,45,56,64,65],sgdasync_count:46,shallow:63,shape:[9,13,15,58],shard:[18,19,20,21,22,50],share:[9,17,28,29,34,35,44,47,51,63],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[27,28,32],shell:[50,58],shift:58,ship:57,shold:64,shop:64,shorten:9,shorter:58,should:[3,5,7,8,9,13,15,16,22,24,29,30,33,37,40,41,45,50,57,60,62,63,64,65],should_be_fals:16,should_be_tru:16,should_shuffl:[3,63],show:[5,8,11,13,18,26,33,47,50,51,55,58,60,62,63,64,65],show_check_sparse_distribution_log:[46,47],show_layer_stat:[46,47],show_parameter_stats_period:[46,47,49,51,60,63,64,65],shown:[3,9,16,40,42,44,50,56,57,58,60,62,64,65],shrink:42,shuf:62,shuffl:[3,13,62,64],sid:50,side:[9,15,29,58],sig:50,sigint:45,sigmoid:[9,42],sigmoidactiv:10,sign:[25,50],signal:45,signatur:50,signific:44,similar:[9,30,50,60,62],similarli:[9,13,63],simpl:[2,3,6,8,9,10,13,15,32,34,35,41,44,47,60,62,63,64],simple_attent:40,simple_gru:[40,60],simple_lstm:[9,60],simple_rnn:[9,40],simpler:29,simplest:50,simpli:[2,9,16,22,34,35,40,44,55,58,62,64,65],simplifi:[16,42,51],simultan:50,sinc:[9,18,21,23,30,33,35,44,50,56,60,61,65],sincer:[41,64],singl:[3,8,10,13,18,32,35,42,45,51,58,60,63,65],sinlg:15,site:50,six:[55,63,65],size:[3,8,9,10,11,13,18,20,22,30,33,40,42,45,47,56,57,58,60,61,63,64,65],size_a:9,size_b:9,size_t:42,sizeof:55,skill:65,skip:[30,33,41,45,50,58],slide:[9,11,13,18],slightli:57,slope:9,slot:[62,63],slow:[3,44],small:[3,13,42,45,47,57,65],small_messag:[46,47],small_vgg:57,smaller:[9,18],smart:32,smartli:9,smith:64,smooth:9,snap:51,snapshot:[19,50],snippet:[40,42,44,50,60],social:64,sock:24,sock_recv_buf_s:[46,47],sock_send_buf_s:[46,47],socket:47,softmax:[9,10,16,40,42,55,60,63,64],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:60,softwar:[35,44],solv:[16,63],solver:65,some:[3,7,9,13,15,16,17,21,22,24,32,33,34,41,42,44,46,47,49,50,56,60,61,62,63,64,65],some_c_api_funct:28,some_inst:28,some_python_class:27,somecppclass:27,somedata:15,somegotyp:27,someth:[3,9],sometim:[11,30,44,64],somewhat:22,somewher:32,soon:18,sophist:[33,42,45],sort:[9,13,47,50,62,64,65],sourc:[0,9,13,17,26,28,30,33,35,40,41,50,51,55,60,62,65],source_dict_dim:40,source_language_word:40,space:[8,35,40,44],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,42,45,47,50,60],sparse_binary_vector:[3,13,60],sparse_binary_vector_sequ:13,sparse_float_vector:3,sparse_non_value_slot:13,sparse_upd:7,sparse_value_slot:13,sparse_vector:13,sparse_vector_sequ:13,sparseparam:42,sparseprefetchrowcpumatrix:42,spatial:[9,57],speak:[40,65],spec:[50,51],specfii:47,speci:57,special:[9,22,34,55,60,65],specif:[2,26,32,49,57,60,62],specifi:[2,3,8,9,13,16,21,22,24,26,32,33,34,40,42,47,50,56,57,58,60,61,62,64,65],speech:9,speed:[10,35],spefici:58,sphinx:[27,34,35],sphinx_rtd_them:34,split:[3,9,45,49,50,55,58,60,63],split_count:50,sql:2,squar:[9,11,12,33],squarerootnpool:9,squash:65,srand:47,src:[17,65],src_backward:40,src_embed:40,src_forward:40,src_root:5,src_word_id:40,srl:[13,63],ssd:9,ssh:[35,45,50,51],sshd:35,ssl:34,sstabl:16,stabl:[31,50],stack:[33,50,60,63],stacked_lstm_net:64,stacked_num:64,stackexchang:9,stage:[23,41,45],stake:65,stale:18,stamp:44,standard:[7,55,57,63,64,65],stanford:[13,51],star:61,start:[9,15,18,21,22,24,29,33,35,40,44,45,47,54,55,59,62,65],start_pass:[46,47],start_pserv:47,startup:[18,24,50],stat:[34,44,47,63,64,65],state:[9,10,18,32,33,40,47,51,56,63,65],state_act:[9,10],statement:[42,50],staticinput:[9,40],statist:[9,47,60,63,64,65],statset:44,statu:[24,41,44,50,51],status:51,std:[17,27,28,32,42,47],stderr:45,stdout:45,step:[5,9,10,12,18,22,29,35,40,41,42,44,45,50,51,60,62,63,64,65],stepnet:32,still:[21,58],stmt1482205552000:50,stmt1482205746000:50,stochast:[11,18,21],stock:64,stop:[9,35,45,47,51,62],storag:[25,34,50,51,57],store:[8,9,13,29,32,42,45,47,50,51,55,57,58,60,62,63,64,65],str:[15,24,49],strategi:[3,12,18,47,63],street:[9,63],strength:56,strict:30,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,21,26,32,42,47,50,64],strip:[60,63],struct:[21,22,25,28],structur:[13,21,45,50,55,57,60,62,63,64,65],sts:50,stub:9,student:61,stuff:41,stun:3,style:[3,9,34,41],sub:[8,9,13,16,29,40,42,57,60,65],sub_sequ:[3,9],subcommand:26,subgradi:11,submit:[41,46,47,50],subnet0:50,subnet:[16,50],subobjectpath:51,subsequ:9,subsequenceinput:9,subset:[42,65],substanti:58,substitut:65,succe:64,succeed:[21,51],success:[22,50,51,58,63],successfulcr:51,successfuli:64,successfulli:[58,62,64],successor:[47,65],sucessfulli:65,sudo:[34,37,50,57],suffic:[30,33],suffici:47,suffix:[24,65],suggest:[9,17,44],suitabl:[41,47,57],sum:[9,11,19,40,42],summar:[60,64],sumpool:9,support:[7,8,9,12,13,18,24,29,30,34,35,37,40,41,42,44,47,50,63],suppos:[17,33,42,60],suppress:26,sure:[41,42,50,57,64],surpass:9,survei:64,swagger:25,swap_channel:58,swig:[5,23,27,28,34],swig_paddl:[5,13,56],symbol:[9,28],symlink:41,sync:[18,41,47,56],syncflag:42,synchron:[11,18,21,45,47,50],syntact:63,syntax:[30,62],synthect:33,synthes:56,synthet:33,sys:58,system:[17,18,22,25,34,35,45,51,60,63,64,65],t2b:55,tab:[35,60],tabl:[3,8,9,58,60,65],tableproject:9,tag:[8,13,35,40],tagtyp:8,take:[3,5,8,9,10,16,17,40,42,44,50,51,56,63,65],taken:[3,63],talk:22,tanh:[9,10,40,42],tanhactiv:10,taobao:64,tar:[34,50],tarbal:50,target:[9,13,15,17,40,41,55,60,65],target_dict_dim:40,target_dictionary_dim:9,target_language_embed:9,target_language_word:40,target_link_librari:17,targetinlink:9,task:[3,8,9,33,40,49,55,58,63,64,65],task_queu:21,taskentri:21,taskqueu:21,tbd:23,tconf:64,tcp:[47,50],teach:60,tear:44,technic:18,technician:61,techniqu:[40,42],tee:[51,57,63,64,65],tell:[18,21,22,35,44,62],tellig:64,templat:[51,63],tempor:[9,60,63],temporari:24,tensor:17,tensor_test:17,term:[9,10,18,63,64],termin:51,terminolog:33,tese:2,tesh:63,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,28,30,31,34,35,37,44,45,46,55,57,58,60,61,65],test_all_data_in_one_period:[51,57,62,63,64],test_data:65,test_fcgrad:42,test_gpuprofil:44,test_layergrad:42,test_list:[3,33,57,60],test_part_000:64,test_pass:[46,47,49,65],test_period:[46,47,49],test_ratio:62,test_wait:[46,47],testa:16,testb:16,testbilinearfwdbwd:44,testconfig:42,tester:[62,65],testfcgrad:42,testfclay:42,testlayergrad:42,testmodel_list:46,testq:16,testresult:15,testsave_dir:46,testutil:42,text1:26,text:[2,3,8,10,13,16,35,50,55,59,60,62,64],text_conv:60,text_conv_pool:62,text_fil:[13,64],tflop:44,tgz:[13,34],than:[3,5,7,8,9,10,18,24,34,35,40,42,45,50,58,63,64,65],thank:[0,55,65],thei:[3,16,17,18,22,26,33,35,40,42,44,45,46,50,58,64],them:[2,3,8,10,16,18,24,30,32,33,35,44,46,47,50,57,58,60,62,64,65],theori:44,therefor:34,therein:9,therun:58,thi:[2,3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,29,30,33,34,35,37,40,41,42,44,45,47,49,50,51,55,56,57,58,60,61,62,63,64,65],thing:[3,33,41,44,62,63],think:[16,17],third:[9,18,44,58,64],third_parti:9,those:[17,18,58,63],thought:[17,44],thread:[42,44,47,49,62,63,64,65],thread_local_rand_use_global_se:[46,47],threadid:49,threadloc:44,three:[3,8,9,18,29,30,33,47,56,58,64,65],threshold:[7,8,18,21,47,64],thriller:61,through:[5,9,18,21,23,40,42,44,45,55,56,57,64,65],throughout:60,throughput:44,thu:[3,9,33,42,50,65],tier:51,tight:34,time:[3,9,10,12,13,16,17,18,21,30,33,40,44,47,49,51,60,61,63,64,65],timelin:[9,44],timeo:50,timeout:[18,21],timer:34,timestamp:[9,19,61],timestep:[3,9,32],titil:62,titl:[13,61,62],tls:25,tmall:64,to_no_sequ:9,to_sequ:9,todo:[8,9,10,13,18,21],toend:9,togeth:[3,9,10,13,15,40],token:[8,9,16,40,55,64,65],too:[13,35,37],tool:[35,40,41,50,64],toolchain:34,toolkit:[34,37],top:[8,58,63],top_k:8,topolog:[13,16,18,29],topolopi:15,toronto:[13,57],total:[15,18,30,44,45,51,55,65],total_pass:30,touch:64,tourism:64,tourist:65,toward:33,tra:65,track:[18,21,41],tractabl:9,tradesman:61,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,8,9,11,13,20,21,22,29,40,42,43,44,46,52,53,58],train_conf:[55,65],train_config_dir:50,train_data:65,train_id:50,train_list:[3,33,57,58,60],train_part_000:64,trainabl:9,traindot_period:46,trainer:[3,5,16,19,20,21,23,29,33,42,45,47,49,56,60,63,64,65],trainer_config:[2,3,33,45,50,51,60,62,64],trainer_config_help:[3,33,42,57,60],trainer_count:[46,47,49,50,51,62,63,64,65],trainer_cpu:24,trainer_cr:24,trainer_gpu:24,trainer_id:[47,50],trainer_mem:24,trainer_packag:24,trainerintern:[60,62,65],training_machin:56,trainingtest_period:46,trainonedatabatch:56,tran:[42,47],trane:3,transact:[18,21,64],transfer:[2,3],transform:[9,40,42,56,57,60,63],transform_param_attr:10,translat:[9,10,33,55,62,64,65],transpar:45,transport:47,transpos:[9,42,56],transposedfullmatrixproject:9,travel:3,travi:[34,41],treat:[9,22],treatment:22,tree:[9,47,65],trg:65,trg_embed:40,triain:2,tricki:27,trigger:29,trivial:3,trn:60,truck:57,true_imag:30,true_label:30,true_read:30,truth:[8,9,60,65],tst:60,tune:[7,43,60,62,65],tuninglog_barrier_abstract:46,tupl:[3,9,13,15,30],ture:9,turn:[9,30,56],tutori:[35,40,41,42,44,45,50,51,52,53,58,60],tweet:64,twelv:65,twitter:64,two:[2,3,8,9,10,16,22,23,24,26,30,32,33,35,40,44,45,49,50,55,56,57,58,60,62,63,64,65],txt:[3,17,24,26,42,45,50,60,62,64],type:[3,8,9,10,12,13,15,16,18,21,24,25,26,27,28,30,33,35,40,42,47,49,50,51,57,58,60,62,63],typedef:[22,27,28],typic:[5,8,35,44,64],ubuntu:[31,37],ubyt:30,uci:13,ufldl:9,uid:51,uint32:25,uint64:27,uint64_t:27,unawar:22,unbalanc:47,unbound:40,unconstrain:64,under:[21,33,34,35,50,61,64],underli:33,understand:[35,44,55,57,64],understand_senti:40,understudi:65,undeterminist:44,unemploi:61,unexist:63,unidirect:9,uniform:[7,9,13,20,30,47,56],uniqu:[16,18,24,32,47,50],unique_ptr:[32,42],unit:[9,10,17,33,34,35,40,41,63],unittest:28,unittestcheckgrad_ep:46,univ:65,unix:45,unk:[55,65],unk_idx:[60,63],unknown:9,unlabel:64,unlik:[9,63,64,65],unordered_map:32,unseg:9,unsign:22,unsup:64,unsupbow:64,until:[18,22,32,45,50,63],untrack:41,unzip:62,updat:[7,9,18,21,22,25,29,32,34,41,42,45,47,49,64],update_equ:15,update_hook:7,updatecallback:42,updatestack:50,upload:[18,24,25],upon:[0,63],upstream:41,uri:50,url:[13,37,64],urls_neg:64,urls_po:64,urls_unsup:64,usag:[2,3,8,9,10,13,15,29,33,44,55,56],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,18,23,29,32,33,34,35,36,37,40,41,42,44,45,47,49,50,51,55,56,57,58,60,61,62,63,64,65],use_global_stat:9,use_gpu:[9,46,47,49,51,56,57,58,60,62,63,64,65],use_jpeg:57,use_old_updat:[46,47],use_seq:[33,62],used:[2,3,5,8,9,10,11,12,13,15,16,18,23,29,30,32,33,36,37,40,42,44,45,46,47,49,50,55,57,58,60,62,63,64,65],useful:[2,3,9,10,32,40,42,49,60,63,64],usegpu:[42,56],useless:45,user:[2,3,7,9,10,13,15,16,20,21,24,26,30,32,33,35,45,46,47,50,58,60,63],user_id:62,user_info:13,user_nam:20,usercert:20,userid:61,userinfo:13,userkei:20,usernam:[20,41],uses:[3,18,29,40,41,42,47,50,57,58,60,62,65],using:[2,3,5,7,9,10,13,16,17,18,21,22,24,26,30,32,33,35,40,41,42,44,47,49,50,51,55,56,57,58,60,63,64],usr:[34,45,47,50],usrdict:55,usrmodel:55,usual:[9,13,15,24,33,34,44,47,49,50,64],utf:55,util:[5,34,40,42,44,57,62,64],uuid:19,v28:9,vairabl:32,valid:[30,32,50,58,64],valu:[3,5,7,8,9,11,12,13,15,18,29,32,33,40,42,47,49,50,56,57,58,63,64],value1:47,value2:47,value_evalu:8,value_rang:13,vanilla:40,vanish:64,vari:[44,50],variabl:[3,9,13,16,33,34,37,42,45,50,51,64],varianc:[9,58],variant:35,vars_:32,vector:[3,9,10,13,16,22,40,42,55,60,62,64,65],vectorenable_parallel_vector:46,verb:[13,63],verbos:26,veri:[3,9,12,21,29,32,40,44,57,60,64],verifi:42,versa:34,version:[9,10,24,26,31,34,35,37,42,44,45,46,47,50,51,55,57,61,63,64,65],versu:16,vertic:[9,58],vgg:[10,57],vgg_16_cifar:57,via:[18,30,34,41,44,45,50,60],vice:34,view:9,virtual:35,virtualenv:62,visibl:[32,35],vision:57,visipedia:57,visual:[9,35,44],viterbi:63,voc_dim:60,vocab:64,volum:[35,51],volumemount:[50,51],volumn:50,voluntarili:61,vutbr:13,wai:[3,8,9,10,16,22,33,35,40,42,45,49,62,63,65],wait:[11,18,22,41,47],walk:[5,56],wall:63,want:[3,9,10,16,24,30,32,33,34,35,41,42,47,49,55,58,60,62,63,64],war:61,warn:[9,26],warp:[9,44],warpctc:9,warpctc_dir:9,watch:18,wbia:[50,58],web:35,websit:[57,60,63,64],wei:[63,64],weight:[8,9,10,11,40,42,47,49,57,58],weight_act:10,weightlist:42,weights_:42,weights_t:42,welcom:[17,62,64],well:[24,35,42,47,50,57,60],were:[8,17],west:50,western:61,wether:9,wget:34,what:[7,9,10,11,17,33,41,45,60,62],wheel:34,when:[2,3,7,8,9,13,15,17,18,21,22,24,26,29,37,40,41,42,44,47,49,50,51,55,56,57,63,64,65],whenev:62,where:[3,9,10,11,16,18,33,40,42,44,45,47,49,55,58,63,65],wherea:21,whether:[8,9,10,30,42,47,56,57,62,64,65],which:[0,2,3,5,7,8,9,10,11,13,16,18,20,21,22,24,29,30,32,33,37,40,41,42,44,45,47,49,50,56,57,58,60,61,62,63,64,65],whichev:56,whl:34,who:[55,58,61],whoever:22,whole:[3,8,13,27,28,50,51,60,61,62,65],whose:[3,9,13,18,40,62,63],why:[10,28],wide:63,width:[8,9,13,27,30,42,57,65],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,35,64],wise:9,with_avx:[35,41],with_avxcompil:34,with_coveragecompil:34,with_doccompil:34,with_doubl:42,with_doublecompil:34,with_dsocompil:34,with_gpu:[35,41],with_gpucompil:34,with_profil:44,with_profilercompil:34,with_pythoncompil:34,with_rdmacompil:34,with_style_check:41,with_style_checkcompil:34,with_swig_pycompil:34,with_test:[35,41],with_testingcompil:34,with_tim:44,with_timercompil:34,within:[9,21,33],without:[8,9,18,22,30,45,64],wmt14:[40,65],wmt14_data:65,wmt14_model:65,wmt:65,wmt_shrinked_data:13,woboq:35,won:[44,58],wonder:3,word2vec:24,word:[3,8,9,13,40,49,59,62,63,64,65],word_dict:[60,63],word_dim:60,word_id:3,word_idx:13,word_slot:63,word_vector:60,word_vector_dim:[9,40,55],words_freq_sort:13,work:[3,5,13,16,17,18,30,34,40,41,42,44,45,47,50,51,60,62],worker:50,workercount:50,workflow:[35,41,50],workspac:[35,47,62],worri:33,wors:56,would:[15,17,18,29,30,35,45,50,56,60,63],wrap:63,wrapper:[10,17,44],writ:62,write:[3,13,16,18,30,35,41,43,45,50,57,62,63,65],write_lock:19,writelin:33,writer:[16,61],written:[62,64],wrong:[3,30],wsize:50,wsj:63,www:[9,13,57,65],x64:34,x_1:9,x_n:9,xarg:[8,42],xgbe0:47,xgbe1:47,xiaojun:64,xmap_read:13,xrang:[30,33,42],xxbow:64,xxx:[16,58,65],xxxx:19,xxxxxxxxx:50,xxxxxxxxxx:50,xxxxxxxxxxxxx:50,xxxxxxxxxxxxxxxxxxx:50,xzf:34,y_predict:33,yaml:[50,62],yancey1989:24,yann:13,yapf:41,year:61,yeild:[15,57],yield:[3,13,16,20,30,33,60,62,63,64],you:[2,3,5,7,9,10,24,32,33,34,35,37,40,41,42,44,45,47,49,50,55,56,57,58,60,62,63,64,65],your:[3,9,16,17,24,26,34,35,41,42,44,45,49,50,60,64],your_access_key_id:50,your_paddle_source_dir:9,your_secrete_access_kei:50,your_source_root:28,yourself:9,yum:34,yuyang18:[9,10,13],zachari:64,zeng:64,zero:[3,7,9,11,13,18,29,42,47,50,60],zhidao:55,zhou:[63,64],zip:[13,61],zone:50,zxvf:50},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\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,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":28,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":25,"\u5206\u652f\u89c4\u8303":31,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u8003\u6587\u6863":25,"\u540d\u8bcd\u89e3\u91ca":25,"\u57fa\u672c\u8981\u6c42":27,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5bfc\u51fac":27,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\u63a8\u6d4b\u6267\u884c":19,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":25,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":28,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":25,"\u6846\u67b6\u751f\u6210":25,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":25,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":25,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":25,"\u76ee\u5f55\u7ed3\u6784":28,"\u76ee\u6807":25,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":27,"\u7c7b":27,"\u7f16\u8bd1\u9009\u9879":28,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u80cc\u666f":27,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":25,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8f6c\u6362\u5e93":20,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":27,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":31,"case":49,"class":[29,42],"filemanager\u8bbe\u8ba1\u6587\u6863":25,"function":[17,55],"new":42,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":31,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":31,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"return":30,AWS:50,Abs:6,DNS:50,EFS:50,For:51,KMS:50,The:[22,29],Use:[49,51],Using:[22,35,41],With:[24,35],about:0,access:50,account:50,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,add:50,address:50,addto:9,adversari:56,aggreg:9,aggregatelevel:9,algorithm:[18,60],all:32,analysi:64,api:[1,4,28,35],appendix:60,applic:4,approach:44,architectur:[40,60],argument:[26,30,46,49,60],asset:50,associ:[32,50],async:47,attent:40,attribut:7,auc:8,avg:12,aws:50,background:33,base:24,basepool:12,batch:30,batch_norm:9,batch_siz:30,beam_search:9,between:16,bidirect:64,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:65,block_expand:9,book:35,branch:41,brelu:6,bucket:50,build:[34,36,41,51],built:44,cach:3,can:32,capi:28,capi_priv:28,cento:34,check:[9,42,45],checkpoint:[18,19],chines:55,choos:50,chunk:8,cifar:13,classif:[8,57],classification_error:8,classification_error_print:8,client:22,clone:41,cloudform:50,cluster:[23,45,49,50],cmake:17,code:[24,41],column_sum:8,command:[48,49,60,65],commit:[41,51],common:47,commun:47,compos:30,concat:9,concept:50,config:[4,49,62,63],configur:[14,40,43,45,50,60,62],conll05:13,connect:9,contain:[35,51],content:[28,44,50],context_project:9,contribut:41,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[57,60],core:50,cos_sim:9,cost:9,cpu:[35,49],creat:[30,32,41,50,51],creation:21,creator:30,credenti:50,credit:0,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cudnnavg:12,cudnnmax:12,custom:30,dat:61,data:[9,13,18,30,33,50,51,55,56,57,60,62,63,64,65],datafeed:13,dataprovid:[3,4,47],dataset:[13,18,21,61,62,65],datatyp:13,date:41,debian:37,decayedadagrad:11,decor:30,defin:[50,60,64,65],delet:[41,50],delv:57,demo:50,depend:34,deploi:24,deriv:42,descript:[26,47,56,61,63],design:[16,18,21,22,23,29,30,32],destroi:[32,50],detail:[47,57],detect:8,detection_map:8,develop:[35,41,43],devic:49,dictionari:[30,55],differ:49,directori:50,dispatch:[18,21],distribut:[16,18,24,45,47,50],doc:[16,18,21,22,23,29,30],docker:[24,35,51],document:[35,54],dotmul_oper:9,dotmul_project:9,down:50,download:[34,50,51,55,58,62,65],dropout:9,dylib:28,dynam:18,ec2:50,elast:50,embed:[9,55,60],entri:30,environ:24,eos:9,equat:42,evalu:[8,33,62],evalutaion:65,event:[15,16],exampl:[16,17,28,55,56],exercis:57,exp:6,expand:9,expandlevel:9,extern:50,extract:[55,58,62,65],fault:18,featur:[58,61,62,63],field:62,file:[50,51,60,61,62],find:50,first_seq:9,fork:41,format:[18,60],from:[16,34,36],full_matrix_project:9,fulli:9,gan:56,gate:40,gener:[40,56,65],get:[38,51],get_output:9,github:41,gpu:[35,44,47,49],gradient:[22,42],gradient_print:8,group:[9,50],gru:[10,47],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:37,hand:44,handler:[16,27],hook:41,how:[30,43,44],hsigmoid:9,huber_cost:9,iam:50,ident:6,identity_project:9,imag:[9,10,24,35,51,57],imagenet:58,imdb:[13,64],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,30,42,56],infer:[15,60],info:58,ingredi:16,ingress:25,init_hook:3,initi:[22,49,50],input_typ:3,insid:32,inspect:50,instal:[34,36,37,50,60],instanc:50,integr:50,interfac:[13,18,22,23,30,32,58],interpol:9,introduct:[2,55,58,64,65],isn:30,issu:41,job:[18,24,45,50,51],join:9,keep:41,kei:50,kill:45,kube:50,kubectl:50,kubernet:[24,50,51],label:63,lambda_cost:9,last_seq:9,launch:45,layer:[9,16,42,49],learnabl:9,libpaddle_capi_shar:28,libpaddle_capi_whol:28,librari:22,line:[48,60],linear:[6,33],linear_comb:9,list:[19,30],local:[32,41,49,50],log:[6,60],logic:21,logist:60,lstm:[10,47,63,64],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:30,master:[18,21,24],math:9,matrix:47,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:62,mini:30,minibatch:13,misc:9,mix:[9,49],mnist:[13,56],model:[3,4,14,16,22,33,35,39,40,45,49,55,56,57,58,59,60,65],modifi:51,momentum:11,movi:[61,62],movielen:[13,61,62],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:30,multiplex:9,name:[32,50],nce:9,need:[30,44],network:[10,40,49,56,57,58,60,62,63],neural:[40,57,60,62,63],neuralnetwork:33,nlp:[10,47],non:3,norm:9,nvprof:44,nvvp:44,object:[18,62],observ:[55,58],onli:[30,32,35],optim:[11,18,22,43,60],option:[26,34,55],order:26,origin:41,orthogon:32,outlin:46,output:[45,50],overview:[32,60],packag:37,pad:9,paddl:[30,31,32,51],paddlejob:24,paddlepaddl:[16,35,36,50,54,55,65],pair:50,parallel_nn:49,paramet:[7,9,15,16,18,22,23,24,29,47,48,50,55,58],paraphras:55,parent:32,partit:22,pass:49,path:26,perform:[44,47],persist:21,pfsclient:[25,26],pfsserver:25,pnpair:8,point:50,pool:[9,12],power:9,pre:41,precision_recal:8,predict:[5,57,58,62,63,64],prefetch:30,prelu:9,prepar:[33,45,50,55,56,57,62,64,65],preprocess:[55,57,60,62,65],prerequisit:45,pretrain:[55,65],print:8,privat:50,problem:33,process:[18,22,24],profil:44,project:17,provid:[3,30,60,62,63],pull:41,push:41,pydataprovider2:3,python:[5,24,30,35,42,58,60,62],queue:[18,21],quick:60,randomnumb:47,rank:8,rank_cost:9,rat:62,rate:61,reader:[13,16,30],recoveri:18,recurr:[9,10,40,60],recurrent_group:9,refer:[3,44,63,64],region:50,regress:[33,60,62],regular:22,relu:6,remot:23,render:50,repeat:9,request:41,requir:[17,34,41],reshap:9,resnet:58,result:[45,51,65],retri:21,revis:55,rmsprop:11,rnn:[39,40,47],role:63,rotat:9,route53:50,row_conv:9,run:[45,51,63],runtim:24,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,scope:32,script:51,secur:50,select:22,selective_fc:9,semant:63,sentiment:[13,64],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:40,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[18,21,22,24,47,50],servic:50,set:48,setup:[34,50],sgd:47,share:[16,32],should:32,shuffl:30,sigmoid:6,simpl:[33,40],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:30,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[34,36],span:34,spars:[22,23,49],specifi:[49,55],split:62,spp:9,squar:6,squarerootn:12,stack:64,standard:60,stanh:6,start:[16,38,41,50,51,60],startup:51,store:18,structur:56,subcommond:26,submit:24,suffici:30,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:60,synopsi:26,system:50,tabl:28,table_project:9,take:30,tanh:6,task:[18,21],tear:50,templat:50,tensor:9,test:[41,42,47,49,62,63,64],text:65,text_conv_pool:10,thi:32,timer:44,tip:44,todo:[19,20],togeth:32,toi:56,toler:18,tool:44,train:[15,16,18,23,24,30,33,35,45,47,49,50,51,55,56,57,60,62,63,64,65],trainer:[15,18,22,24,50,62],tran:9,trans_full_matrix_project:9,transfer:60,tune:[44,47],tutori:[55,57,59,63,64,65],ubuntu:34,uci_h:13,unit:[42,47],updat:[16,23,50],usag:[30,35,43],use:30,user:[18,55,61,62,64,65],util:8,value_print:8,variabl:32,vector:47,verifi:50,vgg_16_network:10,visual:58,volum:50,vpc:50,warp_ctc:9,what:44,when:32,why:[30,44],wmt14:13,word:[55,60],work:35,workflow:65,workspac:45,wrapper:42,write:[42,60],yaml:51,zoo:[58,59]}}) \ No newline at end of file diff --git a/develop/doc_cn/_sources/design/scope.md.txt b/develop/doc_cn/_sources/design/scope.md.txt new file mode 100644 index 00000000000..2ff416f06e8 --- /dev/null +++ b/develop/doc_cn/_sources/design/scope.md.txt @@ -0,0 +1,124 @@ +# Design of Scope in Paddle + +## Overview + +Scope is an important concept in programming languages, which defines a program region that a set of bindings between names and entities applies. In a specific scope, a valid name is uniquely associated with an entity, such as a variable. And in another scope, this name may refer to other entity or nothing at all. It clearly restricts the visibility and validity of names in a program. Hence **Scope** is introduced to PaddlePaddle to manage variables in context. But different from the original abstract concept, Scope now becomes an object with two important attributes: + +- Scope is an association of a name to variable. +- Variables in a parent scope can be retrieved from local scope. + +A detailed explanation of these two attributes goes as following. + + +## Scope is an association of a name to variable. + +Scope is an association of a name to variable. All variables belong to `Scope`. You need to specify a scope to run a Net, i.e., `net.Run(&scope)`. One net can run in different scopes and update different variable in the scope. + + +1. Scope only contains a map of a name to variable. + + All parameters, data, states in a Net should be variables and stored inside a scope. Each op should get inputs and outputs to do computation from a scope, such as data buffer, state(momentum) etc. + +1. Variable can only be created by Scope and a variable can only be got from Scope. User cannot create or get a variable outside a scope. This is a constraints of our framework, and will keep our framework simple and clear. + +1. Scope only contains methods that are used to Create and Get Variables. Scope do not contain Operators and have no information to run them. + `Net` is designed to drive the computation and Scope only contains a map of variables. There is no computation logic inside a `Scope`. Scope just handles the lifetime management of variables. + - `Create` is used to create a Variable by its name and add the mapping relation. + - `Get` is used to find a Variable by name. + +1. Every variable only belongs to one certain Scope. + + Variable can not belong to many scopes. If you want to use variables from parent scope, you can use `parent scope`. + +1. Scope should destruct all Variables inside it when itself is destructed. User can never store `Variable` pointer somewhere else. + + Because Variable can only be got from Scope. When destroying Scope, we also need to destroy all the Variables in it. If user store `Variable` pointer to private data member or some global variable, the pointer will be a invalid pointer when associated `Scope` is destroyed. + +```cpp +class Scope { + public: + Variable* CreateVariable(const std::string& name); + const Variable* GetVariable(const std::string& name) const; + + private: + std::unordered_map> vars_; +}; +``` + + +## Parent scope and local scope + +Just like [scope](https://en.wikipedia.org/wiki/Scope_(computer_science)) in programming languages, `Scope` in the neural network can also be a local scope. There are two attributes about local scope. + +1. We can create local variables in a local scope. When that local scope are destroyed, all local variables should also be destroyed. +2. Variables in a parent scope can be retrieved from local scopes of that parent scope, i.e., when user get a variable from a scope, it will try to search this variable in current scope. If there is no such variable in the local scope, `scope` will keep searching from its parent, until the variable is found or there is no parent. + +```cpp +class Scope { + public: + Scope(const std::shared_ptr& scope): parent_(scope) {} + + Variable* GetVariable(const std::string& name) const { + Variable* var = GetVarLocally(name); + if (var != nullptr) { + return var; + } else if (parent_ != nullptr) { + return parent_->GetVariable(name); + } else { + return nullptr; + } + } + + private: + std::shared_ptr parent_ {nullptr}; +}; +``` + +In `Scope` class, there is a private data member called `parent_`. `parent_` is a smart pointer to its parent scope. When user `Get` a variable by its `name`, the `name` will be searched inside the current scope. If the variable cannot be found locally and parent scope is not a `nullptr`, the variable will be searched inside that parent scope. `parent_` pointer's default value is `nullptr`. It means that the scope is a global scope when `parent_` is nullptr. + +A local scope is very useful when we implement Recurrent Neural Network. Each timestep of an RNN should be a `Net`. Each `Net` of timestep (`StepNet` for short) should use an independent local scope. Just like variables in a while loop is inside a local scope in programming languages. By using a single `StepNet` and changing local scope, we can implement an RNN easily. + +# Interface Design + +```cpp +class Variable { + private: + Variable() = default; + friend class Scope; +}; + +class Scope { + private: + Scope(const std::shared_ptr& parent = nullptr); + + public: + static std::shared_ptr Create(const std::shared_ptr& parent = nullptr); + + // return nullptr if not found. + Variable* GetVariable(const std::string& name) const; + + // return Error if already contains same name variable. + Error CreateVariable(const std::string& name); + + private: + std::shared_ptr parent_; + std::unordered_map> vars_; +}; +``` +## Only scope can create a variable + +To ensure `only scope can create a variable`, we should mark `Variable`'s constructor as a private member function, and Scope is a friend class of Variable. And then only `CreateVariable` can construct `Variable`. + +## When scope destroyed, all variables inside this scope should be destroyed together + +The scope hold unique pointers for all variables. User can `GetVariable` from scope, but he should not hold this pointer as a member variable. Because when scope is destroyed, all variables inside this scope will be destroyed together. + +## Sharing a parent scope + +Local scope contains a `parent_` pointer. It is a linked-list for scopes. Using a `shared_ptr` because when a local scope is using, its parents cannot be destroyed. + +Also, as the parent scope is a `shared_ptr`, we can only `Create()` a scope shared pointer. We cannot construct a scope variable, because it cannot be passed to other scope as `parent` pointer. + +## Orthogonal interface + +`GetVariable` will return `nullptr` when `name` is not found. It can be used as `Contains` method. `CreateVariable` will return a `Error` when there is a name conflict locally. Combine `GetVariable` and `CreateVariable`, we can implement `CreateOrGetVariable` easily. diff --git a/develop/doc_cn/design/scope.html b/develop/doc_cn/design/scope.html new file mode 100644 index 00000000000..5ca1bdc8a2f --- /dev/null +++ b/develop/doc_cn/design/scope.html @@ -0,0 +1,366 @@ + + + + + + + + + + + Design of Scope in Paddle — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ Folk me on Github +
+ + English + + + + +
+ +
+
+ + + + +
+
+ + + +
+
+
+
+
+ +
+ + + + +
+ + + + + + + + + + + +
+
    + +
  • Design of Scope in Paddle
    • +
+
+ +
+
+
+
+ +
+

Design of Scope in Paddle

+
+

Overview

+

Scope is an important concept in programming languages, which defines a program region that a set of bindings between names and entities applies. In a specific scope, a valid name is uniquely associated with an entity, such as a variable. And in another scope, this name may refer to other entity or nothing at all. It clearly restricts the visibility and validity of names in a program. Hence Scope is introduced to PaddlePaddle to manage variables in context. But different from the original abstract concept, Scope now becomes an object with two important attributes:

+
    +
  • Scope is an association of a name to variable.
    • +
  • Variables in a parent scope can be retrieved from local scope.
    • +
+

A detailed explanation of these two attributes goes as following.

+
+
+

Scope is an association of a name to variable.

+

Scope is an association of a name to variable. All variables belong to Scope. You need to specify a scope to run a Net, i.e., net.Run(&scope). One net can run in different scopes and update different variable in the scope.

+
    +

  1. Scope only contains a map of a name to variable.

    +

    All parameters, data, states in a Net should be variables and stored inside a scope. Each op should get inputs and outputs to do computation from a scope, such as data buffer, state(momentum) etc.

    +
    2. +

  2. Variable can only be created by Scope and a variable can only be got from Scope. User cannot create or get a variable outside a scope. This is a constraints of our framework, and will keep our framework simple and clear.

    +
    3. +

  3. Scope only contains methods that are used to Create and Get Variables. Scope do not contain Operators and have no information to run them. +Net is designed to drive the computation and Scope only contains a map of variables. There is no computation logic inside a Scope. Scope just handles the lifetime management of variables.

    +
      +
    • Create is used to create a Variable by its name and add the mapping relation.
      • +
    • Get is used to find a Variable by name.
      • +
    +
    4. +

  4. Every variable only belongs to one certain Scope.

    +

    Variable can not belong to many scopes. If you want to use variables from parent scope, you can use parent scope.

    +
    5. +

  5. Scope should destruct all Variables inside it when itself is destructed. User can never store Variable pointer somewhere else.

    +

    Because Variable can only be got from Scope. When destroying Scope, we also need to destroy all the Variables in it. If user store Variable pointer to private data member or some global variable, the pointer will be a invalid pointer when associated Scope is destroyed.

    +
    6. +
+
class Scope {
+ public:
+  Variable* CreateVariable(const std::string& name);
+  const Variable* GetVariable(const std::string& name) const;
+
+ private:
+    std::unordered_map<std::string, std::unique_ptr<Vairable>> vars_;
+};
+
+
+
+
+

Parent scope and local scope

+

Just like scope in programming languages, Scope in the neural network can also be a local scope. There are two attributes about local scope.

+
    +
  1. We can create local variables in a local scope. When that local scope are destroyed, all local variables should also be destroyed.
    2. +
  2. Variables in a parent scope can be retrieved from local scopes of that parent scope, i.e., when user get a variable from a scope, it will try to search this variable in current scope. If there is no such variable in the local scope, scope will keep searching from its parent, until the variable is found or there is no parent.
    3. +
+
class Scope {
+ public:
+  Scope(const std::shared_ptr<Scope>& scope): parent_(scope) {}
+
+  Variable* GetVariable(const std::string& name) const {
+    Variable* var = GetVarLocally(name);
+    if (var != nullptr) {
+      return var;
+    } else if (parent_ != nullptr) {
+      return parent_->GetVariable(name);
+    } else {
+      return nullptr;
+    }
+  }
+
+ private:
+  std::shared_ptr<Scope> parent_ {nullptr};
+};
+
+
+

In Scope class, there is a private data member called parent_. parent_ is a smart pointer to its parent scope. When user Get a variable by its name, the name will be searched inside the current scope. If the variable cannot be found locally and parent scope is not a nullptr, the variable will be searched inside that parent scope. parent_ pointer’s default value is nullptr. It means that the scope is a global scope when parent_ is nullptr.

+

A local scope is very useful when we implement Recurrent Neural Network. Each timestep of an RNN should be a Net. Each Net of timestep (StepNet for short) should use an independent local scope. Just like variables in a while loop is inside a local scope in programming languages. By using a single StepNet and changing local scope, we can implement an RNN easily.

+
+
+
+

Interface Design

+
class Variable {
+ private:
+  Variable() = default;
+  friend class Scope;
+};
+
+class Scope {
+ private:
+  Scope(const std::shared_ptr<Scope>& parent = nullptr);
+
+ public:
+  static std::shared_ptr<Scope> Create(const std::shared_ptr<Scope>& parent = nullptr);
+
+  // return nullptr if not found.
+  Variable* GetVariable(const std::string& name) const;
+
+  // return Error if already contains same name variable.
+  Error CreateVariable(const std::string& name);
+
+ private:
+  std::shared_ptr<Scope> parent_;
+  std::unordered_map<std::string, std::unique_ptr<Variable>> vars_;
+};
+
+
+
+

Only scope can create a variable

+

To ensure only scope can create a variable, we should mark Variable‘s constructor as a private member function, and Scope is a friend class of Variable. And then only CreateVariable can construct Variable.

+
+
+

When scope destroyed, all variables inside this scope should be destroyed together

+

The scope hold unique pointers for all variables. User can GetVariable from scope, but he should not hold this pointer as a member variable. Because when scope is destroyed, all variables inside this scope will be destroyed together.

+
+
+

Sharing a parent scope

+

Local scope contains a parent_ pointer. It is a linked-list for scopes. Using a shared_ptr because when a local scope is using, its parents cannot be destroyed.

+

Also, as the parent scope is a shared_ptr, we can only Create() a scope shared pointer. We cannot construct a scope variable, because it cannot be passed to other scope as parent pointer.

+
+
+

Orthogonal interface

+

GetVariable will return nullptr when name is not found. It can be used as Contains method. CreateVariable will return a Error when there is a name conflict locally. Combine GetVariable and CreateVariable, we can implement CreateOrGetVariable easily.

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

+ © Copyright 2016, PaddlePaddle developers. + +

+
+ Built with Sphinx using a theme provided by Read the Docs. + +
+ +
+
+ +
+ +
+ + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/objects.inv b/develop/doc_cn/objects.inv index 340b4588c7446bcd0c2d8584ed2665f13939e925..d06f6b86bbc0a42730bb8dabcf8fd351683e2bcb 100644 GIT binary patch delta 2720 zcmV;R3Saf^6@wO#e}7gIe)q3XRUT7f0<{lYsjaP|Y)G+-yA$=~=NTVao*kK=L#yaZ$zScQ?`gFG} zmo48bX{L&9ONuGDp8BO~DS~)WkW+UqjC+PI1PkvPhYv<&Re#kH{T`6@swIs(rYYf% zY-^HY8Mf>of~Cu4q+_&kYs#}qDnhnoSSr#>AYJ0AMO>d@U=d4*_yZDR1RSic2ep;p zm)WtA5#jRawP5!k+YN z;qv`paV65X9i(cCS8}Jcs$@?~HgN(zV6H6lr5A_Tm!`dO%LF^yFXzJ#_bJb%l46+^ zty+>5Pn(oI&C23)WSHggbvKyjIR!9qm(8K<$OiI|BY#|mF|F)-s0#^A%DOLmmgDB* zbz~^&mH4^~OqZuofnDS_g}9FY>{d6CH)S~!1(rk-6l8>5b-`G+ry1IRi!6ynDA2#6 z%Pu6_vUJU?=HoB{Hrezd!oXh5(Zs`@Z6%B$8N6G#X2K#>WCaPbsggT4kQYA~2{RJq z`Um=~h)!I7sn5it@E1YbKrnY}GZhf*fQj#D%2frcKAk zz5~l=I1;9CawCn@6(#y$%!w<6v>UA`)=241&t)!-4}=om0$!1!8J@97dqiG2dNV<8Hh+# zI?*$R!4?ur!KuGNN_@_o4OwI;Vge-#+)eCa-#H(fi@ic%5E)$0JtrzC4#GEgqT;xG zMt@kMhriNr$S5OKjZTR(Vs@0{zq-(G+c@-|2byYLAwSpAB+}E!73DmrpjA=2fHcST zBp2N}7amp?v2qNPM%U%@gJWHS9f72w4ed5M*VIx)@|{LZ<_l-Uj8xh0fTH^@qy#h! z^6C%Ym8+=4#7Zgg_+((CG~fxX(}%6Cm49GqG1#9Aj%%&@PV;DPKrvJa7$F4XL#2QT z^gzqo`^9-iqWcnY@XDEwUfrtPnfYb8?NsSsK~G+Lnr&sMP8c8^C2*5vhJ1~ zq?9^RF$LBZ4PA`1hvBG3*OBQ0bhuh?KU)L>SF4&OnAT)s(;1CY;!edU43V3{kbk8_ z+GStURmq)(c{565S1u0?U*Vu}q$v6ry5(z-3y0Y2c(v&vb-U^=IrwbXrnh9ULZq6S3e!Mi86#e~p znNLshGF5YJ*;B@Q(x;>;J#|&O(tnUF1v^iJ+3nyF@#WeYpVW}ag^QfYbS2PRIy=?F zbW9Q9M~%!>g-m@w_#HI zn1wvWta)QZGGWh6Mp3aGu$zEVr{tUH`ej4&#BZ!}Pop}b)QlVCT9CQ^FMs^QDo2bJ z4H8R3HX(XB`Fo8cMR~5mjbS4AtRHs?LPk; zTv&G9j(fWijYG=yd~ZtKkNQ}+#!FTE*<;5+I+9&*V4P+v$aT5cT{5XPtgXRO+j=|S zTA7PLUB$8y2Z)TPo*hEV4I&I_0&9j= zqMqx?4(!@e86HQGXnw)t>LJQtk7~ifJ{$|p!_#o)ZSd@QaPp{ebQIj%N^y}R8**V- zdl=Jo$Y|h*X5$sdG9=gX9R(HGa0ZBMvVko;e$v`qYtJmVw+@PJ1M&%ofb8-tCS^3a zmJAW8pned1w@q6e;eV3@ND7Os>a|9>3am|9Uv9lxXzV|r^H9v?mwnUo&ocuVP0D_g z47caDnNQy43~B~=Htl!$rxh5 zaO1c3#{1x~7A$Ra_&m)(kXzWFj4uYHeBsXP4jFy3^9klpQ!oBSh~ED2?Hcr-C@3)#O^~TYw=8tz0G$xuVbj-9wbOO`Nc@HNeCu_~4O<4Z~=9Hs>Apqp& zf~G{WW|kVK_3-flOU|iUzTc!BrFHtO{q(nR{NYR1i3|wxf*Ou zXs_nYZ0mHdfJ#N4tm(KMb1c;-y{f)R`MOb3zSz1q8`f&Y^!c9Av+0=AWz5$mIhyRE zzUdMQl#!)!TT6|P_ftd@e|7Ok!bM8aqIJtr*nfZea7vj#=?cyI3xvhJ(nV{z1oj_hJ@#% zX-`bGlv(79st=qSy4_WAzZKJGY*eHuw0;Ud+`;D=97~*v+lDlr-RN{~f7oE9w~KIc zl7H5qV@&wrCP=ooKD2*$InZgz$M2@tS;(7_-qLIjk^jVL?XCt7*V=b$G$rV~Z|}fp z2JRCnxDTUMAfF;3y_mUBg@wguAA>naz80Im9I?cpOCNkWI`WYlUleoZ>LmXc<3E-q zh{822KZ3j@ZSg~OmC!5U`umLKw|q^Rkbj6*^?>6^GU(I)wP#+?8Z$$Xc`L(5=fAw+ zy{yUTIH(Gf=VlL}V#z#$*6utGNTeCW^3D#BiwxQHG(~bO$hOES) delta 2699 zcmV;63Uu{@7VZ_0e}6_6exF~VsywE|1Zp3)Qd?U^*^puvd%Y&S?2Aex^^6tkhAuYV zC*uoXuo+A+Cc%Li0=R19u@fNWEB-Sh&CFB&LQY?#kwz`e*kK<$wz|*xzBApYPoHyS zxnlWVSu<61Q&LR9_0%s_OA*BLf}EN;H{lt&5G=lH9y}P6Rex1S^s^-EHA|XsOjE)? zvaLyqW!SQV2$n8akdDzNtZC0Gs|eYWVW~(jgLIjv7IA%sfkiAK;vbL@Bj8|VEvPRC zzs!w~jtUpYt^_;#;m+gc;r-U(N(lt{Unen6zYJ&+>8bN&RrX}bcC0B)MGkq29ylod z5z#f#J2+YX=H z3775%x0fS*+d-Kq=vuq7zM>dd$9Dm^=jA<3$Lp?}nO4fbZvm7@c zuPZ}QFU8M2V7fem3hW}&6yhrWvsc|j-n8XR7FZHVP>@mf)B|JLo@QwOEwUsQp+NtN z9(#~%%hENomXE^(*kaR%2m^aHM-vZskCiZvWbkg`iV2%kl@%n&rb=e6Aus-7B+N*Z zleapld4CE%f`^15GUPicA98$C(yf}NaFF6Tit@E1YbIU+Y}FOBiX3Dr#D%2fp-sof zfdk8DI1;9CawCn@6D0;<%!w<6v=^-?)=23?&t)!-4}=m=0k6nVazlpX;WfvLMD~tL zmx^x$ohgY-DY^U6<f0!=k9kzZHQ6w=ekRpl(GpjB0RfHcST zBp2N{6CPF;v2qNPM%U%DgJWHS9f72w4ecg6)6!B!@|i|V<_o99j8xh0lA`-Aqy#h! z^6C%Ym20TX#L6l0_-0_EG~fyClZWli<$vJr?O<;{II6cB+pWX-l47V5FhU5%mr4N> z$k|ak*>eNIoQN?*iqUR-Y#ld()#K*jPnfYj7q0D=RAg9^p_B9HA}`J4`4AX2S$E40 zQp#Pam;!5yhAu|hBXCuttH^W#I$UXVp4|olSF4$2Sk`1>(;bac;%>z!43kM=*nd(Y z?TWAIs^reVx*6s1OBaVnE^*K}QWSk0-S9O?285vzc@hbieUnB^rkC2Le0ZK1%Nb*X zzZ8Zwm*wtx90YLKe{`V6#e~Z ziBC`RGF5YJ*;6L^(x;>;J#|&O(|?dG1=~-9xvk(4@#Xp|pVW}agNvN0bS2PVI=j>( zWLmgJrulp})s+-oL#Ef4FfE>C{CWZjLlo+&R&iu!MzE@hdalS62hNIzx~En0ZCKO+ zRv}L@Yu-4KOxSasQB*Al>?WYpDfuS4e#Ou{@f)ks*Ql;2HRBq27G$pf3xEHxDiLE< zgT&I1O^9Aj{#oNlQJ%{%F+#^7ptT#DxP!3yii>VnUHp@~_xZvsC|$lrH#>^}b- zTv&G9u6w%?jYG=yd~Zt4M|~_@q-GZNFV; zFVB~%@(pf#EIH1c{Nle$HDq$`{%DlSwcfuBj@Cfbb3NIC6IZT)DSwJYa|0e%A5jK- zSPvHWAf&erPQux@!L#SV@uTM9VQ_CV#YL`L$YWvOU`*E`8-eSUjaMDZkX*}m6jWft zDIl_m0=DqzNqc9tGrQE;+%L8b$R{CsvB%Sxl+ol`GEAg`#(wbK7Hw06Pxc|9E4HfN z9_1>q7H4Cr{c5qf_kVz{Lot_M@lDS^%L-&PDf@LY+?n5M9sinY*(bmt!B&v%xsb0S zDSF7~&J&M2y5YvpY<1tv1t%YpRDISmy>j7`UEFwHeBD{!D%Et$b>T9X47fnyPXCiH z79u#2!Htk#T^7*$WE2={d~~!64h5BuqxL6bhyla(-#Y8>gMWj1aCg1S=V=Clyukis zd@&&93%6f)$>>{|Pq2QPdj2m${EnwY0Tc&lh^U6Ez20XDvM78k97|Js-0Up+%nzS0 z1cwI~>1eS3E~xJ|_wGSFNgk-+;M-G}=*X^JK@Kd}S&d90B+VR;#)UDhzpcIdp&>|^ zl?hFeb%`~TIDhsHqQz`_yb~_pqMJy)vU$AG+&gH0{1(nNm__(qWYPQ3t!>!aP7O+Rvs&? z4Qmb$LYS0}zguTuz-kJ~v-qzB`wFuydVe$5JYH+R-)t>6nuo7iKi*2v zm}t7tG1C&!4NSA%U7U;@ueJ_1VE+@C(~bs)0Favtni9#HS#F**!pHk8v8HPIev@{T z_Q|u()8E47JHg62Q)MsNNGe~h**;ENtMuse@CwB#$ya07Axmt}A4B0EK7R<=NPBm_ zdGxe2NPkN#%Q!#_EvIRg-x!mfnvV+@w}>%UgY60Jv%HyWpX?S;smPNx9hXv$rTV1L zG%zV&H%iKHx9`n`^?EUVzGw7p80K^c^R-EiCc9{0x`YB{WU1Wd-R8&pDWb{0y7))J zMM}}8^~zD$fBJAsnLz0Zt;Q?_U@mrl)GQu^_b5T}fPGcCc>JRSW#mm;q%hV51bpiy;bp`71L*I zRHP`hehNR_!uJ_mOPq?^hBTf{bi1xUth3VFML0Q0YtS(!{BQ##JDVRmKfEk;+v)Lp zC4Y7o@>Zn3G&@7&zi8S!E5XCn&Ye0<3A*pfyD*x8dprv6p=eder$|UIW-e4=Ve#3= zU>=gM+pS*?Sz^$m5562-`N)kQiaB$2lK)5XAIlO%;R==?MP8D&_)GPa(97Z4`;6r` zd`+2@h*$N2<4H2;lmB&QU(gyeLy&o+!hc8Szj)!jXvyd}s0NGYW-p*($vlGg&H@fd zq#4BW&MuIP4B7NFMRF|2w#ZSy#YOST^-*G%($02sf2sZUQG4mv@W(shyX;cBa8GOa zvW9an>oaf@^d-(!V8?cTFAzIVJ!A diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js index 05c750bbb3e..f725a2f479e 100644 --- a/develop/doc_cn/searchindex.js +++ b/develop/doc_cn/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["about/index_cn","api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/parameters_in_cpp","design/reader/README","design/releasing_process","faq/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/ubuntu_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/cross_compiling/cross_compiling_for_android_cn","howto/cross_compiling/cross_compiling_for_raspberry_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["about/index_cn.md","api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","faq/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/ubuntu_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/cross_compiling/cross_compiling_for_android_cn.md","howto/cross_compiling/cross_compiling_for_raspberry_cn.md","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{},objnames:{},objtypes:{},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":72,"0005\u4e58\u4ee5batch":64,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":71,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":71,"000\u4e2atxt\u6587\u4ef6":71,"000\u4f4d\u7528\u6237\u5bf94":68,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":65,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":68,"000\u90e8\u7535\u5f71\u76841":68,"00186201e":5,"00m":51,"01852v1":9,"03m":51,"0424m":51,"0473v3":10,"05d":64,"0630u":51,"06u":51,"0810u":51,"08823112e":5,"0957m":51,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":54,"0\u5c42\u5e8f\u5217":42,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":71,"0ab":9,"0b1":37,"0rc1":31,"0rc2":31,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":64,"10007_10":71,"10014_7":71,"100m":32,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":65,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":65,"101\u5c42\u7f51\u7edc\u6a21\u578b":65,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":64,"10\u6570\u636e\u96c6":64,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":64,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":64,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":64,"10g":24,"1150u":51,"11\u5b9e\u73b0\u4e86c":28,"11e6":58,"12194102e":5,"124n":51,"128\u7ef4\u548c256\u7ef4":63,"13m":58,"1490u":51,"14\u4ee5\u4e0a":41,"14\u6570\u636e\u96c6":72,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":72,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":56,"152\u5c42\u7f51\u7edc\u6a21\u578b":65,"15501715e":5,"1550u":51,"15\u884c":43,"1636k":72,"16u":51,"173m":65,"173n":51,"1770u":51,"18\u5c81\u4ee5\u4e0b":68,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":58,"197u":51,"1\u7684\u5c42\u4e4b\u5916":56,"1\u7a00\u758f\u6570\u636e":48,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":56,"1\u9664\u4ee5batch":64,"1m\u6570\u636e\u96c6\u4e2d":69,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":69,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":64,"210u":51,"211839e770f7b538e2d8":10,"215n":51,"228u":51,"234m":65,"24\u5c81":68,"2520u":51,"25639710e":5,"25k":67,"2680u":51,"26\u884c":43,"27787406e":5,"279n":51,"27m":51,"285m":51,"2863m":51,"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":51,"2977m":51,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":72,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":32,"2\u4e2a\u6d6e\u70b9\u6570":33,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":59,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":56,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":59,"2nd":9,"302n":51,"30u":51,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":63,"32777140e":5,"328n":51,"32\u7ef4":63,"32u":51,"32x32":13,"331n":51,"3320u":51,"34\u5c81":68,"35\u65f6":72,"36540484e":5,"36u":51,"3710m":51,"3768m":51,"387u":51,"38u":51,"3920u":51,"39u":51,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":72,"3\u53f7gpu":32,"4035m":51,"4090u":51,"4096mb":54,"4279m":51,"43630644e":5,"43u":51,"448a5b355b84":58,"44\u5c81":68,"4560u":51,"4563m":51,"45u":51,"4650u":51,"4726m":51,"473m":58,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":68,"4gb":54,"500\u4e2atxt\u6587\u4ef6":71,"500m":32,"50\u5c42":65,"50\u5c42\u7f51\u7edc\u6a21\u578b":65,"51111044e":5,"514u":51,"525n":51,"526u":51,"53018653e":5,"536u":51,"5460u":51,"5470u":51,"54u":51,"55\u5c81":68,"55g":72,"5690m":51,"573u":51,"578n":51,"5798m":51,"586u":51,"58s":58,"5969m":51,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":63,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":37,"6080u":51,"6082v4":9,"6140u":51,"6305m":51,"639u":51,"64\u5e73\u53f0\u4e3a\u4f8b":[40,41],"64\u73af\u5883":41,"64\u7ef4":63,"655u":51,"6780u":51,"6810u":51,"682u":51,"6970u":51,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":51,"6\u4e2a\u8282\u70b9":52,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":63,"704u":51,"70634608e":5,"7090u":51,"72296313e":5,"72u":51,"73u":51,"75u":51,"760u":51,"767u":51,"783n":51,"784u":51,"78m":51,"7\u7248\u672c\u5f00\u59cb":40,"7eamaa":13,"7kb":58,"8250u":51,"8300u":51,"830n":51,"849m":51,"85625684e":5,"861u":51,"864k":72,"8661m":51,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":63,"877\u884c":63,"892m":51,"901n":51,"90u":51,"918u":51,"9247m":51,"924n":51,"9261m":51,"93137714e":5,"9330m":51,"94u":51,"9530m":51,"96644767e":5,"983m":51,"988u":51,"997u":51,"99982715e":5,"99m":65,"99u":51,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":58,"\u0233":33,"\u03b5":33,"\u4e00":43,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":33,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":64,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":25,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":57,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":58,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":45,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":64,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":45,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":45,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":45,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":71,"\u4e00\u4e2a\u6216\u591a\u4e2a":57,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":32,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":51,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":35,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":42,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":42,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":71,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":35,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":48,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":48,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":48,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":32,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":25,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":54,"\u4e00\u4e2alabel":43,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":46,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":70,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":67,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":57,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":25,"\u4e00\u4eba":43,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":45,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":69,"\u4e00\u65e9":43,"\u4e00\u662fbatch":32,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":52,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":57,"\u4e00\u6b21\u6027\u676f\u5b50":43,"\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":33,"\u4e00\u79cd\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":40,"\u4e00\u7bc7\u8bba\u6587":72,"\u4e00\u7ea7\u76ee\u5f55":[71,72],"\u4e00\u81f4":[42,43],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":31,"\u4e00\u822c\u4ece":47,"\u4e00\u822c\u5728paddlepaddle\u4e2d":43,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,33],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":32,"\u4e00\u822c\u6765\u8bf4":46,"\u4e00\u822c\u800c\u8a00":72,"\u4e00\u822c\u8868\u793a":43,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":67,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,38],"\u4e09\u7ea7\u76ee\u5f55":[71,72],"\u4e0a":47,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":70,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":25,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":71,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":43,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":59,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":25,"\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":40,"\u4e0a\u7f51":43,"\u4e0a\u8fd0\u884c":35,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":32,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":51,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":52,"\u4e0b":64,"\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":51,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":64,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":70,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":65,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":48,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":45,"\u4e0b\u6587\u4f7f\u7528":59,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":58,"\u4e0b\u6b21":43,"\u4e0b\u7684":59,"\u4e0b\u7684\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":41,"\u4e0b\u8868\u5c55\u793a\u4e86batch":65,"\u4e0b\u8f7d":25,"\u4e0b\u8f7d\u5230\u672c\u5730":25,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":58,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":37,"\u4e0b\u8f7d\u6570\u636e\u96c6":64,"\u4e0b\u8f7draspberri":41,"\u4e0b\u8f7dwmt":72,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":51,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":69,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":57,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":28,"\u4e0b\u9762\u5217\u51fa\u4e86":46,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":48,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":59,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":64,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":64,"\u4e0b\u9762\u662fcifar":64,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":48,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":65,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":65,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":48,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":38,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":33,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":42,"\u4e0d":43,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":25,"\u4e0d\u4f1a\u518d\u4ece":32,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":27,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":48,"\u4e0d\u4f7f\u7528c":27,"\u4e0d\u4f7f\u7528swig":27,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":72,"\u4e0d\u540c":70,"\u4e0d\u540c\u4e3b\u673a":57,"\u4e0d\u540c\u4ea7\u54c1":71,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":54,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":65,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":46,"\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":32,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":59,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[3,38],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":57,"\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":45,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":45,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":43,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":57,"\u4e0d\u5728":28,"\u4e0d\u5bb9\u6613\u51fa\u9519":25,"\u4e0d\u5c11":43,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":27,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":45,"\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":72,"\u4e0d\u6307\u5b9a\u65f6":45,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":57,"\u4e0d\u652f\u6301":70,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[3,38],"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":27,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":47,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u592a\u968f\u610f":47,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":47,"\u4e0d\u8fc7":43,"\u4e0d\u8fdc":43,"\u4e0d\u9519":43,"\u4e0e":[59,63,72],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":25,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":31,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":43,"\u4e0e\u53ef\u80fd\u6709\u7684":31,"\u4e0e\u5728":70,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":52,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":59,"\u4e0e\u7ffb\u8bd1":72,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":71,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":72,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":32,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":68,"\u4e0ejob":59,"\u4e0etime":68,"\u4e14":43,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":47,"\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":[3,38],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":57,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":43,"\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":71,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":27,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":27,"\u4e24":43,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":52,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":49,"\u4e24\u4e2a\u5d4c\u5957\u7684":45,"\u4e24\u4e2a\u64cd\u4f5c":51,"\u4e24\u4e2a\u6587\u4ef6\u5939":64,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":70,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":43,"\u4e24\u4e2a\u90e8\u5206":49,"\u4e24\u79cd\u7c7b\u522b":67,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e2a":67,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":32,"\u4e2a\u5355\u8bcd":72,"\u4e2a\u6027\u5316\u63a8\u8350":[31,66],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":69,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":54,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":54,"\u4e2d":[27,28,32,48,59,64,67,69,70,71],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":47,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":63,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":72,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":72,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":43,"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5305\u542b\u4e00\u4e2aandroid\u7248\u672c\u7684\u5e93":40,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":41,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":67,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":72,"\u4e2d\u5305\u542bc":[40,41],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":47,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":47,"\u4e2d\u5b89\u88c5":52,"\u4e2d\u5b8c\u5168\u4e00\u81f4":27,"\u4e2d\u5b8c\u6210":71,"\u4e2d\u5b9a\u4e49":46,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":45,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":28,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":71,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":65,"\u4e2d\u6307\u5b9a":54,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":56,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":65,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":65,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":34,"\u4e2d\u6587\u6587\u6863":49,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":49,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":43,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":68,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":59,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":54,"\u4e2d\u7684":65,"\u4e2d\u7684\u4e00\u884c":[3,47],"\u4e2d\u7684\u5185\u5bb9":70,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":47,"\u4e2d\u7684\u63a5\u53e3":69,"\u4e2d\u7684\u6570\u636e":65,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":69,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":65,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":71,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":69,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":72,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":57,"\u4e2d\u7684\u7b2ci\u884c":72,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":68,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":71,"\u4e2d\u83b7\u53d6":59,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":52,"\u4e2d\u8bbe\u7f6e":52,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":52,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":48,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":32,"\u4e3a":[3,40,41,46],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":71,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":47,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":48,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":35,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":71,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":57,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":48,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":25,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":45,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd":35,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":47,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":52,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":28,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":52,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":[40,41],"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":51,"\u4e3a\u4e86\u8fd8\u539f":33,"\u4e3a\u4f8b":67,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":52,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":67,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":32,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":51,"\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":63,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":52,"\u4e3a\u6b64":58,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":48,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":52,"\u4e3ajson\u6216yaml\u683c\u5f0f":69,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":48,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":54,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":25,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":38,"\u4e3b\u8981\u539f\u56e0":43,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":32,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":64,"\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":32,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":67,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":32,"\u4e3e\u4f8b":32,"\u4e3e\u4f8b\u8bf4\u660e":43,"\u4e4b\u524d":47,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":67,"\u4e4b\u540e":[33,38,48],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":52,"\u4e4b\u540e\u4f7f\u7528":48,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":48,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":48,"\u4e4b\u540e\u5b9a\u4e49\u7684":64,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":28,"\u4e4b\u95f4\u7684\u8ddd\u79bb":33,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":45,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":48,"\u4e58\u9664\u7b49\u65f6\u5019":32,"\u4e5d\u4e2a":70,"\u4e5f":43,"\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":45,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":28,"\u4e5f\u4e0d\u751f\u6210":28,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":47,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":57,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":35,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":45,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":51,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":59,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":67,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":57,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":[40,41],"\u4e5f\u5c31\u662f":47,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":67,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":47,"\u4e5f\u5c31\u662f\u8bf4":[54,56,63],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":69,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":59,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":51,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":43,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":57,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":45,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":32,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":67,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":64,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e66\u5199":27,"\u4e7e":43,"\u4e86":43,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":51,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":46,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":46,"\u4e8c\u7ea7\u76ee\u5f55":[71,72],"\u4e8c\u7ef4\u77e9\u9635":65,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":43,"\u4e8c\u8fdb\u5236":63,"\u4e92\u76f8\u901a\u4fe1":57,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":71,"\u4e94\u661f\u7ea7":43,"\u4e9a\u9a6c\u900a":71,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe":41,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":40,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":40,"\u4ea4\u53c9\u7f16\u8bd1raspberri":41,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":40,"\u4ea4\u901a":43,"\u4ea4\u901a\u4fbf\u5229":43,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[40,41],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":35,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec0\u4e48":69,"\u4ec5\u4ec5\u4f7f\u7528":27,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":71,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":69,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":69,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":71,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":48,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":48,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":59,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":40,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1raspberri":41,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":57,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":67,"\u4ece":[31,51,70],"\u4ece0\u5230num":54,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":45,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":51,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":33,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":71,"\u4ece\u5927\u5230\u5c0f":72,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":70,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":43,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":67,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":[40,41],"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":72,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":71,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":72,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":48,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":33,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":67,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":72,"\u4ece\u8bed\u4e49\u4e0a\u770b":45,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":43,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":33,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":63,"\u4ececmake":40,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ecestart":54,"\u4ecetest":72,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":47,"\u4ed4\u7ec6\u89c2\u5bdf":65,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":28,"\u4ed6\u4eec\u5206\u522b\u662f":43,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":43,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":65,"\u4ed6\u662f\u5c06":28,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":27,"\u4ee3\u66ff":59,"\u4ee3\u7801":69,"\u4ee3\u7801\u4e2d9":43,"\u4ee3\u7801\u5982\u4e0b":46,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":47,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":27,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":59,"\u4ee3\u8868\u7f16\u53f7":69,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a":47,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\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":35,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":35,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":35,"\u4ee5\u4e0b":[20,69],"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":46,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":68,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":35,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":47,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":67,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":52,"\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":63,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":52,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":35,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":25,"\u4ee5\u4fbf\u7528\u6237":52,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":48,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":48,"\u4ee5\u5206\u7c7b\u6765\u81ea":71,"\u4ee5\u53ca":48,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":46,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":42,"\u4ee5\u53ca\u5728wmt":72,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":64,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":35,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":41,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":45,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":48,"\u4ee5\u53caandroid":40,"\u4ee5\u53caandroid\u6240\u9700":40,"\u4ee5\u53canumpi":20,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":69,"\u4ee5\u53carelu":48,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":[40,41],"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[40,41],"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":52,"\u4ee5\u9017\u53f7":63,"\u4ee5\u9017\u53f7\u95f4\u9694":54,"\u4ef7\u683c":43,"\u4efb\u52a1":69,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":52,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":43,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f18\u5316":71,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":48,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":59,"\u4f1a\u5171\u4eab\u53c2\u6570":32,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":54,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":43,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":59,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":49,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":32,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":45,"\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":45,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":32,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":45,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":45,"\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":48,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":47,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":72,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":59,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":45,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":47,"\u4f20\u5165":[3,20],"\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":32,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":54,"\u4f46":28,"\u4f46\u4e0d\u66b4\u9732":28,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":48,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":54,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":43,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":43,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":33,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":45,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":34,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":31,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":43,"\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":31,"\u4f46\u662f":[32,43],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":35,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":52,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":28,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":53,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":43,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":35,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":47,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":34,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":56,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":32,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":27,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":72,"\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":71,"\u4f46\u662fbatch":32,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[3,38],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[3,38],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":43,"\u4f4f":43,"\u4f53\u88c1\u5b57\u5178":69,"\u4f53\u88c1\u5b57\u6bb5":69,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":69,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":69,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":43,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":46,"\u4f5c\u4e3a\u53c2\u6570\u7684id":32,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":45,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":68,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":27,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":33,"\u4f5c\u4e3a\u8f93\u51fa":46,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":52,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":43,"\u4f5c\u5bb6":68,"\u4f5c\u7528":42,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":65,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":67,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":63,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":65,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":35,"\u4f60\u53ea\u9700\u5b8c\u6210":52,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":67,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":72,"\u4f60\u53ef\u4ee5\u4f7f\u7528":65,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":71,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":52,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":52,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":69,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":69,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":56,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":65,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":65,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":69,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":63,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":72,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":65,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":65,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":72,"\u4f60\u5c06\u5728\u76ee\u5f55":71,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":69,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":52,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":52,"\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":48,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":56,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":48,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":69,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":48,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":67,"\u4f7f\u5f97":33,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":72,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":32,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":48,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":33,"\u4f7f\u7528":[28,31,32,35,43,45,46,48,51,54,67,70,71],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":56,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":56,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":65,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":56,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":56,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":48,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":32,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":58,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":32,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":70,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":37,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":63,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":71,"\u4f7f\u7528\u52a8\u6001\u5e93":27,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":32,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":32,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":64,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":63,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":46,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":59,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":58,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":32,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528\u6848\u4f8b":55,"\u4f7f\u7528\u7684":32,"\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":40,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":28,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":54,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":45,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":65,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":54,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":54,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":72,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":70,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":64,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":43,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":48,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":71,"\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":63,"\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":54,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":56,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":56,"\u4f7f\u7528cpu\u8bad\u7ec3":71,"\u4f7f\u7528init":56,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":43,"\u4f7f\u7528max":64,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":43,"\u4f7f\u7528model":56,"\u4f7f\u7528paddlepaddl":67,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":64,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":54,"\u4f7f\u7528regress":31,"\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":64,"\u4f86":43,"\u4f8b\u5982":[3,20,27,28,31,32,34,38,43,46,48,51,52,53,54,56,59,65,67,69,71],"\u4f8b\u5982\u4e0a\u6587\u7684pod":57,"\u4f8b\u5982\u4e0a\u9762\u7684":33,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":52,"\u4f8b\u5982\u4f7f\u7528":32,"\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":43,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":43,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":43,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":32,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":64,"\u4f8b\u5982c":27,"\u4f8b\u5982hostpath":57,"\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":59,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":27,"\u4f8b\u5982python\u7684":27,"\u4f8b\u5982sigmoid":48,"\u4f8b\u5982sigmoid\u53d8\u6362":67,"\u4f8b\u5b50\u4e2d\u662f":48,"\u4f8b\u5b50\u4e2d\u662f0":48,"\u4f8b\u5b50\u4e2d\u662f100":48,"\u4f8b\u5b50\u4e2d\u662f4096":48,"\u4f8b\u5b50\u4e2d\u662f8192":48,"\u4f8b\u5b50\u4e2d\u662ffc":48,"\u4f8b\u5b50\u4e2d\u662fsoftmax":48,"\u4f8b\u5b50\u4f7f\u7528":57,"\u4f9bpaddlepaddle\u52a0\u8f7d":54,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":71,"\u4f9d\u6b21\u7c7b\u63a8":31,"\u4f9d\u8d56\u4e8epython\u7684":64,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":57,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":57,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":35,"\u4fbf\u5229":43,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":43,"\u4fbf\u5b9c":43,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":27,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":54,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":72,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":54,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":54,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":65,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":47,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":52,"\u4fee\u590d\u6240\u6709bug\u540e":31,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":31,"\u4fee\u590dubuntu":31,"\u4fee\u6539":[57,58],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":58,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":51,"\u4fee\u6539\u6587\u6863":50,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[43,47],"\u503c\u5f97\u6df1\u5165\u5206\u6790":51,"\u503c\u7c7b\u578b":56,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":32,"\u5047\u8bbe":48,"\u5047\u8bbe\u53d8\u91cf":33,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":35,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":48,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":63,"\u504f\u7f6e\u53c2\u6570":65,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":48,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":31,"\u505a\u63a5\u53e3":27,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":54,"\u505c\u7535":43,"\u50cf":35,"\u513f\u7ae5\u7247":68,"\u5143\u7d20":42,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":42,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":28,"\u5148\u8c03\u7528initializer\u51fd\u6570":67,"\u5168\u5bb6":43,"\u5168\u8fde\u63a5\u5c42":[33,63,64,69],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":48,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":69,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":65,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":48,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":48,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":48,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":48,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":70,"\u516c\u5f0f":35,"\u516c\u94a5\u5199\u5165":52,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":70,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":70,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":59,"\u5171\u670932":63,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":64,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":43,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":47,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":59,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":38,"\u5173\u4e8eunbound":45,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":64,"\u5173\u952e\u8bcd\u5305\u62ec":47,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":64,"\u5176\u4e2d":[3,27,31,32,33,38,40,41,46,48,63,64,65],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":65,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":64,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":64,"\u5176\u4e2d\u5305\u542b6":68,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":64,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":71,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":70,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":72,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":67,"\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":42,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":72,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":72,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":72,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":65,"\u5176\u4e2dbeam":72,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":54,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":54,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":5,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":38,"\u5176\u4ed6":68,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":35,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":72,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":32,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":32,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":28,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":67,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":56,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":31,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[40,41],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":46,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":48,"\u5176\u4f59\u884c\u662f":63,"\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":69,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":57,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":67,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":67,"\u5176\u5b83layer\u7684\u8f93\u51fa":45,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":32,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":57,"\u5176\u6b21":[3,43,67],"\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":70,"\u5176\u8bf4\u660e\u5982\u4e0b":43,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":72,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":46,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[28,32],"\u5177\u4f53\u539f\u56e0\u53c2\u8003":28,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,48],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":45,"\u5177\u4f53\u5982\u4e0b":35,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":51,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":32,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":67,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":32,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":65,"\u5177\u4f53\u8bf7\u53c2\u8003":[3,28,47],"\u5177\u4f53\u8bf7\u89c1":47,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":43,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":71,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":46,"\u5185\u5b58":51,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":54,"\u5185\u5bb9":67,"\u5185\u5bb9\u5982\u4e0b":58,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":43,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":59,"\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":35,"\u5185\u90e8":59,"\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":69,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":27,"\u518d\u57fa\u4e8e":31,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":43,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":43,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":43,"\u518d\u6307\u5b9a":34,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":51,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":48,"\u518d\u901a\u8fc7\u51fd\u6570":59,"\u5192\u9669\u7247":68,"\u5197\u4f59\u7b49\u529f\u80fd":57,"\u5199\u4ee3\u7801":27,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":72,"\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":48,"\u519c\u6c11":68,"\u51c6\u5907":43,"\u51c6\u5907\u597d\u6570\u636e":69,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":32,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":32,"\u51cf\u5c0fbatch":32,"\u51fa\u53bb\u73a9":43,"\u51fa\u5dee":43,"\u51fa\u6765":43,"\u51fa\u73b0":32,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":32,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":32,"\u51fd\u6570":[3,33,46,48,51,70,71],"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":52,"\u51fd\u6570\u5047\u8bbe":46,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":51,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":45,"\u51fd\u6570\u540d\u4e3a":28,"\u51fd\u6570\u547d\u540d":27,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":48,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":48,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":45,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":48,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":51,"\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":48,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":48,"\u5206\u4e3a\u597d\u8bc4":67,"\u5206\u522b\u4e3a":63,"\u5206\u522b\u4e3atrain":72,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":45,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":43,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":72,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":45,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":33,"\u5206\u522b\u662f":42,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":46,"\u5206\u522b\u662fsentences\u548clabel":43,"\u5206\u522b\u662fwords\u548clabel":43,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":48,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":43,"\u5206\u5272":[68,70],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":69,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":57,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":[31,47],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":31,"\u5206\u652f\u4e0a":47,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":47,"\u5206\u652f\u4e2d":31,"\u5206\u652f\u4e3a\u5f00\u53d1":31,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":31,"\u5206\u652f\u4e3a\u7a33\u5b9a":31,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":31,"\u5206\u652f\u5408\u5165":31,"\u5206\u652f\u5408\u5165master\u5206\u652f":31,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":31,"\u5206\u652f\u540d":47,"\u5206\u652f\u540d\u4e3a":31,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":31,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":31,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":40,"\u5206\u652f\u89c4\u8303":47,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":51,"\u5206\u7247":19,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":71,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":65,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":63,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":63,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":63,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":54,"\u5206\u9694":[63,69],"\u5206\u9694\u7b26\u4e3a":68,"\u5207\u6362\u5230":47,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":47,"\u5217\u8868":69,"\u5217\u8868\u5982\u4e0b":[3,38],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":48,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":70,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":54,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":54,"\u5219\u5148\u505a\u5d4c\u5165":69,"\u5219\u53ef\u4ee5\u50cf":52,"\u5219\u53ef\u8bbe\u7f6e":[40,41],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":67,"\u5219\u5ffd\u7565":19,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":54,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":3,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":51,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":54,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5219\u8bbe\u7f6e\u6210":[40,41],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":32,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5219\u9700\u8981\u914d\u7f6e":57,"\u5219\u9700\u9009\u7528":41,"\u521b\u5efa\u4e00\u4e2akubernet":59,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":35,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":47,"\u521b\u5efa\u6210\u529f\u540e":59,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":72,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":48,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":48,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":54,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":63,"\u521d\u59cb\u5316\u7236\u7c7b":48,"\u521d\u59cb\u5316biases_":48,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":45,"\u5220\u9664":47,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":32,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":67,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":32,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":69,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":71,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":45,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":67,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":57,"\u5229\u843d":43,"\u522b\u4eba\u5e2e\u4e86\u5fd9":47,"\u5230":[19,32,46],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":52,"\u5230\u672c\u5730":47,"\u5230\u6b64":35,"\u5230\u76ee\u524d\u4e3a\u6b62":70,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":59,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":35,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":35,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":59,"\u5237\u7259":43,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":59,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":72,"\u524d\u53f0":43,"\u524d\u5411\u4f20\u64ad":48,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":48,"\u524d\u5411\u548c\u540e\u5411":48,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":47,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u529f\u80fd":25,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":31,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":48,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":67,"\u52a0\u5165":51,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":46,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":46,"\u52a0\u8f7d\u6570\u636e":70,"\u52a0\u8f7d\u6a21\u578b":70,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":72,"\u52a0\u8f7dtest":54,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":32,"\u52a8\u4f5c\u7247":68,"\u52a8\u6001\u5e93":27,"\u52a8\u753b\u7247":68,"\u52a8\u8bcd":70,"\u52a9\u624b":48,"\u5305\u542b12":71,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":63,"\u5305\u542b3\u4e2a\u5c5e\u6027":63,"\u5305\u542b50":71,"\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":35,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":32,"\u5305\u62ec":[20,54,67,70,72],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":68,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":32,"\u5305\u62ec\u6570\u636e\u8f93\u5165":33,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u5305\u62ec\u751f\u6210cpu":34,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":38,"\u5305\u62ec\u7b80\u5355\u7684":67,"\u5305\u62ecbool":56,"\u5305\u62ecdocker\u955c\u50cf":36,"\u5305\u62eclinux":35,"\u5305\u662f\u6700\u65b0\u7684":32,"\u5305\u6bd4\u8f83\u8001":32,"\u5305\u7684\u65b9\u6cd5\u662f":32,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":43,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":43,"\u533b\u751f":68,"\u533b\u7597\u4fdd\u5065":68,"\u5341\u4e00":43,"\u5347\u5e8f\u6392\u5217":72,"\u534e\u6da6\u4e07\u5bb6":43,"\u534f\u540c\u5b8c\u6210releas":31,"\u5355\u4e2a\u503c":20,"\u5355\u4f4d\u662fmb":54,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":32,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":53,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":43,"\u5355\u53cc\u5c42rnn":44,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":33,"\u5355\u5c42":45,"\u5355\u5c42\u4e0d\u7b49\u957frnn":43,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":43,"\u5355\u5c42\u5e8f\u5217":42,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":42,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":42,"\u5355\u5c42\u6216\u53cc\u5c42":42,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":43,"\u5355\u5c42rnn":[43,45],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":43,"\u5355\u673acpu\u8bad\u7ec3":32,"\u5355\u673agpu\u8bad\u7ec3":32,"\u5355\u6b65\u51fd\u6570":46,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":46,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":46,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":46,"\u5355\u70b9\u6545\u969c":19,"\u5355\u8fdb\u5355\u51fa":45,"\u5360\u4f4d\u7b26":63,"\u536b\u751f":43,"\u5373":[28,32,33,49,59,67,71],"\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":43,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":43,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":43,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":43,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":43,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":43,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":43,"\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":54,"\u5373\u4f7fc":28,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4f8b\u5982":28,"\u5373\u4fbf\u8bbe\u7f6e":32,"\u5373\u4fbfpaddl":28,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":45,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":46,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":71,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":43,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":45,"\u5373\u53ef":[33,47],"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":32,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":49,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":43,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":32,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[3,38],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":28,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":67,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":43,"\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":43,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":33,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":45,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":43,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":42,"\u5373\u6574\u6570\u6570\u7ec4":43,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":43,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":43,"\u5373\u66b4\u9732":28,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":71,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":71,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":43,"\u5373\u7f51\u5361\u540d":59,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":32,"\u5373\u8bbe\u7f6e":32,"\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":32,"\u5373input":45,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":43,"\u5377\u79ef\u5c42":64,"\u5377\u79ef\u5c42\u6743\u91cd":65,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":64,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":64,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":64,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":64,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":67,"\u5378\u8f7dpaddlepaddle\u5305":32,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":43,"\u539f\u56e0":47,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":32,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":37,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":47,"\u53bb\u8fc7":43,"\u53c2\u6570":[3,7,8,9,10,11,12,13,15,27,48,53,59,63,65,71],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":32,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":70,"\u53c2\u6570\u5373\u53ef":71,"\u53c2\u6570\u540d":65,"\u53c2\u6570\u6570\u91cf":67,"\u53c2\u6570\u670d\u52a1\u5668":53,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":54,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":54,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":54,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":54,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":54,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":32,"\u53c2\u6570\u6982\u8ff0":55,"\u53c2\u6570\u7684\u89e3\u6790":59,"\u53c2\u6570\u7ef4\u5ea6":63,"\u53c2\u6570\u884c":63,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":43,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":46,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":47,"\u53c2\u8003":[25,27,57],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":51,"\u53c2\u8003\u6587\u732e":72,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":43,"\u53c2\u8003\u955c\u50cf\u7684":59,"\u53c8":43,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":42,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":32,"\u53ca":48,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":46,"\u53cc\u5411\u9a8c\u8bc1":25,"\u53cc\u5c42":45,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":43,"\u53cc\u5c42\u5e8f\u5217":42,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":42,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":43,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":42,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":45,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":42,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":42,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":43,"\u53cc\u5c42rnn":45,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":43,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":43,"\u53cc\u8fdb\u5355\u51fa":45,"\u53cc\u8fdb\u53cc\u51fa":45,"\u53cd\u4e4b\u5219":70,"\u53cd\u5411\u4f20\u64ad":48,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":48,"\u53d1\u5e03":35,"\u53d1\u5e03\u5230dockerhub":31,"\u53d1\u5e03\u5230github":31,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":32,"\u53d1\u884c\u548c\u7ef4\u62a4":47,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":54,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":34,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":34,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":34,"\u53d8\u6362\u77e9\u9635":48,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":43,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":68,"\u53e5\u5b50":71,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":70,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":67,"\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":71,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":35,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":51,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":35,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":32,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":35,"\u53e6\u4e00\u65b9\u9762":71,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":56,"\u53e6\u5916":43,"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":65,"\u53ea\u4f5c\u4e3aread":45,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":54,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":68,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":34,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":65,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":43,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":67,"\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":35,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":28,"\u53ea\u6709":43,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":63,"\u53ea\u6709\u542b\u6709\u4eba":68,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":54,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":45,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":56,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":27,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":43,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":32,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":35,"\u53ea\u8bfbmemory\u8f93\u5165":45,"\u53ea\u9488\u5bf9\u5185\u5b58":32,"\u53ea\u9700\u4e2d\u65ad":52,"\u53ea\u9700\u4f7f\u7528":52,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":71,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":72,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":52,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":46,"\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":19,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":72,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":69,"\u53ea\u9700\u8981\u8fd0\u884c":69,"\u53ef\u4ee5":[43,47,52],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":35,"\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":32,"\u53ef\u4ee5\u4f7f\u7528":32,"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":37,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":32,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":54,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":59,"\u53ef\u4ee5\u4f7f\u7528python\u7684":5,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":32,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":58,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":64,"\u53ef\u4ee5\u53c2\u8003":[43,46,47,57,59,72],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":63,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":38,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":51,"\u53ef\u4ee5\u5728":35,"\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":59,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":70,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":70,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":47,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":57,"\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":57,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":45,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":51,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":35,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":49,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":43,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":71,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[42,45],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":45,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":48,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":45,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":45,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":54,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u67e5\u770b":59,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":58,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":56,"\u53ef\u4ee5\u7528":25,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":64,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":57,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":5,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":47,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":51,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":42,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":51,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":31,"\u53ef\u4ee5\u7f16\u5199":35,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":32,"\u53ef\u4ee5\u8bbe\u7f6e":[40,41,64],"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":38,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":69,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":64,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":56,"\u53ef\u4ee5\u901a\u8fc7":[47,57],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":46,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":5,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":67,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":56,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":67,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":59,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":32,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":32,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":51,"\u53ef\u8bbe\u7f6e":40,"\u53ef\u9009":[3,48],"\u53f3\u8fb9\u662f":65,"\u5403":43,"\u5403\u996d":43,"\u5404\u65b9\u9762":43,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":64,"\u5408":43,"\u5408\u5e76":72,"\u5408\u5e76\u6bcf\u4e2a":72,"\u5408\u7406":43,"\u540c\u65f6":[32,51],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":34,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":32,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":47,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":45,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":67,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":65,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":67,"\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":51,"\u540c\u65f6\u518d\u5c06":31,"\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":32,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":32,"\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":31,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":36,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":56,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":32,"\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":38,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":54,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":45,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":54,"\u540d\u5b57\u4fee\u9970":27,"\u540d\u79f0":67,"\u540e":[32,34,40,41,47,59,71],"\u540e\u5411\u4f20\u64ad":48,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":48,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":71,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411\u91cfenable_parallel_vector":53,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":31,"\u5426":34,"\u5426\u5219":[2,40,41,52,69],"\u5426\u5219\u4f1a\u628a":47,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":72,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":54,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":54,"\u5426\u5219\u4f7f\u7528gpu":56,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":46,"\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":52,"\u5426\u5b9a":70,"\u542b\u4e49":[65,71],"\u542b\u6709":68,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":48,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":48,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":48,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":59,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":54,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":54,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":54,"\u5440":43,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":69,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":69,"\u5468\u56f4":43,"\u547d\u4ee4":52,"\u547d\u4ee4\u4e3a":[32,58],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":58,"\u547d\u4ee4\u5220\u9664":[40,41],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":34,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":67,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":67,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":34,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":52,"\u547d\u540d\u4e3a":47,"\u547d\u540d\u7a7a\u95f4":57,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":57,"\u548c":[20,27,28,31,32,33,34,40,41,43,46,47,48,49,51,52,56,57,63,64,67,69,72],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":43,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,38],"\u548c\u4e2d\u6587\u6587\u6863":49,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":32,"\u548c\u504f\u7f6e\u5411\u91cf":48,"\u548c\u533a\u57df\u6807\u8bb0":70,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":42,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":57,"\u548c\u5dee\u8bc4":67,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":42,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":46,"\u548c\u68af\u5ea6\u622a\u65ad":67,"\u548c\u6a21\u578b\u8def\u5f84":71,"\u548c\u771f\u5b9e":33,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":43,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u548c\u7b2c6\u884c\u7684":72,"\u548c\u90e8\u5206layer":45,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":72,"\u548cargument":70,"\u548ccudnn":37,"\u548cpool":42,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":65,"\u54c1\u8d28":43,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u54ea\u4e9b\u4e0d\u662f":43,"\u5546\u52a1":43,"\u554a":43,"\u559c\u5267\u7247":68,"\u5668":67,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[3,38],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":33,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":48,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":70,"\u56e0\u4e3a\u53c2\u6570":56,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":46,"\u56e0\u4e3a\u5b83\u6bd4":46,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":59,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":57,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":64,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":35,"\u56e0\u4e3apaddlepaddle\u7684v2":49,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":32,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":27,"\u56e0\u6b64":[2,3,43,45,48],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":43,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":63,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":68,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":64,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":43,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":48,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":53,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":65,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":32,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":71,"\u56fe":[65,71],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":71,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":71,"\u56fe\u50cf\u5206\u7c7b":[31,66],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":65,"\u56fe\u50cf\u63cf\u8ff0":72,"\u56fe\u7247\u5206\u4e3a10\u7c7b":64,"\u56fe\u7684\u5e95\u90e8\u662fword":71,"\u56fe\u8868":[35,71],"\u5728":[3,28,31,37,42,43,46,47,52,65,67,68,70],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":58,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":48,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":70,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":54,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":43,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":58,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":67,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":64,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":57,"\u5728\u4e4b\u540e\u7684":32,"\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":72,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":71,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":38,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":48,"\u5728\u51c6\u5907\u53d1\u8d77":47,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u51fd\u6570":59,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":54,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":54,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":43,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":54,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":54,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":43,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":32,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":43,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":57,"\u5728\u542f\u52a8job\u4e4b\u524d":59,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":47,"\u5728\u56fd\u5185":35,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":54,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":38,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":38,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":28,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":59,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":59,"\u5728\u5c42\u4e2d\u6307\u5b9a":56,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":45,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":[20,64],"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":28,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":48,"\u5728\u5f97\u5230":59,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":46,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":71,"\u5728\u63d0\u4ea4":47,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":38,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":67,"\u5728\u6587\u4ef6":69,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":71,"\u5728\u672c\u4f8b\u4e2d":[43,47,56],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[46,64],"\u5728\u672c\u6587\u4e2d":52,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":52,"\u5728\u672c\u6587\u6863\u4e2d":25,"\u5728\u672c\u6f14\u793a\u4e2d":71,"\u5728\u672c\u793a\u4f8b\u4e2d":[43,71],"\u5728\u672c\u8282\u4e2d":46,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":54,"\u5728\u6837\u4f8b\u4e2d":28,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":52,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":67,"\u5728\u6b64":[0,53,56],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":67,"\u5728\u6b64\u611f\u8c22":63,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":46,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":43,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":46,"\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":59,"\u5728\u6bcf\u8bad\u7ec3":69,"\u5728\u6d4b\u8bd5\u9636\u6bb5":54,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":65,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":47,"\u5728\u6f14\u793a\u4e2d":70,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":57,"\u5728\u751f\u6210\u65f6":46,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":72,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":72,"\u5728\u7528\u6237\u4f7f\u7528c":28,"\u5728\u7528\u6237\u6587\u4ef6user":69,"\u5728\u7528\u6237\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0":40,"\u5728\u7535\u5f71\u6587\u4ef6movi":69,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":72,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":72,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":72,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":72,"\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":64,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u7ec4\u5408\u65f6":38,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":49,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[40,41],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":48,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":72,"\u5728\u811a\u672c":69,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":42,"\u5728\u8bad\u7ec3\u4e2d":46,"\u5728\u8bad\u7ec3\u4e4b\u524d":59,"\u5728\u8bad\u7ec3\u4e86":69,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":69,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":64,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":63,"\u5728\u8bad\u7ec3\u65f6":58,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[59,72],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":54,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8bbe\u7f6e":[40,41],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":31,"\u5728\u8be5\u914d\u7f6e\u76847":43,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":72,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":67,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":51,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":45,"\u5728\u8fd0\u884c":71,"\u5728\u8fd9\u4e2a":31,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":72,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[33,71],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[48,58],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":43,"\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":51,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":46,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":70,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":31,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":69,"\u5728\u8fd9\u4e9blayer\u4e2d":43,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":71,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[46,48],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":45,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":58,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":59,"\u5728\u8fd9\u91cc":45,"\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":48,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":38,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":65,"\u5728\u91c7\u7528sgd":32,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":56,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":71,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":71,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":40,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":40,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":57,"\u5728c":27,"\u5728c\u7684\u5934\u6587\u4ef6":27,"\u5728cub":64,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":3,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":57,"\u5728linux\u4e0b":72,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":69,"\u5728movielen":69,"\u5728paddl":59,"\u5728paddle\u4e2d":56,"\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":20,"\u5728paddlepaddle\u4e2d":[38,45],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":43,"\u5728paddlepaddle\u91cc":33,"\u5728paramet":19,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":45,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":45,"\u5728trainer":56,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":43,"\u5730\u7406\u4f4d\u7f6e":43,"\u5730\u94c1\u7ad9":43,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":28,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":65,"\u5747\u5300\u5206\u5e03":32,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":54,"\u5747\u662f\u5728":28,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":43,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":43,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":45,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":69,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":25,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,67],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":39,"\u57fa\u672c\u76f8\u540c":63,"\u586b\u5199":47,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":58,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":56,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":48,"\u58f0\u660epython\u6570\u636e\u6e90":69,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":51,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":67,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":45,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":69,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":64,"\u5907\u6ce8":51,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":51,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":43,"\u5916\u5c42outer_step\u4e2d":43,"\u591a\u4e2a\u503c":20,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":67,"\u591a\u4e2aparamet":19,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":45,"\u591a\u673a\u8bad\u7ec3":32,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":45,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":71,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":48,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":48,"\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":70,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":48,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":27,"\u5927\u5b66\u751f":68,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":35,"\u5927\u5c0f":52,"\u5929":43,"\u5929\u4e00\u5e7f\u573a":43,"\u5929\u4e00\u9601":43,"\u5929\u732b":71,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":48,"\u5934\u6587\u4ef6\u5982\u4e0b":48,"\u5947\u5e7b\u7247":68,"\u597d":43,"\u597d\u5403":43,"\u597d\u8bc4":67,"\u5982":[3,46,47,52,56],"\u59822":52,"\u5982\u4e0b":[3,69,71],"\u5982\u4e0b\u56fe\u6240\u793a":[43,51,64],"\u5982\u4e0b\u6240\u793a":[56,65,69],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":67,"\u5982\u4f55":69,"\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":50,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":50,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":67,"\u5982\u4fe1\u606f\u63d0\u53d6":70,"\u5982\u56fe2\u6240\u793a":71,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":71,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":72,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":48,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":65,"\u5982\u679c\u4e0d\u4e3a0":54,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":67,"\u5982\u679c\u4e0d\u6536\u655b":32,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":69,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":54,"\u5982\u679c\u4e3afals":54,"\u5982\u679c\u4e3atrue":[3,54],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":34,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":47,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":54,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":71,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":46,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":71,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":56,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":54,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":72,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":71,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[40,41],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":46,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":64,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":48,"\u5982\u679c\u4f7f\u7528":[52,63],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":37,"\u5982\u679c\u4f7f\u7528nvidia":35,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":57,"\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":32,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":32,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":63,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":54,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":54,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":54,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":32,"\u5982\u679c\u5931\u8d25":31,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":70,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":32,"\u5982\u679c\u5df2\u5b89\u88c5":70,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":59,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":34,"\u5982\u679c\u60a8":35,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":35,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":69,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":51,"\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":51,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":51,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":43,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":51,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":51,"\u5982\u679c\u6267\u884c\u5931\u8d25":57,"\u5982\u679c\u6267\u884c\u6210\u529f":65,"\u5982\u679c\u63d0\u793a\u6b63\u786e":49,"\u5982\u679c\u63d0\u793a\u9519\u8bef":49,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":71,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":57,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u662f\u5e8f\u5217":69,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":45,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":45,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":47,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":31,"\u5982\u679c\u672a\u8bbe\u7f6e":54,"\u5982\u679c\u672a\u8bbe\u7f6egpu":56,"\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":51,"\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":54,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":45,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":72,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6ca1\u8fc7":47,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":54,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\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":63,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":32,"\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":51,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":52,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":32,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":48,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":46,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":71,"\u5982\u679c\u8981\u4f7f\u7528gpu":35,"\u5982\u679c\u8981\u542f\u7528gpu":52,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":47,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":47,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":32,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":69,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":32,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":54,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":47,"\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":35,"\u5982\u679c\u8fd0\u884c":32,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[65,71],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":52,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":35,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":48,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":48,"\u5982\u679clearning_rate\u592a\u5927":32,"\u5982\u679clearning_rate\u592a\u5c0f":32,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":32,"\u5982\u679cparamet":19,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":47,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":32,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":47,"\u5982\u9ad8\u4eae\u90e8\u5206":51,"\u5b50":43,"\u5b50\u53e5":45,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":45,"\u5b57\u5178":72,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":72,"\u5b57\u5178\u5171\u5305\u542b":63,"\u5b57\u5178\u6587\u4ef6":[70,71],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":63,"\u5b57\u5178imdb":71,"\u5b57\u6bb5\u4e2d":59,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":59,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":59,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b58\u50a8\u5377":57,"\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":71,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":72,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":69,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":71,"\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u5b66\u4e60\u7b97\u6cd5":33,"\u5b66\u672f":68,"\u5b81\u6ce2":43,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":71,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":33,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":52,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":65,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":48,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":48,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":37,"\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":72,"\u5b83\u53eb\u505a":46,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":71,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":52,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":47,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":51,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":72,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":48,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":72,"\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":52,"\u5b83\u5b9a\u4e49\u4e86":46,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":33,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":46,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":52,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":72,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":65,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":72,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":48,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":43,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":43,"\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":52,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":72,"\u5b83\u7684":46,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":71,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":42,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":71,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":48,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":71,"\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":71,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":33,"\u5b83\u8fd4\u56degen":72,"\u5b83\u8fd4\u56detrain":72,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":71,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":48,"\u5b89\u6392":43,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":39,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":37,"\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":49,"\u5b89\u88c5\u5b8c\u6210\u540e":37,"\u5b89\u88c5\u6587\u6863":38,"\u5b89\u88c5\u6d41\u7a0b":67,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5paddlepaddl":67,"\u5b89\u88c5pillow":64,"\u5b89\u9759":43,"\u5b8c\u6210":47,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":25,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":45,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":59,"\u5b8c\u6210\u5f00\u53d1":35,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":42,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":38,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":32,"\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":48,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":46,"\u5b98\u65b9\u6587\u6863":34,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":45,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":45,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":70,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":64,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":33,"\u5b9a\u4e49\u5728\u5916\u5c42":45,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":54,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":33,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":46,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":46,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":71,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":33,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":46,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":46,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":38,"\u5b9e\u4f8b\u5982\u4e0b":70,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":43,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":48,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":46,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":48,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":48,"\u5b9e\u73b0\u7b80\u5355":27,"\u5b9e\u73b0\u7ec6\u8282":48,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":48,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":48,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":45,"\u5b9e\u73b0\u8be5\u5c42\u7684c":48,"\u5b9e\u9645\u4e0a\u53ea\u6709":65,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":68,"\u5ba2\u6237":43,"\u5ba2\u6237\u670d\u52a1":68,"\u5bb6":43,"\u5bb9\u5668":57,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":57,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":59,"\u5bbf\u4e3b\u673a\u662flinux":41,"\u5bbf\u4e3b\u673a\u7684c":[40,41],"\u5bbf\u4e3b\u673a\u76ee\u5f55":57,"\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":51,"\u5bf9":43,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[3,38],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[3,38],"\u5bf9\u4e8e":46,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":27,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":43,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":43,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":43,"\u5bf9\u4e8e\u53cc\u5c42rnn":43,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":27,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":43,"\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":48,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":72,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":43,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":43,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":69,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":28,"\u5bf9\u4e8e\u6bcf\u79cdc":28,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":67,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":46,"\u5bf9\u4e8eamazon":67,"\u5bf9\u4e8erasspberri":41,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":51,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":48,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":64,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":47,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":45,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":45,"\u5bf9\u5e94\u4e8e\u5b57\u5178":63,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":72,"\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":67,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":71,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":72,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":48,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":48,"\u5bf9\u6bd4":27,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":48,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":47,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":47,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":67,"\u5bf9\u8c61":32,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":69,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":28,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":45,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":31,"\u5bf9\u9762":43,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[3,38],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":28,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":32,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":32,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":32,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":32,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":32,"\u5c01\u88c5\u4e86":51,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":48,"\u5c06":[3,31,32,51,67],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\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":46,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":69,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":40,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":54,"\u5c06\u5176\u8bbe\u7f6e\u6210":32,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":43,"\u5c06\u542b\u6709\u5b50\u53e5":45,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":64,"\u5c06\u5728":64,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":52,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":57,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":43,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":54,"\u5c06\u5927\u91cf\u7684":27,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":32,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":46,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":63,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":64,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":31,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":48,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":69,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":47,"\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":59,"\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":72,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":59,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":59,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":63,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":59,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":67,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":52,"\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":43,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":47,"\u5c06\u900f\u660e":52,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":59,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":31,"\u5c11\u4e8e5":52,"\u5c1a\u53ef":43,"\u5c31":43,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":35,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":57,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":32,"\u5c31\u662f":43,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":33,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":51,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":67,"\u5c31\u8fd9\u4e48\u7b80\u5355":35,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":51,"\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":35,"\u5c3a\u5bf8":65,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":64,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":70,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":48,"\u5c42\u6743\u91cd":65,"\u5c42\u6b21\u5316\u7684rnn":45,"\u5c42\u7279\u5f81":65,"\u5c42\u7684\u540d\u79f0\u4e0e":46,"\u5c42\u7684\u5927\u5c0f":48,"\u5c42\u7684\u7279\u5f81":65,"\u5c42\u7684\u7c7b\u578b":48,"\u5c42\u7684\u8f93\u5165":70,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":70,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":46,"\u5c42\u7ec4\u6210\u4e00\u5bf9":70,"\u5c45\u7136":43,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":72,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":67,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":69,"\u5c5e\u6027":70,"\u5d4c\u5165\u5c42":69,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":69,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":69,"\u5de5\u4f5c\u6a21\u5f0f":54,"\u5de5\u4f5c\u7a7a\u95f4":52,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":52,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":52,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":52,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":52,"\u5de5\u5177":71,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":71,"\u5de5\u5177\u6765\u7ba1\u7406":47,"\u5de5\u5177\u94fe\u7684android":40,"\u5de5\u7a0b\u5e08":68,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":65,"\u5de6\u8fb9\u662f":65,"\u5dee\u8bc4":67,"\u5df2\u6253\u5f00":47,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":54,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":52,"\u5e02\u573a":68,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":51,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":69,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":45,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":45,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":42,"\u5e38\u5e38\u51fa\u73b0":32,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":67,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":57,"\u5e72\u51c0":43,"\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":63,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":64,"\u5e74\u9f84":68,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":68,"\u5e74\u9f84\u548c\u804c\u4e1a":69,"\u5e76\u4e0d\u4fdd\u8bc1":48,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":43,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":59,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":43,"\u5e76\u4e14":[3,46],"\u5e76\u4e14\u4f7f\u7528":28,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":43,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":72,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":56,"\u5e76\u4e14\u5305\u62ecunit":47,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":65,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":32,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":33,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":59,"\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":67,"\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":65,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":69,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":72,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":38,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":25,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":25,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":32,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":71,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":47,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":27,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":47,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":72,"\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":52,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":48,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":32,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":70,"\u5e76\u4f7f\u7528\u4e86dropout":67,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":64,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":47,"\u5e76\u521b\u5efaoptim":38,"\u5e76\u5220\u9664":31,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":48,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":46,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":35,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":48,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":48,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":46,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":72,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":72,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":33,"\u5e76\u5c06c":28,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":72,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":71,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6307\u5b9abatch":72,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":71,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":27,"\u5e76\u7531":70,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":64,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":63,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[40,41],"\u5e76\u88ab\u53cd\u5411\u5904\u7406":70,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u89c2\u5bdf\u7ed3\u679c":51,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":47,"\u5e76\u8bbe\u7f6e":[37,52],"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":38,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":31,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":67,"\u5e8a\u4e0a\u7528\u54c1":43,"\u5e8a\u57ab":43,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":42,"\u5e8f\u5217\u5230\u5e8f\u5217":72,"\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":45,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":42,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":45,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":45,"\u5e8f\u5217\u7684\u5f00\u59cb":72,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":42,"\u5e8f\u5217\u7684\u7ed3\u5c3e":72,"\u5e8f\u5217\u7684\u7ed3\u675f":72,"\u5e93":52,"\u5e93\u7684\u8def\u5f84":52,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":46,"\u5e94\u7528\u6a21\u578b":67,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":47,"\u5e94\u8be5":43,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":46,"\u5e94\u8be5\u8bf4\u8c22\u8c22":47,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":32,"\u5e95\u5c42\u8fdb\u7a0b":52,"\u5efa\u7acb\u4e00\u4e2a":47,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae":[31,47],"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":52,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":54,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":28,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":47,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":35,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":31,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":49,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":31,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":31,"\u5f00\u53d1\u955c\u50cf":[35,47],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":35,"\u5f00\u59cb":33,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f00\u59cb\u6807\u8bb0":46,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":67,"\u5f00\u59cb\u9636\u6bb5":51,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":53,"\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":71,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":46,"\u5f15\u7528":52,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":45,"\u5f3a\u70c8\u63a8\u8350":43,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":69,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":46,"\u5f53":56,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":71,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":48,"\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":72,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":72,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":46,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":48,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":43,"\u5f53\u524d\u8bc4\u4f30\u4e2d":72,"\u5f53\u524dbatch\u7684cost":72,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":67,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":67,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":31,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":54,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":54,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":57,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":59,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":54,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":67,"\u5f53\u6a21\u5f0f\u4e3a":54,"\u5f53\u7136":51,"\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":48,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":46,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":54,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":56,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":72,"\u5f53classif":72,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":25,"\u5f62\u6210recurr":45,"\u5f62\u6210recurrent\u8fde\u63a5":45,"\u5f62\u72b6":65,"\u5f88":[43,67],"\u5f88\u591a":43,"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":35,"\u5f88\u5b89\u9759":43,"\u5f88\u5e72\u51c0":43,"\u5f88\u65b9\u4fbf":43,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":51,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":64,"\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":68,"\u5f97":43,"\u5f97\u4f7f\u7528":27,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":67,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":69,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":45,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":46,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":46,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":46,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":46,"\u5faa\u73af\u7f51\u7edc\u4ece":46,"\u5fc5\u8981":28,"\u5fc5\u987b":48,"\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":43,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":45,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":42,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":46,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":40,"\u5fc5\u987b\u914d\u7f6e\u4e3a":41,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":71,"\u5feb":[43,71],"\u5feb\u901f\u5165\u95e8":66,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":57,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":57,"\u6027\u4ef7\u6bd4":43,"\u6027\u522b":[68,69],"\u6027\u80fd\u5206\u6790":51,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":51,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":51,"\u6027\u80fd\u8c03\u4f18":53,"\u603b\u4f53\u6765\u8bf4":43,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":63,"\u603b\u8bc4\u520610\u5206":71,"\u6050\u6016\u7247":68,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":51,"\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":51,"\u60a8\u53ef\u4ee5\u5bfc\u5165":51,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":51,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":46,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":51,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":51,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":51,"\u60a8\u9700\u8981\u66f4\u6539":35,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":51,"\u60ac\u7591\u7247":68,"\u60c5\u6001\u52a8\u8bcd":70,"\u60c5\u611f\u5206\u6790":[31,66],"\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":71,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":71,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":71,"\u60ca\u9669\u7535\u5f71":68,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":71,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":46,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":54,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":54,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":54,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":54,"\u611f\u89c9":43,"\u620f\u5267":68,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":59,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":48,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":51,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":28,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":38,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":69,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":48,"\u6211\u4eec\u4ec5\u7528":69,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":58,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":59,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":67,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":72,"\u6211\u4eec\u4f1a\u5728":35,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":48,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":48,"\u6211\u4eec\u4f7f\u7528":[48,52,71],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":38,"\u6211\u4eec\u4f7f\u7528\u4e86":43,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":72,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":71,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":72,"\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":70,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":72,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":65,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":56,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":33,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":33,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":64,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":38,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":71,"\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":71,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":58,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":43,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":67,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":47,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":64,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":38,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":46,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":38,"\u6211\u4eec\u53ef\u4ee5\u5728":47,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":38,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":38,"\u6211\u4eec\u53ef\u4ee5\u5c06":52,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":42,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":69,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":33,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":71,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":45,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":72,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":72,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":72,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":64,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":59,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":72,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":46,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":72,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":72,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":67,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":46,"\u6211\u4eec\u5c06":[59,69],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":43,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":58,"\u6211\u4eec\u5c06\u4ee5":[52,67],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":67,"\u6211\u4eec\u5c06\u4f7f\u7528":46,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":46,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":64,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":43,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":67,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":53,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":67,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":52,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":69,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":52,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":64,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":67,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":67,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":47,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":33,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":46,"\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":33,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":64,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":48,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":48,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":67,"\u6211\u4eec\u611f\u8c22":72,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":35,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":35,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":34,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":36,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":71,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":71,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":49,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":65,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":35,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":71,"\u6211\u4eec\u63d0\u4f9b\u4e86c":65,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":35,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":25,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":43,"\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":46,"\u6211\u4eec\u7528":68,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":69,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":69,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":33,"\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":63,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":47,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":70,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":43,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":43,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":71,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":47,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":42,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":25,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":58,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":46,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":43,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":52,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":43,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":59,"\u6211\u4eec\u9075\u5faa":72,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":70,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":67,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":35,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":64,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":72,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":58,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":52,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":48,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":69,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":71,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":69,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":63,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":69,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":38,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":71,"\u6211\u5220\u9664\u4e86":47,"\u6216":[3,51,64,70],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"\u6216\u4e00\u4e2a\u5411\u91cf":45,"\u6216\u4e0d\u786e\u5b9a":68,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":69,"\u6216\u6700\u5927\u503c":42,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u7b2c\u4e00\u4e2a":42,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":42,"\u6216\u8005":[27,28,32,35,37,42,43,51],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[42,45],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":51,"\u6216\u8005\u53cd\u5411\u5730\u4ece":46,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":54,"\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":19,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":53,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":43,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":42,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":71,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":51,"\u6216\u8005\u66f4\u65e9":32,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":43,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":65,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":32,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[40,41],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":32,"\u6216\u8005\u8fd0\u884c":32,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":56,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":35,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":54,"\u6216gpu\u4e2a\u6570":71,"\u6218\u4e89\u7247":68,"\u623f":43,"\u623f\u95f4":43,"\u6240\u4ee5":[3,32],"\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":71,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":32,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":33,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":58,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":43,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":35,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":57,"\u6240\u4ee5\u5bf9":43,"\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":33,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":51,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":58,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":59,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":49,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":43,"\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":33,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":25,"\u6240\u4ee5\u8bad\u7ec3":52,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":48,"\u6240\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":41,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":43,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":28,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":47,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":54,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":71,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":52,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":52,"\u6240\u6709\u67b6\u6784":40,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":71,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":35,"\u6240\u6709\u7684":[47,48],"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":68,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":48,"\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":43,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":68,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":68,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":68,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":48,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":48,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":28,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":48,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":52,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":46,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":67,"\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":65,"\u6240\u793a":70,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":40,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u624b\u5de5\u827a\u8005":68,"\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":43,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":35,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":51,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":69,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":34,"\u6253\u5f00":51,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":49,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":28,"\u6267\u884c":[37,70,71],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":71,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[40,41],"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":46,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[40,41],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":51,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":65,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":57,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":69,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":70,"\u6279\u6b21\u7684\u6570\u636e":69,"\u627e\u5230":46,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":51,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":51,"\u6280\u672f\u5458":68,"\u628a":[20,48],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":71,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":35,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":58,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":71,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":46,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":46,"\u62a5\u9519":37,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":63,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":63,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":72,"\u62c6\u89e3":45,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":43,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":59,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":67,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":35,"\u6307\u5411\u4e00\u4e2alayer":45,"\u6307\u5b9a":[32,45,46],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":54,"\u6307\u5b9a\u4f7f\u75282":32,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":67,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":54,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":65,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":65,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":65,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":65,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":67,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":72,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":67,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":45,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":67,"\u6307\u5b9abatch":72,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":54,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":43,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":54,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":54,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":54,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":54,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":54,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":54,"\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":54,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":70,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":70,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":54,"\u6309\u7167":41,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":59,"\u6309\u94ae":47,"\u633a":43,"\u633a\u597d":43,"\u6355\u83b7":67,"\u6362":43,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":42,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":38,"\u63a5\u4e0a\u5747\u65b9\u8bef\u5dee\u5c42":38,"\u63a5\u4e0b\u6765":[67,71],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":51,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":51,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":47,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":47,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":67,"\u63a5\u4e0b\u6765\u7b49\u5f85":47,"\u63a5\u53d7":70,"\u63a5\u53d7\u7684\u4e1c\u897f":70,"\u63a5\u53d7\u8005":70,"\u63a5\u53e3":[27,28],"\u63a5\u53e3\u540d\u79f0":52,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":28,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":65,"\u63a5\u53e3\u662f":20,"\u63a5\u53e3\u6709\u4e00\u4e2a":32,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":67,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":65,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":65,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":25,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":35,"\u63a7\u5236":54,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":33,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":35,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":35,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":35,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":48,"\u63a8\u8350":43,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":34,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":52,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":47,"\u63a8\u9500\u5458":68,"\u63cf\u8ff0":34,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":67,"\u63cf\u8ff0\u95ee\u9898":47,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":57,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":49,"\u63d0\u4ea4pull":47,"\u63d0\u4f9b":52,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":25,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":59,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":52,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":52,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":52,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":25,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":42,"\u63d0\u4f9b\u6700\u65b0":35,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":25,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":52,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":63,"\u63d0\u793a":32,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":38,"\u64cd\u4f5c":43,"\u64cd\u6301\u5bb6\u52a1\u8005":68,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":37,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[44,45],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":25,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":40,"\u652f\u6301nvidia":37,"\u652f\u6301rbd":57,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":59,"\u653e\u5fc3":43,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":43,"\u6548\u679c\u603b\u7ed3":67,"\u6559\u7a0b\u6587\u6863\u5230":52,"\u6559\u80b2\u5de5\u4f5c\u8005":68,"\u6570":[45,70],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":45,"\u6570\u636e":[25,72],"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":64,"\u6570\u636e\u4e2d0":32,"\u6570\u636e\u5217\u8868":65,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":63,"\u6570\u636e\u5c42":[33,69],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":52,"\u6570\u636e\u63d0\u4f9b\u5668":53,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":69,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":69,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":52,"\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\u8f93\u5165":45,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":25,"\u6570\u636e\u96c6":68,"\u6570\u636e\u96c6\u63cf\u8ff0":69,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":72,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":67,"\u6570\u636e\u9884\u6d4b":70,"\u6570\u6910\u5b9a\u4e49":71,"\u6570\u6910\u8bf4\u660e\u6587\u6863":71,"\u6570\u6910\u96c6\u548c":71,"\u6570\u76ee":56,"\u6574\u4f53":43,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":43,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":59,"\u6574\u6570":48,"\u6574\u6570\u6807\u7b7e":[3,38],"\u6574\u6d01":43,"\u6587\u4e66\u5de5\u4f5c":68,"\u6587\u4ef6":[27,47,58,70],"\u6587\u4ef6\u4e2d":[59,65,68,70],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":65,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":65,"\u6587\u4ef6\u4e2d\u7684":65,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":72,"\u6587\u4ef6\u4e3a":[32,72],"\u6587\u4ef6\u4e4b\u5916":47,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":65,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":25,"\u6587\u4ef6\u5185\u5bb9\u4e3a":27,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":69,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u540d\u79f0\u4e3a":69,"\u6587\u4ef6\u59390":59,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":72,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":25,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":69,"\u6587\u4ef6\u7684\u6539\u53d8":47,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":69,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":64,"\u6587\u4ef6\u7d22\u5f15":52,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":67,"\u6587\u4ef6model":56,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":35,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":67,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":67,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":67,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":69,"\u6587\u672c\u6295\u5f71\u5c42":69,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":71,"\u6587\u6863":32,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":35,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":70,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":49,"\u6587\u7ae0":59,"\u65b0":43,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":48,"\u65b0\u624b\u5165\u95e8":62,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":31,"\u65b9\u4fbf":43,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":34,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":35,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":31,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":25,"\u65b9\u5f0f1":32,"\u65b9\u5f0f2":32,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":70,"\u65b9\u6cd5\u4e00":56,"\u65b9\u6cd5\u4e09":56,"\u65b9\u6cd5\u4e8c":56,"\u65c1\u8fb9":43,"\u65c5\u6e38\u7f51\u7ad9":71,"\u65e0":43,"\u65e0\u4e1a\u4eba\u58eb":68,"\u65e0\u5ef6\u8fdf":54,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":27,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65e0\u9ed8\u8ba4\u503c":[40,41],"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":71,"\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":72,"\u65e9\u9910":43,"\u65f6":[19,32,42,46,48,54,59],"\u65f6\u5019":43,"\u65f6\u52a0\u4e0a":71,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":67,"\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":72,"\u65f6\u88ab\u8bad\u7ec3\u7684":48,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":56,"\u65f6\u95f4":43,"\u65f6\u95f4\u6233":68,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":68,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":43,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":48,"\u662f":[25,34,43],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":48,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":51,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":51,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":70,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":42,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":27,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":51,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":56,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":33,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":28,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":72,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":71,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":48,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":45,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[3,38],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":45,"\u662f\u4e00\u7ec4":57,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":58,"\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":70,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":33,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":32,"\u662f\u504f\u5dee":46,"\u662f\u5176\u5927\u5c0f":33,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":72,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":28,"\u662f\u5411\u91cf":48,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":45,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":34,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":54,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":48,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":40,"\u662f\u5426\u4f7f\u7528gpu":69,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":72,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[40,41],"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":34,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":54,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":34,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":34,"\u662f\u5426\u5f00\u542frdma":34,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":54,"\u662f\u5426\u652f\u6301gpu":34,"\u662f\u5426\u663e\u793a":54,"\u662f\u5426\u7a00\u758f":48,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":34,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":34,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":34,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":34,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":34,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":54,"\u662f\u56e0\u4e3ac99\u652f\u6301":27,"\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":70,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":46,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":33,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":48,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":48,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":25,"\u662f\u5e8f\u5217":69,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":42,"\u662f\u6211\u4eec":47,"\u662f\u6307":28,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":43,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":43,"\u662f\u6570\u636e\u8f93\u5165":46,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":69,"\u662f\u6709\u610f\u4e49\u7684":43,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":46,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":33,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":70,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":72,"\u662f\u7528\u6237\u4f7f\u7528c":28,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":72,"\u662f\u77e9\u9635":48,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":33,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":64,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":48,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":48,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":48,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":48,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":48,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":48,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":48,"\u662f\u8f93\u5165":46,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":65,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":51,"\u662fc":28,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":45,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":57,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":51,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":45,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":67,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":57,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":48,"\u662frnn\u72b6\u6001":46,"\u663e":67,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u665a":43,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":36,"\u6682\u4e0d\u8003\u8651\u5728\u5185":32,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":28,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":32,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":71,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":71,"\u66f4\u591a\u7684\u7f16\u8bd1\u914d\u7f6e\u89c1":41,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":45,"\u66f4\u5feb":46,"\u66f4\u65b0":32,"\u66f4\u65b0\u6a21\u5f0f":32,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":32,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":67,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":67,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":67,"\u66f4\u8fdb\u4e00\u6b65":45,"\u66f4\u9ad8":46,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":45,"\u6700":43,"\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":72,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":59,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,47,48,52,67,71],"\u6700\u540e\u4e00\u4e2a":42,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":38,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":33,"\u6700\u540e\u5220\u9664":31,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":48,"\u6700\u597d\u7684\u6a21\u578b\u662f":71,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":54,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":27,"\u6700\u65b0\u7684\u4ee3\u7801":47,"\u6700\u65b0log":71,"\u6700\u7ec8":48,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":45,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":38,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":35,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":45,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":33,"\u6708\u6e56":43,"\u6709":43,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":57,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[40,41],"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":72,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":69,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":48,"\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":48,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":32,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":68,"\u6709\u5173":43,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":40,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":38,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":59,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":71,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":52,"\u6709\u65f6\u79f0\u4e3a":71,"\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":51,"\u670d\u52a1":43,"\u670d\u52a1\u5458":43,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":72,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":71,"\u672a\u77e5\u8bcd":63,"\u672c\u4f8b\u4e2d\u4e3a0":63,"\u672c\u4f8b\u4e2d\u4e3a32":63,"\u672c\u4f8b\u4e2d\u4e3a4":63,"\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":43,"\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":67,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":67,"\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":67,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":67,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":31,"\u672c\u5730\u6d4b\u8bd5":53,"\u672c\u5730\u8bad\u7ec3":53,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":56,"\u672c\u5b9e\u4f8b\u4e2d":63,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":67,"\u672c\u5c42\u5c3a\u5bf8":65,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":65,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":65,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":70,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":46,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":71,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":65,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":43,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":33,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":43,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":43,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":57,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":59,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":63,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":57,"\u672c\u6587\u6863\u5c06\u4ee5linux":40,"\u672c\u6587\u6863\u63cf\u8ff0paddl":28,"\u672c\u6765":43,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":59,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":59,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":59,"\u672c\u6b21\u8bd5\u9a8c":67,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":43,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":43,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":71,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":72,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":72,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":72,"\u673a\u5668\u7684\u8bbe\u5907":56,"\u673a\u5668\u7ffb\u8bd1":[31,66],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":54,"\u6761\u4ef6\u4e0b":57,"\u6765":43,"\u6765\u4ee3\u66ff":47,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":48,"\u6765\u505ableu\u8bc4\u4f30":72,"\u6765\u505c\u6b62\u8bad\u7ec3":69,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":51,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":69,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":69,"\u6765\u521d\u59cb\u5316\u53c2\u6570":32,"\u6765\u5b89\u88c5":52,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":38,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":43,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":67,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":71,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[40,41],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":48,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":65,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":38,"\u6765\u6ce8\u518c\u8be5\u5c42":48,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":56,"\u6765\u751f\u6210\u5e8f\u5217":72,"\u6765\u7684\u79d2\u6570":68,"\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":48,"\u6765\u8868\u793a":46,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":70,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":27,"\u6765\u8ba1\u7b97\u68af\u5ea6":48,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":43,"\u6765\u8bbe\u7f6e":32,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":3,"\u6765\u8c03\u6574":47,"\u6765\u8fd0\u884c":52,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":51,"\u6765\u8fd0\u884c\u955c\u50cf":35,"\u6765\u8fdb\u884c\u8ba8\u8bba":28,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":32,"\u676f\u5b50":43,"\u6784\u5efa":40,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":42,"\u6784\u9020":59,"\u6784\u9020paddl":5,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":71,"\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":43,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":53,"\u67e5\u770b":[47,67],"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":37,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":47,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":47,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":47,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":58,"\u6807\u51c6\u5dee\u4e3a":32,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":31,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":70,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":64,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":64,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":71,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":71,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":35,"\u6807\u7b7e\u6587\u4ef6":70,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":70,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":54,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":56,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":59,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":52,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":68,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":63,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":54,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":53,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":54,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":54,"\u6839\u636ecpu":35,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":58,"\u683c\u5f0f":54,"\u683c\u5f0f\u5982\u4e0b":67,"\u683c\u5f0f\u8bf4\u660e":63,"\u68af\u5ea6\u4f1a\u5c31\u5730":48,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":54,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":48,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":54,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":48,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":48,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u68d2":67,"\u697c\u5c42":43,"\u6a21\u5757":64,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u578b":70,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":32,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":71,"\u6a21\u578b\u5171\u5305\u542b1":63,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":70,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":64,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":67,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":70,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":72,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":52,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":72,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":46,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":46,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":46,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":63,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":46,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":69,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":67,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":33,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":38,"\u6a21\u578b\u8def\u5f84":[65,70],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":70,"\u6a21\u578b\u914d\u7f6e":1,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":27,"\u6a21\u578b\u91c7\u7528":63,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":43,"\u6b22\u8fce\u901a\u8fc7":47,"\u6b63\u6837\u672c":67,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":32,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":53,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":71,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":71,"\u6b64\u547d\u4ee4\u5c06\u5728your":40,"\u6b64\u5904":63,"\u6b64\u5904\u90fd\u4e3a2":43,"\u6b64\u5916":[40,47],"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":51,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":71,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":35,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":45,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":71,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":70,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":71,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":70,"\u6bcf\u4e00\u4e2a":31,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":67,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":43,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":43,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":69,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":52,"\u6bcf\u4e00\u4e2akey\u7531":69,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":43,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":71,"\u6bcf\u4e2a":[52,70],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u6bcf\u4e2a\u5355\u5c42rnn":45,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":72,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":43,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":46,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":46,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":43,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":64,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":72,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":72,"\u6bcf\u4e2a\u5c42\u5728\u5176":48,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":67,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":54,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":72,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":71,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":71,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":45,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":43,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":48,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":43,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":43,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":69,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":69,"\u6bcf\u4e2a\u72b6\u6001":45,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":64,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":64,"\u6bcf\u4e2a\u7ebf\u7a0b":54,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":54,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":72,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":54,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":71,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":71,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":48,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":48,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":72,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":47,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":67,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":67,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":59,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":68,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":54,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":56,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":72,"\u6bcf\u6279\u6b21":54,"\u6bcf\u6b21":35,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":47,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":47,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":71,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":72,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":67,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":63,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":65,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":63,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":48,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":72,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":54,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":54,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":54,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":54,"\u6bcf\u969410\u5206\u949f":19,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":67,"\u6bcfdot":54,"\u6bcflog":54,"\u6bcfsave":54,"\u6bcftest":54,"\u6bd4\u5982":[20,32,35,40,47,67],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":43,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":47,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[40,41],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":32,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":57,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":47,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6c34\u6e29":43,"\u6c49\u5ead":43,"\u6c60\u5316\u5c42":64,"\u6ca1":43,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":37,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":63,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8bbe\u7f6e":[40,41],"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":68,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":69,"\u6cd5\u8bed":72,"\u6ce8":19,"\u6ce8\u610f":[3,34,35,38,40,41,46,48,49,59,64],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":59,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":56,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":71,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":59,"\u6ce8\u91ca\u6389":71,"\u6cf3\u6c60":43,"\u6d41":43,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":47,"\u6d44":43,"\u6d4b\u8bd5":47,"\u6d4b\u8bd5\u6570\u636e":52,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":52,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":52,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":72,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":52,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":52,"\u6d4b\u8bd5\u6570\u6910\u96c6":71,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":54,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":47,"\u6d4b\u8bd5\u6837\u672c":52,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":71,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":56,"\u6d4b\u8bd5\u811a\u672c\u662f":70,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":71,"\u6d4b\u8bd5docker\u955c\u50cf":31,"\u6d4b\u8bd5model_list":53,"\u6d4b\u8bd5save_dir":53,"\u6d4f\u89c8\u4ee3\u7801":35,"\u6d6a\u6f2b\u7247":68,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":32,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":63,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":48,"\u6dd8\u5b9d\u7b49":71,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":70,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":39,"\u6df7\u5408":70,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":46,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":59,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":32,"\u6e29\u99a8":43,"\u6e90":72,"\u6e90\u4ee3\u7801":[35,67],"\u6e90\u4ee3\u7801\u683c\u5f0f":47,"\u6e90\u5b57\u5178":72,"\u6e90\u5e8f\u5217":46,"\u6e90\u7801":35,"\u6e90\u7801\u4e0edemo":58,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":49,"\u6e90\u7801\u7f16\u8bd1paddlepaddl":41,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":72,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":63,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":63,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":63,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":65,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":65,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":70,"\u6f14\u793a\u91c7\u7528":70,"\u6fc0\u6d3b":48,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":67,"\u6fc0\u6d3b\u65b9\u7a0b":48,"\u6fc0\u6d3b\u7684\u7c7b\u578b":48,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":43,"\u7136\u540e":[51,52,63,69],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":33,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":45,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":72,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":71,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":69,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":33,"\u7136\u540e\u5355\u51fb":47,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":59,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":65,"\u7136\u540e\u5728":72,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":43,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":35,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":72,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":32,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5b9a\u4e49":46,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":59,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":25,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":69,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":69,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":72,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":70,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":69,"\u7136\u540e\u6240\u6709\u7528":47,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":25,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":65,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":58,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":47,"\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":71,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":72,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":69,"\u7136\u540e\u70b9\u51fb":47,"\u7136\u540e\u7528\u5bc6\u7801":35,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":69,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":59,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":48,"\u7136\u540e\u89e3\u538b":72,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":72,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":69,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":69,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":59,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":59,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":32,"\u7136\u800c":[46,54],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":71,"\u7248\u672c":37,"\u7248\u672c\u5206\u652f":31,"\u7248\u672c\u53f7":31,"\u7248\u672c\u53f7rc":31,"\u7248\u672c\u5728":47,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":31,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":32,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":70,"\u7279\u5f81":69,"\u7279\u5f81\u56fe\u5747\u503c":65,"\u7279\u5f81\u56fe\u65b9\u5dee":65,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":65,"\u7279\u5f81\u6587\u4ef6":70,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":69,"\u72af\u7f6a\u7247":68,"\u72ec\u7acb\u5de5\u5177\u94fe":40,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":40,"\u73af\u5883\u53d8\u91cf":59,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":32,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":69,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":27,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":71,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":51,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u4ea7\u955c\u50cf":[35,47],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":35,"\u751f\u6210":59,"\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":49,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":46,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":72,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":72,"\u751f\u6210\u6587\u6863":27,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":35,"\u751f\u6210\u7684":20,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":59,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":32,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":72,"\u751f\u6210\u7684html\u7248\u672c\u7684c":35,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":69,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":48,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":47,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":69,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":35,"\u751f\u6210api\u6587\u6863":27,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":35,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":25,"\u7528":[25,68,69,70],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":67,"\u7528\u4e8e":52,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":71,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":48,"\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":56,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":54,"\u7528\u4e8e\u653e\u7f6e":52,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":63,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":54,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":71,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":46,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":64,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":52,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":52,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":46,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":43,"\u7528\u6237":52,"\u7528\u62371\u7684\u7279\u5f81":69,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a":41,"\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":45,"\u7528\u6237\u53ea\u9700\u6267\u884c":70,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":70,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":35,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":35,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":49,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":49,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":63,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":28,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":67,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":28,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":54,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":56,"\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":35,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":34,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":34,"\u7528\u6237\u53ef\u5c06":40,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":40,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80":41,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":40,"\u7528\u6237\u53ef\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f":40,"\u7528\u6237\u53ef\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":41,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":32,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":49,"\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":59,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":70,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":32,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":63,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":69,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":25,"\u7528\u6237\u7279\u5f81":69,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":70,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[40,41],"\u7528\u6237\u901a\u8fc7c":28,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":56,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[40,41],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":32,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[40,41],"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":49,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":69,"\u7528\u6237id":68,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":68,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":48,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":33,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":69,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":69,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":33,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":59,"\u7531":45,"\u7531\u4e8e\u4e0a\u4e00\u6b65cmake\u914d\u7f6e\u4e2d":41,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":35,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":43,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":57,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":33,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":68,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":43,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":48,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":70,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":72,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":65,"\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":19,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":3,"\u7531\u4e8ec":27,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":25,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":33,"\u7531\u4e8estep":45,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":42,"\u7531grouplen":68,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":25,"\u7535\u5f711\u7684\u7279\u5f81":69,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":68,"\u7535\u5f71\u540d\u5b57\u6bb5":69,"\u7535\u5f71\u540d\u79f0":68,"\u7535\u5f71\u548c\u7528\u6237":69,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":69,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":68,"\u7535\u5f71\u7279\u5f81":69,"\u7535\u5f71\u7c7b\u578b":68,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":68,"\u7535\u5f71id":68,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":68,"\u7535\u8111":43,"\u767e\u4e07\u6570\u636e\u96c6":68,"\u7684":[43,47,52,58,59,67,71],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":45,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":33,"\u7684\u4e00\u79cd":72,"\u7684\u4e3a0":54,"\u7684\u4e3b\u8981\u90e8\u5206":70,"\u7684\u4efb\u4e00\u4e00\u79cd":32,"\u7684\u4efb\u52a1":72,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":42,"\u7684\u503c":[40,41],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":40,"\u7684\u504f\u7f6e\u5411\u91cf":48,"\u7684\u5185\u5b58":32,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":72,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":59,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":51,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":65,"\u7684\u522b\u540d":[6,7,9],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":69,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":54,"\u7684\u53d8\u6362\u77e9\u9635":48,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":71,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":46,"\u7684\u540e\u7f00":68,"\u7684\u5411\u91cf":48,"\u7684\u542f\u52a8\u53c2\u6570":59,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":59,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u7684\u5730\u5740":57,"\u7684\u5730\u65b9":47,"\u7684\u5747\u5300\u5206\u5e03":32,"\u7684\u5934\u6587\u4ef6":27,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":33,"\u7684\u5e73\u5747\u503c":42,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":43,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":47,"\u7684\u603b":52,"\u7684\u63a5\u53e3\u6837\u5f0f":27,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":47,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":67,"\u7684\u6570\u76ee\u4e00\u81f4":42,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":47,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":72,"\u7684\u65b9\u7a0b":48,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":37,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":32,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":43,"\u7684\u6700\u5c0f\u503c":54,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":47,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":46,"\u7684\u6837\u5f0f":47,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":45,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":70,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":47,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":27,"\u7684\u7248\u672c\u53f7":63,"\u7684\u7279\u5f81":65,"\u7684\u72b6\u6001":45,"\u7684\u7528\u6237\u53c2\u8003":52,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":69,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":33,"\u7684\u77e9\u9635":48,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":72,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":48,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":70,"\u7684\u7b2ci\u4e2a\u503c":48,"\u7684\u7b2cj\u4e2a\u503c":48,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":52,"\u7684\u7ed3\u6784\u5982\u4e0b":69,"\u7684\u7ef4\u5ea6":63,"\u7684\u7f29\u5199":25,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":72,"\u7684\u89c4\u8303":27,"\u7684\u89d2\u5ea6":20,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":67,"\u7684\u8bdd":32,"\u7684\u8def\u5f84\u4e2d":71,"\u7684\u8f93\u5165":45,"\u7684\u8f93\u51fa":51,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":51,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":46,"\u7684\u8f93\u51fa\u683c\u5f0f":43,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":46,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":68,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":47,"\u7684\u90e8\u5206":52,"\u7684\u914d\u7f6e":63,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":47,"\u7684docker\u955c\u50cf":35,"\u76ee\u524d":[45,70],"\u76ee\u524d\u4f7f\u7528":47,"\u76ee\u524d\u53ea\u652f\u6301":40,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\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\u5fc5\u987b\u8bbe\u7f6e\u6210":[40,41],"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":25,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":42,"\u76ee\u524d\u652f\u6301fail":54,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":54,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":45,"\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":49,"\u76ee\u5f55":[40,41,52,58,59,71],"\u76ee\u5f55\u4e0b":[28,48,67,72],"\u76ee\u5f55\u4e0b\u627e\u5230":67,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":40,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":32,"\u76ee\u5f55\u4e2d":[52,69],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[40,41],"\u76ee\u5f55\u4e2d\u7684":[51,52],"\u76ee\u5f55\u4e2dpaddl":59,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":70,"\u76ee\u5f55\u548c":[40,41],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":59,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":72,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":67,"\u76ee\u6807":72,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":70,"\u76ee\u6807\u5411\u91cf":46,"\u76ee\u6807\u5b57\u5178":72,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[40,41],"\u76ee\u6807\u67b6\u6784abi":40,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":32,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":33,"\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\u7f16\u8bd1raspberri":41,"\u76f4\u63a5\u8fd0\u884c":35,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":67,"\u76f8\u5173\u6587\u6863":41,"\u76f8\u5173\u6587\u6863\u6240\u8ff0":41,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":64,"\u76f8\u5173\u8bba\u6587":70,"\u76f8\u53cd":72,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":32,"\u76f8\u5bf9":43,"\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":67,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":70,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":70,"\u76f8\u5f53":43,"\u77e9\u9635":53,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":71,"\u7814\u7a76\u751f":68,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":47,"\u793a":67,"\u793a\u4f8b":[32,65],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":43,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":43,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":43,"\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":19,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":38,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":38,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":32,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":72,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":43,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":32,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":33,"\u79bb":43,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u79d1\u5b66\u5bb6":68,"\u79d1\u5e7b\u7247":68,"\u79f0\u4e3a":[46,47],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":35,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":35,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":42,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":54,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":48,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":59,"\u7a00\u758f\u768401\u5411\u91cf":[3,38],"\u7a00\u758f\u7684\u5411\u91cf":[3,38],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":56,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":59,"\u7a0b\u5e8f\u505c\u6b62":54,"\u7a0b\u5e8f\u5458":68,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":54,"\u7a20\u5bc6\u5411\u91cf":48,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":59,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[3,38],"\u7a97\u6237":43,"\u7acb\u523b\u9000\u51fa":32,"\u7aef\u53e3":52,"\u7aef\u53e3\u6570":52,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":52,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":32,"\u7b2c":43,"\u7b2c\u4e00\u4e2a":47,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":35,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":43,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u4e2atag\u4e3a":31,"\u7b2c\u4e00\u5929":43,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":35,"\u7b2c\u4e00\u7ae0\u8282":38,"\u7b2c\u4e00\u884c\u4ece":71,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":65,"\u7b2c\u4e00\u884c\u662f":63,"\u7b2c\u4e00\u884c\u7684":72,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":33,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":71,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":72,"\u7b2c\u4e09\u6b65":65,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":31,"\u7b2c\u4e8c":71,"\u7b2c\u4e8c\u4e2a\u4e3a":31,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":35,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":72,"\u7b2c\u4e8c\u6b65":[63,65],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":35,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":65,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":33,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":48,"\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":72,"\u7b49\u53c2\u6570":59,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":57,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":57,"\u7b49\u6587\u4ef6":28,"\u7b49\u7b49":[67,72],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":57,"\u7b80\u4ecb":50,"\u7b80\u5355\u6765\u8bf4":51,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":32,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":69,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":51,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":69,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":58,"\u7b80\u76f4":43,"\u7b97\u6cd5":[32,33,46,71],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":46,"\u7b97\u6cd5\u914d\u7f6e":71,"\u7ba1\u7406\u4eba\u5458":68,"\u7ba1\u7406\u5458":68,"\u7c7b\u4f3c":[28,42],"\u7c7b\u4f3c\u5730":70,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":48,"\u7c7b\u522b\u4e2a\u6570":64,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":53,"\u7c7b\u522bid":67,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":67,"\u7c7b\u540d\u548cc":27,"\u7c7b\u578b":[27,54,69],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":42,"\u7c7b\u578b\u662fsparse_binary_vector":[3,38],"\u7c7b\u578b\u662fsparse_float_vector":[3,38],"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":43,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":48,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":48,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":32,"\u7ea2\u697c\u68a6":63,"\u7eaa\u5f55\u7247":68,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":35,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":33,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":33,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":33,"\u7ebf\u7a0bid\u53f7":56,"\u7ec6\u8282\u63cf\u8ff0":55,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":32,"\u7ed3\u5408":57,"\u7ed3\u675f\u6807\u8bb0":46,"\u7ed3\u6784\u5982\u4e0b":71,"\u7ed3\u6784\u5982\u4e0b\u56fe":63,"\u7ed3\u679c\u4fdd\u5b58\u5728":70,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":71,"\u7ed3\u8bba":27,"\u7ed9":43,"\u7ed9\u4e2a\u7b80\u5355\u7684":47,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":64,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":64,"\u7ed9\u5b9a\u52a8\u8bcd":70,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":71,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":45,"\u7edf\u4e00\u7528":20,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":43,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":43,"\u7ef4\u5ea6\u4e3aword_dim":67,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":67,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":67,"\u7ef4\u62a4":57,"\u7ef4\u7a7a\u95f4":46,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":46,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":32,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":69,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":59,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":59,"\u7f16\u53f7":69,"\u7f16\u53f7\u4ece0\u5f00\u59cb":32,"\u7f16\u53f7\u5b57\u6bb5":69,"\u7f16\u7801\u5411\u91cf":46,"\u7f16\u7801\u5668\u8f93\u51fa":46,"\u7f16\u7801\u6e90\u5e8f\u5217":46,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":72,"\u7f16\u8bd1":[35,47],"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":41,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":40,"\u7f16\u8bd1\u5668":[40,41],"\u7f16\u8bd1\u5668\u6ca1\u6709":27,"\u7f16\u8bd1\u578b\u8bed\u8a00":27,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":49,"\u7f16\u8bd1\u5b8c\u6210\u540e":49,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":41,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":54,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":36,"\u7f16\u8bd1\u751f\u6210":49,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":31,"\u7f16\u8bd1\u9009\u9879":34,"\u7f16\u8bd1c":28,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1ubuntu\u7684deb\u5305":31,"\u7f16\u8f91":57,"\u7f29\u653e\u53c2\u6570":65,"\u7f51\u7edc":[70,71],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":57,"\u7f51\u7edc\u540d\u79f0":67,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":48,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":48,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":48,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":48,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":54,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":48,"\u7f51\u7edc\u63a5\u53e3\u5361":52,"\u7f51\u7edc\u6a21\u5757":65,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":70,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":71,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":69,"\u7f51\u7edc\u901a\u4fe1":48,"\u7f51\u7edc\u914d\u7f6e":[52,67,71],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[65,70],"\u800c":[33,46,58,69],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":71,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":28,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":27,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":52,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":32,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":43,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":71,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":28,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":72,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":25,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":54,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":51,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":51,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":56,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":43,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":65,"\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":71,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":43,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":43,"\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":43,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":51,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":32,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":28,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":51,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":53,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":71,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":46,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":38,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":56,"\u800c\u7cfb\u7edf\u4e2d\u7684":32,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":43,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":43,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":47,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":34,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":45,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":27,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":38,"\u800cweight":64,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":38,"\u804c\u4e1a":68,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":68,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":45,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":45,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":67,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":45,"\u80fd\u83b7\u53d6":52,"\u811a\u672c":[52,64,69],"\u811a\u672c\u4fdd\u5b58\u5728":64,"\u811a\u672c\u5f00\u59cb\u65f6":59,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":71,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":71,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":64,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":47,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":52,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":45,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81ea\u52a8\u751f\u6210":49,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":46,"\u81ea\u5e95\u5411\u4e0a\u6cd5":67,"\u81ea\u6b64":40,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":56,"\u81ea\u7531\u804c\u4e1a\u8005":68,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":28,"\u81f3\u6b64":[3,43,47],"\u8212\u9002":43,"\u826f\u597d\u7684\u6587\u6863":27,"\u827a\u672f\u5bb6":68,"\u8282\u70b9\u4e2d\u7684":52,"\u82e5":48,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[40,41],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":42,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":51,"\u82e5\u6709\u5fc5\u8981":48,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":40,"\u82e5\u73af\u5883\u53d8\u91cf":[40,41],"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":42,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":42,"\u82f1\u6587\u6587\u6863":49,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":49,"\u82f1\u8bed":72,"\u8303\u56f4":56,"\u83b7\u53d6":47,"\u83b7\u53d6\u5229\u7528":67,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":71,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":67,"\u83b7\u53d6\u901a\u8fc7":71,"\u83b7\u53d6trainer":59,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":48,"\u867d\u7136":33,"\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":52,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":53,"\u884c":63,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":65,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":68,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":35,"\u8865\u5145\u4e0a\u6b21\u7684commit":47,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":48,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":48,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":57,"\u8868\u793a\u4e3adeviceid":56,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":52,"\u8868\u793a\u5973\u6027":68,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":43,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":52,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":52,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":72,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":68,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":67,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":71,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":71,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":71,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":59,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":67,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":67,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":59,"\u88ab":47,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"\u88ab\u653e\u5728":48,"\u88ab\u79f0\u4e3a":46,"\u897f\u90e8\u7247":68,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":69,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":72,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":51,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":59,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":52,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":64,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":69,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":42,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":45,"\u8981\u8c03\u7528":48,"\u89e3\u51b3\u529e\u6cd5\u662f":32,"\u89e3\u51b3\u65b9\u6848\u662f":32,"\u89e3\u538b":72,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":69,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":69,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":59,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":46,"\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":46,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":72,"\u89e3\u91ca":67,"\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":46,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":48,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":33,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":46,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":48,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":48,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":46,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":48,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":48,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":33,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":48,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":48,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":48,"\u8ba1\u7b97\u8f93\u51fa":48,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":67,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":69,"\u8ba9paddle\u6838\u5fc3\u4e2d":28,"\u8bad\u7ec3":[53,71],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u4f5c\u4e1a":52,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":64,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":70,"\u8bad\u7ec3\u540e":70,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":31,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":52,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":51,"\u8bad\u7ec3\u5b8c\u6210\u540e":33,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":72,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":32,"\u8bad\u7ec3\u6570\u6910\u96c6":71,"\u8bad\u7ec3\u65f6":59,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":67,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":71,"\u8bad\u7ec3\u6a21\u578b\u540e":46,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":31,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":72,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":70,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":59,"\u8bad\u7ec3\u811a\u672c":67,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":67,"\u8bad\u7ec3\u81f3\u591a":69,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":59,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":32,"\u8bad\u7ec3\u8f6e\u6b21":67,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":32,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":53,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":54,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":54,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":54,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":71,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":71,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":71,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":64,"\u8bad\u7ec3dot_period":53,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":31,"\u8bb0\u5fc6\u6a21\u5757":46,"\u8bba\u6587":65,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":52,"\u8bbe\u4e3a\u672c\u5730":52,"\u8bbe\u7f6e":28,"\u8bbe\u7f6e\u4e3a":[41,48],"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":54,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":54,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":72,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":72,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":71,"\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":32,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[32,50,69],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":71,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":71,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":71,"\u8bbe\u7f6e\u6210":32,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":32,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":70,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":71,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":71,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":71,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":72,"\u8bbe\u7f6e\u7c7b\u522b\u6570":71,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[70,71],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":71,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":48,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":71,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":56,"\u8bbe\u7f6ebatch":71,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":72,"\u8bbe\u7f6egpu":54,"\u8bbe\u7f6epass":71,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":72,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":59,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":33,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":67,"\u8bc4\u5206":[68,69],"\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":69,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":68,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":47,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":47,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":47,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":47,"\u8bc6\u522b\u6570\u5b57":31,"\u8bcd\u5411\u91cf":[31,63],"\u8bcd\u5411\u91cf\u6a21\u578b":66,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":63,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":63,"\u8bcd\u9891\u6700\u9ad8\u7684":72,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":51,"\u8be5":[52,70],"\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":54,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":54,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":54,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":54,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":54,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":54,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":54,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":54,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":54,"\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":48,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":67,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":54,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":48,"\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":34,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":68,"\u8be5\u6570\u636e\u96c6":63,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":68,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":68,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":54,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":69,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":65,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":69,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":64,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":67,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":72,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":33,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":46,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":69,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":69,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":69,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":33,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":48,"\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u7cfb\u7edfglibc\u652f\u63012":41,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":69,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":65,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":64,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":48,"\u8be5github\u4ed3\u5e93\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u9884\u7f16\u8bd1\u597d\u7684":41,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":43,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":52,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":67,"\u8be6\u7ec6\u53ef\u53c2\u8003":47,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":65,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":32,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":67,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":34,"\u8be6\u7ec6\u89c1":42,"\u8be6\u7ec6\u8bbe\u8ba1":25,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[66,70],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":31,"\u8bed\u8a00\u6a21\u578b":63,"\u8bf4\u660e":[19,34,59],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":47,"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":69,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":48,"\u8bf7\u4fdd\u8bc1travi":47,"\u8bf7\u5148\u4f7f\u7528":[40,41],"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":49,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":56,"\u8bf7\u53c2\u8003":[3,28,32,38,43,48,49,67],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":67,"\u8bf7\u53c2\u8003\u9875\u9762":69,"\u8bf7\u53c2\u8003layer\u6587\u6863":64,"\u8bf7\u53c2\u89c1":47,"\u8bf7\u53c2\u9605":46,"\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":70,"\u8bf7\u5728\u8be5pull":47,"\u8bf7\u5b89\u88c5cuda":37,"\u8bf7\u5c06with_doc\u9009\u9879\u5173\u95ed":49,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":47,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":47,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":35,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":54,"\u8bf7\u67e5\u770b":63,"\u8bf7\u6ce8\u610f":[35,46,58,63],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":47,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":47,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":56,"\u8bf7\u786e\u4fdd":47,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":47,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":47,"\u8bf7\u8bb0\u4f4f":52,"\u8bf7\u8fd0\u884c":35,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":47,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":32,"\u8bf7\u9075\u5b88":47,"\u8bf7\u91c7\u7528":47,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":56,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":33,"\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":59,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":59,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":59,"\u8c03\u7528":[48,64],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":33,"\u8c03\u7528\u65b9\u6cd5\u89c1c":40,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":48,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":70,"\u8d1f\u6837\u672c":67,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":71,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":71,"\u8d21\u732e\u6587\u6863":49,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":57,"\u8d77":43,"\u8def\u5f84\u4e0b":[33,65],"\u8df3\u8f6c\u5230":47,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":64,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8f6c\u6362\u8fc7\u6765\u7684":65,"\u8f6e":69,"\u8f83":43,"\u8f93\u5165":[42,46],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":45,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":45,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":64,"\u8f93\u5165\u5c42\u5c3a\u5bf8":65,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":43,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":43,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":43,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":56,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":71,"\u8f93\u5165\u6587\u672c":63,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":63,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":48,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":48,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":65,"\u8f93\u5165\u7684":63,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":72,"\u8f93\u5165\u7684\u540d\u5b57":48,"\u8f93\u5165\u7684\u5927\u5c0f":48,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":63,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":63,"\u8f93\u5165\u7684\u7c7b\u578b":48,"\u8f93\u5165\u95e8":71,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":71,"\u8f93\u5165n\u4e2a\u5355\u8bcd":67,"\u8f93\u51fa":[42,46],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":67,"\u8f93\u51fa\u51fd\u6570":46,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":42,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":45,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":69,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":63,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":71,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":71,"\u8f93\u51fa\u67092\u5217":63,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":65,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":63,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":63,"\u8f93\u51fa\u7684\u68af\u5ea6":54,"\u8f93\u51fa\u76ee\u5f55":65,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":58,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":43,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":32,"\u8fd0":35,"\u8fd0\u884c":37,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":69,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":72,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":35,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":63,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":63,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":33,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":35,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":52,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[32,50,67],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":35,"\u8fd0\u884c\u5931\u8d25":56,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":63,"\u8fd0\u884c\u5b8c\u6210\u540e":52,"\u8fd0\u884c\u5b8c\u811a\u672c":71,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":63,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":71,"\u8fd0\u884c\u65e5\u5fd7":52,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":59,"\u8fd1":43,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":72,"\u8fd4\u56de":[8,9,10,13,15],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":70,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":69,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":[3,38],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":31,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":48,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,13,15],"\u8fd8\u4f1a":43,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":40,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":47,"\u8fd8\u662f":43,"\u8fd8\u662f\u4ece":20,"\u8fd8\u6709":43,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":71,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":70,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":64,"\u8fd9":[32,43,67],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":51,"\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":45,"\u8fd9\u4e09\u4e2a\u5206\u652f":31,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":67,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":52,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":64,"\u8fd9\u4e24\u4e2a\u6807\u51c6":70,"\u8fd9\u4e2a":[43,57],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":32,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":32,"\u8fd9\u4e2a\u51fd\u6570\u7684":46,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":43,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":46,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":28,"\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":72,"\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":59,"\u8fd9\u4e2a\u57fa\u7c7b":48,"\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":71,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":45,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":27,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":43,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":72,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":27,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":67,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":72,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":28,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":43,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":35,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":48,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":48,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":70,"\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":57,"\u8fd9\u4e2a\u8868\u683c":57,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":45,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":33,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":47,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":63,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":57,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":72,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":35,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":46,"\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\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":59,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":45,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":32,"\u8fd9\u4e9b":52,"\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":20,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":59,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":69,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":48,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":32,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":32,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":65,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":65,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":65,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":70,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":43,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":48,"\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":33,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":47,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":47,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":48,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":72,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":43,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":34,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":47,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":47,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":43,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":70,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":43,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":70,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":46,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":27,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":72,"\u8fd9\u5df2\u7ecf\u5728":71,"\u8fd9\u610f\u5473\u7740":46,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":33,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":56,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":32,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":71,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":42,"\u8fd9\u662f\u56e0\u4e3a":27,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":64,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":47,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":43,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":32,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":72,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":72,"\u8fd9\u6837":[28,33,52],"\u8fd9\u6837\u4fdd\u8bc1":31,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":32,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":56,"\u8fd9\u6837\u5bb9\u5668\u7684":59,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":69,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":25,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":35,"\u8fd9\u6837\u5f53\u8be5pull":47,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":48,"\u8fd9\u6837\u7684\u8bdd":58,"\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":69,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":51,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":33,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":48,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":32,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":48,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":56,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":46,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":45,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":59,"\u8fd9\u7bc7\u6587\u6863":47,"\u8fd9\u7bc7\u6587\u6863\u5c06\u4ee5linux":41,"\u8fd9\u7bc7\u6587\u7ae0":72,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":43,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":46,"\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":[32,35,46,47,57,59,65,70],"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":35,"\u8fd9\u91cc\u4ee5":67,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":33,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":33,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":71,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":43,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":32,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":33,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":72,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":67,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":38,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":33,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":69,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":64,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":64,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":69,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":48,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":35,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":59,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":67,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":33,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":72,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":72,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":52,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":72,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":72,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":72,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":64,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":67,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":57,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":72,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":72,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":72,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":67,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":47,"\u8fdb\u5165":71,"\u8fdb\u5165\u5bb9\u5668":58,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":35,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":59,"\u8fdb\u7a0b\u7684":52,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":59,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":59,"\u8fdb\u7a0b\u9700\u8981\u7684":59,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":31,"\u8fdb\u884c\u4e86":43,"\u8fdb\u884c\u4f7f\u7528":64,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":59,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":59,"\u8fdb\u884c\u56de\u590d":47,"\u8fdb\u884c\u5f00\u53d1":47,"\u8fdb\u884c\u62c6\u89e3":43,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":48,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":33,"\u8fdb\u884c\u9884\u6d4b":67,"\u8fdb\u9636\u6307\u5357":[38,62],"\u8fde\u63a5":45,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":71,"\u9000\u4f11\u4eba\u5458":68,"\u9000\u51fa\u5bb9\u5668":58,"\u9002\u4e2d":43,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":35,"\u9009":43,"\u9009\u62e9":43,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":67,"\u9009\u62e9\u76ee\u6807\u5206\u652f":47,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":54,"\u9009\u62e9\u8fc7\u540e\u7684":72,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":57,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":68,"\u9009\u9879":[34,63],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":25,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":53,"\u901a\u5e38":[28,52,71],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":59,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":56,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":32,"\u901a\u5e38\u540d\u5b57\u662f":47,"\u901a\u5e38\u60c5\u51b5\u4e0b":51,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":58,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":57,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":46,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":48,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":43,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":56,"\u901a\u7528":53,"\u901a\u77e5":43,"\u901a\u8fc7":[32,43,47,48,52,67],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":45,"\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f\u6765\u7f16\u8bd1":41,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":64,"\u901a\u8fc7\u4f7f\u7528":34,"\u901a\u8fc7\u51fd\u6570":59,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":64,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":32,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":45,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":45,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":47,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":71,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":67,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":28,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":38,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":48,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":67,"\u901a\u8fc7data":45,"\u901a\u8fc7volum":57,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":25,"\u903b\u8f91\u56de\u5f52":67,"\u9053\u6b49":43,"\u9069":43,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":47,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":31,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":68,"\u9075\u5faa\u6587\u7ae0":63,"\u90a3\u4e48":[28,45,48],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":45,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":32,"\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":32,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":32,"\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":32,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":33,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":46,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":46,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":32,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":32,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":49,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":32,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":32,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":32,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":56,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":51,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":51,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":32,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":51,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":51,"\u90ae\u7f16":68,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":57,"\u90fd":43,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":54,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":33,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":43,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":42,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":43,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":27,"\u90fd\u7528":47,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":47,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":48,"\u914d\u7f6e":71,"\u914d\u7f6e\u4e86\u7f51\u7edc":69,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":64,"\u914d\u7f6e\u5982\u4e0b":63,"\u914d\u7f6e\u6253\u5f00":51,"\u914d\u7f6e\u6587\u4ef6":67,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":48,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":63,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":25,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":52,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":46,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":48,"\u914d\u7f6eapi":42,"\u9152\u5e97":43,"\u91c7\u6837\u5c42":69,"\u91c7\u7528":70,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":70,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":54,"\u91c7\u7528multi":32,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":58,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":37,"\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":65,"\u91cc\u7684\u65e5\u5fd7":52,"\u91cc\u9762\u6db5\u76d6\u4e86":35,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":35,"\u91cd\u547d\u540d\u6210":27,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":51,"\u9488\u5bf9\u4e0d\u540c\u5e73\u53f0\u7684\u7f16\u8bd1\u5de5\u5177":41,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":58,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":32,"\u9488\u5bf9\u6587\u672c":69,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":34,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":27,"\u94fe\u63a5\u5f85\u8865\u5145":67,"\u9500\u552e":68,"\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":67,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":32,"\u955c\u50cf\u91cc\u6709":58,"\u957f\u5ea6":32,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":46,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":46,"\u95ee\u9898":33,"\u95f4\u9694":67,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":54,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":54,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":43,"\u9664\u53bbdata\u5c42":67,"\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":63,"\u9664\u96f6\u7b49\u95ee\u9898":32,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":47,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":70,"\u968f\u673a\u6570\u7684\u79cd\u5b50":54,"\u968f\u673a\u6570seed":53,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":33,"\u9694\u5f00":65,"\u96c6":68,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":72,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":72,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":54,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":58,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":52,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":52,"\u96c6\u7fa4\u5de5\u4f5c":52,"\u96c6\u7fa4\u6d4b\u8bd5":53,"\u96c6\u7fa4\u8bad\u7ec3":53,"\u96c6\u7fa4\u8fdb\u7a0b":52,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":52,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":52,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":52,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":51,"\u9700\u8981":20,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":59,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":47,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":57,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":25,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":47,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":59,"\u9700\u8981\u5728":52,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":58,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":49,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":28,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":65,"\u9700\u8981\u5bf9":57,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":32,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":71,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":31,"\u9700\u8981\u5f15\u7528":28,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":43,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":38,"\u9700\u8981\u660e\u786e\u6307\u5b9a":54,"\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":57,"\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":59,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[31,54,69],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":48,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":43,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":40,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":28,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":45,"\u975e\u5e38\u6570":48,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":48,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":40,"\u97f3\u4e50\u5267":68,"\u987a\u5e8f":43,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":69,"\u9884\u5904\u7406\u811a\u672c":71,"\u9884\u5b9a\u4e49\u7f51\u7edc":71,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":71,"\u9884\u63d0\u4ea4\u94a9\u5b50":47,"\u9884\u6d4b\u540e":70,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":71,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":65,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":69,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":67,"\u9884\u6d4b\u811a\u672c\u662f":70,"\u9884\u6d4bid":67,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":71,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":63,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":63,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":65,"\u989d\u5916\u7684\u53c2\u6570":67,"\u9996\u5148":[3,33,43,46,48,63,65,67,70,71],"\u9996\u5148\u4e0b\u8f7dcifar":64,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":34,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":47,"\u9996\u5148\u5b89\u88c5paddlepaddl":71,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":48,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":48,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":72,"\u9996\u5148\u901a\u8fc7":47,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":38,"\u9a71\u52a8":49,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":68,"\u9ad8\u4eae\u90e8\u5206":43,"\u9ad8\u53ef\u7528":57,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":46,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":32,"\u9ed1\u8272\u7535\u5f71":68,"\u9ed8\u8ba4":[3,54,72],"\u9ed8\u8ba4256k":25,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":67,"\u9ed8\u8ba4\u4e0d\u663e\u793a":54,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":45,"\u9ed8\u8ba4\u4e3a0":[54,56],"\u9ed8\u8ba4\u4e3a1":[3,56],"\u9ed8\u8ba4\u4e3a100":56,"\u9ed8\u8ba4\u4e3a4096mb":54,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":69,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":45,"\u9ed8\u8ba4\u4e3anull":54,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":54,"\u9ed8\u8ba4\u503c":[34,42,56],"\u9ed8\u8ba4\u503c\u4e3a":[40,41],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":45,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[32,52,71],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":71,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":43,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":71,"\u9ed8\u8ba4\u7684":58,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":56,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[40,41],"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":52,"adamax\u7b49":67,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":67,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":40,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":40,"api\u4e2d\u4f7f\u7528":27,"api\u5bf9\u6bd4\u4ecb\u7ecd":44,"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":[25,57],"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":28,"api\u6587\u6863":40,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":49,"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\u6765\u9884\u6d4b":40,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":28,"api\u7684\u5934\u6587\u4ef6":[40,41],"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\u7ea7\u522b":40,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":40,"api\u7ea7\u522b\u4e3a21":40,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":28,"app\u4e2d":40,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":32,"atlas\u7684\u8def\u5f84":34,"avx\u7684\u955c\u50cf":35,"awselasticblockstore\u7b49":57,"batch\u4e2d\u5305\u542b":32,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":54,"batches\u6b21":54,"bin\u548c\u8bc4\u5206\u6587\u4ef6":69,"blas\u7684\u8def\u5f84":34,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":35,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":31,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":35,"book\u7684":38,"book\u7684docker\u955c\u50cf":35,"bool\u578b\u53c2\u6570":3,"boolean":[9,26,27],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":31,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":31,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":35,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":35,"byte":[25,32],"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":72,"case":[9,28,30,51],"char":22,"class":[6,7,8,9,11,12,13,15,16,27,32,48,71],"cmake\u4e2d\u5c06":51,"cmake\u53c2\u6570\u5982\u4e0b":41,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":40,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":32,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":[40,41],"cmake\u7f16\u8bd1\u65f6":34,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[40,41],"cmake\u914d\u7f6e\u4e2d\u5c06":51,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[40,41],"conf\u4f5c\u4e3a\u914d\u7f6e":72,"const":[22,29,48],"container\u4e2d":58,"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\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":38,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":32,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":56,"count\u548cgpu":56,"cpu\u7248\u672c":37,"cuda\u5e73\u53f0":37,"cuda\u5e93":54,"cudnn\u5e93":[34,54],"dat\u4e2d":69,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":59,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":43,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":43,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,67],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":32,"deb\u5305":31,"deb\u5305\u7f16\u8bd1\u95ee\u9898":31,"deb\u5b89\u88c5\u5305":37,"decay\u5219\u4e3a0":64,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":45,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":45,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":45,"decoer\u67b6\u6784":45,"default":[7,8,9,10,12,13,15,16,17,56,58,59,71],"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":69,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":72,"docker\u5b58\u5728\u95ee\u9898":35,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":49,"docker\u7684\u5b98\u7f51":49,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":35,"dockerfile\u4f4d\u4e8epaddlepaddl":35,"dockers\u8bbe\u7f6e":35,"dropout\u7684\u6bd4\u4f8b":48,"elec\u6d4b\u8bd5\u96c6":67,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":67,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":43,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":45,"encoder\u8f93\u51fa":45,"entropy\u4f5c\u4e3acost":32,"enum":22,"evaluator\u7684\u503c\u4f4e\u4e8e0":72,"export":[9,32,35,37,64],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[3,38],"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":56,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":56,"final":10,"float":[3,7,8,9,11,13,33,51,65],"float\u7b49":56,"function":[9,10,11,13,16,18,21,22,23,24,29,30,46,71],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":72,"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":47,"github\u9996\u9875":47,"golang\u53ef\u4ee5\u4f7f\u7528":27,"golang\u7684":27,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":34,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":51,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":35,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":50,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":54,"gpu\u7248\u672c":37,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":70,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":32,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":71,"group\u6559\u7a0b":44,"gru\u6216lstm":46,"gru\u6a21\u578b":67,"gru\u6a21\u578b\u914d\u7f6e":67,"h\u5e76\u4e0d\u56f0\u96be":27,"hot\u7a20\u5bc6\u5411\u91cf":69,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":49,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[3,38],"id\u4e3a0\u7684\u6982\u7387":67,"id\u4e3a1\u7684\u6982\u7387":67,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":54,"id\u6307\u5b9a\u7684gpu":56,"id\u65e0\u6548":54,"image\u91cc":58,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"imdb\u6570\u636e\u96c6\u5305\u542b25":71,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":71,"imdb\u7684\u6570\u6910\u96c6":71,"import":[3,5,8,9,16,32,33,38,49,63,64,65,71,72],"include\u4e0b\u9700\u8981\u5305\u542bcbla":34,"include\u4e0b\u9700\u8981\u5305\u542bmkl":34,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":25,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[3,7,8,9,10,13,21,22,24,27,28,30,43,48,56,70],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":27,"issue\u7f16\u53f7":47,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":57,"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":57,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":59,"job\u7684\u540d\u5b57":59,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":59,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":50,"kubernetes\u5355\u673a\u8bad\u7ec3":50,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":57,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":59,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":59,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":57,"kubernetes\u652f\u6301\u591a\u79cdvolum":57,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":58,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":57,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":43,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":43,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":42,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":45,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":38,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":48,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":34,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":34,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":34,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":34,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":31,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":56,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":56,"long":[9,10,13],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":71,"lstm\u6a21\u578b":67,"lstm\u6a21\u578b\u914d\u7f6e":67,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":71,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":45,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":46,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":46,"memory\u53ea\u80fd\u5728":45,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":43,"memory\u6307\u5411\u4e00\u4e2alay":45,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":46,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":43,"memory\u7684":46,"memory\u7684\u521d\u59cb\u72b6\u6001":45,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":43,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":45,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":46,"memory\u7684i":45,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":45,"mkl\u7684\u8def\u5f84":34,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":34,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":72,"mode\u7684python\u51fd\u6570":72,"model\u505a\u5206\u652f\u7ba1\u7406":31,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":69,"name\u662f\u4f53\u88c1":69,"name\u662f\u5e74\u9f84":69,"name\u662f\u6027\u522b":69,"name\u662f\u7535\u5f71\u540d":69,"name\u662f\u804c\u4e1a":69,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":59,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":40,"new":[9,13,17,18,21,22,23,30,47,48],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":57,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":72,"noavx\u7248\u672c":37,"normalization\u5c42":65,"normalization\u5c42\u7684\u53c2\u6570":65,"note\u7684\u4e66\u5199":31,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":35,"null":[9,48,54],"num_gradient_servers\u53c2\u6570":59,"openblas\u7684\u8def\u5f84":34,"out\u4e0b\u5305\u542b":64,"out\u7684\u6587\u4ef6\u5939":64,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":43,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":59,"packages\u91cc\u9762":32,"packages\u91cc\u9762\u7684python\u5305":32,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":34,"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":72,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":43,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":32,"paddle\u4f7f\u7528git":31,"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":31,"paddle\u66ff\u6362\u6210":35,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":31,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":31,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":31,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":58,"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":58,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":35,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":28,"paddle\u955c\u50cf":58,"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":[42,45],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":71,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":43,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":38,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[40,41],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":38,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":67,"paddlepaddle\u4f7f\u7528\u5747\u503c0":32,"paddlepaddle\u4f7f\u7528avx":32,"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":33,"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":35,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":34,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":67,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":43,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":48,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":43,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[3,38],"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":67,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":33,"paddlepaddle\u5c06\u6839\u636e":40,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":33,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[40,41],"paddlepaddle\u5c06train":3,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":35,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":33,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":37,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":36,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":38,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":34,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":33,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":32,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":32,"paddlepaddle\u6587\u6863\u4f7f\u7528":49,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":49,"paddlepaddle\u662f\u4e00\u4e2a\u6700\u65e9\u7531\u767e\u5ea6\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u5171\u540c\u7814\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":0,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":[33,38],"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":35,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":32,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":32,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":40,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":49,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":49,"paddlepaddle\u7684\u6e90\u7801":47,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":36,"paddlepaddle\u7684bas":48,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":40,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":41,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":41,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":40,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":36,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":43,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":35,"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":32,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":40,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684andoid":40,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":67,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":45,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":45,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":59,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":35,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":54,"pass\u5230":72,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":54,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":54,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":54,"passes\u8f6e":54,"patch\u53f7":31,"patch\u53f7\u52a0\u4e00":31,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":56,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":54,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":54,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":54,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":54,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":71,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":71,"period\u6574\u9664":54,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":54,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":25,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":25,"pfsserver\u63d0\u4f9brest":25,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":41,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":41,"pi\u5e73\u53f0\u4f7f\u7528\u7684c":41,"pi\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":41,"pi\u7248\u672c\u7684\u5e93":41,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":41,"pi\u7cfb\u7edf":41,"pi\u7cfb\u7edf\u4e0a":41,"pi\u7cfb\u7edf\u7684\u7248\u672c":41,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":57,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":57,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":64,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":67,"prod\u7684\u751f\u4ea7\u955c\u50cf":35,"public":[13,48,58,71],"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":[2,4,32,67,69],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":32,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":33,"python\u5305":49,"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":48,"query\u6539\u5199":72,"rate\u4e3a0":72,"rate\u4e3a5":72,"rate\u88ab\u8bbe\u7f6e\u4e3a0":64,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":59,"release\u9875\u9762":31,"repo\u7684\u6839\u76ee\u5f55":35,"request\u524d":47,"request\u7684":47,"request\u88ab\u5408\u5e76\u540e":47,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":68,"resnet\u6a21\u578b":66,"return":[3,7,9,10,12,13,15,16,20,22,24,33,38,43,46,48,59,65],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":43,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":43,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":45,"rnn\u6a21\u578b":67,"rnn\u76f8\u5173\u6a21\u578b":50,"rnn\u914d\u7f6e":44,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"search\u7684\u65b9\u6cd5":54,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":43,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":45,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":54,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"sh\u6765\u8bad\u7ec3\u6a21\u578b":64,"sh\u6765\u8fdb\u884c\u6784\u5efa":49,"sh\u8c03\u7528\u4e86":65,"short":[9,10],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":32,"size\u4e3a1":72,"size\u4e3a50":72,"size\u4e3a512":54,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":32,"size\u5927\u5c0f\u4e3a128":71,"size\u662f3":72,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":32,"size\u7684\u503c":3,"softmax\u5c42":63,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":48,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":32,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":70,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":35,"ssh\u8fdb\u5165\u5bb9\u5668":35,"static":[22,28],"step\u51fd\u6570\u4e2d\u7684memori":45,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":45,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":42,"super":48,"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":35,"tag\u4e3a":31,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":72,"tests\u7684paddlepaddl":47,"tflops\u4e86":51,"toolchain\u76ee\u5f55\u751f\u6210\u4e00\u5957\u7f16\u8bd1\u5de5\u5177\u94fe":40,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":38,"true":[7,8,9,10,12,13,15,16,30,32,43,46,48,56,59,65,69,70,71,72],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"try":[11,17,18,21,22,30,32],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":28,"type\u662fon":69,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":31,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":36,"ubuntu\u90e8\u7f72paddlepaddl":36,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":54,"utf8\u7f16\u7801":63,"uts\u7b49linux":57,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":34,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":71,"vocab\u505a\u4e3a\u5b57\u5178":71,"void":[22,27,28,48],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":57,"w0\u548c":65,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":65,"while":[7,13,29,30,59,72],"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":46,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":43,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":43,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":38,"x\u548cwindow":[35,40],"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":35,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":38,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":59,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":59,"zero\u4e09\u79cd\u64cd\u4f5c":54,AGE:58,AWS:[20,57,60,61],And:[8,9,11,13,24,30],But:[9,10,13,32],EOS:9,For:[5,8,9,11,13,16,21,22,23,24,29,30,37,51],IDs:13,NFS:57,Not:[16,18],One:[8,10,15],PFS:25,QoS:58,TLS:[16,25],That:[9,13,30],The:[3,6,7,8,9,10,11,13,15,16,17,18,21,23,24,26,28,30,48,59,67,70,72],Their:[9,18],Then:9,There:[8,9,13,15,16,18,22,24,26,29],These:8,Use:[8,13,16,26,30],Used:10,Using:[18,71],Will:[13,15],With:[9,10],YES:24,Yes:35,___embedding_0__:59,___embedding_1__:59,__file__:24,__init__:48,__main__:[5,65],__meta__:69,__mse_cost_0__:59,__name__:[5,65],__rnn_step__:46,_binari:17,_librari:17,_link:10,_proj:9,_recurrent_group:46,_res2_1_branch1_bn:65,_source_language_embed:[46,63],_target_language_embed:[46,63],_test:17,aaaaa:20,abc:9,abl:[9,16],about:[9,10,24,26,70,72],abov:[3,8,9,16,17,18,21,51],abs:10,acceler:19,accept:[7,13,16,30,70],access:[9,10,16,21,24],accord:[8,9,22],accordingli:[8,9],accrod:10,accumul:[18,22],accuraci:8,acl:71,aclimdb:71,across:[9,13],act:[9,10,32,33,38,43,46],act_typ:67,activ:[10,14,38,46,67],activi:10,actual:9,adadelta:[32,67],adagrad:67,adam:[16,22,67,71],adamoptim:[63,67,71,72],adapt:[8,11],add:[9,10,13,17,32,47],add_depend:17,add_execut:17,add_input:48,add_test:[17,48],add_to:9,add_unittest_without_exec:48,addbia:48,added:[8,47],addit:[9,10],address:[18,22],addrow:48,addtolay:9,adversari:30,affect:9,afford:21,afi:3,aforement:17,after:[9,13,21,22,26,29,47],again:[16,18],age:[13,59,69],agg_level:[9,42,43],aggregatelevel:[42,43],ago:17,aircraft:72,airplan:64,aistat:9,alex:[9,71],alexnet_pass1:56,alexnet_pass2:56,algo_hrnn_demo:43,algorithm:[9,11,21,63,71,72],align:[9,10,13,72],all:[3,7,8,9,11,16,18,22,24,26,28,45,59,70,71],alloc:[7,22,24],allow:[16,22],allow_only_one_model_on_one_gpu:[53,54,56],almost:10,alreadi:[18,32,37],also:[9,10,13,16,17,23,29,30,51,67],alwai:[9,10,15,30,59],amazon:58,ambigu:30,amd64:57,amend:47,analysi:[70,71],android:40,android_abi:40,android_arm_neon:40,android_native_api_level:40,android_standalone_toolchain:40,androideabi:40,ani:[9,10,13,16,17,18,22,24,30],annot:70,annual:70,anoth:[9,16,24],anroid_arm_mod:40,anyth:[13,30,70],api:[9,13,15,16,17,22,23,24,25,29,31,51,59,62,71],api_shar:17,api_test:17,api_trainer_config:69,api_trainer_config_helpers_data_sourc:69,api_trainer_config_helpers_lay:[46,67],api_trainer_config_helpers_layers_context_project:69,api_trainer_config_helpers_layers_cos_sim:69,api_trainer_config_helpers_layers_data_lay:69,api_trainer_config_helpers_layers_embedding_lay:69,api_trainer_config_helpers_layers_fc_lay:69,api_trainer_config_helpers_layers_pooling_lay:69,apiserv:57,apivers:[57,58,59],apo:72,append:[3,15,30,43,46,59],append_gradient_machin:15,appleyard:51,appli:[9,10],applic:[51,58],approach:[9,29,67],apt:[37,64],arbitrari:9,arch:40,architectur:72,archiv:[13,27,28],arg:[3,8,10,13,32,33,59,64,65,67,70,71],arg_nam:9,argpars:59,args_ext:59,argument:[3,9,13,21,29,59,70],argumentpars:59,argv:65,arm64:40,arm:[40,41],arm_soft_fp_abi:40,armeabi:40,around:[3,9],arrai:[5,7,9,13,15,22,30,38,65],articl:47,arxiv:[9,10,71],as_row_vector:9,ask:18,assert:5,assign:[8,9,21],associ:[29,70],assum:[8,9],astyp:30,asyc:18,async:[18,53],async_count:[53,54],async_lagged_grad_discard_ratio:54,async_lagged_ratio_default:[53,54],async_lagged_ratio_min:[53,54],asynchron:18,atla:34,atlas_root:34,attenion:10,attent:[9,10,72],attr1:9,attr2:9,attr:[7,9,10,46],attribut:[9,10,14],auc:53,author:[25,57],authorized_kei:52,auto:[27,48,51],automat:[9,16,22,72],automaticli:9,automobil:64,avail:[18,22],averag:[8,9,12,21,70],average_test_period:[53,54,70],averagepool:9,avg:[42,51,67],avgcost:[67,69,71,72],avgpool:[9,67],avoid:[18,29,51],avx:35,await:58,awar:[16,18],aws:25,azur:57,b2t:63,b363:58,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:58,back:18,background:8,background_id:8,backward:[6,9,10,22,29,48],backward_first:46,backwardactiv:48,baidu:58,balasubramanyan:71,bank:70,bardward:10,bare:[57,58],barrierstatset:51,base:[8,9,12,13,16,21],baseactiv:10,baseev:15,basematrix:48,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[35,47,49,58,59],basic:[9,15],batch:[9,10,11,13,15,16,18,20,33,38,52,58,59,64,65,67,69,71,72],batch_0:65,batch_id:[15,38],batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,30],batch_siz:[13,32,33,38,52,63,64,67,69,71,72],batchsiz:[9,48],bazel:17,bbbbb:20,bbox:8,bcd:9,bcebo:13,bcm2708:41,beam:[9,46,72],beam_gen:[9,46],beam_search:[15,45,46],beam_siz:[9,46,53,54,56],beamsiz:72,becaus:[8,9,13,16,17,18,22,29,30,43],been:[21,70],befor:[9,10,18,26,29,30,32],begin:[8,9,22,26],beginiter:[15,16],beginn:46,beginpass:[15,16],begintrain:16,being:[18,30],belong:9,below:[9,13,18,22,29,30],benefit:[10,24],bengio:9,bertolami:71,besid:[9,13],best:[9,69],best_model_path:70,besteffort:58,beta1:11,beta2:11,beta:65,better:[9,10,17],between:[8,9,11,17,18,22,28,29,72],bgr:65,bi_gru:10,bi_lstm:10,bia:[9,10,11,48,65],bias:9,bias_attr:[9,10,32,33,43,46],bias_param:32,bias_param_attr:10,biases_:48,biasparameter_:48,biassiz:48,bidi:58,bidirect:[9,10,70,71],bidirectional_lstm_net:71,bigger:18,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:51,bin:[35,37,52,57,58,59,69],binari:[8,9,13,17,24],bird:64,bitext:72,blank:9,bleu:72,block:[9,19,22],block_i:9,block_x:9,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:71,book:[13,46],bool:[7,8,9,10,12,13,48,54,56,71],boot:[9,45,46],boot_bia:9,boot_bias_active_typ:9,boot_lay:[43,46],boot_with_const_id:9,bos_id:[9,46],both:[6,7,9,10,16,17,18],bottom:67,boundri:8,branch:[9,16,31,47],brendan:71,brief:22,broadcast:18,broken:47,browser:35,bryan:71,buf_siz:13,buffer:[13,30],buffer_s:13,buffered_read:30,bug:47,build:[9,13,17,24,35,40,41,47,59,60,61,72],build_dict:13,build_doc:49,built:[17,51],bunk:71,c11:27,c703c041:47,c99:28,cach:[32,70],cache_pass_in_mem:[3,32,70],cachetyp:[3,32,70],calc_batch_s:[3,70],calcul:[8,9,10,11,18,22],call:[8,9,10,16,21,22,23,24,51,59,67],callabl:[7,9,13],callback:48,calrnn:43,caltech:64,can:[7,8,9,10,13,16,18,21,24,29,30,51],can_over_batch_s:[3,70],candid:9,cannot:32,capi:27,capi_prvi:28,caption:72,card:52,care:[10,24,30],cat:[35,59,64,65,71],categori:[9,13,18],categorig:13,categoryfil:58,caus:[18,26],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:72,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10],ceph:[20,57],cephf:[20,24,25],certif:[16,25,57],cffi:27,cfg:58,cgo:27,chain:13,challeng:[9,18],chanc:16,chang:[9,13,17,21,24,29,30,47,71],channel:[9,51],check:[3,13,32,37,47,48,54],check_align:13,check_eq:48,check_fail_continu:3,check_l:48,check_sparse_distribution_batch:[53,54],check_sparse_distribution_in_pserv:[53,54],check_sparse_distribution_ratio:[53,54],check_sparse_distribution_unbalance_degre:[53,54],checkgrad:54,checkgrad_ep:54,checkout:47,checksum:25,chunk:[21,25],chunk_schem:8,chunktyp:8,cifar:64,cifar_vgg_model:64,claimnam:59,clang:[27,35,47],clarifi:8,class1:71,class2:71,class_dim:71,classic:9,classif:[9,67,71,72],classifi:65,classification_cost:[32,43,64,67],classification_error_evalu:[8,67,71,72],classification_evalu:8,clean:[17,29,32,47],clear:[8,17,29],clearer:29,client:[23,57],clip:[7,54,67],clock:9,clone:[9,35,41],close:[3,30,47],cloud:[18,24,25,26],cluster:[16,18,22,52,57,59],cluster_train:52,cmake:[28,32,34,40,41,47,49,51],cmake_build_typ:[40,41],cmake_c:[40,41],cmake_system_nam:[40,41],cmakelist:[17,48],cmatrix:[27,28],cna:9,cnn:[9,58,67],code:[3,5,9,13,16,17,29,30,35,48,58,69],coded_stream:32,codedinputstream:32,coeff:9,coeffici:9,collabor:18,collect:[9,13,15],collectbia:48,color:[64,65],colour:13,column:[8,9,30],column_evalu:8,com:[9,10,13,35,37,40,41,47,57,58,65],combin:[8,9,10,13,15],comma:22,command:[17,24,26,48,56,58,59,60,61],commandlin:[51,59],comment:[9,17,43,59],commit:58,common:[13,20],common_util:52,commonli:26,commun:[18,22,23],compil:[9,17,37,40,41],complet:[9,10,13,15,18,21,22,25,58,59],complex:[10,30],complic:9,compos:[13,16],composenotalign:13,compress:21,comput:[9,10,16,18,70,71],computation:9,conat:9,concat:[46,72],concaten:10,concept:[8,16,29],concern:16,concurr:18,condit:[9,21,58],conf:[5,9,32,43,52,59,63,65,72],conf_paddle_gradient_num:59,conf_paddle_n:59,conf_paddle_port:59,conf_paddle_ports_num:59,conf_paddle_ports_num_spars:59,config:[7,9,10,20,26,33,38,48,52,53,54,56,57,58,59,64,67,69,70,71,72],config_:54,config_arg:[53,54,56,65,67,70,71],config_bas:[8,9,15],config_fil:70,config_gener:[52,69],config_lay:48,config_len:22,config_pars:[5,48],config_proto:22,configprotostr:32,configur:[9,22,24,48,63,65,72],confirm:26,conflict:47,confront:72,conll05st:70,conll:[13,70],connect:[10,24,58,67],connectionist:[9,71],connor:71,consequ:[9,10],consid:[8,9,11],consider:10,consist:[8,9,13,21,30],construct:[8,16],consum:18,contact:18,contain:[3,8,9,10,12,13,15,16,21,29,58,59],content:[22,26],content_len:22,context:[3,9,10,13,46,57],context_attr:10,context_len:[9,10,67],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,67],continu:[8,18],contrast:9,control:[7,58,72],conv:10,conv_act:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_layer_attr:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:16,convent:22,convert:[3,5,13,20,30],convlay:9,convolut:[9,10,13],convoper:9,convtran:9,convtranslay:9,cool:47,coordin:[18,22],copi:[15,16,21,26,69],core:[7,28,29],corpora:72,corpu:[13,70],correct:9,correctli:[8,13],correspoind:16,correspond:16,corss_entropi:16,cos:9,cosin:9,cost:[11,15,16,33,38,69,71,72],cost_id:9,could:[9,13,15,16,21,29,30],couldn:37,count:[8,18,24,30,51,54,56,58,69,70,71,72],counter:[18,21],cours:[8,24],cpp:[27,28,29,32,43,48,51,59,67,69,72],cpu:[3,7,9,24,29,31,35,37,51,56,58,59,70],cpuinfo:35,cpusparsematrix:28,crash:[18,51],creat:[7,9,13,15,16,18,22,25,26,29,38,47,48,58,59],create_bias_paramet:48,create_input_paramet:48,createfromconfigproto:5,creator:[13,20],credenti:26,crf:70,critic:71,crlf:47,crop:65,crop_siz:65,cross:[9,32,40,41,67],cross_entropi:[9,16],cross_entropy_with_selfnorm:9,crt:[25,57],csc:48,cslm:72,csr:48,ctc:8,ctc_evalu:8,ctest:[35,47],ctrl:[52,69],ctx:70,ctx_0:70,ctx_0_slot:70,ctx_n1:70,ctx_n1_slot:70,ctx_n2:70,ctx_n2_slot:70,ctx_p1:70,ctx_p1_slot:70,ctx_p2:70,ctx_p2_slot:70,cub:64,cuda:[17,37,51,52,54],cuda_dir:[53,54],cuda_so:[32,35],cuda_visible_devic:32,cudaconfigurecal:51,cudadevicegetattribut:51,cudaeventcr:51,cudaeventcreatewithflag:51,cudafre:51,cudagetdevic:51,cudagetdevicecount:51,cudagetdeviceproperti:51,cudagetlasterror:51,cudahostalloc:51,cudalaunch:51,cudamalloc:51,cudamemcpi:51,cudaprofilerstart:51,cudaprofilerstop:51,cudaprofilestop:51,cudaruntimegetvers:51,cudasetdevic:51,cudasetupargu:51,cudastreamcr:51,cudastreamcreatewithflag:51,cudastreamsynchron:51,cudeviceget:51,cudevicegetattribut:51,cudevicegetcount:51,cudevicegetnam:51,cudevicetotalmem:51,cudnn:[9,12,17],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[53,54],cudnn_convt:9,cudnn_dir:[53,54],cudnnv5:34,cudrivergetvers:51,cuinit:51,cumul:9,curl:57,current:[3,9,18,22,29,57],current_word:46,currentcost:[67,69,71,72],currentev:[67,69,71,72],curv:16,custom:[16,24],custom_batch_read:30,cutoff:13,cxx_compil:[40,41],cxx_flags_minsizerel:[40,41],cycl:18,cyclic:9,cython:27,dalla:3,dan:70,dandroid_abi:40,dandroid_arm_mod:40,dandroid_arm_neon:40,dandroid_standalone_toolchain:40,darwin:57,dat:[13,20,52,69],data:[3,8,10,11,15,16,20,21,25,29,32,37,38,43,46,52,53,58,59,60,63,64,65,67,69,70,71,72],data_config:5,data_dir:[63,64,71,72],data_feed:13,data_fil:33,data_lay:[3,32,33,43,64,67,70],data_nam:13,data_read:[13,30],data_reader_creator_random_imag:30,data_typ:[13,38,46],databas:13,datacent:[20,26],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,32,33,52,59,67,69,70],dataprovider_:67,dataprovider_bow:67,dataprovider_emb:67,dataproviderconvert:5,datasci:9,dataset:[20,24,30,38,46,65,68,71,72],date:70,db_lstm:70,dcmake_install_prefix:[40,41],dcmake_system_nam:[40,41],dcudnn_root:34,dead:18,deb:[37,47],debug:26,decai:11,decar:13,decent:21,decid:[16,30],declar:9,decod:[9,10,45,46,72],decoder_boot:46,decoder_group_nam:46,decoder_input:46,decoder_mem:46,decoder_prev:10,decoder_s:46,decoder_st:[10,46],deconv:9,deconvolut:9,decor:[3,13],deep:[9,51,64,65],deer:64,def:[3,5,9,13,16,20,24,30,32,33,38,43,46,48,59,65,67,70],defalut:9,default_decor:59,default_devic:56,default_valu:56,defect:29,defin:[3,9,10,13,16,17,18,30,32,38,67],define_py_data_sources2:[3,32,33,64,65,67],defini:72,definit:[13,18,21,63],degre:9,delet:[18,24,25,47],delimit:[8,69],delv:9,demand:18,demo:[5,9,13,52,58,60,63,64,65,67,69,71,72],dens:[9,13,22,23,69],dense_arrai:13,dense_vector:[3,5,13,33,38],dense_vector_sequ:13,dep:17,depend:[17,18,24],deploi:9,deprec:9,deriv:[6,16],descent:[9,18],describ:[16,17,21,29,58],descript:[8,17,59],deseri:[15,29],design:[9,13,27],desir:[18,58],destin:[22,26],det_output:8,detail:[7,8,9,10,11,21,24,26],detect:47,detection_evalu:8,detection_output:8,determin:[9,13],dev:[32,35,47,64,72],develop:[17,29,31,47,72],deviat:7,devic:[7,29,32,35,56],deviceid:56,devid:9,dez:71,dict:[3,8,13,15,32,43,59,69,71,72],dict_dim:[32,43,71],dict_fil:[8,43,70],dict_siz:13,dictionari:[3,8,9,13,15,16,32,67,72],dictrionari:67,dictsiz:72,did:29,diff:47,differ:[8,9,17,18,22],difficult:8,digit:9,dim:[9,13,48,63,71],dimens:[6,9,12,13,32],dimes:9,dir:[40,52,59,65,69,70,71,72],direct:[9,10],directli:[10,23,24,29],directori:[9,17,20,25,26,47,51,58],disabl:32,discard:[13,18,21,47,54],discount:9,discov:18,discuss:[16,21,22,23],dispatch:29,displai:[24,26],disput:72,dist_train:[16,24],distanc:8,distinguish:17,distribut:[9,21,22,23,54,60,61],distribute_test:[53,54],disucss:16,divid:11,diy_beam_search_prob_so:[53,54],dmkl_root:34,do_forward_backward:30,doc:[5,10,13,35,49,59],doc_cn:49,docker:[31,32,35,47,58,59,60,61],docker_build:16,docker_push:16,dockerfil:[35,47,59],dockerhub:35,document:[10,25],documentari:3,doe:[10,18,21,22,24,29,30],doesn:[7,9,13,16,30],dog:[64,65],don:[10,16,17,30],done:[8,9,10,17,18,21,22,47,51,59],dot:72,dot_period:[54,56,59,64,69,71,72],dotmuloper:9,dotmulproject:9,doubl:54,down:51,download:[13,18,25,58],download_cifar:64,doxygen:47,dpkg:37,dpython_execut:32,dpython_include_dir:32,dpython_librari:32,drop_rat:7,dropout:7,dropout_r:9,drpi_arm_neon:41,drpi_toolchain:41,drwxr:58,dso_handl:37,dst:22,dtoh:51,dtype:[5,33,65],dubai:72,due:21,dummi:21,durat:21,dure:[3,9,18,21,24,72],dwith_c_api:[28,40,41],dwith_gpu:[34,41],dwith_profil:51,dwith_python:[28,41],dwith_swig_pi:[28,40,41],dwith_tim:51,dyld_library_path:9,dynam:[3,22,28,30],dynamic_cast:48,each:[3,8,9,12,13,15,17,18,21,22,24,29,30,69],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,30],easi:30,easier:[16,30],easili:[16,30],ec2:57,echo:[32,35,69,71],edit:8,edu:[13,58,64],effici:9,efg:9,either:[9,13,15,16],electron:58,elem_dim:9,element:[8,9,10,13,15,21,30],element_typ:22,elif:16,els:[9,16,24,35,43,48,65],emailweixu:17,emb1:43,emb2:43,emb:[32,43,58,67],emb_group:43,emb_sum:32,embed:[16,46,63,69,71],embedding_lay:[32,43,67],embedding_nam:[9,46],embedding_s:[9,46],empir:9,emplace_back:48,empti:[8,13,18,33],enabl:[7,9,17,21,51],enable_grad_shar:[53,54],enable_parallel_vector:54,enc_proj:[10,46],enc_seq:10,enc_vec:46,encapsul:22,encod:[10,21,43,72],encoded_proj:[10,46],encoded_sequ:[10,46],encoded_vector:46,encoder1:43,encoder1_expand:43,encoder1_rep:43,encoder2:43,encoder2_rep:43,encoder_last:9,encoder_s:46,end:[8,9,29,30,46,47,70,71],end_pass:16,enditer:[15,16,38],endpass:[15,16],endpoint:20,endtrain:16,engin:24,english:[9,72],ensembl:10,ensur:18,entir:[9,10,22],entiti:8,entri:[13,21,24],entropi:[9,67],entry_point:24,enumer:[6,32],enumerate_data_types_of_data_lay:13,env:[32,59],environ:[9,16,32,51,58],eol:47,eos_id:[9,46],epsilon:11,equal:[9,10,18,43],equat:[8,9,10,11],equival:[9,16],error:[7,8,9,11,16,21,26,32,54,67,69,71,72],error_clipping_threshold:7,especi:10,essenc:16,essenti:[9,16],estim:[9,16],eta:58,etc:[8,13,30,72],etcd:[18,21,22],etcd_addr:22,eth0:[52,59],eval:[8,67,69,71,72],eval_bleu:72,evalu:[9,14,15,51,52,69,71,72],evaluate_difficult:8,evaluate_pass:71,even:[16,30],evenli:22,event:[38,58],event_handl:[15,16,38],everi:[8,9,10,13,16,18,21,22],evid:29,exactli:[9,10],exampl:[8,9,10,11,13,15,24,26,29,30,65],exc_path:32,exceed:9,except:13,exchang:29,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exe:57,exec:35,execut:[17,18,21,24],exist:[16,18,26,30,71],exit:[22,26,58],expand:43,expand_a:[9,42,43],expand_lay:43,expand_level:[9,42],expandconvlay:9,expandlevel:42,expans:9,expect:9,expert:17,expir:18,explain:[8,18],explan:[9,24],explicit:48,explicitli:16,explor:9,exponenti:6,expos:23,express:16,extend:8,extent:28,extern:[17,27,28],external_librari:17,extra:[7,9,10],extra_lay:15,extraattr:[7,56],extraattribut:9,extraattributenon:9,extract:[8,9,29,63,65,70],extract_fea_c:65,extract_fea_pi:65,extralayerattribut:[7,10],extralayeroutput:10,extrem:9,f1205:32,f120da72:58,fa0wx:58,fabric:52,face:17,facotr:9,factor:[7,9,11],factori:27,fail:[18,21,32,37,54,58],failur:[18,22],fake_imag:30,falloc:25,fals:[7,8,9,10,11,13,30,32,33,38,43,46,48,56,58,63,67,70,71,72],false_label:30,false_read:30,faq:62,fast:[9,21,51],faster:[9,10,18],fault:21,fbd1f2bb71f4:58,fc1:[48,56],fc2:56,fc3:56,fc4:56,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[32,33,43,56,67,69],fc_layer_nam:10,fc_mat:15,fc_param:32,fc_param_attr:10,fclayer:48,fdata:[43,70],fea:65,fea_output:65,feat:71,featur:[3,6,9,13,47,65,69,70],feature_a:32,feature_b:32,feature_map:69,feed:[10,13,15,16,38],feeder:13,fernan:71,festiv:3,fetch:[13,18,32,47],few:[17,18,30],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,69],figur:[16,17,63,72],file1:72,file2:72,file:[3,8,9,13,15,16,17,18,20,21,22,24,25,26,28,30,47,65,68,71,72],file_list:3,file_nam:[33,43,65,67,70],filenam:[3,20,32,69],fileoffset:25,filer:9,filesystem:[24,25],fill:[9,18,21],filter:9,filter_s:[9,10],filter_size_i:9,find:[9,11,18,37],fine:[7,21],finish:[18,21,24,58],first:[9,13,16,18,21,24,26,67],first_seq:46,firstli:[8,9],firstn:13,firstseen:58,fit:13,fix:[7,27,47],flag:13,flexiabl:30,flexibl:[9,10,16,22],flight:72,float32:[5,13,30,33,65],floor:9,flow:31,folder:[20,24,26,72],follow:[8,9,10,11,13,16,17,18,21,24,30,60,61],forbid:16,force_load:27,forget:[11,16],fork:9,form:[9,10,11],format:[8,13,21,47,48],former:[16,17],formula:[9,10],formular:9,forward:[6,9,10,22,29,48],forwardactiv:48,forwardtest:5,found:9,four:8,frame:8,framework:16,free:13,french:72,frequenc:13,frequent:[21,30],frog:64,from:[3,5,8,9,10,13,15,17,18,20,21,22,26,29,30,32,33,35,45,51,58,63,64,67,69,70,71,72],from_no_sequ:[9,42],from_sequ:[9,42],fromfil:[30,33,65],fulfil:51,full:[9,18],full_matrix_project:[10,43,46],fulli:67,fullmatrixproject:9,fully_matrix_project:10,fullyconnectedlay:48,func:[3,13,21],further:9,futur:9,gain:9,gamma:65,gan:16,gangliao:17,gate:[9,10],gate_act:[9,10,43],gate_recurr:9,gather:[9,29],gauss:7,gcc:[27,35,40,41],gce:57,gcepersistentdisk:57,gdebi:37,gen:[9,72],gen_conf:72,gen_data:72,gen_result:72,gender:[13,59,69],gener:[3,8,9,10,13,15,16,17,18,20,21,22,30,51,56,59,63,72],generated_word_embed:9,generatedinput:[9,45,46],genr:[59,69],gereat:8,get:[3,8,9,10,13,15,17,21,22,24,25,37,48,58,64,69,70,71],get_batch_s:70,get_best_pass:71,get_config_arg:[56,71],get_data:[58,67,70],get_dict:13,get_embed:13,get_imdb:71,get_input_lay:48,get_model:65,get_movie_title_dict:13,get_output_layer_attr:10,get_sample_from_lin:32,get_shap:15,get_word_dict:13,getbatchs:48,getenv:[16,24,59],gethostbynam:59,gethostnam:59,getidmap:59,getinput:48,getinputgrad:48,getinputvalu:48,getoutputgrad:48,getoutputvalu:48,getparameterptr:48,getpodlist:59,getsiz:48,gettask:21,gettranspos:48,getw:48,getweight:48,getwgrad:48,gildea:70,gist:10,git:[31,32,35,41,47],github:[10,35,37,41,47,65],give:[3,18],given:[13,15,22,30],global:[7,16,17,18,29,51],global_learning_r:7,globalstat:51,globalstatinfo:51,globe:3,glusterf:57,gnueabihf:41,go_librari:17,go_test:17,gob:21,godoc:27,goe:[9,10,18],good:[9,30],goodfellow13:9,googl:[16,32,40],googleapi:57,gpu:[7,9,12,24,29,31,32,35,37,51,56,65,70,71,72],gpu_id:[32,54,56],gpugpu_id:53,grab:18,grad:[22,54],grad_share_block_num:[53,54],gradient:[7,8,9,11,15,18,21,29,54,59,67],gradient_clipping_threshold:[7,67,71],gradient_evalu:8,gradient_machin:[15,28],gradientmachin:[5,15,28,29,59,69,72],gram:63,graph:[9,15,17,18],grave:71,greater:9,grep:[35,71],groudtruth:46,ground:[8,9,72],group:[10,21],group_input1:46,group_input2:46,group_input:[43,46],grouplen:[13,68],gru:[9,67],gru_bias_attr:10,gru_decod:46,gru_decoder_with_attent:46,gru_encoder_decod:[63,72],gru_layer_attr:10,gru_memori:10,gru_siz:67,gru_step:46,gru_step_lay:10,grumemori:[10,46],gserver:[9,48],gsizex:51,guid:[25,58],gur_group:10,gzip:[21,58],hadoop:16,handi:17,handl:[13,16,24,29,30],handler:15,handwrit:71,happen:21,harvest:67,has:[8,9,10,11,13,16,18,21,22,51,70],has_kei:15,hassubseq:43,have:[9,10,13,16,17,18,21,22,24,29,30],hdf:20,head:71,header:[22,28,33,65],height:[9,13,27,30,48],held:18,hello:16,help:[5,26,47],helper:[9,10],here:[7,8,9,10,13,16,17,18,23,26,30],heurist:[9,72],hidden:[9,10,32],hidden_a:32,hidden_b:32,hidden_dim:43,hidden_s:10,hierach:45,hierarch:[9,43],high:7,highest:13,highli:13,him:16,hint:5,hl_dso_load:37,hl_get_sync_flag:48,hold:[16,18,21,23],home:[20,26,52,58,59],honor:21,hook2:43,hook:[7,43,70],hookattr:7,hookattribut:7,horizont:9,hors:64,horst:71,host:[24,52,58],host_c:[40,41],hostnetwork:59,hostpath:[57,58,59],hot:67,hous:[3,13],how:[7,9,16,18,21,26,29],howardjohnson:43,howev:[9,10,29,30],howto:59,hpp:27,html:[13,64],htod:51,http:[9,10,13,24,35,37,40,41,47,57,58,64,65,68,72],huber:9,huge:9,huina:71,human:9,hyper:9,hyperplan:13,i0601:69,i0706:72,i0719:72,i1116:59,i1117:51,ib0:52,ics:13,icwsm:71,id_input:8,idea:[9,17,30],identityoffsetproject:9,identityproject:9,idmap:59,ids:[8,9,32,69],idx:[21,48],ieee:71,ies:26,ignor:[3,9],ijcnlp:71,illustr:[8,18,22],ilsvrc:65,imag:[12,13,16,30,47,58,59,60,61,64,65,72],image_a:30,image_b:30,image_classif:64,image_fil:30,image_lay:30,image_list_provid:65,image_nam:16,image_path:30,image_provid:64,image_reader_cr:30,image_s:65,imagenet:[9,20],imagepullpolici:59,imageri:9,images_reader_cr:30,imdber:71,img:[3,9,64],img_conv_lay:10,img_pool_lay:10,img_siz:64,imgsiz:51,imgsizei:51,imgsizex:51,immutable_paramet:16,implement:[9,10,11,13,21,22,23,24,27,28,29],impli:17,improv:9,inarg:5,inc_path:32,includ:[8,9,10,13,16,17,22,24,27,28,40,41,47,51],incorpor:9,incorrect:9,increas:[18,21,32],incupd:48,inde:[13,30],independ:[9,22],index:[8,9,12,13,15,18,21,43,69],indexslot:9,indic:[8,9,22],individu:18,industri:18,ineffici:29,infer:[16,18,27],infiniband:52,info:[8,9,13,38,43,48,52,59],inform:[9,13,24,26],ininst:16,init:[7,9,38,48,59,70],init_hook:[43,67,70],init_model_path:[53,54,56,63,67,70],initi:[3,7,9,13,17,21,54,67],initial_max:[7,32],initial_mean:[7,9,32],initial_min:[7,32],initial_std:[7,9,32],initpaddl:5,inlcud:10,inner:[32,43],inner_:43,inner_mem:43,inner_param_attr:10,inner_rnn_output:43,inner_rnn_st:43,inner_rnn_state_:43,inner_step:43,inner_step_impl:43,input1:[9,10],input2:9,input:[3,6,8,9,10,12,13,15,29,30,32,33,38,42,43,45,46,48,56,59,63,64,67,69,70,72],input_data:48,input_data_target:48,input_featur:6,input_fil:[33,70],input_hassub_sequence_data:48,input_id:9,input_imag:[10,64],input_index:48,input_label:48,input_lay:48,input_nam:16,input_sequence_data:48,input_sequence_label:48,input_sparse_float_value_data:48,input_sparse_non_value_data:48,input_t:48,input_typ:[32,33,43,67],inputdef:48,inputlayers_:48,inputtyp:13,insert:47,insid:[8,9,18,29,30],instal:[9,24,32,37,40,41,47,52,58,64,69],instanc:[9,18,20,23],instanti:18,instead:[9,10,12,17,24,30],int32:54,int64:25,integ:[3,8,9,13,21,24,27,38,67],integer_sequ:32,integer_valu:[3,13,32,38,43,67],integer_value_sequ:[3,13,43,46,67,70],integer_value_sub_sequ:43,integr:[8,70],inter:9,intercept:9,interfac:[7,9,10,21,24,26,29,52],intergr:9,intermedi:26,intern:[9,10,13,15],internet:18,interpret:8,introduc:[9,18],invalid:30,invoc:17,invok:[3,9,15,29,51],iob:8,ioe:8,ip_str:59,ipc:57,ips:59,ipt:[9,32,43,46],ipython:16,is_gener:[9,63,72],is_kei:69,is_loc:15,is_predict:[67,71],is_seq:[9,46],is_stat:7,is_test:[65,70,71],is_train:3,isinst:[5,38],ispodallrun:59,isspars:48,issue_numb:47,item:[9,13,15,30,59],iter:[3,9,10,11,13,15,16,18,30],its:[3,9,10,16,18,21,29,37,51],itself:[10,18],java:27,jeremi:51,jie:[70,71],jmlr:9,job:[13,52,53,54,56,57,59,65,67,70,71,72],job_dispatch_packag:52,job_id:13,job_mod:63,job_nam:[24,59],job_namespac:59,job_path:59,job_path_output:59,job_workspac:52,jobnam:59,jobpath:59,jobselector:59,jobserv:24,johan:71,join:[18,43],joint:72,jointli:[10,72],journal:[70,71],jpg:65,json:[52,58,69],jth:10,jupyt:[24,35],just:[6,8,9,10,13,21,22,29],jypyt:16,k8s:59,k8s_data:59,k8s_job:16,k8s_token:16,k8s_train:59,k8s_user:16,kafka:20,kaim:9,kaimingh:65,kebilinearinterpbw:51,kebilinearinterpfw:51,keep:[9,13,18],kei:[3,13,15,18,20,21,25,47,51,57,59,69],kernel:9,key1:54,key2:54,keyword:59,kill:18,kind:[16,18,23,57,58,59],kingsburi:70,know:[10,16,21],kriz:[13,64],ksimonyan:10,kube:57,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeadm:57,kubectl:[57,58,59],kuberent:18,kubernet:[16,18,50,52,59,60,61],kubernetes_service_host:16,kwarg:[3,10,11,13,43,67,70],l1_rate:7,l2_rate:7,l2regular:[64,67,71],label:[3,8,9,11,13,15,30,32,33,38,43,58,64,65,67,70,71],label_dict:70,label_dim:[9,43,67],label_fil:[30,70],label_lay:30,label_list:70,label_path:30,label_slot:70,labeledbow:71,labelselector:59,lag:54,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,63],larg:[12,13,47,72],larger:[7,8,9],last:[8,9,10,42,43],last_seq:43,last_time_step_output:9,lastseen:58,latenc:9,later:17,latest:[9,18,32,58,59],launcher:16,layer1:[9,10,42],layer2:[9,42],layer3:9,layer:[5,7,8,10,12,13,14,15,30,38,42,45,46,48,65,67,70],layer_0:48,layer_attr:[9,46,56],layer_num:[56,65],layer_s:9,layer_typ:9,layerbas:48,layerconfig:48,layergradutil:48,layermap:48,layeroutout:9,layeroutput:10,layers_test:32,lbl:[8,64],ld_library_path:[9,37,52],learn:[7,8,9,10,11,13,16,22,30,35,51,64,65,70,71,72],learning_method:[33,63,64,67,71,72],learning_r:[7,22,32,33,63,64,67,71,72],leas:18,least:[8,9,18],lecun:13,left:9,leman:72,len:[3,9,22,25,43,48,59,67,70],length:[9,10,13,22,58],less:[9,16],less_than:16,let02:58,let:[8,9,16],level:[7,9,45],lgtest:17,lgtest_main:17,lib64:[32,35,37,52,54],lib:[9,28,34,37,40,41],lib_path:32,libapi:17,libari:28,libcuda:[32,35],libjpeg:64,libnvidia:[32,35],libpaddl:[27,28,47],libpaddle_capi:28,libpaddle_gserv:28,libpaddle_math:28,libprotobuf:32,librari:[9,17,23,28,37,52,54],libwarpctc:9,life:18,like:[8,9,13,17,18,24,30,65],limit:[9,13,32,51],linaro:41,line:[3,8,13,17,24,26,32,43,47,56,70],line_count:32,linear:[9,38],linearactiv:33,linguist:70,link:[9,10,17,25,26,45,71],linux:[9,25,35,40,41,57],lipeng:63,lipton:71,list:[2,3,8,9,13,15,16,21,24,26,29,33,52,56,64,65,67,69,70,71,72],littl:22,lium:72,live:18,liwicki:71,load:[9,16,18,33,59,65,70,71,72],load_data_arg:5,load_featur:65,load_feature_c:65,load_feature_pi:65,load_missing_parameter_strategi:[53,54,56,63,70],loadparamet:5,loadsave_parameters_in_pserv:[53,54],loc:8,local:[7,18,23,34,37,49,52,53,54,59],localhost:[35,57],localip:59,localpath:26,lock:[18,21,22],log:[21,26,32,48,52,54,58,59,64,69,70,71,72],log_barrier_abstract:[53,54],log_barrier_lowest_nod:[53,54],log_barrier_show_log:[53,54],log_clip:[53,54],log_error_clip:[53,54],log_period:[54,56,58,59,64,67,69,70,71,72],log_period_serv:[53,54],logarithm:6,logger:[3,43],logic:29,logist:67,look:[3,8,24],lookahead:9,loop:30,loss:[9,67],low:9,lpaddle_capi_shar:28,lpaddle_capi_whol:28,lstm:[9,43,46,58,67],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:[10,43],lstm_group_input:43,lstm_input:43,lstm_last:43,lstm_layer_attr:10,lstm_nest_group:43,lstm_output:43,lstm_size:67,lstm_step:10,lstmemori:[10,43,46],lstmemory_group:[9,43],ltr:9,mac:[9,28,35,40],machan:10,machin:[9,10,13,15,45,71,72],machine_transl:46,made:[18,22],mai:[9,30],main:5,mainli:23,maintain:[9,21],majel:17,major:72,make:[3,8,9,16,17,18,21,22,29,30,37,40,41,47,48,51,71],man:25,manag:[18,22,23,26],mandarin:9,mani:[9,10,21,29],manner:9,manufactur:72,mao:71,map:[8,9,13,15,16,21,38],map_read:13,mapper:13,mapreduc:16,marcu:71,mark:70,mark_slot:70,market:71,martha:70,mask:[7,9],master:[16,31,57,71],mat:[27,28],mat_param_attr:10,math:[10,27,48,51],matirx:9,matplotlib:64,matrix:[8,9,10,13,15,27,28,48],matrixptr:48,matrixtyp:28,max:[7,9,13,42,51,56,69],max_id:[9,15],max_job_id:13,max_length:[9,46],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:8,maxid_evalu:8,maxim:9,maximum:[8,13,22],maxinum:12,maxpool:9,mayb:[9,10],md5:[13,19],mean:[7,8,9,10,11,12,13,15,17,30,32,54,65,69],mean_img_s:64,mean_meta:65,mean_meta_224:65,mean_valu:65,mechan:[9,10,23],meet:70,mem:[9,24,43],member:[13,16,29],memcpi:[29,51],memori:[10,21,24,46,51,58],memory_nam:9,memory_threshold_on_load_data:[53,54],mention:21,mere:10,merg:[22,29,47],mergedict:[63,72],messag:[47,58],meta:[52,64,65,69],meta_config:[52,69],meta_gener:[52,69],meta_path:64,metadata:[25,58,59],metal:57,metaplotlib:16,method:[3,9,11,15,72],mfs:59,might:[9,17],million:13,min:[7,51,56,69],min_pool_s:[3,32],min_word_freq:13,mini:[9,13,15,18],mini_batch:30,minibatch:9,minibatch_data:13,minikub:57,minim:11,minimum:9,minsizerel:[40,41],minut:18,mip:40,mislead:22,miss:70,mix:[10,46],mixed_bias_attr:10,mixed_lay:[10,43,70],mixed_layer_attr:10,mixedlayertyp:9,mkdir:26,mkl:34,mkl_root:34,ml_data:[52,69],mnist:[3,5,20,30],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:30,mnist_train:[3,30],mnist_train_batch_read:30,mnt:59,mod:70,mode:[9,47,59,71],model:[9,10,13,18,19,56,63,64,67,69,70,71,72],model_config:5,model_list:[54,56,70,71],model_output:71,model_path:56,model_zoo:[63,65],modifi:47,modul:[3,10,13,15,32,33,64,65,67],modulo:9,momentum:[7,32,38,67],momentumoptim:[33,64],mon:58,mono:9,month:[17,72],mood:71,moosef:57,more:[8,9,10,13,16,18,21,24,26,30,32,51],morin:9,mose:[71,72],moses_bleu:72,mosesdecod:71,most:[9,13,16,30],mount:24,mountpath:[58,59],move:[9,18,21,26],movi:[3,13,69],movie_categori:13,movie_id:[59,69],movie_info:13,movie_review:13,movieinfo:13,movielen:68,moving_average_fract:9,mpi:52,mse_cost:[33,38],much:[9,18,30],mul:48,multi:[9,29,65,72],multi_binary_label_cross_entropi:9,multi_crop:65,multigradientmachin:29,multinomi:9,multipl:[8,9,10,13,15,16,21,22],multipli:[8,9],multiprocess:13,must:[6,8,9,10,13,22,30,37,48],my_standalone_toolchain:40,mypaddl:[58,59],name:[3,7,8,9,10,12,13,15,16,18,20,22,24,28,32,33,35,38,43,46,48,51,56,57,58,59,60,61,64,67,69,72],name_prefix:20,namespac:[27,48,57,58,59],nativ:9,natur:21,nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,ndk:40,necessari:[9,22,29],need:[8,9,10,13,16,17,21,22,24,26,29,32,51,59],neg:[3,8,9,70,71],neg_distribut:9,ner:8,nest:[9,13],net:[9,10,71],net_conf:71,net_diagram:65,network:[5,7,8,9,11,13,14,15,16,18,30,38,43,52,56,59,63,64,65,70,71,72],network_config:56,neural:[9,10,11,13,15,16,18,43,45,63,70,71,72],neuralnetwork:29,never:[13,30,58,59],newest:22,next:[3,9,13,18,23],nfs:59,nfsdir:59,nginx:35,ngram:13,nic:[52,53,54,59],nil:21,nine:13,nlp:9,nltk:13,nmt:72,nnz:48,no_cach:3,no_sequ:[3,9,38,69],noah:71,noavx:35,node0:59,node:[9,17,57,58,59],node_0:59,node_1:59,node_2:59,nodebook:35,nodefil:52,nois:[9,18],non:[9,18],none:[3,5,7,8,9,10,11,12,13,15,16,33,46,65],norm_by_tim:9,normal:[9,10,13,58,59,65],notat:9,note:[7,9,10,12,15,16,21,24,30,37,71],notebook:24,noth:[6,15,47],novel:71,now:[9,13,17,18,45],np_arrai:13,ntst1213:72,ntst14:72,nullptr:[37,48],num:[9,52,54,59,70,71,72],num_channel:[9,10,64],num_chunk_typ:8,num_class:[9,10,64],num_filt:[9,10],num_gradient_serv:[53,54],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,33,38,53,54,56,58,59,67,69,70,71,72],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[8,9,13,18,20,30,72],numchunktyp:8,numdevices_:56,numlogicaldevices_:56,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,30,33,38,65],numsampl:51,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,35],nvidia:[32,35],obei:8,obj:[3,32,33,64,65,67,69],object:[3,7,9,10,11,13,15,16,27,51],observ:11,occup:[59,69],occur:[13,15],oct:58,odd:9,off:[28,34,35,37,40,41,47],offici:9,offlin:[18,20],offset:[9,69],ograd:48,old:22,omit:[32,67],on_init:3,onc:[9,18,21],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,29,30,67,70,71],one_host_dens:69,one_hot_dens:69,onli:[8,9,10,12,13,15,16,17,21,22,23,24,26,29,43,45],onlin:[9,11,18,20,30],open:[3,9,16,20,30,32,33,43,65,70],openbla:34,openblas_root:34,oper:[9,10,11,13],opinion:71,ops:17,ops_test:17,opt:[16,34,59],optim:[7,14,15,29,32,38],option:[8,9,16,17],order:[9,10,13,15,30,59],org:[8,9,10,13,20,25,35,68],organ:[8,9],origin:[9,13,47],other:[8,9,10,13,18,22,26],otherchunktyp:8,otherwis:[9,13,16,18,22,30],our:[16,17],out:[9,15,16,17,21,43,45,46,64],out_dir:59,out_left:9,out_mem:46,out_right:9,out_size_i:9,out_size_x:9,outer:43,outer_mem:43,outer_rnn_st:43,outer_rnn_state_:43,outer_step:43,outout_lay:15,outout_layer1:15,outout_layer2:15,output:[6,7,8,9,10,12,13,15,16,20,26,30,32,33,43,46,52,56,58,59,63,64,65,67,69,70,71],output_:9,output_dir:65,output_fil:70,output_id:9,output_lay:[15,65],output_max_index:12,output_mem:[9,46],output_path:20,outputh:9,outputw:9,outsid:[3,9,10],outv:48,over:[9,10,16],overlap:8,overlap_threshold:8,overrid:[18,26],overview:[21,22,23],overwrit:26,own:22,packag:[13,21,24,32],pad_c:9,pad_h:9,pad_w:9,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,18,20,24,26,27,28,29,32,33,35,37,38,46,47,48,49,51,52,56,58,59,63,64,67,69,70,71,72],paddle_begin_init_param:22,paddle_element_typ:22,paddle_element_type_float32:22,paddle_element_type_float64:22,paddle_element_type_int32:22,paddle_element_type_int64:22,paddle_element_type_uint32:22,paddle_element_type_uint64:22,paddle_error:[27,28],paddle_exampl:24,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:24,paddle_matrix:[27,28],paddle_matrix_cr:28,paddle_matrix_get_shap:27,paddle_matrix_shap:27,paddle_n:[52,59],paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:24,paddle_output:58,paddle_paramet:22,paddle_port:[52,59],paddle_ports_num:[52,59],paddle_ports_num_for_spars:52,paddle_ports_num_spars:59,paddle_process_by_paddl:59,paddle_pserver2:52,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:63,paddle_save_model:22,paddle_send_grad:22,paddle_server_num:59,paddle_source_root:63,paddle_train:[28,31,52,59],paddledev:[32,35,58,59],paddlepaddl:[9,10,13,18,20,22,23,24,25,26,30,32,35,37,46,47,51,52,60,61,63,70],pair:8,palceholder_just_ignore_the_embed:63,palmer:70,paper:[9,72],para:63,paraconvert:63,parallel:[51,56,58,59,72],parallel_nn:[7,53,54],param:[7,9,13,22,29],param_attr:[9,10,32,33,46],param_config_proto:22,paramattr:[7,9,32,33,46],paramet:[8,10,11,12,13,14,17,19,26,30,38,54,59,69,70,71,72],parameter_attribut:9,parameter_block_s:[53,54],parameter_block_size_for_spars:[53,54],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parameterclient2:59,parametermap:48,parameters_:48,parameterset:16,parameterupdat:29,parametris:11,paramutil:69,paraphras:[63,72],paraphrase_data:63,paraphrase_model:63,paraphrase_modeldata:63,paraspars:48,pars:[13,17],parse_config:5,parse_known_arg:59,parsefromstr:32,parser:59,part:[8,71],partial:9,partial_sum:9,partit:[18,20],paserv:59,pass:[3,9,13,15,18,29,30,32,33,38,47,51,54,56,58,59,64,67,69,70,71,72],pass_id:[15,38],pass_idx:30,passtyp:48,past:16,patch:25,path:[8,9,13,15,18,21,22,24,30,37,40,41,52,54,57,58,59,70,71],pattern:[13,18,27,71],paul:70,paus:18,pave:72,pdf:[9,10],pem:[16,20],pend:[18,21],penn:70,per:[8,9,13,18,22,30],perform:[9,10,22,29,51,53],period:[18,54,70,71,72],perl:[71,72],peroid:9,persistentvolum:57,persistentvolumeclaim:[57,59],person:[8,16],pfs:[20,26],pfsclient:20,pfspath:26,pid:57,piec:[9,10],pillow:[24,64],pip:[32,47,52,64,69],pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[3,18],plain:[8,9,15,24,28],plan:18,platform:40,pleas:[7,9,10,11,16,18,21,22,23,30,32,37,59],plot:[16,64],plotcurv:64,plu:9,png:64,pnpairvalid:53,pod:[20,24,57,58,59],podip:59,podlist:59,point:[18,24,51],pointer:22,polar:13,poll:71,pool3:48,pool:[10,14],pool_attr:10,pool_bias_attr:10,pool_layer_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[10,32,67],pooling_typ:[9,32,42,67],poolingtyp:12,popul:22,port:[17,52,53,54,58,59],port_num:53,ports_num:[54,59],ports_num_for_spars:[53,54,56,59],pos:[69,71],pose:18,posit:[3,8,9,13],positive_label:8,posix:57,possibl:[16,21],post:[24,25],potenti:51,practic:9,pre:[9,10,13,16,22,63,71,72],pre_dictandmodel:63,precis:8,precision_evalu:8,pred:70,predetermin:9,predic:[13,70],predicate_dict:70,predicate_dict_fil:70,predicate_slot:70,predict:[3,5,8,9,11,15,32,52,63,64,65,67,69,70,71],predict_fil:[53,54],predict_output_dir:[53,54,67],predict_sampl:5,prediction1:15,prediction2:15,predin:64,prefer:57,prefetch:48,prefix:[8,18,20],pregrad:48,premodel:63,prepar:[24,29,60],preprocess:[13,52,63,64,67,69,71,72],present:[16,47],preserv:26,prev_batch_st:[53,54],prevent:[11,16,18,21],previou:[9,10,18,26],previous:9,price:13,principl:16,print:[5,7,15,16,33,38],printallstatu:51,printer:8,printstatu:51,prite:8,privat:[28,47],prob:[8,15],probabilist:[9,63],probabl:[8,9,15],problem:[9,11,16,17],proc:35,proce:[13,18,30],proceed:[9,70],process2:43,process:[3,7,9,10,13,16,20,21,32,33,43,59,67,69,70],process_num:13,processdata:[64,65],processor:51,prod:[35,47],produc:[10,13,18,30],product:24,productgraph:58,profil:[26,51],proflier:51,prog:59,program:[13,16,20,22,30,51,59],progress:[18,21],proj:9,project:[9,10,24,28],promis:[9,10],prompt:26,prone:16,prop:70,propag:11,proposit:70,protect:48,proto:12,protobuf:[24,32],protocol:8,provid:[9,13,16,22,24,32,33,43,53,67,70],prune:9,ps_desir:18,pserver:[22,23,24,52,53,54,59],pserver_addr:22,pserver_cpu:24,pserver_id:19,pserver_mem:24,pserver_num_thread:[53,54],pserver_spec:15,pseudo:[16,24],psize:48,ptr:28,pull:31,purpos:[18,51],push:59,push_back:48,put:18,pwd:[35,47],py_paddl:[5,13,49],pydataprovid:32,pydataprovider2:[3,5,33,59],pyramid:9,pyramid_height:9,python:[9,15,16,23,27,29,31,32,35,46,47,48,49,52,63,64,65,69,70,71,72],pythonpath:[32,64],pzo:71,queri:[9,72],question:[9,16],quick:58,quick_start:[24,58,59,60,67],quick_start_data:58,quickstart:58,r14b:40,r_t:9,rais:13,ramnath:71,ran:51,rand:[51,54,56,70],random:[7,9,13,20,29,30,33],random_imag:20,rang:[9,13,20,30,59,67],rank:[9,16,65,67],rare:3,raspberri:41,raspberrypi:41,raspbian:41,rate:[7,8,11,13,22,52,59,69],rather:24,ratio:54,raw:9,raw_meta:69,rdma_tcp:[53,54],reach:18,read:[3,13,15,16,18,20,30,33,65],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_next_from_fil:32,read_ranking_model_data:16,reader:[15,20,38],reader_cr:20,reader_creator_bool:30,reader_creator_random_imag:[13,30],reader_creator_random_image_and_label:[13,30],readi:[18,58],readm:[28,47,69,71],real:30,real_process:3,realist:16,reason:[10,16,18,58],recal:8,receiv:[18,24],recognit:[9,65,71],recommend:[10,16,52,59,69],record:[21,70],recordio:[13,16,20,21],recov:18,recoveri:21,rectangular:9,rectifi:9,recurr:[43,44,70,71],recurrent_group:[10,43,45,46],recurrent_lay:10,recurrentgradientmachin:28,recurrentgroup:8,recurs:26,reduc:11,ref:69,refactor:29,refer:[7,9,10,11,18,21,22,23,34],referenc:[9,21],reference_cblas_root:34,refine_unknown_arg:59,reflect:21,register_gpu_profil:51,register_lay:48,register_timer_info:51,registri:[24,58],regular:[7,64,67,71],rel:10,relat:[18,24],relationship:13,releas:[31,37,40,41,57,70],reliabl:18,relu:9,rememb:9,remot:[7,47,52,54,56],remoteparameterupdat:23,remov:[13,26,47],renam:26,reorgan:9,replac:[17,21],replicaset:24,report:21,reportdataset:21,repositori:[9,40],repres:[9,13,21],represent:[9,22],request:[18,31,58,72],requir:[8,9,16,18,22,24,26,52,69],res5_3_branch2c_bn:65,res5_3_branch2c_conv:65,res:70,research:[13,64],reserv:26,reserveoutput:48,reset:[9,18],reshap:30,reshape_s:9,residu:65,resnet_101:65,resnet_152:65,resnet_50:65,resolv:[47,58],respons:[9,29,58],rest:[9,24,25],restart:[18,22,58],restartpolici:[58,59],resu:30,result:[3,6,8,9,15,21,51,67,72],result_fil:8,return_seq:10,reuqest:31,reus:30,reveal:16,revers:[9,10,45,46],review:[13,47,58,71],reviews_electronics_5:58,rewrit:[17,72],rgb:9,rgen:71,rho:11,right:[9,17,24],rkt:24,rmsprop:67,rnn:[9,10,45,46,53,71],rnn_bias_attr:46,rnn_layer_attr:46,rnn_out:46,rnn_state:43,rnn_state_:43,rnn_step:9,rnn_use_batch:[53,54],rnnlm:13,robot:64,role:[13,16,21,22,70,71],roman:71,root:[11,12,35,52,58,59,63],root_dir:52,rot:9,routledg:71,row:[8,9,13],row_id:9,rpc:21,rpcserver:21,rpi:41,rpi_arm_neon:41,rpi_toolchain:41,rstrip:59,rtype:13,rule:8,run:[16,18,24,32,35,47,51,52,58,59,60,61,69],runinitfunct:[51,59],running_on_cloud:24,runtim:[3,32],safe:24,sai:9,same:[3,8,9,10,16,21,22,43,67],samping_id:9,sampl:[3,8,13,67,69,71,72],sample_id:8,sample_num:8,santiago:71,satifi:8,save:[3,9,13,18,20,21,22,24,58,69,70,71,72],save_dir:[33,54,56,58,59,64,67,69,70,71,72],save_only_on:[53,54],saving_period:[53,54,59],saving_period_by_batch:[53,54,56],saw:3,scalar:9,scale:6,scalingproject:9,scan:21,scatter:9,schedul:[21,24],scheduler_factor:7,scheme:8,schmidhub:71,schwenk:72,scienc:71,score:[8,9,69],script:[13,49],seaplane_s_000978:64,search:[9,18,46,72],seat:72,second:[9,13,16,26,30,67],sed:71,see:[9,10,16,18,32],seed:[51,54],seem:17,segment:8,sel_fc:9,select:9,selectiv:9,selector:58,self:48,selfnorm:9,semant:[13,16,31,70,71],semat:16,sen_len:70,send:[18,22],sent:[16,22,58],sentanc:32,sentenc:[3,9,13,43,46,70],sentence_last_state1:43,sentence_last_state2:43,sentiment:[3,70,71],sentiment_data:71,sentiment_net:71,sentimental_provid:3,sentimental_train:3,separ:[8,22,69],seq:[9,13,43,69],seq_pool:[9,42],seq_text_print:8,seq_to_seq_data:[63,72],seq_typ:13,seqlastin:43,seqtext_evalu:8,seqtoseq:[9,32,63,72],seqtoseq_net:[9,63,72],sequel:3,sequenc:[3,6,8,9,10,12,13,32,38,43,45,67,69,71,72],sequence_conv_pool:67,sequence_group:9,sequence_layer_group:43,sequence_nest_group:9,sequence_nest_layer_group:43,sequencegen:43,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9,38],sequenti:[9,70],seri:[10,43,71],serial:[15,21,29],server:[16,17,23,52,54,57,59],serverless:18,set:[3,7,8,9,10,13,15,16,18,24,32,33,43,51,52,58,63,64,65,67,70,71,72],set_active_typ:48,set_default_parameter_nam:7,set_drop_r:48,set_input:9,set_siz:48,set_typ:48,settotalbyteslimit:32,setup:48,sever:[8,9,29],sgd:[11,15,16,18,24,29,33,38,52,53,71],shape:[9,13,15,38],shard:[18,19,20,21,22],share:[9,17,28,29,70],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[27,28],ship:64,shold:71,shorten:9,should:[7,8,9,13,15,16,22,24,29,30,45],should_be_fals:16,should_be_tru:16,should_shuffl:[3,43,70],show:[8,11,13,18,26,70,71,72],show_check_sparse_distribution_log:[53,54],show_layer_stat:[53,54],show_parameter_stats_period:[53,54,56,58,70,71,72],shown:[9,16],shuf:[32,69],shuffl:[13,32],side:[9,15,29],sigint:52,sigmoid:9,sigmoidactiv:[10,43],sign:25,similar:[9,30],similarli:[9,13],simpl:[6,8,9,10,13,15,59],simple_attent:46,simple_gru:[46,67],simple_lstm:[9,67],simple_rnn:[9,46],simpler:29,simpli:[9,16,22],simplifi:16,sinc:[9,18,21,23,30],singl:[8,10,13,18],sinlg:15,size:[3,8,9,10,11,13,18,20,22,30,32,33,38,43,46,48,64,65,67,71,72],size_a:9,size_b:9,size_t:48,skip:[30,33,47,65],sleep:59,slide:[9,11,13,18],slope:9,slot:[69,70],small:13,small_messag:[53,54],small_vgg:64,smaller:[9,18],smartli:9,smith:71,smooth:9,snap:58,snapshot:19,sock:24,sock_recv_buf_s:[53,54],sock_send_buf_s:[53,54],socket:59,softmax:[9,10,16,32,46,48,67],softmax_param:32,softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[32,43,67],solv:16,some:[7,9,13,15,16,17,21,22,24],some_c_api_funct:28,some_inst:28,some_python_class:27,somecppclass:27,somedata:15,somegotyp:27,someth:9,sometim:[11,30],somewhat:22,soon:18,sort:[9,13,59,71],sourc:[9,13,17,26,28,30,72],source_dict_dim:46,source_language_word:46,space:8,space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[7,9,11,13,32,48,52,54,56,59],sparse_binary_vector:[3,13,32,38],sparse_binary_vector_sequ:13,sparse_float_vector:[3,38],sparse_non_value_slot:13,sparse_upd:[7,32],sparse_value_slot:13,sparse_vector:[13,32],sparse_vector_sequ:13,sparseparam:48,sparseprefetchrowcpumatrix:48,spatial:9,spec:[58,59],special:[9,22],specif:26,specifi:[8,9,13,16,21,22,24,26,37],speech:9,speed:10,sphinx:[27,35,49],split:[3,9,43,52,69,70],split_count:59,squar:[9,11,12],squarerootnpool:9,squash:47,srand:54,src:[17,59,72],src_backward:46,src_dict:32,src_dict_path:32,src_embed:46,src_forward:46,src_root:5,src_word_id:46,srl:[13,70],ssd:9,ssh:[35,52],sshd:35,sstabl:16,stabl:[31,57],stacked_lstm_net:71,stacked_num:71,stackexchang:9,stage:[23,47],stake:72,stale:18,standalon:40,standard:7,stanford:[13,58],start:[9,15,18,21,22,24,29,32,47,54,58,59],start_paddl:59,start_pass:[53,54],start_pserv:[53,54],startpaddl:59,startup:[18,24],stat:[51,54,70,71,72],state:[9,10,18,45,58],state_act:[9,10,43],statfulset:59,staticinput:[9,45,46],statist:9,statset:51,statu:[24,47,51,58,59],status:58,std:[17,27,28,48,54],stderr:52,stdout:52,step:[9,10,12,18,22,29,43,45,46],stepout:43,still:21,stochast:[11,18,21],stock:71,stop:9,storag:[25,57],store:[8,9,13,29],str:[15,24,56,59],strategi:[12,18,54,70],street:[9,70],strict:30,stride:9,stride_i:9,stride_x:9,string:[3,8,9,21,26,48,54],strip:[32,43,70],struct:[21,22,25,28],structur:[13,21],stub:9,stuff:47,stun:3,style:9,sub:[8,9,13,16,29],sub_sequ:[3,9,38],subcommand:26,subgradi:11,subnet:16,subobjectpath:58,subseq:[42,45],subsequ:9,subsequenceinput:[9,43],succeed:[21,58],success:[22,58],successfulcr:58,sudo:[37,64],suffic:30,suffix:24,suggest:[9,17],sum:[9,11,19],sumpool:[9,32],support:[7,8,9,12,13,18,24,29,30,43],suppos:17,suppress:26,sure:[37,71],surpass:9,swagger:25,swap_channel:65,swig:[23,27,28],swig_paddl:[5,13],symbol:[9,28],symlink:47,sync:18,syncflag:48,synchron:[11,18,21],syntax:30,sys:65,sysroot:40,system:[17,18,22,25,32,71],t2b:63,tab:67,tabl:[8,9],tableproject:9,tag:[8,13,32,35],tagtyp:8,tainer_id:59,take:[3,8,9,10,16,17],talk:22,tanh:[9,10,46,48],tanhactiv:[10,43],target:[9,13,15,17,72],target_dict_dim:46,target_dictionary_dim:9,target_language_embed:9,target_language_word:46,target_link_librari:17,targetinlink:[9,43],task:[8,9,70],task_queu:21,taskentri:21,taskqueu:21,tbd:[23,43],tconf:71,tcp:54,tear:51,technic:18,tee:[58,64,70,71,72],tell:[18,21,22],tellig:71,templat:[58,59],tempor:9,temporari:24,tensor:17,tensor_test:17,term:[9,10,18],termin:58,tesh:70,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,28,30,31,47,48,51,52,54,56,64,65,67,69,70,71,72],test_all_data_in_one_period:[58,64,69,70,71],test_compar:32,test_comparespars:32,test_comparetwonet:32,test_comparetwoopt:32,test_config_pars:32,test_data:[5,72],test_fcgrad:48,test_gpuprofil:51,test_layergrad:48,test_list:[3,32,33,64],test_networkcompar:32,test_part_000:71,test_pass:[53,54,56,72],test_period:[53,54,56],test_predict:32,test_pydataprovid:32,test_pydataprovider2:32,test_pydataproviderwrapp:32,test_ratio:69,test_recurrent_machine_gener:32,test_recurrentgradientmachin:[32,43],test_swig_api:32,test_train:32,test_traineronepass:32,test_wait:[53,54],testa:16,testb:16,testbilinearfwdbwd:51,testconfig:48,tester:[69,72],testfcgrad:48,testfclay:48,testlayergrad:48,testq:16,testresult:15,testutil:48,text1:26,text:[3,8,10,13,16,63,71,72],text_conv:67,text_conv_pool:69,text_fil:[13,71],tflop:51,tgz:13,than:[7,8,9,10,18,24,32],thei:[16,17,18,22,26,51],them:[8,10,16,18,24,30,51],therein:9,thi:[3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,29,30,51,71],thing:3,think:[16,17],third:[9,18],third_parti:[9,40,41],those:[17,18,70],thought:17,thread:51,thread_local_rand_use_global_se:[53,54],threadid:56,threadloc:51,three:[8,9,18,29,30,65],threshold:[7,8,18,21,54],through:[9,18,21,23],throughput:51,thu:9,tier:58,time:[9,10,12,13,16,17,18,21,30,43,51,54,58,59,71],timelin:9,timeout:[18,21],timer:51,timestamp:[9,19],timestep:9,titl:[13,59,69],tls:25,tmp:3,to_no_sequ:[9,42],to_sequ:[9,42,43],to_your_paddle_clone_path:49,todo:[8,9,10,13,18,21],toend:9,togeth:[9,10,13,15],token:[8,9,16,46,71],too:13,tool:[40,41,49,59],toolchain:[40,41],top:[8,65],top_k:8,topolog:[13,16,18,29],topolopi:15,toronto:[13,64],total:[15,18,30,51,58,72],total_pass:30,touch:71,tourist:72,track:[18,21,47],tractabl:9,tradit:9,trail:13,train100:13,train10:13,train:[2,3,7,8,9,11,13,20,21,22,29,32,33,37,38,46,52,54,56,58,59,60,61,63,64,65,67,69,70,71,72],train_arg:59,train_args_dict:59,train_args_list:59,train_conf:[63,72],train_config_dir:59,train_data:72,train_i:38,train_list:[3,32,33,64,65],train_part_000:71,train_read:38,train_x:38,trainabl:9,trainer:[3,5,16,19,20,21,23,29,33,38,48,54,56,59,70,71,72],trainer_config:[2,3,5,33,52,58,59,67,69,71],trainer_config_help:[3,32,33,48,64],trainer_count:[32,53,54,56,58,59,69,70,71,72],trainer_cpu:24,trainer_cr:24,trainer_gpu:24,trainer_id:[54,59],trainer_mem:24,trainer_packag:24,trainerconfighelp:32,trainerid:59,trainerintern:[67,69,72],tran:48,transact:[18,21,71],transform:9,transform_param_attr:10,translat:[9,10,63,72],transpos:9,transposedfullmatrixproject:9,travel:3,travi:47,treat:[9,22],treatment:22,tree:[9,59],trg:72,trg_embed:46,tricki:27,trigger:29,truck:64,true_imag:30,true_label:30,true_read:30,truth:[8,9,72],tune:[7,53],tupl:[9,13,15,30],ture:9,turn:[9,30,45],tutori:[58,59,60,61,63,72],tweet:71,twitter:71,two:[8,9,10,16,22,23,24,26,30,51],txt:[3,17,24,26,48,52,57,67,69,71],type:[3,8,9,10,12,13,16,18,21,24,25,26,27,28,30,33,38,43,46,48,56,58,65,67,69,70],typedef:[22,27,28],typic:8,ubuntu:31,ubyt:30,uci:13,ufldl:9,uid:58,uint32:25,uint64:27,uint64_t:27,unawar:22,unconstrain:71,under:21,understand_senti:46,undeterminist:51,unidirect:9,uniform:[7,9,13,20,30],uninstal:32,uniqu:[16,18,24],unique_ptr:48,unit:[9,10,17],unittest:[28,32],univ:72,unix:52,unk:[63,72],unk_idx:70,unknown:9,unlik:9,unseg:9,unsign:22,unsup:71,unsupbow:71,until:[18,22,59],untrack:47,unzip:40,updat:[7,9,18,21,22,25,29,47,52,56],update_equ:[15,38],update_hook:7,updatecallback:48,upgrad:32,upload:[18,24,25],upstream:[32,47],url:[13,71],urls_neg:71,urls_po:71,urls_unsup:71,usag:[8,9,10,13,15,29,59],use:[7,8,9,10,12,13,15,16,17,18,23,29,47,51,59,65,70,71,72],use_global_stat:9,use_gpu:[5,9,32,38,53,54,56,58,59,64,65,67,69,70,71,72],use_jpeg:64,use_old_updat:[53,54],use_seq:[33,69],used:[3,8,9,10,11,12,13,15,16,18,23,29,30,51,71],useful:[9,10],usegpu:48,user:[7,9,10,13,15,16,20,21,24,26,30,57,69],user_id:[59,69],user_info:13,user_nam:20,usercert:20,userinfo:13,userkei:20,usernam:[20,47],uses:[18,29],using:[7,9,10,13,16,17,18,21,22,24,26,30,37,70],usr:[32,34,35,37,52,54,59],usrdict:63,usrmodel:63,usual:[9,13,15,24,51],utc:68,util:[51,59,64,69],uuid:19,v28:9,v7a:40,valid:30,valu:[3,5,7,8,9,11,12,13,15,18,29,48,56,59,65,67,70],value1:54,value2:54,value_evalu:8,value_rang:13,vanilla:46,variabl:[9,13,16,58],varianc:9,vector:[9,10,13,16,22,67,69],verb:13,verbos:26,veri:[9,12,21,29,64],version:[9,10,24,26,31,35,37,51,53,54],versu:16,vertic:9,vgg:[10,64],vgg_16_cifar:64,via:[18,30,37,47],view:9,vision:64,visipedia:64,visual:9,vocab:71,volum:[35,57,58,59],volumemount:[58,59],vutbr:13,wai:[8,9,10,16,22,72],wait:[11,18,22,59],wall:70,want:[3,9,10,16,24,30],warn:[9,26,32,59],warp:9,warpctc:9,warpctc_dir:9,watch:18,wbia:65,wei:[70,71],weight:[8,9,10,11,48,65],weight_act:10,weightlist:48,weights_:48,weights_t:48,welcom:17,well:24,were:[8,17],wether:9,wget:40,what:[7,9,10,11,17,47],when:[3,7,8,9,13,15,17,18,21,22,24,26,29,51],where:[9,10,11,16,18],wherea:21,whether:[8,9,10,30,71],which:[7,8,9,10,11,13,16,18,20,21,22,24,29,30,69],whoever:22,whole:[3,8,13,27,28],whose:[9,13,18],why:[10,28,51],width:[8,9,13,27,30,48,72],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,57],wise:9,with_avx:[34,35,37,40,47],with_c_api:[40,41],with_doc:34,with_dock:49,with_doubl:[34,37,48],with_dso:34,with_gpu:[34,35,37,40,47],with_predict_sdk:37,with_profil:51,with_python:[34,37,40],with_rdma:[34,37,40],with_style_check:[34,47],with_swig_pi:[34,40],with_test:[34,35,47],with_tim:[34,37,51],within:[9,21],without:[8,9,18,22,30],wmt14:[46,72],wmt14_data:72,wmt14_model:72,wmt_shrinked_data:13,woboq:35,won:43,wonder:3,word2vec:[24,32],word:[3,8,9,13,32,43,45,67,70],word_dict:[43,67,70],word_dim:[43,67],word_id:[3,32],word_idx:13,word_slot:70,word_vector_dim:[9,46,63],words_freq_sort:13,work:[13,16,17,18,30,35,43,47,58,59],workspac:52,would:[15,17,18,29,30,70],wrapper:[10,17,51],write:[13,16,18,30,70],write_lock:19,writelin:33,writer:16,wrong:30,wsj:70,wuyi:57,www:[9,13,64,72],x64:41,x86:[40,41],x86_64:40,x_1:9,x_n:9,xarg:[8,32,35,48],xgbe0:54,xgbe1:54,xiaojun:71,xmap_read:13,xrang:[30,33,38,48],xxbow:71,xxx:[16,65,72],xxxx:19,y_predict:38,yaml:[58,59],yancey1989:24,yann:13,yapf:47,yeild:15,yield:[3,13,16,20,30,32,33,38,43,70],you:[3,7,9,10,24,37,65,71],your:[9,16,17,24,26,32,40,41],your_paddle_source_dir:9,your_param_nam:32,your_repo:59,your_source_root:28,yourself:9,yuyang18:[9,10,13],zachari:71,zeng:71,zero:[7,9,11,13,18,29,54],zhou:[70,71],zip:[13,40,59,68],zoo:63},titles:["\u5173\u4e8ePaddlePaddle","API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","Ubuntu\u90e8\u7f72PaddlePaddle","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u6784\u5efaAndroid\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u6784\u5efaRaspberry Pi\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":59,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":72,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":63,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":69,"\u4e0b\u8f7d\u6570\u636e":58,"\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":63,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":63,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":63,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":63,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":51,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":51,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ecb\u7ecd":[63,65],"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4ee3\u7801\u8981\u6c42":47,"\u4efb\u52a1\u7b80\u4ecb":33,"\u4f18\u5316\u7b97\u6cd5":67,"\u4f7f\u7528":[47,58],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u6848\u4f8b":56,"\u4f7f\u7528\u6982\u8ff0":67,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":56,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":59,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":63,"\u4f7f\u7528\u8bf4\u660e":50,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":49,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":72,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":72,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":47,"\u4fee\u6539\u542f\u52a8\u811a\u672c":58,"\u4fee\u6539\u6587\u6863":49,"\u514b\u9686":47,"\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":51,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":48,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[40,41],"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":52,"\u51c6\u5907\u6570\u636e":[33,69],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":59,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":52,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":32,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":32,"\u5206\u5272\u8bad\u7ec3":69,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":25,"\u5206\u652f\u89c4\u8303":31,"\u521b\u5efa\u672c\u5730\u5206\u652f":47,"\u521b\u5efajob":59,"\u521b\u5efapaddl":58,"\u5220\u9664\u672c\u5730\u5206\u652f":47,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":47,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":32,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":47,"\u5236\u4f5c\u955c\u50cf":59,"\u5236\u4f5cdocker\u955c\u50cf":58,"\u524d\u63d0\u6761\u4ef6":52,"\u52a0\u8f7dpaddlepaddl":38,"\u52a0\u901f\u6267\u884c":19,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":32,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":19,"\u5355\u5143\u6d4b\u8bd5":54,"\u5355\u53cc\u5c42rnn":43,"\u5377\u79ef\u6a21\u578b":67,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":64,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u6570\u4fe1\u606f":65,"\u53c2\u6570\u5185\u5b58":32,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":54,"\u53c2\u6570\u6982\u8ff0":53,"\u53c2\u6570\u8bfb\u53d6":65,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":[25,71],"\u53c2\u8003\u8d44\u6599":51,"\u53cc\u5411lstm":71,"\u53cc\u5c42rnn":43,"\u53cc\u5c42rnn\u4ecb\u7ecd":45,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":45,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":37,"\u53ef\u9009\u529f\u80fd":63,"\u540d\u8bcd\u89e3\u91ca":25,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":67,"\u5411\u91cf":54,"\u542f\u52a8\u4efb\u52a1":59,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":52,"\u547d\u4ee4\u884c\u53c2\u6570":67,"\u548c":42,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":64,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":56,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":63,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":38,"\u57fa\u672c\u539f\u7406":45,"\u57fa\u672c\u8981\u6c42":27,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":49,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":32,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":32,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":32,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":32,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":32,"\u5982\u4f55\u66f4\u65b0www":49,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":49,"\u5982\u4f55\u8d21\u732e":49,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":47,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":51,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":32,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":43,"\u5b50\u5e8f\u5217\u95f4\u6709memori":43,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":69,"\u5b89\u88c5":[37,67],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":36,"\u5b89\u88c5\u6d41\u7a0b":36,"\u5b89\u88c5kubectl":57,"\u5b8c\u6574\u6559\u7a0b":66,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":48,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5b9e\u73b0c":48,"\u5b9e\u73b0python\u5c01\u88c5":48,"\u5bfc\u51fac":27,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":56,"\u5c0f\u7ed3":3,"\u5de5\u5177":51,"\u5e38\u7528\u6a21\u578b":66,"\u5e76\u5b8c\u6210":47,"\u5efa\u7acb":47,"\u5f00\u53d1\u6807\u51c6":50,"\u5f00\u59cb\u5f00\u53d1":47,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":54,"\u5f15\u7528":70,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":67,"\u6027\u80fd\u4f18\u5316":50,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":51,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":51,"\u6027\u80fd\u8c03\u4f18":54,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":67,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":71,"\u6216\u8005\u662f":32,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":32,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\u63a5\u53e3":65,"\u63a8\u5bfc\u65b9\u7a0b":48,"\u63a8\u6d4b\u6267\u884c":19,"\u63d0\u4ea4":47,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":47,"\u63d0\u4ea4\u955c\u50cf":58,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":69,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":38,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":42,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6570\u636e\u51c6\u5907":[64,69,72],"\u6570\u636e\u63cf\u8ff0":70,"\u6570\u636e\u63d0\u4f9b":70,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":69,"\u6570\u636e\u652f\u6301":54,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":67,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":63,"\u6570\u636e\u96c6\u7279\u5f81":68,"\u6570\u636e\u9884\u5904\u7406":72,"\u6570\u6910\u4ecb\u7ecd":71,"\u6570\u6910\u51c6\u5907":71,"\u6574\u4f53\u65b9\u6848":59,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":25,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u6587\u672c\u751f\u6210":72,"\u6587\u672c\u751f\u6210\u6559\u7a0b":72,"\u6587\u6863":[35,62],"\u65b0\u624b\u5165\u95e8":39,"\u65f6\u5e8f\u6a21\u578b":67,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":43,"\u65f6\u95f4\u6b65":43,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":28,"\u672c\u5730\u6d4b\u8bd5":56,"\u672c\u5730\u8bad\u7ec3":56,"\u672f\u8bed":19,"\u6784\u5efa\u548c\u6d4b\u8bd5":47,"\u6784\u5efaandroid\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":40,"\u6784\u5efaraspberri":41,"\u67b6\u6784\u56fe":25,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":58,"\u67e5\u770b\u8f93\u51fa":59,"\u6837\u4f8b\u6570\u636e":3,"\u6846\u67b6\u751f\u6210":25,"\u6848\u4f8b\u4e00":56,"\u6848\u4f8b\u4e8c":56,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":52,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":52,"\u6982\u5ff5\u89e3\u91ca":20,"\u6982\u8ff0":[42,45],"\u6a21\u5757":25,"\u6a21\u578b":65,"\u6a21\u578b\u4e0b\u8f7d":65,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6a21\u578b\u68c0\u9a8c":33,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":67,"\u6a21\u578b\u8bad\u7ec3":[64,72],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":69,"\u6a21\u578b\u914d\u7f6e":[43,50],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":43,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u6d4b\u8bd5":[54,70],"\u6d4b\u8bd5\u6587\u4ef6":69,"\u6d4b\u8bd5\u6a21\u578b":71,"\u7279\u5f81":70,"\u7279\u5f81\u63d0\u53d6":65,"\u751f\u6210\u5e8f\u5217":46,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":72,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":45,"\u751f\u6210sparse\u6587\u4ef6":25,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":25,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":68,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":72,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":71,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":68,"\u76ee\u5f55\u7ed3\u6784":28,"\u76ee\u6807":25,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":49,"\u76f8\u5173\u6982\u5ff5":45,"\u77e9\u9635":54,"\u793a\u4f8b1":43,"\u793a\u4f8b2":43,"\u793a\u4f8b3":43,"\u793a\u4f8b4":43,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":32,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":69,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":70,"\u7a00\u758f\u8bad\u7ec3":56,"\u7b26\u53f7":27,"\u7b80\u4ecb":[57,72],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":46,"\u7c7b":[27,48],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":38,"\u7ec3\u4e60":64,"\u7ec6\u8282\u63a2\u7a76":64,"\u7ec6\u8282\u63cf\u8ff0":54,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":52,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":33,"\u7f16\u5199yaml\u6587\u4ef6":58,"\u7f16\u8bd1\u548c\u5b89\u88c5":[40,41],"\u7f16\u8bd1\u6d41\u7a0b":36,"\u7f16\u8bd1\u9009\u9879":28,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":34,"\u7f29\u5bb9":19,"\u7f51\u7edc\u53ef\u89c6\u5316":65,"\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":54,"\u81f4\u8c22":0,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":25,"\u89c2\u6d4b\u8bcd\u5411\u91cf":63,"\u8bad\u7ec3":[54,69,70],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":69,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":32,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8bad\u7ec3\u6a21\u578b":[33,38,67,71],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":72,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":45,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":32,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":55,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":68,"\u8bcd\u5411\u91cf\u6a21\u578b":67,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":63,"\u8bcd\u6c47\u8868":43,"\u8be6\u7ec6\u6559\u7a0b":51,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":70,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":43,"\u8f6c\u6362\u5e93":20,"\u8f93\u5165":45,"\u8f93\u5165\u4e0d\u7b49\u957f":43,"\u8f93\u5165\u793a\u4f8b":45,"\u8f93\u51fa":45,"\u8f93\u51fa\u65e5\u5fd7":67,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":52,"\u8fd0\u884c\u5bb9\u5668":58,"\u8fd0\u884cdocker":32,"\u8fd0\u884cpaddlepaddl":35,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":27,"\u8fdb\u884c\u8bad\u7ec3":[20,58],"\u8fdb\u9636\u6307\u5357":50,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":57,"\u901a\u7528":54,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":35,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":67,"\u9047\u5230":32,"\u90e8\u7f72kubernetes\u96c6\u7fa4":57,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":67,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[40,41],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":46,"\u914d\u7f6e\u7f51\u7edc":38,"\u914d\u7f6ekubectl":57,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":57,"\u94a9\u5b50":47,"\u9644\u5f55":67,"\u968f\u673a\u6570":54,"\u96c6\u7fa4\u8bad\u7ec3":56,"\u975e\u6cd5\u6307\u4ee4":32,"\u9884\u5904\u7406":64,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":72,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":72,"\u9884\u6d4b":[64,65,67,70,71],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":72,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":43,"beam_search\u7684\u751f\u6210":43,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":34,"bleu\u8bc4\u4f30":72,"book\u4e2d\u6240\u6709\u7ae0\u8282":31,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":34,"class":29,"cmake\u6e90\u7801\u7f16\u8bd1":32,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":34,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"filemanager\u8bbe\u8ba1\u6587\u6863":25,"float":32,"function":17,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":56,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":51,"gpu\u955c\u50cf\u51fa\u73b0":32,"group\u6559\u7a0b":45,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":59,"kubernetes\u5355\u673a\u8bad\u7ec3":58,"meta\u6587\u4ef6":69,"meta\u914d\u7f6e\u6587\u4ef6":69,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":68,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":69,"org\u6587\u6863":49,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":31,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":31,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"paddle\u7248\u672c\u53f7\u4e3a0":32,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":35,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":34,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":35,"pi\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":41,"pod\u95f4\u901a\u4fe1":59,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":65,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":32,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":67,"return":30,"rnn\u76f8\u5173\u6a21\u578b":44,"rnn\u914d\u7f6e":46,"so\u627e\u4e0d\u5230":37,"ubuntu\u90e8\u7f72paddlepaddl":37,Abs:6,The:[22,29],Using:22,With:24,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,addto:9,aggreg:9,aggregatelevel:9,algorithm:18,api:[1,4,28],applic:4,argument:[26,30],async:54,attent:46,attribut:7,auc:8,avg:12,base:24,basepool:12,batch:30,batch_norm:9,batch_siz:30,beam_search:9,becaus:32,between:16,bidirectional_gru:10,bidirectional_lstm:10,big:32,bilinear_interp:9,bla:34,block_expand:9,book:35,brelu:6,cach:3,capi:28,capi_priv:28,check:9,checkpoint:[18,19],chunk:8,cifar:13,classif:8,classification_error:8,classification_error_print:8,client:22,clone:47,cluster:23,cmake:17,code:24,column_sum:8,commit:47,compos:30,concat:9,config:4,configur:14,conll05:13,connect:9,content:[3,28,32,42,51],context_project:9,conv:9,conv_oper:9,conv_project:9,conv_shift:9,cos_sim:9,cost:9,cp27mu:32,creat:30,creation:21,creator:30,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cuda:[32,34],cudnn:34,cudnnavg:12,cudnnmax:12,custom:30,dat:68,data:[9,13,18,30],datafeed:13,dataprovid:[4,54],dataset:[13,18,21],datatyp:13,decayedadagrad:11,decor:30,deploi:24,descript:26,design:[16,18,21,22,23,29,30],detect:8,detection_map:8,dictionari:30,dispatch:[18,21],distribut:[16,18,24],doc:[16,18,21,22,23,29,30],docker:24,dotmul_oper:9,dotmul_project:9,driver:32,dropout:9,dylib:28,dynam:18,embed:9,entri:30,environ:24,eos:9,evalu:8,event:[15,16],exampl:[16,17,28],except:32,exp:6,expand:[9,42],expandlevel:9,faq:32,fault:18,first_seq:[9,42],fork:47,format:18,from:16,full_matrix_project:9,fulli:9,gate:46,get_output:9,gpu:54,gradient:22,gradient_print:8,group:9,gru:[10,54],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,handler:[16,27],how:30,hsigmoid:9,huber_cost:9,ident:6,identity_project:9,illeg:32,imag:[9,10,24],imagenet:65,imdb:[13,71],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,30],infer:15,ingredi:16,ingress:25,init_hook:3,initi:22,input_typ:3,instruct:32,insuffici:32,interfac:[13,18,22,23,30],interpol:9,isn:30,issu:47,job:[18,24,58],join:9,kubernet:[24,57,58],lambda_cost:9,last_seq:[9,42],layer:[9,16],learnabl:9,libcudart:37,libcudnn:37,libpaddle_capi_shar:28,libpaddle_capi_whol:28,librari:22,linear:6,linear_comb:9,linux_x86_64:32,list:[19,30],log:6,logic:21,lstm:[10,54,70,71],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:30,master:[18,21,24],math:9,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:[9,43,45],messag:32,mini:30,minibatch:13,misc:9,mix:9,mnist:13,model:[4,14,16,22,46,65],momentum:11,movi:68,movielen:13,mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:30,multiplex:9,nce:9,need:30,network:[10,46],neural:46,nlp:[10,54],norm:9,nvprof:51,nvvp:51,object:18,onli:30,optim:[11,18,22],option:26,order:26,pad:9,paddl:[30,31],paddlejob:24,paddlepaddl:[16,49,62],parallel_nn:56,paramet:[7,9,15,16,18,22,23,24,29],partit:22,path:26,perform:54,persist:21,pfsclient:[25,26],pfsserver:25,platform:32,pnpair:8,point:32,pool:[9,12,42],power:9,pre:47,precision_recal:8,prefetch:30,prelu:9,print:8,process:[18,22,24],project:17,protocol:32,provid:[3,30],pull:47,push:47,python:[24,30],queue:[18,21],rank:8,rank_cost:9,rate:68,reader:[13,16,30],recoveri:18,recurr:[9,10,45,46],recurrent_group:9,refer:3,regular:22,reject:32,relu:6,remot:23,repeat:9,request:47,requir:17,reshap:9,resnet:65,retri:21,rmsprop:11,rnn:[43,54],rotat:9,row_conv:9,runtim:24,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,select:22,selective_fc:9,sentiment:13,seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:46,sequence_conv_pool:10,sequencesoftmax:6,server:[18,21,22,24],sgd:54,share:16,shuffl:30,sigmoid:6,simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:30,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,spars:[22,23],spp:9,squar:6,squarerootn:12,stack:71,stanh:6,start:16,store:18,subcommond:26,submit:24,suffici:30,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,support:32,synopsi:26,tabl:28,table_project:9,take:30,tanh:6,task:[18,21],tensor:9,text_conv_pool:10,thi:32,todo:[19,20],toler:18,too:32,train:[15,16,18,23,24,30],trainer:[15,18,22,24],tran:9,trans_full_matrix_project:9,tune:54,uci_h:13,updat:[16,23],usag:30,use:30,user:[18,68],util:8,value_print:8,version:32,vgg_16_network:10,warp_ctc:9,wheel:32,whl:32,why:30,wmt14:13,zoo:65}}) \ No newline at end of file +Search.setIndex({docnames:["about/index_cn","api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/parameters_in_cpp","design/reader/README","design/releasing_process","design/scope","faq/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/ubuntu_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/cross_compiling/cross_compiling_for_android_cn","howto/cross_compiling/cross_compiling_for_raspberry_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["about/index_cn.md","api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","design/scope.md","faq/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/ubuntu_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/cross_compiling/cross_compiling_for_android_cn.md","howto/cross_compiling/cross_compiling_for_raspberry_cn.md","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{},objnames:{},objtypes:{},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":73,"0005\u4e58\u4ee5batch":65,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":72,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":72,"000\u4e2atxt\u6587\u4ef6":72,"000\u4f4d\u7528\u6237\u5bf94":69,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":66,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":69,"000\u90e8\u7535\u5f71\u76841":69,"00186201e":5,"00m":52,"01852v1":9,"03m":52,"0424m":52,"0473v3":10,"05d":65,"0630u":52,"06u":52,"0810u":52,"08823112e":5,"0957m":52,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":55,"0\u5c42\u5e8f\u5217":43,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":72,"0ab":9,"0b1":38,"0rc1":31,"0rc2":31,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":65,"10007_10":72,"10014_7":72,"100m":33,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":66,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":66,"101\u5c42\u7f51\u7edc\u6a21\u578b":66,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":65,"10\u6570\u636e\u96c6":65,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":65,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":65,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":65,"10g":24,"1150u":52,"11\u5b9e\u73b0\u4e86c":28,"11e6":59,"12194102e":5,"124n":52,"128\u7ef4\u548c256\u7ef4":64,"13m":59,"1490u":52,"14\u4ee5\u4e0a":42,"14\u6570\u636e\u96c6":73,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":73,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":57,"152\u5c42\u7f51\u7edc\u6a21\u578b":66,"15501715e":5,"1550u":52,"15\u884c":44,"1636k":73,"16u":52,"173m":66,"173n":52,"1770u":52,"18\u5c81\u4ee5\u4e0b":69,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":59,"197u":52,"1\u7684\u5c42\u4e4b\u5916":57,"1\u7a00\u758f\u6570\u636e":49,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":57,"1\u9664\u4ee5batch":65,"1m\u6570\u636e\u96c6\u4e2d":70,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":70,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":65,"210u":52,"211839e770f7b538e2d8":10,"215n":52,"228u":52,"234m":66,"24\u5c81":69,"2520u":52,"25639710e":5,"25k":68,"2680u":52,"26\u884c":44,"27787406e":5,"279n":52,"27m":52,"285m":52,"2863m":52,"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":52,"2977m":52,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":73,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":33,"2\u4e2a\u6d6e\u70b9\u6570":34,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":60,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":57,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":60,"2nd":9,"302n":52,"30u":52,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":64,"32777140e":5,"328n":52,"32\u7ef4":64,"32u":52,"32x32":13,"331n":52,"3320u":52,"34\u5c81":69,"35\u65f6":73,"36540484e":5,"36u":52,"3710m":52,"3768m":52,"387u":52,"38u":52,"3920u":52,"39u":52,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":73,"3\u53f7gpu":33,"4035m":52,"4090u":52,"4096mb":55,"4279m":52,"43630644e":5,"43u":52,"448a5b355b84":59,"44\u5c81":69,"4560u":52,"4563m":52,"45u":52,"4650u":52,"4726m":52,"473m":59,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":69,"4gb":55,"500\u4e2atxt\u6587\u4ef6":72,"500m":33,"50\u5c42":66,"50\u5c42\u7f51\u7edc\u6a21\u578b":66,"51111044e":5,"514u":52,"525n":52,"526u":52,"53018653e":5,"536u":52,"5460u":52,"5470u":52,"54u":52,"55\u5c81":69,"55g":73,"5690m":52,"573u":52,"578n":52,"5798m":52,"586u":52,"58s":59,"5969m":52,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":64,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":38,"6080u":52,"6082v4":9,"6140u":52,"6305m":52,"639u":52,"64\u5e73\u53f0\u4e3a\u4f8b":[41,42],"64\u73af\u5883":42,"64\u7ef4":64,"655u":52,"6780u":52,"6810u":52,"682u":52,"6970u":52,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":52,"6\u4e2a\u8282\u70b9":53,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":64,"704u":52,"70634608e":5,"7090u":52,"72296313e":5,"72u":52,"73u":52,"75u":52,"760u":52,"767u":52,"783n":52,"784u":52,"78m":52,"7\u7248\u672c\u5f00\u59cb":41,"7eamaa":13,"7kb":59,"8250u":52,"8300u":52,"830n":52,"849m":52,"85625684e":5,"861u":52,"864k":73,"8661m":52,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":64,"877\u884c":64,"892m":52,"901n":52,"90u":52,"918u":52,"9247m":52,"924n":52,"9261m":52,"93137714e":5,"9330m":52,"94u":52,"9530m":52,"96644767e":5,"983m":52,"988u":52,"997u":52,"99982715e":5,"99m":66,"99u":52,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":59,"\u0233":34,"\u03b5":34,"\u4e00":44,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":34,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":65,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":25,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":58,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":59,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":46,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":65,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":46,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":46,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":46,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":72,"\u4e00\u4e2a\u6216\u591a\u4e2a":58,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":33,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":52,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":36,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":43,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":43,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":72,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":36,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":49,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":49,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":49,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":33,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":25,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":55,"\u4e00\u4e2alabel":44,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":47,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":71,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":68,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":58,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":25,"\u4e00\u4eba":44,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":46,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":70,"\u4e00\u65e9":44,"\u4e00\u662fbatch":33,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":53,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":58,"\u4e00\u6b21\u6027\u676f\u5b50":44,"\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":34,"\u4e00\u79cd\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":41,"\u4e00\u7bc7\u8bba\u6587":73,"\u4e00\u7ea7\u76ee\u5f55":[72,73],"\u4e00\u81f4":[43,44],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":31,"\u4e00\u822c\u4ece":48,"\u4e00\u822c\u5728paddlepaddle\u4e2d":44,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,34],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":33,"\u4e00\u822c\u6765\u8bf4":47,"\u4e00\u822c\u800c\u8a00":73,"\u4e00\u822c\u8868\u793a":44,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":68,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,39],"\u4e09\u7ea7\u76ee\u5f55":[72,73],"\u4e0a":48,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":71,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":25,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":72,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":44,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":60,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":25,"\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":41,"\u4e0a\u7f51":44,"\u4e0a\u8fd0\u884c":36,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":33,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":52,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":53,"\u4e0b":65,"\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":52,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":65,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":71,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":66,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":49,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":46,"\u4e0b\u6587\u4f7f\u7528":60,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":59,"\u4e0b\u6b21":44,"\u4e0b\u7684":60,"\u4e0b\u7684\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":42,"\u4e0b\u8868\u5c55\u793a\u4e86batch":66,"\u4e0b\u8f7d":25,"\u4e0b\u8f7d\u5230\u672c\u5730":25,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":59,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":38,"\u4e0b\u8f7d\u6570\u636e\u96c6":65,"\u4e0b\u8f7draspberri":42,"\u4e0b\u8f7dwmt":73,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":52,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":70,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":58,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":28,"\u4e0b\u9762\u5217\u51fa\u4e86":47,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":49,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":60,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":65,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":65,"\u4e0b\u9762\u662fcifar":65,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":49,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":66,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":66,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":49,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":39,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":34,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":43,"\u4e0d":44,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":25,"\u4e0d\u4f1a\u518d\u4ece":33,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":27,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":49,"\u4e0d\u4f7f\u7528c":27,"\u4e0d\u4f7f\u7528swig":27,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":73,"\u4e0d\u540c":71,"\u4e0d\u540c\u4e3b\u673a":58,"\u4e0d\u540c\u4ea7\u54c1":72,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":55,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":66,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":47,"\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":33,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":60,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[3,39],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":58,"\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":46,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":46,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":44,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":58,"\u4e0d\u5728":28,"\u4e0d\u5bb9\u6613\u51fa\u9519":25,"\u4e0d\u5c11":44,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":27,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":46,"\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":73,"\u4e0d\u6307\u5b9a\u65f6":46,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":58,"\u4e0d\u652f\u6301":71,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[3,39],"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":27,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":48,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u592a\u968f\u610f":48,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":48,"\u4e0d\u8fc7":44,"\u4e0d\u8fdc":44,"\u4e0d\u9519":44,"\u4e0e":[60,64,73],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":25,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":31,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":44,"\u4e0e\u53ef\u80fd\u6709\u7684":31,"\u4e0e\u5728":71,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":53,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":60,"\u4e0e\u7ffb\u8bd1":73,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":72,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":73,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":33,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":69,"\u4e0ejob":60,"\u4e0etime":69,"\u4e14":44,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":48,"\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":[3,39],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":58,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":44,"\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":72,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":27,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":27,"\u4e24":44,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":53,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":50,"\u4e24\u4e2a\u5d4c\u5957\u7684":46,"\u4e24\u4e2a\u64cd\u4f5c":52,"\u4e24\u4e2a\u6587\u4ef6\u5939":65,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":71,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":44,"\u4e24\u4e2a\u90e8\u5206":50,"\u4e24\u79cd\u7c7b\u522b":68,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e2a":68,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":33,"\u4e2a\u5355\u8bcd":73,"\u4e2a\u6027\u5316\u63a8\u8350":[31,67],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":70,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":55,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":55,"\u4e2d":[27,28,33,49,60,65,68,70,71,72],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":48,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":64,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":73,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":73,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":44,"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5305\u542b\u4e00\u4e2aandroid\u7248\u672c\u7684\u5e93":41,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":42,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":68,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":73,"\u4e2d\u5305\u542bc":[41,42],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":48,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":48,"\u4e2d\u5b89\u88c5":53,"\u4e2d\u5b8c\u5168\u4e00\u81f4":27,"\u4e2d\u5b8c\u6210":72,"\u4e2d\u5b9a\u4e49":47,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":46,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":28,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":72,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":66,"\u4e2d\u6307\u5b9a":55,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":57,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":66,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":66,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":35,"\u4e2d\u6587\u6587\u6863":50,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":50,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":44,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":69,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":60,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":55,"\u4e2d\u7684":66,"\u4e2d\u7684\u4e00\u884c":[3,48],"\u4e2d\u7684\u5185\u5bb9":71,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":48,"\u4e2d\u7684\u63a5\u53e3":70,"\u4e2d\u7684\u6570\u636e":66,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":70,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":66,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":72,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":70,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":73,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":58,"\u4e2d\u7684\u7b2ci\u884c":73,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":69,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":72,"\u4e2d\u83b7\u53d6":60,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":53,"\u4e2d\u8bbe\u7f6e":53,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":53,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":49,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":33,"\u4e3a":[3,41,42,47],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":72,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":48,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":49,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":36,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":72,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":58,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":49,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":25,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":46,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd":36,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":48,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":53,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":28,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":53,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":[41,42],"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":52,"\u4e3a\u4e86\u8fd8\u539f":34,"\u4e3a\u4f8b":68,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":53,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":68,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":33,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":52,"\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":64,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":53,"\u4e3a\u6b64":59,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":49,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":53,"\u4e3ajson\u6216yaml\u683c\u5f0f":70,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":49,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":55,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":25,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":39,"\u4e3b\u8981\u539f\u56e0":44,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":33,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":65,"\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":33,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":68,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":33,"\u4e3e\u4f8b":33,"\u4e3e\u4f8b\u8bf4\u660e":44,"\u4e4b\u524d":48,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":68,"\u4e4b\u540e":[34,39,49],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":53,"\u4e4b\u540e\u4f7f\u7528":49,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":49,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":49,"\u4e4b\u540e\u5b9a\u4e49\u7684":65,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":28,"\u4e4b\u95f4\u7684\u8ddd\u79bb":34,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":46,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":49,"\u4e58\u9664\u7b49\u65f6\u5019":33,"\u4e5d\u4e2a":71,"\u4e5f":44,"\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":46,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":28,"\u4e5f\u4e0d\u751f\u6210":28,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":48,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":58,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":36,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":46,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":52,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":60,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":68,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":58,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":[41,42],"\u4e5f\u5c31\u662f":48,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":68,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":48,"\u4e5f\u5c31\u662f\u8bf4":[55,57,64],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":70,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":60,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":52,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":44,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":58,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":46,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":33,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":68,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":65,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e66\u5199":27,"\u4e7e":44,"\u4e86":44,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":52,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":47,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":47,"\u4e8c\u7ea7\u76ee\u5f55":[72,73],"\u4e8c\u7ef4\u77e9\u9635":66,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":44,"\u4e8c\u8fdb\u5236":64,"\u4e92\u76f8\u901a\u4fe1":58,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":72,"\u4e94\u661f\u7ea7":44,"\u4e9a\u9a6c\u900a":72,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe":42,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":41,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":41,"\u4ea4\u53c9\u7f16\u8bd1raspberri":42,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":41,"\u4ea4\u901a":44,"\u4ea4\u901a\u4fbf\u5229":44,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[41,42],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":36,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec0\u4e48":70,"\u4ec5\u4ec5\u4f7f\u7528":27,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":72,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":70,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":70,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":72,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":49,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":49,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":60,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":41,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1raspberri":42,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":58,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":68,"\u4ece":[31,52,71],"\u4ece0\u5230num":55,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":46,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":52,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":34,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":72,"\u4ece\u5927\u5230\u5c0f":73,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":71,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":44,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":68,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":[41,42],"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":73,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":72,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":73,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":49,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":34,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":68,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":73,"\u4ece\u8bed\u4e49\u4e0a\u770b":46,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":44,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":34,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":64,"\u4ececmake":41,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ecestart":55,"\u4ecetest":73,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":48,"\u4ed4\u7ec6\u89c2\u5bdf":66,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":28,"\u4ed6\u4eec\u5206\u522b\u662f":44,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":44,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":66,"\u4ed6\u662f\u5c06":28,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":27,"\u4ee3\u66ff":60,"\u4ee3\u7801":70,"\u4ee3\u7801\u4e2d9":44,"\u4ee3\u7801\u5982\u4e0b":47,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":48,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":27,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":60,"\u4ee3\u8868\u7f16\u53f7":70,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a":48,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\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":36,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":36,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":36,"\u4ee5\u4e0b":[20,70],"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":47,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":69,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":36,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":48,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":68,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":53,"\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":64,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":53,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":36,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":25,"\u4ee5\u4fbf\u7528\u6237":53,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":49,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":49,"\u4ee5\u5206\u7c7b\u6765\u81ea":72,"\u4ee5\u53ca":49,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":47,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":43,"\u4ee5\u53ca\u5728wmt":73,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":65,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":36,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":42,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":46,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":49,"\u4ee5\u53caandroid":41,"\u4ee5\u53caandroid\u6240\u9700":41,"\u4ee5\u53canumpi":20,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":70,"\u4ee5\u53carelu":49,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":[41,42],"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[41,42],"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":53,"\u4ee5\u9017\u53f7":64,"\u4ee5\u9017\u53f7\u95f4\u9694":55,"\u4ef7\u683c":44,"\u4efb\u52a1":70,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":53,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":44,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f18\u5316":72,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":49,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":60,"\u4f1a\u5171\u4eab\u53c2\u6570":33,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":55,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":44,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":60,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":50,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":33,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":46,"\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":46,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":33,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":46,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":46,"\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":49,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":48,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":73,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":60,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":46,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":46,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":48,"\u4f20\u5165":[3,20],"\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":33,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":55,"\u4f46":28,"\u4f46\u4e0d\u66b4\u9732":28,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":49,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":55,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":44,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":44,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":34,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":46,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":35,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":31,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":44,"\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":31,"\u4f46\u662f":[33,44],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":36,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":53,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":28,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":54,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":44,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":36,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":48,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":35,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":57,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":33,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":27,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":73,"\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":72,"\u4f46\u662fbatch":33,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[3,39],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[3,39],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":44,"\u4f4f":44,"\u4f53\u88c1\u5b57\u5178":70,"\u4f53\u88c1\u5b57\u6bb5":70,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":70,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":70,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":44,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":47,"\u4f5c\u4e3a\u53c2\u6570\u7684id":33,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":46,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":69,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":27,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":34,"\u4f5c\u4e3a\u8f93\u51fa":47,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":53,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":44,"\u4f5c\u5bb6":69,"\u4f5c\u7528":43,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":66,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":68,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":64,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":66,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":36,"\u4f60\u53ea\u9700\u5b8c\u6210":53,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":68,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":73,"\u4f60\u53ef\u4ee5\u4f7f\u7528":66,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":72,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":53,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":53,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":70,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":70,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":57,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":66,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":66,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":70,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":64,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":73,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":66,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":66,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":73,"\u4f60\u5c06\u5728\u76ee\u5f55":72,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":70,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":53,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":53,"\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":49,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":57,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":49,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":70,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":49,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":68,"\u4f7f\u5f97":34,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":73,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":33,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":49,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":34,"\u4f7f\u7528":[28,31,33,36,44,46,47,49,52,55,68,71,72],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":57,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":57,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":66,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":57,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":57,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":49,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":33,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":59,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":33,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":71,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":38,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":64,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":72,"\u4f7f\u7528\u52a8\u6001\u5e93":27,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":33,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":33,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":65,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":64,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":47,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":60,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":59,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":33,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528\u6848\u4f8b":56,"\u4f7f\u7528\u7684":33,"\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":41,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":28,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":55,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":46,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":66,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":55,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":55,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":73,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":71,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":65,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":44,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":49,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":72,"\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":64,"\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":55,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":57,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":57,"\u4f7f\u7528cpu\u8bad\u7ec3":72,"\u4f7f\u7528init":57,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":44,"\u4f7f\u7528max":65,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":44,"\u4f7f\u7528model":57,"\u4f7f\u7528paddlepaddl":68,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":65,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":55,"\u4f7f\u7528regress":31,"\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":65,"\u4f86":44,"\u4f8b\u5982":[3,20,27,28,31,33,35,39,44,47,49,52,53,54,55,57,60,66,68,70,72],"\u4f8b\u5982\u4e0a\u6587\u7684pod":58,"\u4f8b\u5982\u4e0a\u9762\u7684":34,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":53,"\u4f8b\u5982\u4f7f\u7528":33,"\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":44,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":44,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":44,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":33,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":65,"\u4f8b\u5982c":27,"\u4f8b\u5982hostpath":58,"\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":60,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":27,"\u4f8b\u5982python\u7684":27,"\u4f8b\u5982sigmoid":49,"\u4f8b\u5982sigmoid\u53d8\u6362":68,"\u4f8b\u5b50\u4e2d\u662f":49,"\u4f8b\u5b50\u4e2d\u662f0":49,"\u4f8b\u5b50\u4e2d\u662f100":49,"\u4f8b\u5b50\u4e2d\u662f4096":49,"\u4f8b\u5b50\u4e2d\u662f8192":49,"\u4f8b\u5b50\u4e2d\u662ffc":49,"\u4f8b\u5b50\u4e2d\u662fsoftmax":49,"\u4f8b\u5b50\u4f7f\u7528":58,"\u4f9bpaddlepaddle\u52a0\u8f7d":55,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":72,"\u4f9d\u6b21\u7c7b\u63a8":31,"\u4f9d\u8d56\u4e8epython\u7684":65,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":58,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":58,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":36,"\u4fbf\u5229":44,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":44,"\u4fbf\u5b9c":44,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":27,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":55,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":73,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":55,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":55,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":66,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":48,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":53,"\u4fee\u590d\u6240\u6709bug\u540e":31,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":31,"\u4fee\u590dubuntu":31,"\u4fee\u6539":[58,59],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":59,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":52,"\u4fee\u6539\u6587\u6863":51,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[44,48],"\u503c\u5f97\u6df1\u5165\u5206\u6790":52,"\u503c\u7c7b\u578b":57,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":33,"\u5047\u8bbe":49,"\u5047\u8bbe\u53d8\u91cf":34,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":36,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":49,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":64,"\u504f\u7f6e\u53c2\u6570":66,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":49,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":31,"\u505a\u63a5\u53e3":27,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":55,"\u505c\u7535":44,"\u50cf":36,"\u513f\u7ae5\u7247":69,"\u5143\u7d20":43,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":43,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":28,"\u5148\u8c03\u7528initializer\u51fd\u6570":68,"\u5168\u5bb6":44,"\u5168\u8fde\u63a5\u5c42":[34,64,65,70],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":49,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":70,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":66,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":49,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":49,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":49,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":49,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":71,"\u516c\u5f0f":36,"\u516c\u94a5\u5199\u5165":53,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":71,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":71,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":60,"\u5171\u670932":64,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":65,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":44,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":48,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":60,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":39,"\u5173\u4e8eunbound":46,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":65,"\u5173\u952e\u8bcd\u5305\u62ec":48,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":65,"\u5176\u4e2d":[3,27,31,33,34,39,41,42,47,49,64,65,66],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":66,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":65,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":65,"\u5176\u4e2d\u5305\u542b6":69,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":65,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":72,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":71,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":73,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":68,"\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":43,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":73,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":73,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":73,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":66,"\u5176\u4e2dbeam":73,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":55,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":55,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":5,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":39,"\u5176\u4ed6":69,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":36,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":73,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":33,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":33,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":28,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":68,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":57,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":31,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[41,42],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":47,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":49,"\u5176\u4f59\u884c\u662f":64,"\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":70,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":58,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":68,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":68,"\u5176\u5b83layer\u7684\u8f93\u51fa":46,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":33,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":58,"\u5176\u6b21":[3,44,68],"\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":71,"\u5176\u8bf4\u660e\u5982\u4e0b":44,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":73,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":47,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[28,33],"\u5177\u4f53\u539f\u56e0\u53c2\u8003":28,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,49],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":46,"\u5177\u4f53\u5982\u4e0b":36,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":52,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":33,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":68,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":33,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":66,"\u5177\u4f53\u8bf7\u53c2\u8003":[3,28,48],"\u5177\u4f53\u8bf7\u89c1":48,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":44,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":72,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":47,"\u5185\u5b58":52,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":55,"\u5185\u5bb9":68,"\u5185\u5bb9\u5982\u4e0b":59,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":44,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":60,"\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":36,"\u5185\u90e8":60,"\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":70,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":27,"\u518d\u57fa\u4e8e":31,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":44,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":44,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":44,"\u518d\u6307\u5b9a":35,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":52,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":49,"\u518d\u901a\u8fc7\u51fd\u6570":60,"\u5192\u9669\u7247":69,"\u5197\u4f59\u7b49\u529f\u80fd":58,"\u5199\u4ee3\u7801":27,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":73,"\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":49,"\u519c\u6c11":69,"\u51c6\u5907":44,"\u51c6\u5907\u597d\u6570\u636e":70,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":33,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":33,"\u51cf\u5c0fbatch":33,"\u51fa\u53bb\u73a9":44,"\u51fa\u5dee":44,"\u51fa\u6765":44,"\u51fa\u73b0":33,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":33,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":33,"\u51fd\u6570":[3,34,47,49,52,71,72],"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":53,"\u51fd\u6570\u5047\u8bbe":47,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":52,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":46,"\u51fd\u6570\u540d\u4e3a":28,"\u51fd\u6570\u547d\u540d":27,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":49,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":49,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":46,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":49,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":52,"\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":49,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":49,"\u5206\u4e3a\u597d\u8bc4":68,"\u5206\u522b\u4e3a":64,"\u5206\u522b\u4e3atrain":73,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":46,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":44,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":73,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":46,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":34,"\u5206\u522b\u662f":43,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":47,"\u5206\u522b\u662fsentences\u548clabel":44,"\u5206\u522b\u662fwords\u548clabel":44,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":49,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":44,"\u5206\u5272":[69,71],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":70,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":58,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":[31,48],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":31,"\u5206\u652f\u4e0a":48,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":48,"\u5206\u652f\u4e2d":31,"\u5206\u652f\u4e3a\u5f00\u53d1":31,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":31,"\u5206\u652f\u4e3a\u7a33\u5b9a":31,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":31,"\u5206\u652f\u5408\u5165":31,"\u5206\u652f\u5408\u5165master\u5206\u652f":31,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":31,"\u5206\u652f\u540d":48,"\u5206\u652f\u540d\u4e3a":31,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":31,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":31,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":41,"\u5206\u652f\u89c4\u8303":48,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":52,"\u5206\u7247":19,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":72,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":66,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":64,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":64,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":64,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":55,"\u5206\u9694":[64,70],"\u5206\u9694\u7b26\u4e3a":69,"\u5207\u6362\u5230":48,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":48,"\u5217\u8868":70,"\u5217\u8868\u5982\u4e0b":[3,39],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":49,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":71,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":55,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":55,"\u5219\u5148\u505a\u5d4c\u5165":70,"\u5219\u53ef\u4ee5\u50cf":53,"\u5219\u53ef\u8bbe\u7f6e":[41,42],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":68,"\u5219\u5ffd\u7565":19,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":55,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":3,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":52,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":55,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5219\u8bbe\u7f6e\u6210":[41,42],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":33,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5219\u9700\u8981\u914d\u7f6e":58,"\u5219\u9700\u9009\u7528":42,"\u521b\u5efa\u4e00\u4e2akubernet":60,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":36,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":48,"\u521b\u5efa\u6210\u529f\u540e":60,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":73,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":49,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":49,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":55,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":64,"\u521d\u59cb\u5316\u7236\u7c7b":49,"\u521d\u59cb\u5316biases_":49,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":46,"\u5220\u9664":48,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":33,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":68,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":33,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":70,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":72,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":46,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":68,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":58,"\u5229\u843d":44,"\u522b\u4eba\u5e2e\u4e86\u5fd9":48,"\u5230":[19,33,47],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":53,"\u5230\u672c\u5730":48,"\u5230\u6b64":36,"\u5230\u76ee\u524d\u4e3a\u6b62":71,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":60,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":36,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":36,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":60,"\u5237\u7259":44,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":60,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":73,"\u524d\u53f0":44,"\u524d\u5411\u4f20\u64ad":49,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":49,"\u524d\u5411\u548c\u540e\u5411":49,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":48,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u529f\u80fd":25,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":31,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":49,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":68,"\u52a0\u5165":52,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":47,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":47,"\u52a0\u8f7d\u6570\u636e":71,"\u52a0\u8f7d\u6a21\u578b":71,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":73,"\u52a0\u8f7dtest":55,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":33,"\u52a8\u4f5c\u7247":69,"\u52a8\u6001\u5e93":27,"\u52a8\u753b\u7247":69,"\u52a8\u8bcd":71,"\u52a9\u624b":49,"\u5305\u542b12":72,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":64,"\u5305\u542b3\u4e2a\u5c5e\u6027":64,"\u5305\u542b50":72,"\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":36,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":33,"\u5305\u62ec":[20,55,68,71,73],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":69,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":33,"\u5305\u62ec\u6570\u636e\u8f93\u5165":34,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u5305\u62ec\u751f\u6210cpu":35,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":39,"\u5305\u62ec\u7b80\u5355\u7684":68,"\u5305\u62ecbool":57,"\u5305\u62ecdocker\u955c\u50cf":37,"\u5305\u62eclinux":36,"\u5305\u662f\u6700\u65b0\u7684":33,"\u5305\u6bd4\u8f83\u8001":33,"\u5305\u7684\u65b9\u6cd5\u662f":33,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":44,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":44,"\u533b\u751f":69,"\u533b\u7597\u4fdd\u5065":69,"\u5341\u4e00":44,"\u5347\u5e8f\u6392\u5217":73,"\u534e\u6da6\u4e07\u5bb6":44,"\u534f\u540c\u5b8c\u6210releas":31,"\u5355\u4e2a\u503c":20,"\u5355\u4f4d\u662fmb":55,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":33,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":54,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":44,"\u5355\u53cc\u5c42rnn":45,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":34,"\u5355\u5c42":46,"\u5355\u5c42\u4e0d\u7b49\u957frnn":44,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":44,"\u5355\u5c42\u5e8f\u5217":43,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":43,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":43,"\u5355\u5c42\u6216\u53cc\u5c42":43,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":44,"\u5355\u5c42rnn":[44,46],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":44,"\u5355\u673acpu\u8bad\u7ec3":33,"\u5355\u673agpu\u8bad\u7ec3":33,"\u5355\u6b65\u51fd\u6570":47,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":47,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":47,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":47,"\u5355\u70b9\u6545\u969c":19,"\u5355\u8fdb\u5355\u51fa":46,"\u5360\u4f4d\u7b26":64,"\u536b\u751f":44,"\u5373":[28,33,34,50,60,68,72],"\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":44,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":44,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":44,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":44,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":44,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":44,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":44,"\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":55,"\u5373\u4f7fc":28,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4f8b\u5982":28,"\u5373\u4fbf\u8bbe\u7f6e":33,"\u5373\u4fbfpaddl":28,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":46,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":47,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":72,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":44,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":46,"\u5373\u53ef":[34,48],"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":33,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":50,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":44,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":33,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[3,39],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":28,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":68,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":44,"\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":44,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":34,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":46,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":44,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":43,"\u5373\u6574\u6570\u6570\u7ec4":44,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":44,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":44,"\u5373\u66b4\u9732":28,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":72,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":72,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":44,"\u5373\u7f51\u5361\u540d":60,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":33,"\u5373\u8bbe\u7f6e":33,"\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":33,"\u5373input":46,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":44,"\u5377\u79ef\u5c42":65,"\u5377\u79ef\u5c42\u6743\u91cd":66,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":65,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":65,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":65,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":65,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":68,"\u5378\u8f7dpaddlepaddle\u5305":33,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":44,"\u539f\u56e0":48,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":33,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":38,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":48,"\u53bb\u8fc7":44,"\u53c2\u6570":[3,7,8,9,10,11,12,13,15,27,49,54,60,64,66,72],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":33,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":71,"\u53c2\u6570\u5373\u53ef":72,"\u53c2\u6570\u540d":66,"\u53c2\u6570\u6570\u91cf":68,"\u53c2\u6570\u670d\u52a1\u5668":54,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":55,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":55,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":55,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":55,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":55,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":33,"\u53c2\u6570\u6982\u8ff0":56,"\u53c2\u6570\u7684\u89e3\u6790":60,"\u53c2\u6570\u7ef4\u5ea6":64,"\u53c2\u6570\u884c":64,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":44,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":47,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":48,"\u53c2\u8003":[25,27,58],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":52,"\u53c2\u8003\u6587\u732e":73,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":44,"\u53c2\u8003\u955c\u50cf\u7684":60,"\u53c8":44,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":43,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":33,"\u53ca":49,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":47,"\u53cc\u5411\u9a8c\u8bc1":25,"\u53cc\u5c42":46,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":44,"\u53cc\u5c42\u5e8f\u5217":43,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":43,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":44,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":43,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":46,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":43,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":43,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":44,"\u53cc\u5c42rnn":46,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":44,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":44,"\u53cc\u8fdb\u5355\u51fa":46,"\u53cc\u8fdb\u53cc\u51fa":46,"\u53cd\u4e4b\u5219":71,"\u53cd\u5411\u4f20\u64ad":49,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":49,"\u53d1\u5e03":36,"\u53d1\u5e03\u5230dockerhub":31,"\u53d1\u5e03\u5230github":31,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":33,"\u53d1\u884c\u548c\u7ef4\u62a4":48,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":55,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":35,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":35,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":35,"\u53d8\u6362\u77e9\u9635":49,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":44,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":69,"\u53e5\u5b50":72,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":71,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":68,"\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":72,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":36,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":52,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":36,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":33,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":36,"\u53e6\u4e00\u65b9\u9762":72,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":57,"\u53e6\u5916":44,"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":66,"\u53ea\u4f5c\u4e3aread":46,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":55,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":69,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":35,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":66,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":44,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":68,"\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":36,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":28,"\u53ea\u6709":44,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":64,"\u53ea\u6709\u542b\u6709\u4eba":69,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":55,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":46,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":57,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":27,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":44,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":33,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":36,"\u53ea\u8bfbmemory\u8f93\u5165":46,"\u53ea\u9488\u5bf9\u5185\u5b58":33,"\u53ea\u9700\u4e2d\u65ad":53,"\u53ea\u9700\u4f7f\u7528":53,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":72,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":73,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":53,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":47,"\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":19,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":73,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":70,"\u53ea\u9700\u8981\u8fd0\u884c":70,"\u53ef\u4ee5":[44,48,53],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":36,"\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":33,"\u53ef\u4ee5\u4f7f\u7528":33,"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":38,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":33,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":55,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":60,"\u53ef\u4ee5\u4f7f\u7528python\u7684":5,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":33,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":59,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":65,"\u53ef\u4ee5\u53c2\u8003":[44,47,48,58,60,73],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":64,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":39,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":52,"\u53ef\u4ee5\u5728":36,"\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":60,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":71,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":71,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":48,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":58,"\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":58,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":46,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":52,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":36,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":50,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":44,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":72,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[43,46],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":46,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":49,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":46,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":46,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":55,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u67e5\u770b":60,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":59,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":57,"\u53ef\u4ee5\u7528":25,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":65,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":58,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":5,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":48,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":52,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":43,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":52,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":31,"\u53ef\u4ee5\u7f16\u5199":36,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":33,"\u53ef\u4ee5\u8bbe\u7f6e":[41,42,65],"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":39,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":70,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":65,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":57,"\u53ef\u4ee5\u901a\u8fc7":[48,58],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":47,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":5,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":68,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":57,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":68,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":60,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":33,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":33,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":52,"\u53ef\u8bbe\u7f6e":41,"\u53ef\u9009":[3,49],"\u53f3\u8fb9\u662f":66,"\u5403":44,"\u5403\u996d":44,"\u5404\u65b9\u9762":44,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":65,"\u5408":44,"\u5408\u5e76":73,"\u5408\u5e76\u6bcf\u4e2a":73,"\u5408\u7406":44,"\u540c\u65f6":[33,52],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":35,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":33,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":48,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":46,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":68,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":66,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":68,"\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":52,"\u540c\u65f6\u518d\u5c06":31,"\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":33,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":33,"\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":31,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":37,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":57,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":33,"\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":39,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":55,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":46,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":55,"\u540d\u5b57\u4fee\u9970":27,"\u540d\u79f0":68,"\u540e":[33,35,41,42,48,60,72],"\u540e\u5411\u4f20\u64ad":49,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":49,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":72,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411\u91cfenable_parallel_vector":54,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":31,"\u5426":35,"\u5426\u5219":[2,41,42,53,70],"\u5426\u5219\u4f1a\u628a":48,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":73,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":55,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":55,"\u5426\u5219\u4f7f\u7528gpu":57,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":47,"\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":53,"\u5426\u5b9a":71,"\u542b\u4e49":[66,72],"\u542b\u6709":69,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":49,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":49,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":49,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":60,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":55,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":55,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":55,"\u5440":44,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":70,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":70,"\u5468\u56f4":44,"\u547d\u4ee4":53,"\u547d\u4ee4\u4e3a":[33,59],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":59,"\u547d\u4ee4\u5220\u9664":[41,42],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":35,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":68,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":68,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":35,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":53,"\u547d\u540d\u4e3a":48,"\u547d\u540d\u7a7a\u95f4":58,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":58,"\u548c":[20,27,28,31,33,34,35,41,42,44,47,48,49,50,52,53,57,58,64,65,68,70,73],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":44,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,39],"\u548c\u4e2d\u6587\u6587\u6863":50,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":33,"\u548c\u504f\u7f6e\u5411\u91cf":49,"\u548c\u533a\u57df\u6807\u8bb0":71,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":43,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":58,"\u548c\u5dee\u8bc4":68,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":43,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":47,"\u548c\u68af\u5ea6\u622a\u65ad":68,"\u548c\u6a21\u578b\u8def\u5f84":72,"\u548c\u771f\u5b9e":34,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":44,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u548c\u7b2c6\u884c\u7684":73,"\u548c\u90e8\u5206layer":46,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":73,"\u548cargument":71,"\u548ccudnn":38,"\u548cpool":43,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":66,"\u54c1\u8d28":44,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u54ea\u4e9b\u4e0d\u662f":44,"\u5546\u52a1":44,"\u554a":44,"\u559c\u5267\u7247":69,"\u5668":68,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[3,39],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":34,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":49,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":71,"\u56e0\u4e3a\u53c2\u6570":57,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":47,"\u56e0\u4e3a\u5b83\u6bd4":47,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":60,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":58,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":65,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":36,"\u56e0\u4e3apaddlepaddle\u7684v2":50,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":33,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":27,"\u56e0\u6b64":[2,3,44,46,49],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":44,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":64,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":69,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":65,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":44,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":49,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":54,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":66,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":33,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":72,"\u56fe":[66,72],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":72,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":72,"\u56fe\u50cf\u5206\u7c7b":[31,67],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":66,"\u56fe\u50cf\u63cf\u8ff0":73,"\u56fe\u7247\u5206\u4e3a10\u7c7b":65,"\u56fe\u7684\u5e95\u90e8\u662fword":72,"\u56fe\u8868":[36,72],"\u5728":[3,28,31,38,43,44,47,48,53,66,68,69,71],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":59,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":49,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":71,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":55,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":44,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":59,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":68,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":65,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":58,"\u5728\u4e4b\u540e\u7684":33,"\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":73,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":72,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":39,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":49,"\u5728\u51c6\u5907\u53d1\u8d77":48,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u51fd\u6570":60,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":55,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":55,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":44,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":55,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":55,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":44,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":33,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":44,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":58,"\u5728\u542f\u52a8job\u4e4b\u524d":60,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":48,"\u5728\u56fd\u5185":36,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":55,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":39,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":39,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":28,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":60,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":60,"\u5728\u5c42\u4e2d\u6307\u5b9a":57,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":46,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":[20,65],"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":28,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":49,"\u5728\u5f97\u5230":60,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":47,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":72,"\u5728\u63d0\u4ea4":48,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":39,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":68,"\u5728\u6587\u4ef6":70,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":72,"\u5728\u672c\u4f8b\u4e2d":[44,48,57],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[47,65],"\u5728\u672c\u6587\u4e2d":53,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":53,"\u5728\u672c\u6587\u6863\u4e2d":25,"\u5728\u672c\u6f14\u793a\u4e2d":72,"\u5728\u672c\u793a\u4f8b\u4e2d":[44,72],"\u5728\u672c\u8282\u4e2d":47,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":55,"\u5728\u6837\u4f8b\u4e2d":28,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":53,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":68,"\u5728\u6b64":[0,54,57],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":68,"\u5728\u6b64\u611f\u8c22":64,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":47,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":44,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":47,"\u5728\u6bcf\u4e2apod\u4e0a\u90fd\u901a\u8fc7volume\u65b9\u5f0f\u6302\u8f7d\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u7684\u4e00\u4e2a\u76ee\u5f55\u7528\u4e8e\u4fdd\u5b58\u8bad\u7ec3\u6570\u636e\u548c\u8f93\u51fa\u7ed3\u679c":60,"\u5728\u6bcf\u8bad\u7ec3":70,"\u5728\u6d4b\u8bd5\u9636\u6bb5":55,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":66,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":48,"\u5728\u6f14\u793a\u4e2d":71,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":58,"\u5728\u751f\u6210\u65f6":47,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":73,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":73,"\u5728\u7528\u6237\u4f7f\u7528c":28,"\u5728\u7528\u6237\u6587\u4ef6user":70,"\u5728\u7528\u6237\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0":41,"\u5728\u7535\u5f71\u6587\u4ef6movi":70,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":73,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":73,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":73,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":73,"\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":65,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u7ec4\u5408\u65f6":39,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":50,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[41,42],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":49,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":73,"\u5728\u811a\u672c":70,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":43,"\u5728\u8bad\u7ec3\u4e2d":47,"\u5728\u8bad\u7ec3\u4e4b\u524d":60,"\u5728\u8bad\u7ec3\u4e86":70,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":70,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":65,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":64,"\u5728\u8bad\u7ec3\u65f6":59,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[60,73],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":55,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8bbe\u7f6e":[41,42],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":31,"\u5728\u8be5\u914d\u7f6e\u76847":44,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":73,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":68,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":52,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":46,"\u5728\u8fd0\u884c":72,"\u5728\u8fd9\u4e2a":31,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":73,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[34,72],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[49,59],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":44,"\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":52,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":47,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":71,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":31,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":70,"\u5728\u8fd9\u4e9blayer\u4e2d":44,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":72,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[47,49],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":46,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":59,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":60,"\u5728\u8fd9\u91cc":46,"\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":49,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":39,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":66,"\u5728\u91c7\u7528sgd":33,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":57,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":72,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":72,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":41,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":41,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":58,"\u5728c":27,"\u5728c\u7684\u5934\u6587\u4ef6":27,"\u5728cub":65,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":3,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":58,"\u5728linux\u4e0b":73,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":70,"\u5728movielen":70,"\u5728paddl":60,"\u5728paddle\u4e2d":57,"\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":20,"\u5728paddlepaddle\u4e2d":[39,46],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":44,"\u5728paddlepaddle\u91cc":34,"\u5728paramet":19,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":46,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":46,"\u5728trainer":57,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":44,"\u5730\u7406\u4f4d\u7f6e":44,"\u5730\u94c1\u7ad9":44,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":28,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":66,"\u5747\u5300\u5206\u5e03":33,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":55,"\u5747\u662f\u5728":28,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":44,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":44,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":46,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":70,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":25,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,68],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":40,"\u57fa\u672c\u76f8\u540c":64,"\u586b\u5199":48,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":59,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":57,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":49,"\u58f0\u660epython\u6570\u636e\u6e90":70,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":52,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":68,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":46,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":70,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":65,"\u5907\u6ce8":52,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":52,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":44,"\u5916\u5c42outer_step\u4e2d":44,"\u591a\u4e2a\u503c":20,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":68,"\u591a\u4e2aparamet":19,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":46,"\u591a\u673a\u8bad\u7ec3":33,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":46,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":72,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":49,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":49,"\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":71,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":49,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":27,"\u5927\u5b66\u751f":69,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":36,"\u5927\u5c0f":53,"\u5929":44,"\u5929\u4e00\u5e7f\u573a":44,"\u5929\u4e00\u9601":44,"\u5929\u732b":72,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":49,"\u5934\u6587\u4ef6\u5982\u4e0b":49,"\u5947\u5e7b\u7247":69,"\u597d":44,"\u597d\u5403":44,"\u597d\u8bc4":68,"\u5982":[3,47,48,53,57],"\u59822":53,"\u5982\u4e0b":[3,70,72],"\u5982\u4e0b\u56fe\u6240\u793a":[44,52,65],"\u5982\u4e0b\u6240\u793a":[57,66,70],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":68,"\u5982\u4f55":70,"\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":51,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":51,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":68,"\u5982\u4fe1\u606f\u63d0\u53d6":71,"\u5982\u56fe2\u6240\u793a":72,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":72,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":73,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":49,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":66,"\u5982\u679c\u4e0d\u4e3a0":55,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":68,"\u5982\u679c\u4e0d\u6536\u655b":33,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":70,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":55,"\u5982\u679c\u4e3afals":55,"\u5982\u679c\u4e3atrue":[3,55],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":35,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":48,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":55,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":72,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":47,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":72,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":57,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":55,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":73,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":72,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[41,42],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":47,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":65,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":49,"\u5982\u679c\u4f7f\u7528":[53,64],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":38,"\u5982\u679c\u4f7f\u7528nvidia":36,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":58,"\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":33,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":33,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":64,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":55,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":55,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":55,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":33,"\u5982\u679c\u5931\u8d25":31,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":71,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":33,"\u5982\u679c\u5df2\u5b89\u88c5":71,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":60,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":35,"\u5982\u679c\u60a8":36,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":36,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":70,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":52,"\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":52,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":52,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":44,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":52,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":52,"\u5982\u679c\u6267\u884c\u5931\u8d25":58,"\u5982\u679c\u6267\u884c\u6210\u529f":66,"\u5982\u679c\u63d0\u793a\u6b63\u786e":50,"\u5982\u679c\u63d0\u793a\u9519\u8bef":50,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":72,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":58,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u662f\u5e8f\u5217":70,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":46,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":46,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":48,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":31,"\u5982\u679c\u672a\u8bbe\u7f6e":55,"\u5982\u679c\u672a\u8bbe\u7f6egpu":57,"\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":52,"\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":55,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":46,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":73,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6ca1\u8fc7":48,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":55,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\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":64,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":33,"\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":52,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":53,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":33,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":49,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":47,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":72,"\u5982\u679c\u8981\u4f7f\u7528gpu":36,"\u5982\u679c\u8981\u542f\u7528gpu":53,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":48,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":48,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":33,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":70,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":33,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":55,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":48,"\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":36,"\u5982\u679c\u8fd0\u884c":33,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[66,72],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":53,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":36,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":49,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":49,"\u5982\u679clearning_rate\u592a\u5927":33,"\u5982\u679clearning_rate\u592a\u5c0f":33,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":33,"\u5982\u679cparamet":19,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":48,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":33,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":48,"\u5982\u9ad8\u4eae\u90e8\u5206":52,"\u5b50":44,"\u5b50\u53e5":46,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":46,"\u5b57\u5178":73,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":73,"\u5b57\u5178\u5171\u5305\u542b":64,"\u5b57\u5178\u6587\u4ef6":[71,72],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":64,"\u5b57\u5178imdb":72,"\u5b57\u6bb5\u4e2d":60,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":60,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":60,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b58\u50a8\u5377":58,"\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":72,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":73,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":70,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":72,"\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u5b66\u4e60\u7b97\u6cd5":34,"\u5b66\u672f":69,"\u5b81\u6ce2":44,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":72,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":34,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":53,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":66,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":49,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":49,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":38,"\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":73,"\u5b83\u53eb\u505a":47,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":72,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":53,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":48,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":52,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":73,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":49,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":73,"\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":53,"\u5b83\u5b9a\u4e49\u4e86":47,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":34,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":47,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":53,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":73,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":66,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":73,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":49,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":44,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":44,"\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":53,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":73,"\u5b83\u7684":47,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":72,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":43,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":72,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":49,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":72,"\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":72,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":34,"\u5b83\u8fd4\u56degen":73,"\u5b83\u8fd4\u56detrain":73,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":72,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":49,"\u5b89\u6392":44,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":40,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":38,"\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":50,"\u5b89\u88c5\u5b8c\u6210\u540e":38,"\u5b89\u88c5\u6587\u6863":39,"\u5b89\u88c5\u6d41\u7a0b":68,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5paddlepaddl":68,"\u5b89\u88c5pillow":65,"\u5b89\u9759":44,"\u5b8c\u6210":48,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":25,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":46,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":60,"\u5b8c\u6210\u5f00\u53d1":36,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":43,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":39,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":33,"\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":49,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":47,"\u5b98\u65b9\u6587\u6863":35,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":46,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":46,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":71,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":65,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":34,"\u5b9a\u4e49\u5728\u5916\u5c42":46,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":55,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":34,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":47,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":47,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":72,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":34,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":47,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":47,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":39,"\u5b9e\u4f8b\u5982\u4e0b":71,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":44,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":49,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":47,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":49,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":49,"\u5b9e\u73b0\u7b80\u5355":27,"\u5b9e\u73b0\u7ec6\u8282":49,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":49,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":49,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":46,"\u5b9e\u73b0\u8be5\u5c42\u7684c":49,"\u5b9e\u9645\u4e0a\u53ea\u6709":66,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":69,"\u5ba2\u6237":44,"\u5ba2\u6237\u670d\u52a1":69,"\u5bb6":44,"\u5bb9\u5668":58,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":58,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":60,"\u5bbf\u4e3b\u673a\u662flinux":42,"\u5bbf\u4e3b\u673a\u7684c":[41,42],"\u5bbf\u4e3b\u673a\u76ee\u5f55":58,"\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":52,"\u5bf9":44,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[3,39],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[3,39],"\u5bf9\u4e8e":47,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":27,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":44,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":44,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":44,"\u5bf9\u4e8e\u53cc\u5c42rnn":44,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":27,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":44,"\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":49,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":73,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":44,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":44,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":70,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":28,"\u5bf9\u4e8e\u6bcf\u79cdc":28,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":68,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":47,"\u5bf9\u4e8eamazon":68,"\u5bf9\u4e8erasspberri":42,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":52,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":49,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":65,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":48,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":46,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":46,"\u5bf9\u5e94\u4e8e\u5b57\u5178":64,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":73,"\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":68,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":72,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":73,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":49,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":49,"\u5bf9\u6bd4":27,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":49,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":48,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":48,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":68,"\u5bf9\u8c61":33,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":70,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":28,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":46,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":31,"\u5bf9\u9762":44,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[3,39],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":28,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":33,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":33,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":33,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":33,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":33,"\u5c01\u88c5\u4e86":52,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":49,"\u5c06":[3,31,33,52,68],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\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":47,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":70,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":41,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":55,"\u5c06\u5176\u8bbe\u7f6e\u6210":33,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":44,"\u5c06\u542b\u6709\u5b50\u53e5":46,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":46,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":65,"\u5c06\u5728":65,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":53,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":58,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":44,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":55,"\u5c06\u5927\u91cf\u7684":27,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":33,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":47,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":64,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":65,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":31,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":49,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":70,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":48,"\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":60,"\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":73,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":60,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":60,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":64,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":60,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":68,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":53,"\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":44,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":48,"\u5c06\u900f\u660e":53,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":60,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":31,"\u5c11\u4e8e5":53,"\u5c1a\u53ef":44,"\u5c31":44,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":36,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":58,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":33,"\u5c31\u662f":44,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":34,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":52,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":68,"\u5c31\u8fd9\u4e48\u7b80\u5355":36,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":52,"\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":36,"\u5c3a\u5bf8":66,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":65,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":71,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":49,"\u5c42\u6743\u91cd":66,"\u5c42\u6b21\u5316\u7684rnn":46,"\u5c42\u7279\u5f81":66,"\u5c42\u7684\u540d\u79f0\u4e0e":47,"\u5c42\u7684\u5927\u5c0f":49,"\u5c42\u7684\u7279\u5f81":66,"\u5c42\u7684\u7c7b\u578b":49,"\u5c42\u7684\u8f93\u5165":71,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":71,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":47,"\u5c42\u7ec4\u6210\u4e00\u5bf9":71,"\u5c45\u7136":44,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":73,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":68,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":70,"\u5c5e\u6027":71,"\u5d4c\u5165\u5c42":70,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":70,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":70,"\u5de5\u4f5c\u6a21\u5f0f":55,"\u5de5\u4f5c\u7a7a\u95f4":53,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":53,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":53,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":53,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":53,"\u5de5\u5177":72,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":72,"\u5de5\u5177\u6765\u7ba1\u7406":48,"\u5de5\u5177\u94fe\u7684android":41,"\u5de5\u7a0b\u5e08":69,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":66,"\u5de6\u8fb9\u662f":66,"\u5dee\u8bc4":68,"\u5df2\u6253\u5f00":48,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":55,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":53,"\u5e02\u573a":69,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":52,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":70,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":46,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":46,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":43,"\u5e38\u5e38\u51fa\u73b0":33,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":68,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":58,"\u5e72\u51c0":44,"\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":64,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":65,"\u5e74\u9f84":69,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":69,"\u5e74\u9f84\u548c\u804c\u4e1a":70,"\u5e76\u4e0d\u4fdd\u8bc1":49,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":44,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":60,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":44,"\u5e76\u4e14":[3,47],"\u5e76\u4e14\u4f7f\u7528":28,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":44,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":73,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":57,"\u5e76\u4e14\u5305\u62ecunit":48,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":66,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":33,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":34,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":60,"\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":68,"\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":66,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":70,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":73,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":39,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":25,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":25,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":33,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":72,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":48,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":27,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":48,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":73,"\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":53,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":49,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":33,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":71,"\u5e76\u4f7f\u7528\u4e86dropout":68,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":65,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":48,"\u5e76\u521b\u5efaoptim":39,"\u5e76\u5220\u9664":31,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":49,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":47,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":36,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":49,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":49,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":47,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":73,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":73,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":34,"\u5e76\u5c06c":28,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":73,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":72,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6307\u5b9abatch":73,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":72,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":27,"\u5e76\u7531":71,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":65,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":64,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[41,42],"\u5e76\u88ab\u53cd\u5411\u5904\u7406":71,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u89c2\u5bdf\u7ed3\u679c":52,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":48,"\u5e76\u8bbe\u7f6e":[38,53],"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":39,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":31,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":68,"\u5e8a\u4e0a\u7528\u54c1":44,"\u5e8a\u57ab":44,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":43,"\u5e8f\u5217\u5230\u5e8f\u5217":73,"\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":46,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":43,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":46,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":46,"\u5e8f\u5217\u7684\u5f00\u59cb":73,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":43,"\u5e8f\u5217\u7684\u7ed3\u5c3e":73,"\u5e8f\u5217\u7684\u7ed3\u675f":73,"\u5e93":53,"\u5e93\u7684\u8def\u5f84":53,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":47,"\u5e94\u7528\u6a21\u578b":68,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":48,"\u5e94\u8be5":44,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":47,"\u5e94\u8be5\u8bf4\u8c22\u8c22":48,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":33,"\u5e95\u5c42\u8fdb\u7a0b":53,"\u5efa\u7acb\u4e00\u4e2a":48,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae":[31,48],"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":53,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":55,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":28,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":48,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":36,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":31,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":50,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":31,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":31,"\u5f00\u53d1\u955c\u50cf":[36,48],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":36,"\u5f00\u59cb":34,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f00\u59cb\u6807\u8bb0":47,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":68,"\u5f00\u59cb\u9636\u6bb5":52,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":54,"\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":72,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":47,"\u5f15\u7528":53,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":46,"\u5f3a\u70c8\u63a8\u8350":44,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":70,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":47,"\u5f53":57,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":72,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":49,"\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":73,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":73,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":47,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":49,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":44,"\u5f53\u524d\u8bc4\u4f30\u4e2d":73,"\u5f53\u524dbatch\u7684cost":73,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":68,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":68,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":31,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":55,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":55,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":58,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":60,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":55,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":68,"\u5f53\u6a21\u5f0f\u4e3a":55,"\u5f53\u7136":52,"\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":49,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":47,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":55,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":57,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":73,"\u5f53classif":73,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":25,"\u5f62\u6210recurr":46,"\u5f62\u6210recurrent\u8fde\u63a5":46,"\u5f62\u72b6":66,"\u5f88":[44,68],"\u5f88\u591a":44,"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":36,"\u5f88\u5b89\u9759":44,"\u5f88\u5e72\u51c0":44,"\u5f88\u65b9\u4fbf":44,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":52,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":65,"\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":69,"\u5f97":44,"\u5f97\u4f7f\u7528":27,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":68,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":70,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":46,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":47,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":47,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":47,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":47,"\u5faa\u73af\u7f51\u7edc\u4ece":47,"\u5fc5\u8981":28,"\u5fc5\u987b":49,"\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":44,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":46,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":46,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":43,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":47,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":41,"\u5fc5\u987b\u914d\u7f6e\u4e3a":42,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":72,"\u5feb":[44,72],"\u5feb\u901f\u5165\u95e8":67,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":58,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":58,"\u6027\u4ef7\u6bd4":44,"\u6027\u522b":[69,70],"\u6027\u80fd\u5206\u6790":52,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":52,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":52,"\u6027\u80fd\u8c03\u4f18":54,"\u603b\u4f53\u6765\u8bf4":44,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":64,"\u603b\u8bc4\u520610\u5206":72,"\u6050\u6016\u7247":69,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":52,"\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":52,"\u60a8\u53ef\u4ee5\u5bfc\u5165":52,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":52,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":47,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":52,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":52,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":52,"\u60a8\u9700\u8981\u66f4\u6539":36,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":52,"\u60ac\u7591\u7247":69,"\u60c5\u6001\u52a8\u8bcd":71,"\u60c5\u611f\u5206\u6790":[31,67],"\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":72,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":72,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":72,"\u60ca\u9669\u7535\u5f71":69,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":72,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":47,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":55,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":55,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":55,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":55,"\u611f\u89c9":44,"\u620f\u5267":69,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":60,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":49,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":52,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":28,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":39,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":70,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":49,"\u6211\u4eec\u4ec5\u7528":70,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":59,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":60,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":68,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":73,"\u6211\u4eec\u4f1a\u5728":36,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":49,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":49,"\u6211\u4eec\u4f7f\u7528":[49,53,72],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":39,"\u6211\u4eec\u4f7f\u7528\u4e86":44,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":73,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":72,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":73,"\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":71,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":73,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":66,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":57,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":34,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":34,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":65,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":39,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":72,"\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":72,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":59,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":44,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":68,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":48,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":65,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":39,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":47,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":39,"\u6211\u4eec\u53ef\u4ee5\u5728":48,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":39,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":39,"\u6211\u4eec\u53ef\u4ee5\u5c06":53,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":43,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":70,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":34,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":72,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":46,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":73,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":73,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":73,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":65,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":60,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":73,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":47,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":73,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":73,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":68,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":47,"\u6211\u4eec\u5c06":[60,70],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":44,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":59,"\u6211\u4eec\u5c06\u4ee5":[53,68],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":68,"\u6211\u4eec\u5c06\u4f7f\u7528":47,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":47,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":65,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":44,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":68,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":54,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":68,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":53,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":70,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":53,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":65,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":68,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":68,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":48,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":34,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":47,"\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":34,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":65,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":49,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":49,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":68,"\u6211\u4eec\u611f\u8c22":73,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":36,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":36,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":35,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":37,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":72,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":72,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":50,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":66,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":36,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":72,"\u6211\u4eec\u63d0\u4f9b\u4e86c":66,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":36,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":25,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":44,"\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":47,"\u6211\u4eec\u7528":69,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":70,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":70,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":34,"\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":64,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":48,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":71,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":44,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":44,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":72,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":48,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":43,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":25,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":59,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":47,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":44,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":53,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":44,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":60,"\u6211\u4eec\u9075\u5faa":73,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":71,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":68,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":36,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":65,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":73,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":59,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":53,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":49,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":70,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":72,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":70,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":64,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":70,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":39,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":72,"\u6211\u5220\u9664\u4e86":48,"\u6216":[3,52,65,71],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"\u6216\u4e00\u4e2a\u5411\u91cf":46,"\u6216\u4e0d\u786e\u5b9a":69,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":70,"\u6216\u6700\u5927\u503c":43,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u7b2c\u4e00\u4e2a":43,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":43,"\u6216\u8005":[27,28,33,36,38,43,44,52],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":46,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[43,46],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":52,"\u6216\u8005\u53cd\u5411\u5730\u4ece":47,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":55,"\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":19,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":54,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":44,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":43,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":72,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":52,"\u6216\u8005\u66f4\u65e9":33,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":44,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":66,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":33,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[41,42],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":33,"\u6216\u8005\u8fd0\u884c":33,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":57,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":36,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":55,"\u6216gpu\u4e2a\u6570":72,"\u6218\u4e89\u7247":69,"\u623f":44,"\u623f\u95f4":44,"\u6240\u4ee5":[3,33],"\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":72,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":33,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":34,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":59,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":44,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":36,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":58,"\u6240\u4ee5\u5bf9":44,"\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":34,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":52,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":59,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":60,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":50,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":44,"\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":34,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":25,"\u6240\u4ee5\u8bad\u7ec3":53,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":49,"\u6240\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":42,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":44,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":28,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":48,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":55,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":72,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":53,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":53,"\u6240\u6709\u67b6\u6784":41,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":72,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":36,"\u6240\u6709\u7684":[48,49],"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":69,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":49,"\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":44,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":69,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":69,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":69,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":49,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":49,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":28,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":49,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":53,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":47,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":68,"\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":66,"\u6240\u793a":71,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":41,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u624b\u5de5\u827a\u8005":69,"\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":44,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":36,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":52,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":70,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":35,"\u6253\u5f00":52,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":50,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":28,"\u6267\u884c":[38,71,72],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":72,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[41,42],"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":47,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[41,42],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":52,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":66,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":58,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":70,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":71,"\u6279\u6b21\u7684\u6570\u636e":70,"\u627e\u5230":47,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":52,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":52,"\u6280\u672f\u5458":69,"\u628a":[20,49],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":72,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":36,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":59,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":72,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":47,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":47,"\u62a5\u9519":38,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":64,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":64,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":73,"\u62c6\u89e3":46,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":44,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":60,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":68,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":36,"\u6307\u5411\u4e00\u4e2alayer":46,"\u6307\u5b9a":[33,46,47],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":55,"\u6307\u5b9a\u4f7f\u75282":33,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":68,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":55,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":66,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":66,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":66,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":66,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":68,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":73,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":68,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":46,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":68,"\u6307\u5b9abatch":73,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":55,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":44,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":55,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":55,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":55,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":55,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":55,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":55,"\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":55,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":71,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":71,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":55,"\u6309\u7167":42,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":60,"\u6309\u94ae":48,"\u633a":44,"\u633a\u597d":44,"\u6355\u83b7":68,"\u6362":44,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":43,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":39,"\u63a5\u4e0a\u5747\u65b9\u8bef\u5dee\u5c42":39,"\u63a5\u4e0b\u6765":[68,72],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":52,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":52,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":48,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":48,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":68,"\u63a5\u4e0b\u6765\u7b49\u5f85":48,"\u63a5\u53d7":71,"\u63a5\u53d7\u7684\u4e1c\u897f":71,"\u63a5\u53d7\u8005":71,"\u63a5\u53e3":[27,28],"\u63a5\u53e3\u540d\u79f0":53,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":28,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":66,"\u63a5\u53e3\u662f":20,"\u63a5\u53e3\u6709\u4e00\u4e2a":33,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":68,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":66,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":66,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":25,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":36,"\u63a7\u5236":55,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":34,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":36,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":36,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":36,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":49,"\u63a8\u8350":44,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":35,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":53,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":48,"\u63a8\u9500\u5458":69,"\u63cf\u8ff0":35,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":68,"\u63cf\u8ff0\u95ee\u9898":48,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":58,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":50,"\u63d0\u4ea4pull":48,"\u63d0\u4f9b":53,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":25,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":60,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":53,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":53,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":53,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":25,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":43,"\u63d0\u4f9b\u6700\u65b0":36,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":25,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":53,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":64,"\u63d0\u793a":33,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":39,"\u64cd\u4f5c":44,"\u64cd\u6301\u5bb6\u52a1\u8005":69,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":38,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[45,46],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":25,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":41,"\u652f\u6301nvidia":38,"\u652f\u6301rbd":58,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":60,"\u653e\u5fc3":44,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":44,"\u6548\u679c\u603b\u7ed3":68,"\u6559\u7a0b\u6587\u6863\u5230":53,"\u6559\u80b2\u5de5\u4f5c\u8005":69,"\u6570":[46,71],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":46,"\u6570\u636e":[25,73],"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":65,"\u6570\u636e\u4e2d0":33,"\u6570\u636e\u5217\u8868":66,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":64,"\u6570\u636e\u5c42":[34,70],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":53,"\u6570\u636e\u63d0\u4f9b\u5668":54,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":70,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":70,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":53,"\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\u8f93\u5165":46,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":25,"\u6570\u636e\u96c6":69,"\u6570\u636e\u96c6\u63cf\u8ff0":70,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":73,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":68,"\u6570\u636e\u9884\u6d4b":71,"\u6570\u6910\u5b9a\u4e49":72,"\u6570\u6910\u8bf4\u660e\u6587\u6863":72,"\u6570\u6910\u96c6\u548c":72,"\u6570\u76ee":57,"\u6574\u4f53":44,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":44,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":60,"\u6574\u6570":49,"\u6574\u6570\u6807\u7b7e":[3,39],"\u6574\u6d01":44,"\u6587\u4e66\u5de5\u4f5c":69,"\u6587\u4ef6":[27,48,59,71],"\u6587\u4ef6\u4e2d":[60,66,69,71],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":66,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":66,"\u6587\u4ef6\u4e2d\u7684":66,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":73,"\u6587\u4ef6\u4e3a":[33,73],"\u6587\u4ef6\u4e4b\u5916":48,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":66,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":25,"\u6587\u4ef6\u5185\u5bb9\u4e3a":27,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":70,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u540d\u79f0\u4e3a":70,"\u6587\u4ef6\u59390":60,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":73,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":25,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":70,"\u6587\u4ef6\u7684\u6539\u53d8":48,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":70,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":65,"\u6587\u4ef6\u7d22\u5f15":53,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":68,"\u6587\u4ef6model":57,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":36,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":68,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":68,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":68,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":70,"\u6587\u672c\u6295\u5f71\u5c42":70,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":72,"\u6587\u6863":33,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":36,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":71,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":50,"\u6587\u7ae0":60,"\u65b0":44,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":49,"\u65b0\u624b\u5165\u95e8":63,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":31,"\u65b9\u4fbf":44,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":35,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":36,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":31,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":25,"\u65b9\u5f0f1":33,"\u65b9\u5f0f2":33,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":71,"\u65b9\u6cd5\u4e00":57,"\u65b9\u6cd5\u4e09":57,"\u65b9\u6cd5\u4e8c":57,"\u65c1\u8fb9":44,"\u65c5\u6e38\u7f51\u7ad9":72,"\u65e0":44,"\u65e0\u4e1a\u4eba\u58eb":69,"\u65e0\u5ef6\u8fdf":55,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":27,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65e0\u9ed8\u8ba4\u503c":[41,42],"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":72,"\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":73,"\u65e9\u9910":44,"\u65f6":[19,33,43,47,49,55,60],"\u65f6\u5019":44,"\u65f6\u52a0\u4e0a":72,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":68,"\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":73,"\u65f6\u88ab\u8bad\u7ec3\u7684":49,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":57,"\u65f6\u95f4":44,"\u65f6\u95f4\u6233":69,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":69,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":44,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":49,"\u662f":[25,35,44],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":49,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":52,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":52,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":71,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":43,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":27,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":52,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":57,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":34,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":28,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":73,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":72,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":49,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":46,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[3,39],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":46,"\u662f\u4e00\u7ec4":58,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":59,"\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":71,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":34,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":33,"\u662f\u504f\u5dee":47,"\u662f\u5176\u5927\u5c0f":34,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":73,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":28,"\u662f\u5411\u91cf":49,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":46,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":35,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":55,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":49,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":41,"\u662f\u5426\u4f7f\u7528gpu":70,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":73,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[41,42],"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":35,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":55,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":35,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":35,"\u662f\u5426\u5f00\u542frdma":35,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":55,"\u662f\u5426\u652f\u6301gpu":35,"\u662f\u5426\u663e\u793a":55,"\u662f\u5426\u7a00\u758f":49,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":35,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":35,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":35,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":35,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":35,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":55,"\u662f\u56e0\u4e3ac99\u652f\u6301":27,"\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":71,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":47,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":34,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":49,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":49,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":25,"\u662f\u5e8f\u5217":70,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":43,"\u662f\u6211\u4eec":48,"\u662f\u6307":28,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":44,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":44,"\u662f\u6570\u636e\u8f93\u5165":47,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":70,"\u662f\u6709\u610f\u4e49\u7684":44,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":47,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":34,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":71,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":73,"\u662f\u7528\u6237\u4f7f\u7528c":28,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":73,"\u662f\u77e9\u9635":49,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":34,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":65,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":49,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":49,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":49,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":49,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":49,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":49,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":49,"\u662f\u8f93\u5165":47,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":66,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":52,"\u662fc":28,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":46,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":58,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":52,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":46,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":68,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":58,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":49,"\u662frnn\u72b6\u6001":47,"\u663e":68,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u665a":44,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":37,"\u6682\u4e0d\u8003\u8651\u5728\u5185":33,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":28,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":33,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":72,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":72,"\u66f4\u591a\u7684\u7f16\u8bd1\u914d\u7f6e\u89c1":42,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":46,"\u66f4\u5feb":47,"\u66f4\u65b0":33,"\u66f4\u65b0\u6a21\u5f0f":33,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":33,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":68,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":68,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":68,"\u66f4\u8fdb\u4e00\u6b65":46,"\u66f4\u9ad8":47,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":46,"\u6700":44,"\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":73,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":60,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,48,49,53,68,72],"\u6700\u540e\u4e00\u4e2a":43,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":39,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":34,"\u6700\u540e\u5220\u9664":31,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":49,"\u6700\u597d\u7684\u6a21\u578b\u662f":72,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":55,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":27,"\u6700\u65b0\u7684\u4ee3\u7801":48,"\u6700\u65b0log":72,"\u6700\u7ec8":49,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":46,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":39,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":36,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":46,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":34,"\u6708\u6e56":44,"\u6709":44,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":58,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[41,42],"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":73,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":70,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":49,"\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":49,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":33,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":69,"\u6709\u5173":44,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":41,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":39,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":60,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":72,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":53,"\u6709\u65f6\u79f0\u4e3a":72,"\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":52,"\u670d\u52a1":44,"\u670d\u52a1\u5458":44,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":73,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":72,"\u672a\u77e5\u8bcd":64,"\u672c\u4f8b\u4e2d\u4e3a0":64,"\u672c\u4f8b\u4e2d\u4e3a32":64,"\u672c\u4f8b\u4e2d\u4e3a4":64,"\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":44,"\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":68,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":68,"\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":68,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":68,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":31,"\u672c\u5730\u6d4b\u8bd5":54,"\u672c\u5730\u8bad\u7ec3":54,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":57,"\u672c\u5b9e\u4f8b\u4e2d":64,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":68,"\u672c\u5c42\u5c3a\u5bf8":66,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":66,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":66,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":71,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":47,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":72,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":66,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":44,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":34,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":44,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":44,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":58,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":60,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":64,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":58,"\u672c\u6587\u6863\u5c06\u4ee5linux":41,"\u672c\u6587\u6863\u63cf\u8ff0paddl":28,"\u672c\u6765":44,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":60,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":60,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":60,"\u672c\u6b21\u8bd5\u9a8c":68,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":44,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":44,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":72,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":73,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":73,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":73,"\u673a\u5668\u7684\u8bbe\u5907":57,"\u673a\u5668\u7ffb\u8bd1":[31,67],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":55,"\u6761\u4ef6\u4e0b":58,"\u6765":44,"\u6765\u4ee3\u66ff":48,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":49,"\u6765\u505ableu\u8bc4\u4f30":73,"\u6765\u505c\u6b62\u8bad\u7ec3":70,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":52,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":70,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":70,"\u6765\u521d\u59cb\u5316\u53c2\u6570":33,"\u6765\u5b89\u88c5":53,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":39,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":44,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":68,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":72,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[41,42],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":49,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":66,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":39,"\u6765\u6ce8\u518c\u8be5\u5c42":49,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":57,"\u6765\u751f\u6210\u5e8f\u5217":73,"\u6765\u7684\u79d2\u6570":69,"\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":49,"\u6765\u8868\u793a":47,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":71,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":27,"\u6765\u8ba1\u7b97\u68af\u5ea6":49,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":44,"\u6765\u8bbe\u7f6e":33,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":3,"\u6765\u8c03\u6574":48,"\u6765\u8fd0\u884c":53,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":52,"\u6765\u8fd0\u884c\u955c\u50cf":36,"\u6765\u8fdb\u884c\u8ba8\u8bba":28,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":33,"\u676f\u5b50":44,"\u6784\u5efa":41,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":43,"\u6784\u9020":60,"\u6784\u9020paddl":5,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":72,"\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":44,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":54,"\u67e5\u770b":[48,68],"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":38,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":48,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":48,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":48,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":59,"\u6807\u51c6\u5dee\u4e3a":33,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":31,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":71,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":65,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":65,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":72,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":72,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":36,"\u6807\u7b7e\u6587\u4ef6":71,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":71,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":55,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":57,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":60,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":53,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":69,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":64,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":55,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":54,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":55,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":55,"\u6839\u636ecpu":36,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":59,"\u683c\u5f0f":55,"\u683c\u5f0f\u5982\u4e0b":68,"\u683c\u5f0f\u8bf4\u660e":64,"\u68af\u5ea6\u4f1a\u5c31\u5730":49,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":55,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":49,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":55,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":49,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":49,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u68d2":68,"\u697c\u5c42":44,"\u6a21\u5757":65,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u578b":71,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":33,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":72,"\u6a21\u578b\u5171\u5305\u542b1":64,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":71,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":65,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":68,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":71,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":73,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":53,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":73,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":47,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":47,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":47,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":64,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":47,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":70,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":68,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":34,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":39,"\u6a21\u578b\u8def\u5f84":[66,71],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":71,"\u6a21\u578b\u914d\u7f6e":1,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":27,"\u6a21\u578b\u91c7\u7528":64,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":44,"\u6b22\u8fce\u901a\u8fc7":48,"\u6b63\u6837\u672c":68,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":33,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":54,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":72,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":72,"\u6b64\u547d\u4ee4\u5c06\u5728your":41,"\u6b64\u5904":64,"\u6b64\u5904\u90fd\u4e3a2":44,"\u6b64\u5916":[41,48],"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":52,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":72,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":36,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":46,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":72,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":71,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":72,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":71,"\u6bcf\u4e00\u4e2a":31,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":68,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":44,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":44,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":70,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":53,"\u6bcf\u4e00\u4e2akey\u7531":70,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":44,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":72,"\u6bcf\u4e2a":[53,71],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u6bcf\u4e2a\u5355\u5c42rnn":46,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":73,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":44,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":47,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":47,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":44,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":65,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":73,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":73,"\u6bcf\u4e2a\u5c42\u5728\u5176":49,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":68,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":55,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":73,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":72,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":72,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":46,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":44,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":49,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":44,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":44,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":70,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":70,"\u6bcf\u4e2a\u72b6\u6001":46,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":65,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":65,"\u6bcf\u4e2a\u7ebf\u7a0b":55,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":55,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":73,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":55,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":72,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":72,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":49,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":49,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":73,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":48,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":68,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":68,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":60,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":69,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":55,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":57,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":73,"\u6bcf\u6279\u6b21":55,"\u6bcf\u6b21":36,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":48,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":48,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":72,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":73,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":68,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":64,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":66,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":64,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":49,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":73,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":55,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":55,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":55,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":55,"\u6bcf\u969410\u5206\u949f":19,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":68,"\u6bcfdot":55,"\u6bcflog":55,"\u6bcfsave":55,"\u6bcftest":55,"\u6bd4\u5982":[20,33,36,41,48,68],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":44,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":48,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[41,42],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":33,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":58,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":48,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6c34\u6e29":44,"\u6c49\u5ead":44,"\u6c60\u5316\u5c42":65,"\u6ca1":44,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":38,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":64,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8bbe\u7f6e":[41,42],"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":69,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":70,"\u6cd5\u8bed":73,"\u6ce8":19,"\u6ce8\u610f":[3,35,36,39,41,42,47,49,50,60,65],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":60,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":57,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":72,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":60,"\u6ce8\u91ca\u6389":72,"\u6cf3\u6c60":44,"\u6d41":44,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":48,"\u6d44":44,"\u6d4b\u8bd5":48,"\u6d4b\u8bd5\u6570\u636e":53,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":53,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":53,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":73,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":53,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":53,"\u6d4b\u8bd5\u6570\u6910\u96c6":72,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":55,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":48,"\u6d4b\u8bd5\u6837\u672c":53,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":72,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":57,"\u6d4b\u8bd5\u811a\u672c\u662f":71,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":72,"\u6d4b\u8bd5docker\u955c\u50cf":31,"\u6d4b\u8bd5model_list":54,"\u6d4b\u8bd5save_dir":54,"\u6d4f\u89c8\u4ee3\u7801":36,"\u6d6a\u6f2b\u7247":69,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":33,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":64,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":49,"\u6dd8\u5b9d\u7b49":72,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":71,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":40,"\u6df7\u5408":71,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":47,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":60,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":33,"\u6e29\u99a8":44,"\u6e90":73,"\u6e90\u4ee3\u7801":[36,68],"\u6e90\u4ee3\u7801\u683c\u5f0f":48,"\u6e90\u5b57\u5178":73,"\u6e90\u5e8f\u5217":47,"\u6e90\u7801":36,"\u6e90\u7801\u4e0edemo":59,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":50,"\u6e90\u7801\u7f16\u8bd1paddlepaddl":42,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":73,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":64,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":64,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":64,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":66,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":66,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":71,"\u6f14\u793a\u91c7\u7528":71,"\u6fc0\u6d3b":49,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":68,"\u6fc0\u6d3b\u65b9\u7a0b":49,"\u6fc0\u6d3b\u7684\u7c7b\u578b":49,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":44,"\u7136\u540e":[52,53,64,70],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":34,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":46,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":73,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":72,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":70,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":34,"\u7136\u540e\u5355\u51fb":48,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":60,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":66,"\u7136\u540e\u5728":73,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":44,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":36,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":73,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":33,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5b9a\u4e49":47,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":60,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":25,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":70,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":70,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":73,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":71,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":70,"\u7136\u540e\u6240\u6709\u7528":48,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":25,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":66,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":59,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":48,"\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":72,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":73,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":70,"\u7136\u540e\u70b9\u51fb":48,"\u7136\u540e\u7528\u5bc6\u7801":36,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":70,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":60,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":49,"\u7136\u540e\u89e3\u538b":73,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":73,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":70,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":70,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":60,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":60,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":33,"\u7136\u800c":[47,55],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":72,"\u7248\u672c":38,"\u7248\u672c\u5206\u652f":31,"\u7248\u672c\u53f7":31,"\u7248\u672c\u53f7rc":31,"\u7248\u672c\u5728":48,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":31,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":33,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":71,"\u7279\u5f81":70,"\u7279\u5f81\u56fe\u5747\u503c":66,"\u7279\u5f81\u56fe\u65b9\u5dee":66,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":66,"\u7279\u5f81\u6587\u4ef6":71,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":70,"\u72af\u7f6a\u7247":69,"\u72ec\u7acb\u5de5\u5177\u94fe":41,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":41,"\u73af\u5883\u53d8\u91cf":60,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":33,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":70,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":27,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":72,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":52,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u4ea7\u955c\u50cf":[36,48],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":36,"\u751f\u6210":60,"\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":50,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":47,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":73,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":73,"\u751f\u6210\u6587\u6863":27,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":36,"\u751f\u6210\u7684":20,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":60,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":33,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":73,"\u751f\u6210\u7684html\u7248\u672c\u7684c":36,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":70,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":49,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":48,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":70,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":36,"\u751f\u6210api\u6587\u6863":27,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":36,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":25,"\u7528":[25,69,70,71],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":68,"\u7528\u4e8e":53,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":72,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":49,"\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":57,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":55,"\u7528\u4e8e\u653e\u7f6e":53,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":64,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":55,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":72,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":47,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":65,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":53,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":53,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":47,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":44,"\u7528\u6237":53,"\u7528\u62371\u7684\u7279\u5f81":70,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a":42,"\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":46,"\u7528\u6237\u53ea\u9700\u6267\u884c":71,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":71,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":36,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":36,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":50,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":50,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":64,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":28,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":68,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":28,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":55,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":57,"\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":36,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":35,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":35,"\u7528\u6237\u53ef\u5c06":41,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":41,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80":42,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":41,"\u7528\u6237\u53ef\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f":41,"\u7528\u6237\u53ef\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":42,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":33,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":50,"\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":60,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":71,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":33,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":64,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":70,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":25,"\u7528\u6237\u7279\u5f81":70,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":71,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[41,42],"\u7528\u6237\u901a\u8fc7c":28,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":57,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[41,42],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":33,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[41,42],"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":50,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":70,"\u7528\u6237id":69,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":69,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":49,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":34,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":70,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":70,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":34,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":60,"\u7531":46,"\u7531\u4e8e\u4e0a\u4e00\u6b65cmake\u914d\u7f6e\u4e2d":42,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":36,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":44,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":58,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":34,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":69,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":44,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":49,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":71,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":73,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":66,"\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":19,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":3,"\u7531\u4e8ec":27,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":25,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":34,"\u7531\u4e8estep":46,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":43,"\u7531grouplen":69,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":25,"\u7535\u5f711\u7684\u7279\u5f81":70,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":69,"\u7535\u5f71\u540d\u5b57\u6bb5":70,"\u7535\u5f71\u540d\u79f0":69,"\u7535\u5f71\u548c\u7528\u6237":70,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":70,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":69,"\u7535\u5f71\u7279\u5f81":70,"\u7535\u5f71\u7c7b\u578b":69,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":69,"\u7535\u5f71id":69,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":69,"\u7535\u8111":44,"\u767e\u4e07\u6570\u636e\u96c6":69,"\u7684":[44,48,53,59,60,68,72],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":46,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":34,"\u7684\u4e00\u79cd":73,"\u7684\u4e3a0":55,"\u7684\u4e3b\u8981\u90e8\u5206":71,"\u7684\u4efb\u4e00\u4e00\u79cd":33,"\u7684\u4efb\u52a1":73,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":43,"\u7684\u503c":[41,42],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":41,"\u7684\u504f\u7f6e\u5411\u91cf":49,"\u7684\u5185\u5b58":33,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":73,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":60,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":52,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":66,"\u7684\u522b\u540d":[6,7,9],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":70,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":55,"\u7684\u53d8\u6362\u77e9\u9635":49,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":72,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":47,"\u7684\u540e\u7f00":69,"\u7684\u5411\u91cf":49,"\u7684\u542f\u52a8\u53c2\u6570":60,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":60,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u7684\u5730\u5740":58,"\u7684\u5730\u65b9":48,"\u7684\u5747\u5300\u5206\u5e03":33,"\u7684\u5934\u6587\u4ef6":27,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":34,"\u7684\u5e73\u5747\u503c":43,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":44,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":48,"\u7684\u603b":53,"\u7684\u63a5\u53e3\u6837\u5f0f":27,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":48,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":68,"\u7684\u6570\u76ee\u4e00\u81f4":43,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":48,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":73,"\u7684\u65b9\u7a0b":49,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":38,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":33,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":44,"\u7684\u6700\u5c0f\u503c":55,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":48,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":47,"\u7684\u6837\u5f0f":48,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":46,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":46,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":71,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":48,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":27,"\u7684\u7248\u672c\u53f7":64,"\u7684\u7279\u5f81":66,"\u7684\u72b6\u6001":46,"\u7684\u7528\u6237\u53c2\u8003":53,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":70,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":34,"\u7684\u77e9\u9635":49,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":73,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":49,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":71,"\u7684\u7b2ci\u4e2a\u503c":49,"\u7684\u7b2cj\u4e2a\u503c":49,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":53,"\u7684\u7ed3\u6784\u5982\u4e0b":70,"\u7684\u7ef4\u5ea6":64,"\u7684\u7f29\u5199":25,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":73,"\u7684\u89c4\u8303":27,"\u7684\u89d2\u5ea6":20,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":68,"\u7684\u8bdd":33,"\u7684\u8def\u5f84\u4e2d":72,"\u7684\u8f93\u5165":46,"\u7684\u8f93\u51fa":52,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":52,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":47,"\u7684\u8f93\u51fa\u683c\u5f0f":44,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":47,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":69,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":48,"\u7684\u90e8\u5206":53,"\u7684\u914d\u7f6e":64,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":48,"\u7684docker\u955c\u50cf":36,"\u76ee\u524d":[46,71],"\u76ee\u524d\u4f7f\u7528":48,"\u76ee\u524d\u53ea\u652f\u6301":41,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\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\u5fc5\u987b\u8bbe\u7f6e\u6210":[41,42],"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":25,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":43,"\u76ee\u524d\u652f\u6301fail":55,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":55,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":46,"\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":50,"\u76ee\u5f55":[41,42,53,59,60,72],"\u76ee\u5f55\u4e0b":[28,49,68,73],"\u76ee\u5f55\u4e0b\u627e\u5230":68,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":41,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":33,"\u76ee\u5f55\u4e2d":[53,70],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[41,42],"\u76ee\u5f55\u4e2d\u7684":[52,53],"\u76ee\u5f55\u4e2dpaddl":60,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":71,"\u76ee\u5f55\u548c":[41,42],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":60,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":73,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":68,"\u76ee\u6807":73,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":71,"\u76ee\u6807\u5411\u91cf":47,"\u76ee\u6807\u5b57\u5178":73,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[41,42],"\u76ee\u6807\u67b6\u6784abi":41,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":33,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":34,"\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\u7f16\u8bd1raspberri":42,"\u76f4\u63a5\u8fd0\u884c":36,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":68,"\u76f8\u5173\u6587\u6863":42,"\u76f8\u5173\u6587\u6863\u6240\u8ff0":42,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":65,"\u76f8\u5173\u8bba\u6587":71,"\u76f8\u53cd":73,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":33,"\u76f8\u5bf9":44,"\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":68,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":71,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":71,"\u76f8\u5f53":44,"\u77e9\u9635":54,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":72,"\u7814\u7a76\u751f":69,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":48,"\u793a":68,"\u793a\u4f8b":[33,66],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":44,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":44,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":44,"\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":19,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":39,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":39,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":33,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":73,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":44,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":33,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":34,"\u79bb":44,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u79d1\u5b66\u5bb6":69,"\u79d1\u5e7b\u7247":69,"\u79f0\u4e3a":[47,48],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":36,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":36,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":43,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":55,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":49,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":60,"\u7a00\u758f\u768401\u5411\u91cf":[3,39],"\u7a00\u758f\u7684\u5411\u91cf":[3,39],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":57,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":60,"\u7a0b\u5e8f\u505c\u6b62":55,"\u7a0b\u5e8f\u5458":69,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":55,"\u7a20\u5bc6\u5411\u91cf":49,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":60,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[3,39],"\u7a97\u6237":44,"\u7acb\u523b\u9000\u51fa":33,"\u7aef\u53e3":53,"\u7aef\u53e3\u6570":53,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":53,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":33,"\u7b2c":44,"\u7b2c\u4e00\u4e2a":48,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":36,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":44,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u4e2atag\u4e3a":31,"\u7b2c\u4e00\u5929":44,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":36,"\u7b2c\u4e00\u7ae0\u8282":39,"\u7b2c\u4e00\u884c\u4ece":72,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":66,"\u7b2c\u4e00\u884c\u662f":64,"\u7b2c\u4e00\u884c\u7684":73,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":34,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":72,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":73,"\u7b2c\u4e09\u6b65":66,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":31,"\u7b2c\u4e8c":72,"\u7b2c\u4e8c\u4e2a\u4e3a":31,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":36,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":73,"\u7b2c\u4e8c\u6b65":[64,66],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":36,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":66,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":34,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":49,"\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":73,"\u7b49\u53c2\u6570":60,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":58,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":58,"\u7b49\u6587\u4ef6":28,"\u7b49\u7b49":[68,73],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":58,"\u7b80\u4ecb":51,"\u7b80\u5355\u6765\u8bf4":52,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":33,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":70,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":52,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":70,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":59,"\u7b80\u76f4":44,"\u7b97\u6cd5":[33,34,47,72],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":47,"\u7b97\u6cd5\u914d\u7f6e":72,"\u7ba1\u7406\u4eba\u5458":69,"\u7ba1\u7406\u5458":69,"\u7c7b\u4f3c":[28,43],"\u7c7b\u4f3c\u5730":71,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":49,"\u7c7b\u522b\u4e2a\u6570":65,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":54,"\u7c7b\u522bid":68,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":68,"\u7c7b\u540d\u548cc":27,"\u7c7b\u578b":[27,55,70],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":43,"\u7c7b\u578b\u662fsparse_binary_vector":[3,39],"\u7c7b\u578b\u662fsparse_float_vector":[3,39],"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":44,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":49,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":49,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":33,"\u7ea2\u697c\u68a6":64,"\u7eaa\u5f55\u7247":69,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":36,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":34,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":34,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":34,"\u7ebf\u7a0bid\u53f7":57,"\u7ec6\u8282\u63cf\u8ff0":56,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":33,"\u7ed3\u5408":58,"\u7ed3\u675f\u6807\u8bb0":47,"\u7ed3\u6784\u5982\u4e0b":72,"\u7ed3\u6784\u5982\u4e0b\u56fe":64,"\u7ed3\u679c\u4fdd\u5b58\u5728":71,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":72,"\u7ed3\u8bba":27,"\u7ed9":44,"\u7ed9\u4e2a\u7b80\u5355\u7684":48,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":65,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":65,"\u7ed9\u5b9a\u52a8\u8bcd":71,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":72,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":46,"\u7edf\u4e00\u7528":20,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":44,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":44,"\u7ef4\u5ea6\u4e3aword_dim":68,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":68,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":68,"\u7ef4\u62a4":58,"\u7ef4\u7a7a\u95f4":47,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":47,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":33,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":70,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":60,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":60,"\u7f16\u53f7":70,"\u7f16\u53f7\u4ece0\u5f00\u59cb":33,"\u7f16\u53f7\u5b57\u6bb5":70,"\u7f16\u7801\u5411\u91cf":47,"\u7f16\u7801\u5668\u8f93\u51fa":47,"\u7f16\u7801\u6e90\u5e8f\u5217":47,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":73,"\u7f16\u8bd1":[36,48],"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":42,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":41,"\u7f16\u8bd1\u5668":[41,42],"\u7f16\u8bd1\u5668\u6ca1\u6709":27,"\u7f16\u8bd1\u578b\u8bed\u8a00":27,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":50,"\u7f16\u8bd1\u5b8c\u6210\u540e":50,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":42,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":55,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":37,"\u7f16\u8bd1\u751f\u6210":50,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":31,"\u7f16\u8bd1\u9009\u9879":35,"\u7f16\u8bd1c":28,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1ubuntu\u7684deb\u5305":31,"\u7f16\u8f91":58,"\u7f29\u653e\u53c2\u6570":66,"\u7f51\u7edc":[71,72],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":58,"\u7f51\u7edc\u540d\u79f0":68,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":49,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":49,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":49,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":49,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":55,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":49,"\u7f51\u7edc\u63a5\u53e3\u5361":53,"\u7f51\u7edc\u6a21\u5757":66,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":71,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":72,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":70,"\u7f51\u7edc\u901a\u4fe1":49,"\u7f51\u7edc\u914d\u7f6e":[53,68,72],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[66,71],"\u800c":[34,47,59,70],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":72,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":28,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":27,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":53,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":33,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":44,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":72,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":28,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":73,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":25,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":55,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":52,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":52,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":57,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":44,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":66,"\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":72,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":44,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":44,"\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":44,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":52,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":33,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":28,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":52,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":54,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":72,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":47,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":39,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":57,"\u800c\u7cfb\u7edf\u4e2d\u7684":33,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":44,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":44,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":48,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":35,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":46,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":27,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":39,"\u800cweight":65,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":39,"\u804c\u4e1a":69,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":69,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":46,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":46,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":68,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":46,"\u80fd\u83b7\u53d6":53,"\u811a\u672c":[53,65,70],"\u811a\u672c\u4fdd\u5b58\u5728":65,"\u811a\u672c\u5f00\u59cb\u65f6":60,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":72,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":72,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":65,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":48,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":53,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":46,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81ea\u52a8\u751f\u6210":50,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":47,"\u81ea\u5e95\u5411\u4e0a\u6cd5":68,"\u81ea\u6b64":41,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":57,"\u81ea\u7531\u804c\u4e1a\u8005":69,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":28,"\u81f3\u6b64":[3,44,48],"\u8212\u9002":44,"\u826f\u597d\u7684\u6587\u6863":27,"\u827a\u672f\u5bb6":69,"\u8282\u70b9\u4e2d\u7684":53,"\u82e5":49,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[41,42],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":43,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":52,"\u82e5\u6709\u5fc5\u8981":49,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":41,"\u82e5\u73af\u5883\u53d8\u91cf":[41,42],"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":43,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":43,"\u82f1\u6587\u6587\u6863":50,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":50,"\u82f1\u8bed":73,"\u8303\u56f4":57,"\u83b7\u53d6":48,"\u83b7\u53d6\u5229\u7528":68,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":72,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":68,"\u83b7\u53d6\u901a\u8fc7":72,"\u83b7\u53d6trainer":60,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":49,"\u867d\u7136":34,"\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":53,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":54,"\u884c":64,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":66,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":69,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":36,"\u8865\u5145\u4e0a\u6b21\u7684commit":48,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":49,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":49,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":58,"\u8868\u793a\u4e3adeviceid":57,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":53,"\u8868\u793a\u5973\u6027":69,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":44,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":53,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":53,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":73,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":69,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":68,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":72,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":72,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":72,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":60,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":68,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":68,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":60,"\u88ab":48,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u88ab\u653e\u5728":49,"\u88ab\u79f0\u4e3a":47,"\u897f\u90e8\u7247":69,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":70,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":73,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":52,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":60,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":53,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":65,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":70,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":43,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":46,"\u8981\u8c03\u7528":49,"\u89e3\u51b3\u529e\u6cd5\u662f":33,"\u89e3\u51b3\u65b9\u6848\u662f":33,"\u89e3\u538b":73,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":70,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":70,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":60,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":47,"\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":47,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":73,"\u89e3\u91ca":68,"\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":47,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":49,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":34,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":47,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":49,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":49,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":47,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":49,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":49,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":34,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":49,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":49,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":49,"\u8ba1\u7b97\u8f93\u51fa":49,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":68,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":70,"\u8ba9paddle\u6838\u5fc3\u4e2d":28,"\u8bad\u7ec3":[54,72],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u4f5c\u4e1a":53,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":65,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":71,"\u8bad\u7ec3\u540e":71,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":31,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":53,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":52,"\u8bad\u7ec3\u5b8c\u6210\u540e":34,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":73,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":33,"\u8bad\u7ec3\u6570\u6910\u96c6":72,"\u8bad\u7ec3\u65f6":60,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":68,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":72,"\u8bad\u7ec3\u6a21\u578b\u540e":47,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":31,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":73,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":71,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":60,"\u8bad\u7ec3\u811a\u672c":68,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":68,"\u8bad\u7ec3\u81f3\u591a":70,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":60,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":33,"\u8bad\u7ec3\u8f6e\u6b21":68,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":33,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":54,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":55,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":55,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":55,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":72,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":72,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":72,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":65,"\u8bad\u7ec3dot_period":54,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":31,"\u8bb0\u5fc6\u6a21\u5757":47,"\u8bba\u6587":66,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":53,"\u8bbe\u4e3a\u672c\u5730":53,"\u8bbe\u7f6e":28,"\u8bbe\u7f6e\u4e3a":[42,49],"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":55,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":55,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":73,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":73,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":72,"\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":33,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[33,51,70],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":72,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":72,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":72,"\u8bbe\u7f6e\u6210":33,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":33,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":71,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":72,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":72,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":72,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":73,"\u8bbe\u7f6e\u7c7b\u522b\u6570":72,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[71,72],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":72,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":49,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":72,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":57,"\u8bbe\u7f6ebatch":72,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":73,"\u8bbe\u7f6egpu":55,"\u8bbe\u7f6epass":72,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":73,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":60,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":34,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":68,"\u8bc4\u5206":[69,70],"\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":70,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":69,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":48,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":48,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":48,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":48,"\u8bc6\u522b\u6570\u5b57":31,"\u8bcd\u5411\u91cf":[31,64],"\u8bcd\u5411\u91cf\u6a21\u578b":67,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":64,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":64,"\u8bcd\u9891\u6700\u9ad8\u7684":73,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":52,"\u8be5":[53,71],"\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":55,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":55,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":55,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":55,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":55,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":55,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":55,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":55,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":55,"\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":49,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":68,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":55,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":49,"\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":35,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":69,"\u8be5\u6570\u636e\u96c6":64,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":69,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":69,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":55,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":70,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":66,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":70,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":65,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":68,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":73,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":34,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":47,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":70,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":70,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":70,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":34,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":49,"\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u7cfb\u7edfglibc\u652f\u63012":42,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":70,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":66,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":65,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":49,"\u8be5github\u4ed3\u5e93\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u9884\u7f16\u8bd1\u597d\u7684":42,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":44,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":53,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":68,"\u8be6\u7ec6\u53ef\u53c2\u8003":48,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":66,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":33,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":68,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":35,"\u8be6\u7ec6\u89c1":43,"\u8be6\u7ec6\u8bbe\u8ba1":25,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[67,71],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":31,"\u8bed\u8a00\u6a21\u578b":64,"\u8bf4\u660e":[19,35,60],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":48,"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":70,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":49,"\u8bf7\u4fdd\u8bc1travi":48,"\u8bf7\u5148\u4f7f\u7528":[41,42],"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":50,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":57,"\u8bf7\u53c2\u8003":[3,28,33,39,44,49,50,68],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":68,"\u8bf7\u53c2\u8003\u9875\u9762":70,"\u8bf7\u53c2\u8003layer\u6587\u6863":65,"\u8bf7\u53c2\u89c1":48,"\u8bf7\u53c2\u9605":47,"\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":71,"\u8bf7\u5728\u8be5pull":48,"\u8bf7\u5b89\u88c5cuda":38,"\u8bf7\u5c06with_doc\u9009\u9879\u5173\u95ed":50,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":48,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":48,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":36,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":55,"\u8bf7\u67e5\u770b":64,"\u8bf7\u6ce8\u610f":[36,47,59,64],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":48,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":48,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":57,"\u8bf7\u786e\u4fdd":48,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":48,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":48,"\u8bf7\u8bb0\u4f4f":53,"\u8bf7\u8fd0\u884c":36,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":48,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":33,"\u8bf7\u9075\u5b88":48,"\u8bf7\u91c7\u7528":48,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":57,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":34,"\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":60,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":60,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":60,"\u8c03\u7528":[49,65],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":34,"\u8c03\u7528\u65b9\u6cd5\u89c1c":41,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":49,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":71,"\u8d1f\u6837\u672c":68,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":72,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":72,"\u8d21\u732e\u6587\u6863":50,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":58,"\u8d77":44,"\u8def\u5f84\u4e0b":[34,66],"\u8df3\u8f6c\u5230":48,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":65,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8f6c\u6362\u8fc7\u6765\u7684":66,"\u8f6e":70,"\u8f83":44,"\u8f93\u5165":[43,47],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":46,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":46,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":65,"\u8f93\u5165\u5c42\u5c3a\u5bf8":66,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":44,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":44,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":44,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":57,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":72,"\u8f93\u5165\u6587\u672c":64,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":64,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":49,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":49,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":66,"\u8f93\u5165\u7684":64,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":73,"\u8f93\u5165\u7684\u540d\u5b57":49,"\u8f93\u5165\u7684\u5927\u5c0f":49,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":64,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":64,"\u8f93\u5165\u7684\u7c7b\u578b":49,"\u8f93\u5165\u95e8":72,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":72,"\u8f93\u5165n\u4e2a\u5355\u8bcd":68,"\u8f93\u51fa":[43,47],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":46,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":46,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":68,"\u8f93\u51fa\u51fd\u6570":47,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":43,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":46,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":70,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":64,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":72,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":72,"\u8f93\u51fa\u67092\u5217":64,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":66,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":64,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":64,"\u8f93\u51fa\u7684\u68af\u5ea6":55,"\u8f93\u51fa\u76ee\u5f55":66,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":59,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":44,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":33,"\u8fd0":36,"\u8fd0\u884c":38,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":70,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":73,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":36,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":64,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":64,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":34,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":36,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":53,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[33,51,68],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":36,"\u8fd0\u884c\u5931\u8d25":57,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":64,"\u8fd0\u884c\u5b8c\u6210\u540e":53,"\u8fd0\u884c\u5b8c\u811a\u672c":72,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":64,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":72,"\u8fd0\u884c\u65e5\u5fd7":53,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":60,"\u8fd1":44,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":73,"\u8fd4\u56de":[8,9,10,13,15],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":71,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":70,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":[3,39],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":31,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":49,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,13,15],"\u8fd8\u4f1a":44,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":41,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":48,"\u8fd8\u662f":44,"\u8fd8\u662f\u4ece":20,"\u8fd8\u6709":44,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":72,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":71,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":65,"\u8fd9":[33,44,68],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":52,"\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":46,"\u8fd9\u4e09\u4e2a\u5206\u652f":31,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":68,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":53,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":65,"\u8fd9\u4e24\u4e2a\u6807\u51c6":71,"\u8fd9\u4e2a":[44,58],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":33,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":33,"\u8fd9\u4e2a\u51fd\u6570\u7684":47,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":44,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":47,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":28,"\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":73,"\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":60,"\u8fd9\u4e2a\u57fa\u7c7b":49,"\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":72,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":46,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":27,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":44,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":73,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":27,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":68,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":73,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":28,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":44,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":36,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":49,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":49,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":71,"\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":58,"\u8fd9\u4e2a\u8868\u683c":58,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":46,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":34,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":48,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":64,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":58,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":73,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":36,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":47,"\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\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":60,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":46,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":33,"\u8fd9\u4e9b":53,"\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":20,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":60,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":70,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":49,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":33,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":33,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":66,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":66,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":66,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":71,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":44,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":49,"\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":34,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":48,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":48,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":49,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":73,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":44,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":35,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":48,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":48,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":44,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":71,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":44,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":71,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":47,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":27,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":73,"\u8fd9\u5df2\u7ecf\u5728":72,"\u8fd9\u610f\u5473\u7740":47,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":34,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":57,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":33,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":72,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":43,"\u8fd9\u662f\u56e0\u4e3a":27,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":65,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":48,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":44,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":33,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":73,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":73,"\u8fd9\u6837":[28,34,53],"\u8fd9\u6837\u4fdd\u8bc1":31,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":33,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":57,"\u8fd9\u6837\u5bb9\u5668\u7684":60,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":70,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":25,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":36,"\u8fd9\u6837\u5f53\u8be5pull":48,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":49,"\u8fd9\u6837\u7684\u8bdd":59,"\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":70,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":52,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":34,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":49,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":33,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":49,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":57,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":47,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":46,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":60,"\u8fd9\u7bc7\u6587\u6863":48,"\u8fd9\u7bc7\u6587\u6863\u5c06\u4ee5linux":42,"\u8fd9\u7bc7\u6587\u7ae0":73,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":44,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":47,"\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":[33,36,47,48,58,60,66,71],"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":36,"\u8fd9\u91cc\u4ee5":68,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":34,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":34,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":72,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":44,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":33,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":34,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":73,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":68,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":39,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":34,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":70,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":65,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":65,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":70,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":49,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":36,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":60,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":68,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":34,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":73,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":73,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":53,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":73,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":73,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":73,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":65,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":68,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":58,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":73,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":73,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":73,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":68,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":48,"\u8fdb\u5165":72,"\u8fdb\u5165\u5bb9\u5668":59,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":36,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":60,"\u8fdb\u7a0b\u7684":53,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":60,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":60,"\u8fdb\u7a0b\u9700\u8981\u7684":60,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":31,"\u8fdb\u884c\u4e86":44,"\u8fdb\u884c\u4f7f\u7528":65,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":60,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":60,"\u8fdb\u884c\u56de\u590d":48,"\u8fdb\u884c\u5f00\u53d1":48,"\u8fdb\u884c\u62c6\u89e3":44,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":49,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":34,"\u8fdb\u884c\u9884\u6d4b":68,"\u8fdb\u9636\u6307\u5357":[39,63],"\u8fde\u63a5":46,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":72,"\u9000\u4f11\u4eba\u5458":69,"\u9000\u51fa\u5bb9\u5668":59,"\u9002\u4e2d":44,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":36,"\u9009":44,"\u9009\u62e9":44,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":68,"\u9009\u62e9\u76ee\u6807\u5206\u652f":48,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":55,"\u9009\u62e9\u8fc7\u540e\u7684":73,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":58,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":69,"\u9009\u9879":[35,64],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":25,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":54,"\u901a\u5e38":[28,53,72],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":60,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":57,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":33,"\u901a\u5e38\u540d\u5b57\u662f":48,"\u901a\u5e38\u60c5\u51b5\u4e0b":52,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":59,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":58,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":47,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":49,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":44,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":57,"\u901a\u7528":54,"\u901a\u77e5":44,"\u901a\u8fc7":[33,44,48,49,53,68],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":46,"\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f\u6765\u7f16\u8bd1":42,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":65,"\u901a\u8fc7\u4f7f\u7528":35,"\u901a\u8fc7\u51fd\u6570":60,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":65,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":33,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":46,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":46,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":48,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":72,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":68,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":28,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":39,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":49,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":68,"\u901a\u8fc7data":46,"\u901a\u8fc7volum":58,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":25,"\u903b\u8f91\u56de\u5f52":68,"\u9053\u6b49":44,"\u9069":44,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":48,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":31,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":69,"\u9075\u5faa\u6587\u7ae0":64,"\u90a3\u4e48":[28,46,49],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":46,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":33,"\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":33,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":33,"\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":33,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":34,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":47,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":47,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":33,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":33,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":50,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":33,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":33,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":33,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":57,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":52,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":52,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":33,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":52,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":52,"\u90ae\u7f16":69,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":58,"\u90fd":44,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":55,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":34,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":44,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":43,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":44,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":27,"\u90fd\u7528":48,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":48,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":49,"\u914d\u7f6e":72,"\u914d\u7f6e\u4e86\u7f51\u7edc":70,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":65,"\u914d\u7f6e\u5982\u4e0b":64,"\u914d\u7f6e\u6253\u5f00":52,"\u914d\u7f6e\u6587\u4ef6":68,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":49,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":64,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":25,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":53,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":47,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":49,"\u914d\u7f6eapi":43,"\u9152\u5e97":44,"\u91c7\u6837\u5c42":70,"\u91c7\u7528":71,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":71,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":55,"\u91c7\u7528multi":33,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":59,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":38,"\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":66,"\u91cc\u7684\u65e5\u5fd7":53,"\u91cc\u9762\u6db5\u76d6\u4e86":36,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":36,"\u91cd\u547d\u540d\u6210":27,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":52,"\u9488\u5bf9\u4e0d\u540c\u5e73\u53f0\u7684\u7f16\u8bd1\u5de5\u5177":42,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":59,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":33,"\u9488\u5bf9\u6587\u672c":70,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":35,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":27,"\u94fe\u63a5\u5f85\u8865\u5145":68,"\u9500\u552e":69,"\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":68,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":33,"\u955c\u50cf\u91cc\u6709":59,"\u957f\u5ea6":33,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":47,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":47,"\u95ee\u9898":34,"\u95f4\u9694":68,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":55,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":55,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":44,"\u9664\u53bbdata\u5c42":68,"\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":64,"\u9664\u96f6\u7b49\u95ee\u9898":33,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":48,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":71,"\u968f\u673a\u6570\u7684\u79cd\u5b50":55,"\u968f\u673a\u6570seed":54,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":34,"\u9694\u5f00":66,"\u96c6":69,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":73,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":73,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":55,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":59,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":53,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":53,"\u96c6\u7fa4\u5de5\u4f5c":53,"\u96c6\u7fa4\u6d4b\u8bd5":54,"\u96c6\u7fa4\u8bad\u7ec3":54,"\u96c6\u7fa4\u8fdb\u7a0b":53,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":53,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":53,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":53,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":52,"\u9700\u8981":20,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":60,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":48,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":58,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":25,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":48,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":60,"\u9700\u8981\u5728":53,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":59,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":50,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":28,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":66,"\u9700\u8981\u5bf9":58,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":33,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":72,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":31,"\u9700\u8981\u5f15\u7528":28,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":44,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":39,"\u9700\u8981\u660e\u786e\u6307\u5b9a":55,"\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":58,"\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":60,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[31,55,70],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":49,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":44,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":41,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":28,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":46,"\u975e\u5e38\u6570":49,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":49,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":41,"\u97f3\u4e50\u5267":69,"\u987a\u5e8f":44,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":70,"\u9884\u5904\u7406\u811a\u672c":72,"\u9884\u5b9a\u4e49\u7f51\u7edc":72,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":72,"\u9884\u63d0\u4ea4\u94a9\u5b50":48,"\u9884\u6d4b\u540e":71,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":72,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":66,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":70,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":68,"\u9884\u6d4b\u811a\u672c\u662f":71,"\u9884\u6d4bid":68,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":72,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":64,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":64,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":66,"\u989d\u5916\u7684\u53c2\u6570":68,"\u9996\u5148":[3,34,44,47,49,64,66,68,71,72],"\u9996\u5148\u4e0b\u8f7dcifar":65,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":35,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":48,"\u9996\u5148\u5b89\u88c5paddlepaddl":72,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":49,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":49,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":73,"\u9996\u5148\u901a\u8fc7":48,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":39,"\u9a71\u52a8":50,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":69,"\u9ad8\u4eae\u90e8\u5206":44,"\u9ad8\u53ef\u7528":58,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":47,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":33,"\u9ed1\u8272\u7535\u5f71":69,"\u9ed8\u8ba4":[3,55,73],"\u9ed8\u8ba4256k":25,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":68,"\u9ed8\u8ba4\u4e0d\u663e\u793a":55,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":46,"\u9ed8\u8ba4\u4e3a0":[55,57],"\u9ed8\u8ba4\u4e3a1":[3,57],"\u9ed8\u8ba4\u4e3a100":57,"\u9ed8\u8ba4\u4e3a4096mb":55,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":70,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":46,"\u9ed8\u8ba4\u4e3anull":55,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":55,"\u9ed8\u8ba4\u503c":[35,43,57],"\u9ed8\u8ba4\u503c\u4e3a":[41,42],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":46,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[33,53,72],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":72,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":44,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":72,"\u9ed8\u8ba4\u7684":59,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":57,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[41,42],"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":53,"abstract":32,"adamax\u7b49":68,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":68,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":41,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":41,"api\u4e2d\u4f7f\u7528":27,"api\u5bf9\u6bd4\u4ecb\u7ecd":45,"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":[25,58],"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":28,"api\u6587\u6863":41,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":50,"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\u6765\u9884\u6d4b":41,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":28,"api\u7684\u5934\u6587\u4ef6":[41,42],"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\u7ea7\u522b":41,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":41,"api\u7ea7\u522b\u4e3a21":41,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":28,"app\u4e2d":41,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":33,"atlas\u7684\u8def\u5f84":35,"avx\u7684\u955c\u50cf":36,"awselasticblockstore\u7b49":58,"batch\u4e2d\u5305\u542b":33,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":55,"batches\u6b21":55,"bin\u548c\u8bc4\u5206\u6587\u4ef6":70,"blas\u7684\u8def\u5f84":35,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":36,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":31,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":36,"book\u7684":39,"book\u7684docker\u955c\u50cf":36,"bool\u578b\u53c2\u6570":3,"boolean":[9,26,27],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":31,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":31,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":36,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":36,"byte":[25,33],"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":73,"case":[9,28,30,52],"char":22,"class":[6,7,8,9,11,12,13,15,16,27,32,33,49,72],"cmake\u4e2d\u5c06":52,"cmake\u53c2\u6570\u5982\u4e0b":42,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":41,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":33,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":[41,42],"cmake\u7f16\u8bd1\u65f6":35,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[41,42],"cmake\u914d\u7f6e\u4e2d\u5c06":52,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[41,42],"conf\u4f5c\u4e3a\u914d\u7f6e":73,"const":[22,29,32,49],"container\u4e2d":59,"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\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":39,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":33,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":57,"count\u548cgpu":57,"cpu\u7248\u672c":38,"cuda\u5e73\u53f0":38,"cuda\u5e93":55,"cudnn\u5e93":[35,55],"dat\u4e2d":70,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":60,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":44,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":44,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,68],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":33,"deb\u5305":31,"deb\u5305\u7f16\u8bd1\u95ee\u9898":31,"deb\u5b89\u88c5\u5305":38,"decay\u5219\u4e3a0":65,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":46,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":46,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":46,"decoer\u67b6\u6784":46,"default":[7,8,9,10,12,13,15,16,17,32,57,59,60,72],"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":70,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":73,"docker\u5b58\u5728\u95ee\u9898":36,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":50,"docker\u7684\u5b98\u7f51":50,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":36,"dockerfile\u4f4d\u4e8epaddlepaddl":36,"dockers\u8bbe\u7f6e":36,"dropout\u7684\u6bd4\u4f8b":49,"elec\u6d4b\u8bd5\u96c6":68,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":68,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":44,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":46,"encoder\u8f93\u51fa":46,"entropy\u4f5c\u4e3acost":33,"enum":22,"evaluator\u7684\u503c\u4f4e\u4e8e0":73,"export":[9,33,36,38,65],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[3,39],"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":57,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":57,"final":10,"float":[3,7,8,9,11,13,34,52,66],"float\u7b49":57,"function":[9,10,11,13,16,18,21,22,23,24,29,30,32,47,72],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":73,"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":48,"github\u9996\u9875":48,"golang\u53ef\u4ee5\u4f7f\u7528":27,"golang\u7684":27,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":35,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":52,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":36,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":51,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":55,"gpu\u7248\u672c":38,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":71,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":33,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":72,"group\u6559\u7a0b":45,"gru\u6216lstm":47,"gru\u6a21\u578b":68,"gru\u6a21\u578b\u914d\u7f6e":68,"h\u5e76\u4e0d\u56f0\u96be":27,"hot\u7a20\u5bc6\u5411\u91cf":70,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":50,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[3,39],"id\u4e3a0\u7684\u6982\u7387":68,"id\u4e3a1\u7684\u6982\u7387":68,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":55,"id\u6307\u5b9a\u7684gpu":57,"id\u65e0\u6548":55,"image\u91cc":59,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"imdb\u6570\u636e\u96c6\u5305\u542b25":72,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":72,"imdb\u7684\u6570\u6910\u96c6":72,"import":[3,5,8,9,16,32,33,34,39,50,64,65,66,72,73],"include\u4e0b\u9700\u8981\u5305\u542bcbla":35,"include\u4e0b\u9700\u8981\u5305\u542bmkl":35,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":25,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[3,7,8,9,10,13,21,22,24,27,28,30,44,49,57,71],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":27,"issue\u7f16\u53f7":48,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":58,"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":58,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":60,"job\u7684\u540d\u5b57":60,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":60,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":51,"kubernetes\u5355\u673a\u8bad\u7ec3":51,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":58,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":60,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":60,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":58,"kubernetes\u652f\u6301\u591a\u79cdvolum":58,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":59,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":58,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":44,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":44,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":46,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":39,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":49,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":35,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":35,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":35,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":35,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":31,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":57,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":57,"long":[9,10,13],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":72,"lstm\u6a21\u578b":68,"lstm\u6a21\u578b\u914d\u7f6e":68,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":72,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":46,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":47,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":47,"memory\u53ea\u80fd\u5728":46,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":44,"memory\u6307\u5411\u4e00\u4e2alay":46,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":47,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":44,"memory\u7684":47,"memory\u7684\u521d\u59cb\u72b6\u6001":46,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":44,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":46,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":47,"memory\u7684i":46,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":46,"mkl\u7684\u8def\u5f84":35,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":35,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":73,"mode\u7684python\u51fd\u6570":73,"model\u505a\u5206\u652f\u7ba1\u7406":31,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":70,"name\u662f\u4f53\u88c1":70,"name\u662f\u5e74\u9f84":70,"name\u662f\u6027\u522b":70,"name\u662f\u7535\u5f71\u540d":70,"name\u662f\u804c\u4e1a":70,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":60,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":41,"new":[9,13,17,18,21,22,23,30,48,49],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":58,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":73,"noavx\u7248\u672c":38,"normalization\u5c42":66,"normalization\u5c42\u7684\u53c2\u6570":66,"note\u7684\u4e66\u5199":31,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":36,"null":[9,49,55],"num_gradient_servers\u53c2\u6570":60,"openblas\u7684\u8def\u5f84":35,"out\u4e0b\u5305\u542b":65,"out\u7684\u6587\u4ef6\u5939":65,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":44,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":60,"packages\u91cc\u9762":33,"packages\u91cc\u9762\u7684python\u5305":33,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":35,"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":73,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":44,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":33,"paddle\u4f7f\u7528git":31,"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":31,"paddle\u66ff\u6362\u6210":36,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":31,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":31,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":31,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":59,"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":59,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":36,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":28,"paddle\u955c\u50cf":59,"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":[43,46],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":72,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":44,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":39,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[41,42],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":39,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":68,"paddlepaddle\u4f7f\u7528\u5747\u503c0":33,"paddlepaddle\u4f7f\u7528avx":33,"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":34,"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":36,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":35,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":68,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":44,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":49,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":44,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[3,39],"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":68,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":34,"paddlepaddle\u5c06\u6839\u636e":41,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":34,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[41,42],"paddlepaddle\u5c06train":3,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":36,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":34,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":38,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":37,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":39,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":35,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":34,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":33,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":33,"paddlepaddle\u6587\u6863\u4f7f\u7528":50,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":50,"paddlepaddle\u662f\u4e00\u4e2a\u6700\u65e9\u7531\u767e\u5ea6\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u5171\u540c\u7814\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":0,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":[34,39],"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":36,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":33,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":33,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":41,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":50,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":50,"paddlepaddle\u7684\u6e90\u7801":48,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":37,"paddlepaddle\u7684bas":49,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":41,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":42,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":42,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":41,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":37,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":44,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":36,"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":33,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":41,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684andoid":41,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":68,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":46,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":46,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":60,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":36,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":55,"pass\u5230":73,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":55,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":55,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":55,"passes\u8f6e":55,"patch\u53f7":31,"patch\u53f7\u52a0\u4e00":31,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":57,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":55,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":55,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":55,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":55,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":72,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":72,"period\u6574\u9664":55,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":55,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":25,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":25,"pfsserver\u63d0\u4f9brest":25,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":42,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":42,"pi\u5e73\u53f0\u4f7f\u7528\u7684c":42,"pi\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":42,"pi\u7248\u672c\u7684\u5e93":42,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":42,"pi\u7cfb\u7edf":42,"pi\u7cfb\u7edf\u4e0a":42,"pi\u7cfb\u7edf\u7684\u7248\u672c":42,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":58,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":58,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":65,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":68,"prod\u7684\u751f\u4ea7\u955c\u50cf":36,"public":[13,32,49,59,72],"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":[2,4,33,68,70],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":33,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":34,"python\u5305":50,"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":49,"query\u6539\u5199":73,"rate\u4e3a0":73,"rate\u4e3a5":73,"rate\u88ab\u8bbe\u7f6e\u4e3a0":65,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":60,"release\u9875\u9762":31,"repo\u7684\u6839\u76ee\u5f55":36,"request\u524d":48,"request\u7684":48,"request\u88ab\u5408\u5e76\u540e":48,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":69,"resnet\u6a21\u578b":67,"return":[3,7,9,10,12,13,15,16,20,22,24,32,34,39,44,47,49,60,66],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":44,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":44,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":46,"rnn\u6a21\u578b":68,"rnn\u76f8\u5173\u6a21\u578b":51,"rnn\u914d\u7f6e":45,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"search\u7684\u65b9\u6cd5":55,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":44,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":46,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":55,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"sh\u6765\u8bad\u7ec3\u6a21\u578b":65,"sh\u6765\u8fdb\u884c\u6784\u5efa":50,"sh\u8c03\u7528\u4e86":66,"short":[9,10,32],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":33,"size\u4e3a1":73,"size\u4e3a50":73,"size\u4e3a512":55,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":33,"size\u5927\u5c0f\u4e3a128":72,"size\u662f3":73,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":33,"size\u7684\u503c":3,"softmax\u5c42":64,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":49,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":33,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":71,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":36,"ssh\u8fdb\u5165\u5bb9\u5668":36,"static":[22,28,32],"step\u51fd\u6570\u4e2d\u7684memori":46,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":46,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"super":49,"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":36,"tag\u4e3a":31,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":73,"tests\u7684paddlepaddl":48,"tflops\u4e86":52,"toolchain\u76ee\u5f55\u751f\u6210\u4e00\u5957\u7f16\u8bd1\u5de5\u5177\u94fe":41,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":39,"true":[7,8,9,10,12,13,15,16,30,33,44,47,49,57,60,66,70,71,72,73],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"try":[11,17,18,21,22,30,32,33],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":28,"type\u662fon":70,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":31,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":37,"ubuntu\u90e8\u7f72paddlepaddl":37,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":55,"utf8\u7f16\u7801":64,"uts\u7b49linux":58,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":35,"var":32,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":72,"vocab\u505a\u4e3a\u5b57\u5178":72,"void":[22,27,28,49],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":58,"w0\u548c":66,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":66,"while":[7,13,29,30,32,60,73],"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":47,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":44,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":44,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":39,"x\u548cwindow":[36,41],"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":36,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":39,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":60,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":60,"zero\u4e09\u79cd\u64cd\u4f5c":55,AGE:59,AWS:[20,58,61,62],And:[8,9,11,13,24,30,32],But:[9,10,13,32,33],EOS:9,For:[5,8,9,11,13,16,21,22,23,24,29,30,38,52],IDs:13,NFS:58,Not:[16,18],One:[8,10,15,32],PFS:25,QoS:59,TLS:[16,25],That:[9,13,30],The:[3,6,7,8,9,10,11,13,15,16,17,18,21,23,24,26,28,30,32,49,60,68,71,73],Their:[9,18],Then:9,There:[8,9,13,15,16,18,22,24,26,29,32],These:8,Use:[8,13,16,26,30],Used:10,Using:[18,32,72],Will:[13,15],With:[9,10],YES:24,Yes:36,___embedding_0__:60,___embedding_1__:60,__file__:24,__init__:49,__main__:[5,66],__meta__:70,__mse_cost_0__:60,__name__:[5,66],__rnn_step__:47,_binari:17,_librari:17,_link:10,_proj:9,_recurrent_group:47,_res2_1_branch1_bn:66,_source_language_embed:[47,64],_target_language_embed:[47,64],_test:17,aaaaa:20,abc:9,abl:[9,16],about:[9,10,24,26,32,71,73],abov:[3,8,9,16,17,18,21,52],abs:10,acceler:19,accept:[7,13,16,30,71],access:[9,10,16,21,24],accord:[8,9,22],accordingli:[8,9],accrod:10,accumul:[18,22],accuraci:8,acl:72,aclimdb:72,across:[9,13],act:[9,10,33,34,39,44,47],act_typ:68,activ:[10,14,39,47,68],activi:10,actual:9,adadelta:[33,68],adagrad:68,adam:[16,22,68,72],adamoptim:[64,68,72,73],adapt:[8,11],add:[9,10,13,17,32,33,48],add_depend:17,add_execut:17,add_input:49,add_test:[17,49],add_to:9,add_unittest_without_exec:49,addbia:49,added:[8,48],addit:[9,10],address:[18,22],addrow:49,addtolay:9,adversari:30,affect:9,afford:21,afi:3,aforement:17,after:[9,13,21,22,26,29,48],again:[16,18],age:[13,60,70],agg_level:[9,43,44],aggregatelevel:[43,44],ago:17,aircraft:73,airplan:65,aistat:9,alex:[9,72],alexnet_pass1:57,alexnet_pass2:57,algo_hrnn_demo:44,algorithm:[9,11,21,64,72,73],align:[9,10,13,73],all:[3,7,8,9,11,16,18,22,24,26,28,46,60,71,72],alloc:[7,22,24],allow:[16,22],allow_only_one_model_on_one_gpu:[54,55,57],almost:10,alreadi:[18,32,33,38],also:[9,10,13,16,17,23,29,30,32,52,68],alwai:[9,10,15,30,60],amazon:59,ambigu:30,amd64:58,amend:48,analysi:[71,72],android:41,android_abi:41,android_arm_neon:41,android_native_api_level:41,android_standalone_toolchain:41,androideabi:41,ani:[9,10,13,16,17,18,22,24,30],annot:71,annual:71,anoth:[9,16,24,32],anroid_arm_mod:41,anyth:[13,30,71],api:[9,13,15,16,17,22,23,24,25,29,31,52,60,63,72],api_shar:17,api_test:17,api_trainer_config:70,api_trainer_config_helpers_data_sourc:70,api_trainer_config_helpers_lay:[47,68],api_trainer_config_helpers_layers_context_project:70,api_trainer_config_helpers_layers_cos_sim:70,api_trainer_config_helpers_layers_data_lay:70,api_trainer_config_helpers_layers_embedding_lay:70,api_trainer_config_helpers_layers_fc_lay:70,api_trainer_config_helpers_layers_pooling_lay:70,apiserv:58,apivers:[58,59,60],apo:73,append:[3,15,30,44,47,60],append_gradient_machin:15,appleyard:52,appli:[9,10,32],applic:[52,59],approach:[9,29,68],apt:[38,65],arbitrari:9,arch:41,architectur:73,archiv:[13,27,28],arg:[3,8,10,13,33,34,60,65,66,68,71,72],arg_nam:9,argpars:60,args_ext:60,argument:[3,9,13,21,29,60,71],argumentpars:60,argv:66,arm64:41,arm:[41,42],arm_soft_fp_abi:41,armeabi:41,around:[3,9],arrai:[5,7,9,13,15,22,30,39,66],articl:48,arxiv:[9,10,72],as_row_vector:9,ask:18,assert:5,assign:[8,9,21],associ:[29,71],assum:[8,9],astyp:30,asyc:18,async:[18,54],async_count:[54,55],async_lagged_grad_discard_ratio:55,async_lagged_ratio_default:[54,55],async_lagged_ratio_min:[54,55],asynchron:18,atla:35,atlas_root:35,attenion:10,attent:[9,10,73],attr1:9,attr2:9,attr:[7,9,10,47],attribut:[9,10,14,32],auc:54,author:[25,58],authorized_kei:53,auto:[27,49,52],automat:[9,16,22,73],automaticli:9,automobil:65,avail:[18,22],averag:[8,9,12,21,71],average_test_period:[54,55,71],averagepool:9,avg:[43,52,68],avgcost:[68,70,72,73],avgpool:[9,68],avoid:[18,29,52],avx:36,await:59,awar:[16,18],aws:25,azur:58,b2t:64,b363:59,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:59,back:18,background:8,background_id:8,backward:[6,9,10,22,29,49],backward_first:47,backwardactiv:49,baidu:59,balasubramanyan:72,bank:71,bardward:10,bare:[58,59],barrierstatset:52,base:[8,9,12,13,16,21],baseactiv:10,baseev:15,basematrix:49,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[36,48,50,59,60],basic:[9,15],batch:[9,10,11,13,15,16,18,20,34,39,53,59,60,65,66,68,70,72,73],batch_0:66,batch_id:[15,39],batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,30],batch_siz:[13,33,34,39,53,64,65,68,70,72,73],batchsiz:[9,49],bazel:17,bbbbb:20,bbox:8,bcd:9,bcebo:13,bcm2708:42,beam:[9,47,73],beam_gen:[9,47],beam_search:[15,46,47],beam_siz:[9,47,54,55,57],beamsiz:73,becaus:[8,9,13,16,17,18,22,29,30,32,44],becom:32,been:[21,71],befor:[9,10,18,26,29,30,33],begin:[8,9,22,26],beginiter:[15,16],beginn:47,beginpass:[15,16],begintrain:16,being:[18,30],belong:[9,32],below:[9,13,18,22,29,30],benefit:[10,24],bengio:9,bertolami:72,besid:[9,13],best:[9,70],best_model_path:71,besteffort:59,beta1:11,beta2:11,beta:66,better:[9,10,17],between:[8,9,11,17,18,22,28,29,32,73],bgr:66,bi_gru:10,bi_lstm:10,bia:[9,10,11,49,66],bias:9,bias_attr:[9,10,33,34,44,47],bias_param:33,bias_param_attr:10,biases_:49,biasparameter_:49,biassiz:49,bidi:59,bidirect:[9,10,71,72],bidirectional_lstm_net:72,bigger:18,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:52,bin:[36,38,53,58,59,60,70],binari:[8,9,13,17,24],bind:32,bird:65,bitext:73,blank:9,bleu:73,block:[9,19,22],block_i:9,block_x:9,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:72,book:[13,47],bool:[7,8,9,10,12,13,49,55,57,72],boot:[9,46,47],boot_bia:9,boot_bias_active_typ:9,boot_lay:[44,47],boot_with_const_id:9,bos_id:[9,47],both:[6,7,9,10,16,17,18],bottom:68,boundri:8,branch:[9,16,31,48],brendan:72,brief:22,broadcast:18,broken:48,browser:36,bryan:72,buf_siz:13,buffer:[13,30,32],buffer_s:13,buffered_read:30,bug:48,build:[9,13,17,24,36,41,42,48,60,61,62,73],build_dict:13,build_doc:50,built:[17,52],bunk:72,c11:27,c703c041:48,c99:28,cach:[33,71],cache_pass_in_mem:[3,33,71],cachetyp:[3,33,71],calc_batch_s:[3,71],calcul:[8,9,10,11,18,22],call:[8,9,10,16,21,22,23,24,32,52,60,68],callabl:[7,9,13],callback:49,calrnn:44,caltech:65,can:[7,8,9,10,13,16,18,21,24,29,30,52],can_over_batch_s:[3,71],candid:9,cannot:[32,33],capi:27,capi_prvi:28,caption:73,card:53,care:[10,24,30],cat:[36,60,65,66,72],categori:[9,13,18],categorig:13,categoryfil:59,caus:[18,26],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:73,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10],ceph:[20,58],cephf:[20,24,25],certain:32,certif:[16,25,58],cffi:27,cfg:59,cgo:27,chain:13,challeng:[9,18],chanc:16,chang:[9,13,17,21,24,29,30,32,48,72],channel:[9,52],check:[3,13,33,38,48,49,55],check_align:13,check_eq:49,check_fail_continu:3,check_l:49,check_sparse_distribution_batch:[54,55],check_sparse_distribution_in_pserv:[54,55],check_sparse_distribution_ratio:[54,55],check_sparse_distribution_unbalance_degre:[54,55],checkgrad:55,checkgrad_ep:55,checkout:48,checksum:25,chunk:[21,25],chunk_schem:8,chunktyp:8,cifar:65,cifar_vgg_model:65,claimnam:60,clang:[27,36,48],clarifi:8,class1:72,class2:72,class_dim:72,classic:9,classif:[9,68,72,73],classifi:66,classification_cost:[33,44,65,68],classification_error_evalu:[8,68,72,73],classification_evalu:8,clean:[17,29,33,48],clear:[8,17,29,32],clearer:29,clearli:32,client:[23,58],clip:[7,55,68],clock:9,clone:[9,36,42],close:[3,30,48],cloud:[18,24,25,26],cluster:[16,18,22,53,58,60],cluster_train:53,cmake:[28,33,35,41,42,48,50,52],cmake_build_typ:[41,42],cmake_c:[41,42],cmake_system_nam:[41,42],cmakelist:[17,49],cmatrix:[27,28],cna:9,cnn:[9,59,68],code:[3,5,9,13,16,17,29,30,36,49,59,70],coded_stream:33,codedinputstream:33,coeff:9,coeffici:9,collabor:18,collect:[9,13,15],collectbia:49,color:[65,66],colour:13,column:[8,9,30],column_evalu:8,com:[9,10,13,36,38,41,42,48,58,59,66],combin:[8,9,10,13,15,32],comma:22,command:[17,24,26,49,57,59,60,61,62],commandlin:[52,60],comment:[9,17,44,60],commit:59,common:[13,20],common_util:53,commonli:26,commun:[18,22,23],compil:[9,17,38,41,42],complet:[9,10,13,15,18,21,22,25,59,60],complex:[10,30],complic:9,compos:[13,16],composenotalign:13,compress:21,comput:[9,10,16,18,32,71,72],computation:9,conat:9,concat:[47,73],concaten:10,concept:[8,16,29,32],concern:16,concurr:18,condit:[9,21,59],conf:[5,9,33,44,53,60,64,66,73],conf_paddle_gradient_num:60,conf_paddle_n:60,conf_paddle_port:60,conf_paddle_ports_num:60,conf_paddle_ports_num_spars:60,config:[7,9,10,20,26,34,39,49,53,54,55,57,58,59,60,65,68,70,71,72,73],config_:55,config_arg:[54,55,57,66,68,71,72],config_bas:[8,9,15],config_fil:71,config_gener:[53,70],config_lay:49,config_len:22,config_pars:[5,49],config_proto:22,configprotostr:33,configur:[9,22,24,49,64,66,73],confirm:26,conflict:[32,48],confront:73,conll05st:71,conll:[13,71],connect:[10,24,59,68],connectionist:[9,72],connor:72,consequ:[9,10],consid:[8,9,11],consider:10,consist:[8,9,13,21,30],constraint:32,construct:[8,16,32],constructor:32,consum:18,contact:18,contain:[3,8,9,10,12,13,15,16,21,29,32,59,60],content:[22,26],content_len:22,context:[3,9,10,13,32,47,58],context_attr:10,context_len:[9,10,68],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,68],continu:[8,18],contrast:9,control:[7,59,73],conv:10,conv_act:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_layer_attr:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:16,convent:22,convert:[3,5,13,20,30],convlay:9,convolut:[9,10,13],convoper:9,convtran:9,convtranslay:9,cool:48,coordin:[18,22],copi:[15,16,21,26,70],core:[7,28,29],corpora:73,corpu:[13,71],correct:9,correctli:[8,13],correspoind:16,correspond:16,corss_entropi:16,cos:9,cosin:9,cost:[11,15,16,34,39,70,72,73],cost_id:9,could:[9,13,15,16,21,29,30],couldn:38,count:[8,18,24,30,52,55,57,59,70,71,72,73],counter:[18,21],cours:[8,24],cpp:[27,28,29,33,44,49,52,60,68,70,73],cpu:[3,7,9,24,29,31,36,38,52,57,59,60,71],cpuinfo:36,cpusparsematrix:28,crash:[18,52],creat:[7,9,13,15,16,18,22,25,26,29,39,48,49,59,60],create_bias_paramet:49,create_input_paramet:49,createfromconfigproto:5,createorgetvari:32,createvari:32,creator:[13,20],credenti:26,crf:71,critic:72,crlf:48,crop:66,crop_siz:66,cross:[9,33,41,42,68],cross_entropi:[9,16],cross_entropy_with_selfnorm:9,crt:[25,58],csc:49,cslm:73,csr:49,ctc:8,ctc_evalu:8,ctest:[36,48],ctrl:[53,70],ctx:71,ctx_0:71,ctx_0_slot:71,ctx_n1:71,ctx_n1_slot:71,ctx_n2:71,ctx_n2_slot:71,ctx_p1:71,ctx_p1_slot:71,ctx_p2:71,ctx_p2_slot:71,cub:65,cuda:[17,38,52,53,55],cuda_dir:[54,55],cuda_so:[33,36],cuda_visible_devic:33,cudaconfigurecal:52,cudadevicegetattribut:52,cudaeventcr:52,cudaeventcreatewithflag:52,cudafre:52,cudagetdevic:52,cudagetdevicecount:52,cudagetdeviceproperti:52,cudagetlasterror:52,cudahostalloc:52,cudalaunch:52,cudamalloc:52,cudamemcpi:52,cudaprofilerstart:52,cudaprofilerstop:52,cudaprofilestop:52,cudaruntimegetvers:52,cudasetdevic:52,cudasetupargu:52,cudastreamcr:52,cudastreamcreatewithflag:52,cudastreamsynchron:52,cudeviceget:52,cudevicegetattribut:52,cudevicegetcount:52,cudevicegetnam:52,cudevicetotalmem:52,cudnn:[9,12,17],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[54,55],cudnn_convt:9,cudnn_dir:[54,55],cudnnv5:35,cudrivergetvers:52,cuinit:52,cumul:9,curl:58,current:[3,9,18,22,29,32,58],current_word:47,currentcost:[68,70,72,73],currentev:[68,70,72,73],curv:16,custom:[16,24],custom_batch_read:30,cutoff:13,cxx_compil:[41,42],cxx_flags_minsizerel:[41,42],cycl:18,cyclic:9,cython:27,dalla:3,dan:71,dandroid_abi:41,dandroid_arm_mod:41,dandroid_arm_neon:41,dandroid_standalone_toolchain:41,darwin:58,dat:[13,20,53,70],data:[3,8,10,11,15,16,20,21,25,29,32,33,38,39,44,47,53,54,59,60,61,64,65,66,68,70,71,72,73],data_config:5,data_dir:[64,65,72,73],data_feed:13,data_fil:34,data_lay:[3,33,34,44,65,68,71],data_nam:13,data_read:[13,30],data_reader_creator_random_imag:30,data_typ:[13,39,47],databas:13,datacent:[20,26],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,33,34,53,60,68,70,71],dataprovider_:68,dataprovider_bow:68,dataprovider_emb:68,dataproviderconvert:5,datasci:9,dataset:[20,24,30,39,47,66,69,72,73],date:71,db_lstm:71,dcmake_install_prefix:[41,42],dcmake_system_nam:[41,42],dcudnn_root:35,dead:18,deb:[38,48],debug:26,decai:11,decar:13,decent:21,decid:[16,30],declar:9,decod:[9,10,46,47,73],decoder_boot:47,decoder_group_nam:47,decoder_input:47,decoder_mem:47,decoder_prev:10,decoder_s:47,decoder_st:[10,47],deconv:9,deconvolut:9,decor:[3,13],deep:[9,52,65,66],deer:65,def:[3,5,9,13,16,20,24,30,33,34,39,44,47,49,60,66,68,71],defalut:9,default_decor:60,default_devic:57,default_valu:57,defect:29,defin:[3,9,10,13,16,17,18,30,32,33,39,68],define_py_data_sources2:[3,33,34,65,66,68],defini:73,definit:[13,18,21,64],degre:9,delet:[18,24,25,48],delimit:[8,70],delv:9,demand:18,demo:[5,9,13,53,59,61,64,65,66,68,70,72,73],dens:[9,13,22,23,70],dense_arrai:13,dense_vector:[3,5,13,34,39],dense_vector_sequ:13,dep:17,depend:[17,18,24],deploi:9,deprec:9,deriv:[6,16],descent:[9,18],describ:[16,17,21,29,59],descript:[8,17,60],deseri:[15,29],design:[9,13,27],desir:[18,59],destin:[22,26],destruct:32,det_output:8,detail:[7,8,9,10,11,21,24,26,32],detect:48,detection_evalu:8,detection_output:8,determin:[9,13],dev:[33,36,48,65,73],develop:[17,29,31,48,73],deviat:7,devic:[7,29,33,36,57],deviceid:57,devid:9,dez:72,dict:[3,8,13,15,33,44,60,70,72,73],dict_dim:[33,44,72],dict_fil:[8,44,71],dict_siz:13,dictionari:[3,8,9,13,15,16,33,68,73],dictrionari:68,dictsiz:73,did:29,diff:48,differ:[8,9,17,18,22,32],difficult:8,digit:9,dim:[9,13,49,64,72],dimens:[6,9,12,13,33],dimes:9,dir:[41,53,60,66,70,71,72,73],direct:[9,10],directli:[10,23,24,29],directori:[9,17,20,25,26,48,52,59],disabl:33,discard:[13,18,21,48,55],discount:9,discov:18,discuss:[16,21,22,23],dispatch:29,displai:[24,26],disput:73,dist_train:[16,24],distanc:8,distinguish:17,distribut:[9,21,22,23,55,61,62],distribute_test:[54,55],disucss:16,divid:11,diy_beam_search_prob_so:[54,55],dmkl_root:35,do_forward_backward:30,doc:[5,10,13,36,50,60],doc_cn:50,docker:[31,33,36,48,59,60,61,62],docker_build:16,docker_push:16,dockerfil:[36,48,60],dockerhub:36,document:[10,25],documentari:3,doe:[10,18,21,22,24,29,30],doesn:[7,9,13,16,30],dog:[65,66],don:[10,16,17,30],done:[8,9,10,17,18,21,22,48,52,60],dot:73,dot_period:[55,57,60,65,70,72,73],dotmuloper:9,dotmulproject:9,doubl:55,down:52,download:[13,18,25,59],download_cifar:65,doxygen:48,dpkg:38,dpython_execut:33,dpython_include_dir:33,dpython_librari:33,drive:32,drop_rat:7,dropout:7,dropout_r:9,drpi_arm_neon:42,drpi_toolchain:42,drwxr:59,dso_handl:38,dst:22,dtoh:52,dtype:[5,34,66],dubai:73,due:21,dummi:21,durat:21,dure:[3,9,18,21,24,73],dwith_c_api:[28,41,42],dwith_gpu:[35,42],dwith_profil:52,dwith_python:[28,42],dwith_swig_pi:[28,41,42],dwith_tim:52,dyld_library_path:9,dynam:[3,22,28,30],dynamic_cast:49,each:[3,8,9,12,13,15,17,18,21,22,24,29,30,32,70],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,30],easi:30,easier:[16,30],easili:[16,30,32],ec2:58,echo:[33,36,70,72],edit:8,edu:[13,59,65],effici:9,efg:9,either:[9,13,15,16],electron:59,elem_dim:9,element:[8,9,10,13,15,21,30],element_typ:22,elif:16,els:[9,16,24,32,36,44,49,66],emailweixu:17,emb1:44,emb2:44,emb:[33,44,59,68],emb_group:44,emb_sum:33,embed:[16,47,64,70,72],embedding_lay:[33,44,68],embedding_nam:[9,47],embedding_s:[9,47],empir:9,emplace_back:49,empti:[8,13,18,34],enabl:[7,9,17,21,52],enable_grad_shar:[54,55],enable_parallel_vector:55,enc_proj:[10,47],enc_seq:10,enc_vec:47,encapsul:22,encod:[10,21,44,73],encoded_proj:[10,47],encoded_sequ:[10,47],encoded_vector:47,encoder1:44,encoder1_expand:44,encoder1_rep:44,encoder2:44,encoder2_rep:44,encoder_last:9,encoder_s:47,end:[8,9,29,30,47,48,71,72],end_pass:16,enditer:[15,16,39],endpass:[15,16],endpoint:20,endtrain:16,engin:24,english:[9,73],ensembl:10,ensur:[18,32],entir:[9,10,22],entiti:[8,32],entri:[13,21,24],entropi:[9,68],entry_point:24,enumer:[6,33],enumerate_data_types_of_data_lay:13,env:[33,60],environ:[9,16,33,52,59],eol:48,eos_id:[9,47],epsilon:11,equal:[9,10,18,44],equat:[8,9,10,11],equival:[9,16],error:[7,8,9,11,16,21,26,32,33,55,68,70,72,73],error_clipping_threshold:7,especi:10,essenc:16,essenti:[9,16],estim:[9,16],eta:59,etc:[8,13,30,32,73],etcd:[18,21,22],etcd_addr:22,eth0:[53,60],eval:[8,68,70,72,73],eval_bleu:73,evalu:[9,14,15,52,53,70,72,73],evaluate_difficult:8,evaluate_pass:72,even:[16,30],evenli:22,event:[39,59],event_handl:[15,16,39],everi:[8,9,10,13,16,18,21,22,32],evid:29,exactli:[9,10],exampl:[8,9,10,11,13,15,24,26,29,30,66],exc_path:33,exceed:9,except:13,exchang:29,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exe:58,exec:36,execut:[17,18,21,24],exist:[16,18,26,30,72],exit:[22,26,59],expand:44,expand_a:[9,43,44],expand_lay:44,expand_level:[9,43],expandconvlay:9,expandlevel:43,expans:9,expect:9,expert:17,expir:18,explain:[8,18],explan:[9,24,32],explicit:49,explicitli:16,explor:9,exponenti:6,expos:23,express:16,extend:8,extent:28,extern:[17,27,28],external_librari:17,extra:[7,9,10],extra_lay:15,extraattr:[7,57],extraattribut:9,extraattributenon:9,extract:[8,9,29,64,66,71],extract_fea_c:66,extract_fea_pi:66,extralayerattribut:[7,10],extralayeroutput:10,extrem:9,f1205:33,f120da72:59,fa0wx:59,fabric:53,face:17,facotr:9,factor:[7,9,11],factori:27,fail:[18,21,33,38,55,59],failur:[18,22],fake_imag:30,falloc:25,fals:[7,8,9,10,11,13,30,33,34,39,44,47,49,57,59,64,68,71,72,73],false_label:30,false_read:30,faq:63,fast:[9,21,52],faster:[9,10,18],fault:21,fbd1f2bb71f4:59,fc1:[49,57],fc2:57,fc3:57,fc4:57,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[33,34,44,57,68,70],fc_layer_nam:10,fc_mat:15,fc_param:33,fc_param_attr:10,fclayer:49,fdata:[44,71],fea:66,fea_output:66,feat:72,featur:[3,6,9,13,48,66,70,71],feature_a:33,feature_b:33,feature_map:70,feed:[10,13,15,16,39],feeder:13,fernan:72,festiv:3,fetch:[13,18,33,48],few:[17,18,30],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,70],figur:[16,17,64,73],file1:73,file2:73,file:[3,8,9,13,15,16,17,18,20,21,22,24,25,26,28,30,48,66,69,72,73],file_list:3,file_nam:[34,44,66,68,71],filenam:[3,20,33,70],fileoffset:25,filer:9,filesystem:[24,25],fill:[9,18,21],filter:9,filter_s:[9,10],filter_size_i:9,find:[9,11,18,32,38],fine:[7,21],finish:[18,21,24,59],first:[9,13,16,18,21,24,26,68],first_seq:47,firstli:[8,9],firstn:13,firstseen:59,fit:13,fix:[7,27,48],flag:13,flexiabl:30,flexibl:[9,10,16,22],flight:73,float32:[5,13,30,34,66],floor:9,flow:31,folder:[20,24,26,73],follow:[8,9,10,11,13,16,17,18,21,24,30,32,61,62],forbid:16,force_load:27,forget:[11,16],fork:9,form:[9,10,11],format:[8,13,21,48,49],former:[16,17],formula:[9,10],formular:9,forward:[6,9,10,22,29,49],forwardactiv:49,forwardtest:5,found:[9,32],four:8,frame:8,framework:[16,32],free:13,french:73,frequenc:13,frequent:[21,30],friend:32,frog:65,from:[3,5,8,9,10,13,15,17,18,20,21,22,26,29,30,32,33,34,36,46,52,59,64,65,68,70,71,72,73],from_no_sequ:[9,43],from_sequ:[9,43],fromfil:[30,34,66],fulfil:52,full:[9,18],full_matrix_project:[10,44,47],fulli:68,fullmatrixproject:9,fully_matrix_project:10,fullyconnectedlay:49,func:[3,13,21],further:9,futur:9,gain:9,gamma:66,gan:16,gangliao:17,gate:[9,10],gate_act:[9,10,44],gate_recurr:9,gather:[9,29],gauss:7,gcc:[27,36,41,42],gce:58,gcepersistentdisk:58,gdebi:38,gen:[9,73],gen_conf:73,gen_data:73,gen_result:73,gender:[13,60,70],gener:[3,8,9,10,13,15,16,17,18,20,21,22,30,52,57,60,64,73],generated_word_embed:9,generatedinput:[9,46,47],genr:[60,70],gereat:8,get:[3,8,9,10,13,15,17,21,22,24,25,32,38,49,59,65,70,71,72],get_batch_s:71,get_best_pass:72,get_config_arg:[57,72],get_data:[59,68,71],get_dict:13,get_embed:13,get_imdb:72,get_input_lay:49,get_model:66,get_movie_title_dict:13,get_output_layer_attr:10,get_sample_from_lin:33,get_shap:15,get_word_dict:13,getbatchs:49,getenv:[16,24,60],gethostbynam:60,gethostnam:60,getidmap:60,getinput:49,getinputgrad:49,getinputvalu:49,getoutputgrad:49,getoutputvalu:49,getparameterptr:49,getpodlist:60,getsiz:49,gettask:21,gettranspos:49,getvari:32,getvarloc:32,getw:49,getweight:49,getwgrad:49,gildea:71,gist:10,git:[31,33,36,42,48],github:[10,36,38,42,48,66],give:[3,18],given:[13,15,22,30],global:[7,16,17,18,29,32,52],global_learning_r:7,globalstat:52,globalstatinfo:52,globe:3,glusterf:58,gnueabihf:42,go_librari:17,go_test:17,gob:21,godoc:27,goe:[9,10,18,32],good:[9,30],goodfellow13:9,googl:[16,33,41],googleapi:58,got:32,gpu:[7,9,12,24,29,31,33,36,38,52,57,66,71,72,73],gpu_id:[33,55,57],gpugpu_id:54,grab:18,grad:[22,55],grad_share_block_num:[54,55],gradient:[7,8,9,11,15,18,21,29,55,60,68],gradient_clipping_threshold:[7,68,72],gradient_evalu:8,gradient_machin:[15,28],gradientmachin:[5,15,28,29,60,70,73],gram:64,graph:[9,15,17,18],grave:72,greater:9,grep:[36,72],groudtruth:47,ground:[8,9,73],group:[10,21],group_input1:47,group_input2:47,group_input:[44,47],grouplen:[13,69],gru:[9,68],gru_bias_attr:10,gru_decod:47,gru_decoder_with_attent:47,gru_encoder_decod:[64,73],gru_layer_attr:10,gru_memori:10,gru_siz:68,gru_step:47,gru_step_lay:10,grumemori:[10,47],gserver:[9,49],gsizex:52,guid:[25,59],gur_group:10,gzip:[21,59],hadoop:16,handi:17,handl:[13,16,24,29,30,32],handler:15,handwrit:72,happen:21,harvest:68,has:[8,9,10,11,13,16,18,21,22,52,71],has_kei:15,hassubseq:44,have:[9,10,13,16,17,18,21,22,24,29,30,32],hdf:20,head:72,header:[22,28,34,66],height:[9,13,27,30,49],held:18,hello:16,help:[5,26,48],helper:[9,10],henc:32,here:[7,8,9,10,13,16,17,18,23,26,30],heurist:[9,73],hidden:[9,10,33],hidden_a:33,hidden_b:33,hidden_dim:44,hidden_s:10,hierach:46,hierarch:[9,44],high:7,highest:13,highli:13,him:16,hint:5,hl_dso_load:38,hl_get_sync_flag:49,hold:[16,18,21,23,32],home:[20,26,53,59,60],honor:21,hook2:44,hook:[7,44,71],hookattr:7,hookattribut:7,horizont:9,hors:65,horst:72,host:[24,53,59],host_c:[41,42],hostnetwork:60,hostpath:[58,59,60],hot:68,hous:[3,13],how:[7,9,16,18,21,26,29],howardjohnson:44,howev:[9,10,29,30],howto:60,hpp:27,html:[13,65],htod:52,http:[9,10,13,24,36,38,41,42,48,58,59,65,66,69,73],huber:9,huge:9,huina:72,human:9,hyper:9,hyperplan:13,i0601:70,i0706:73,i0719:73,i1116:60,i1117:52,ib0:53,ics:13,icwsm:72,id_input:8,idea:[9,17,30],identityoffsetproject:9,identityproject:9,idmap:60,ids:[8,9,33,70],idx:[21,49],ieee:72,ies:26,ignor:[3,9],ijcnlp:72,illustr:[8,18,22],ilsvrc:66,imag:[12,13,16,30,48,59,60,61,62,65,66,73],image_a:30,image_b:30,image_classif:65,image_fil:30,image_lay:30,image_list_provid:66,image_nam:16,image_path:30,image_provid:65,image_reader_cr:30,image_s:66,imagenet:[9,20],imagepullpolici:60,imageri:9,images_reader_cr:30,imdber:72,img:[3,9,65],img_conv_lay:10,img_pool_lay:10,img_siz:65,imgsiz:52,imgsizei:52,imgsizex:52,immutable_paramet:16,implement:[9,10,11,13,21,22,23,24,27,28,29,32],impli:17,improv:9,inarg:5,inc_path:33,includ:[8,9,10,13,16,17,22,24,27,28,41,42,48,52],incorpor:9,incorrect:9,increas:[18,21,33],incupd:49,inde:[13,30],independ:[9,22,32],index:[8,9,12,13,15,18,21,44,70],indexslot:9,indic:[8,9,22],individu:18,industri:18,ineffici:29,infer:[16,18,27],infiniband:53,info:[8,9,13,39,44,49,53,60],inform:[9,13,24,26,32],ininst:16,init:[7,9,39,49,60,71],init_hook:[44,68,71],init_model_path:[54,55,57,64,68,71],initi:[3,7,9,13,17,21,55,68],initial_max:[7,33],initial_mean:[7,9,33],initial_min:[7,33],initial_std:[7,9,33],initpaddl:5,inlcud:10,inner:[33,44],inner_:44,inner_mem:44,inner_param_attr:10,inner_rnn_output:44,inner_rnn_st:44,inner_rnn_state_:44,inner_step:44,inner_step_impl:44,input1:[9,10],input2:9,input:[3,6,8,9,10,12,13,15,29,30,32,33,34,39,43,44,46,47,49,57,60,64,65,68,70,71,73],input_data:49,input_data_target:49,input_featur:6,input_fil:[34,71],input_hassub_sequence_data:49,input_id:9,input_imag:[10,65],input_index:49,input_label:49,input_lay:49,input_nam:16,input_sequence_data:49,input_sequence_label:49,input_sparse_float_value_data:49,input_sparse_non_value_data:49,input_t:49,input_typ:[33,34,44,68],inputdef:49,inputlayers_:49,inputtyp:13,insert:48,insid:[8,9,18,29,30],instal:[9,24,33,38,41,42,48,53,59,65,70],instanc:[9,18,20,23],instanti:18,instead:[9,10,12,17,24,30],int32:55,int64:25,integ:[3,8,9,13,21,24,27,39,68],integer_sequ:33,integer_valu:[3,13,33,39,44,68],integer_value_sequ:[3,13,44,47,68,71],integer_value_sub_sequ:44,integr:[8,71],inter:9,intercept:9,interfac:[7,9,10,21,24,26,29,53],intergr:9,intermedi:26,intern:[9,10,13,15],internet:18,interpret:8,introduc:[9,18,32],invalid:[30,32],invoc:17,invok:[3,9,15,29,52],iob:8,ioe:8,ip_str:60,ipc:58,ips:60,ipt:[9,33,44,47],ipython:16,is_gener:[9,64,73],is_kei:70,is_loc:15,is_predict:[68,72],is_seq:[9,47],is_stat:7,is_test:[66,71,72],is_train:3,isinst:[5,39],ispodallrun:60,isspars:49,issue_numb:48,item:[9,13,15,30,60],iter:[3,9,10,11,13,15,16,18,30],its:[3,9,10,16,18,21,29,32,38,52],itself:[10,18,32],java:27,jeremi:52,jie:[71,72],jmlr:9,job:[13,53,54,55,57,58,60,66,68,71,72,73],job_dispatch_packag:53,job_id:13,job_mod:64,job_nam:[24,60],job_namespac:60,job_path:60,job_path_output:60,job_workspac:53,jobnam:60,jobpath:60,jobselector:60,jobserv:24,johan:72,join:[18,44],joint:73,jointli:[10,73],journal:[71,72],jpg:66,json:[53,59,70],jth:10,jupyt:[24,36],just:[6,8,9,10,13,21,22,29,32],jypyt:16,k8s:60,k8s_data:60,k8s_job:16,k8s_token:16,k8s_train:60,k8s_user:16,kafka:20,kaim:9,kaimingh:66,kebilinearinterpbw:52,kebilinearinterpfw:52,keep:[9,13,18,32],kei:[3,13,15,18,20,21,25,48,52,58,60,70],kernel:9,key1:55,key2:55,keyword:60,kill:18,kind:[16,18,23,58,59,60],kingsburi:71,know:[10,16,21],kriz:[13,65],ksimonyan:10,kube:58,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeadm:58,kubectl:[58,59,60],kuberent:18,kubernet:[16,18,51,53,60,61,62],kubernetes_service_host:16,kwarg:[3,10,11,13,44,68,71],l1_rate:7,l2_rate:7,l2regular:[65,68,72],label:[3,8,9,11,13,15,30,33,34,39,44,59,65,66,68,71,72],label_dict:71,label_dim:[9,44,68],label_fil:[30,71],label_lay:30,label_list:71,label_path:30,label_slot:71,labeledbow:72,labelselector:60,lag:55,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,32,64],larg:[12,13,48,73],larger:[7,8,9],last:[8,9,10,43,44],last_seq:44,last_time_step_output:9,lastseen:59,latenc:9,later:17,latest:[9,18,33,59,60],launcher:16,layer1:[9,10,43],layer2:[9,43],layer3:9,layer:[5,7,8,10,12,13,14,15,30,39,43,46,47,49,66,68,71],layer_0:49,layer_attr:[9,47,57],layer_num:[57,66],layer_s:9,layer_typ:9,layerbas:49,layerconfig:49,layergradutil:49,layermap:49,layeroutout:9,layeroutput:10,layers_test:33,lbl:[8,65],ld_library_path:[9,38,53],learn:[7,8,9,10,11,13,16,22,30,36,52,65,66,71,72,73],learning_method:[34,64,65,68,72,73],learning_r:[7,22,33,34,64,65,68,72,73],leas:18,least:[8,9,18],lecun:13,left:9,leman:73,len:[3,9,22,25,44,49,60,68,71],length:[9,10,13,22,59],less:[9,16],less_than:16,let02:59,let:[8,9,16],level:[7,9,46],lgtest:17,lgtest_main:17,lib64:[33,36,38,53,55],lib:[9,28,35,38,41,42],lib_path:33,libapi:17,libari:28,libcuda:[33,36],libjpeg:65,libnvidia:[33,36],libpaddl:[27,28,48],libpaddle_capi:28,libpaddle_gserv:28,libpaddle_math:28,libprotobuf:33,librari:[9,17,23,28,38,53,55],libwarpctc:9,life:18,lifetim:32,like:[8,9,13,17,18,24,30,32,66],limit:[9,13,33,52],linaro:42,line:[3,8,13,17,24,26,33,44,48,57,71],line_count:33,linear:[9,39],linearactiv:34,linguist:71,link:[9,10,17,25,26,32,46,72],linux:[9,25,36,41,42,58],lipeng:64,lipton:72,list:[2,3,8,9,13,15,16,21,24,26,29,32,34,53,57,65,66,68,70,71,72,73],littl:22,lium:73,live:18,liwicki:72,load:[9,16,18,34,60,66,71,72,73],load_data_arg:5,load_featur:66,load_feature_c:66,load_feature_pi:66,load_missing_parameter_strategi:[54,55,57,64,71],loadparamet:5,loadsave_parameters_in_pserv:[54,55],loc:8,local:[7,18,23,35,38,50,53,54,55,60],localhost:[36,58],localip:60,localpath:26,lock:[18,21,22],log:[21,26,33,49,53,55,59,60,65,70,71,72,73],log_barrier_abstract:[54,55],log_barrier_lowest_nod:[54,55],log_barrier_show_log:[54,55],log_clip:[54,55],log_error_clip:[54,55],log_period:[55,57,59,60,65,68,70,71,72,73],log_period_serv:[54,55],logarithm:6,logger:[3,44],logic:[29,32],logist:68,look:[3,8,24],lookahead:9,loop:[30,32],loss:[9,68],low:9,lpaddle_capi_shar:28,lpaddle_capi_whol:28,lstm:[9,44,47,59,68],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:[10,44],lstm_group_input:44,lstm_input:44,lstm_last:44,lstm_layer_attr:10,lstm_nest_group:44,lstm_output:44,lstm_size:68,lstm_step:10,lstmemori:[10,44,47],lstmemory_group:[9,44],ltr:9,mac:[9,28,36,41],machan:10,machin:[9,10,13,15,46,72,73],machine_transl:47,made:[18,22],mai:[9,30,32],main:5,mainli:23,maintain:[9,21],majel:17,major:73,make:[3,8,9,16,17,18,21,22,29,30,38,41,42,48,49,52,72],man:25,manag:[18,22,23,26,32],mandarin:9,mani:[9,10,21,29,32],manner:9,manufactur:73,mao:72,map:[8,9,13,15,16,21,32,39],map_read:13,mapper:13,mapreduc:16,marcu:72,mark:[32,71],mark_slot:71,market:72,martha:71,mask:[7,9],master:[16,31,58,72],mat:[27,28],mat_param_attr:10,math:[10,27,49,52],matirx:9,matplotlib:65,matrix:[8,9,10,13,15,27,28,49],matrixptr:49,matrixtyp:28,max:[7,9,13,43,52,57,70],max_id:[9,15],max_job_id:13,max_length:[9,47],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:8,maxid_evalu:8,maxim:9,maximum:[8,13,22],maxinum:12,maxpool:9,mayb:[9,10],md5:[13,19],mean:[7,8,9,10,11,12,13,15,17,30,32,33,55,66,70],mean_img_s:65,mean_meta:66,mean_meta_224:66,mean_valu:66,mechan:[9,10,23],meet:71,mem:[9,24,44],member:[13,16,29,32],memcpi:[29,52],memori:[10,21,24,47,52,59],memory_nam:9,memory_threshold_on_load_data:[54,55],mention:21,mere:10,merg:[22,29,48],mergedict:[64,73],messag:[48,59],meta:[53,65,66,70],meta_config:[53,70],meta_gener:[53,70],meta_path:65,metadata:[25,59,60],metal:58,metaplotlib:16,method:[3,9,11,15,32,73],mfs:60,might:[9,17],million:13,min:[7,52,57,70],min_pool_s:[3,33],min_word_freq:13,mini:[9,13,15,18],mini_batch:30,minibatch:9,minibatch_data:13,minikub:58,minim:11,minimum:9,minsizerel:[41,42],minut:18,mip:41,mislead:22,miss:71,mix:[10,47],mixed_bias_attr:10,mixed_lay:[10,44,71],mixed_layer_attr:10,mixedlayertyp:9,mkdir:26,mkl:35,mkl_root:35,ml_data:[53,70],mnist:[3,5,20,30],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:30,mnist_train:[3,30],mnist_train_batch_read:30,mnt:60,mod:71,mode:[9,48,60,72],model:[9,10,13,18,19,57,64,65,68,70,71,72,73],model_config:5,model_list:[55,57,71,72],model_output:72,model_path:57,model_zoo:[64,66],modifi:48,modul:[3,10,13,15,33,34,65,66,68],modulo:9,momentum:[7,32,33,39,68],momentumoptim:[34,65],mon:59,mono:9,month:[17,73],mood:72,moosef:58,more:[8,9,10,13,16,18,21,24,26,30,33,52],morin:9,mose:[72,73],moses_bleu:73,mosesdecod:72,most:[9,13,16,30],mount:24,mountpath:[59,60],move:[9,18,21,26],movi:[3,13,70],movie_categori:13,movie_id:[60,70],movie_info:13,movie_review:13,movieinfo:13,movielen:69,moving_average_fract:9,mpi:53,mse_cost:[34,39],much:[9,18,30],mul:49,multi:[9,29,66,73],multi_binary_label_cross_entropi:9,multi_crop:66,multigradientmachin:29,multinomi:9,multipl:[8,9,10,13,15,16,21,22],multipli:[8,9],multiprocess:13,must:[6,8,9,10,13,22,30,38,49],my_standalone_toolchain:41,mypaddl:[59,60],name:[3,7,8,9,10,12,13,15,16,18,20,22,24,28,33,34,36,39,44,47,49,52,57,58,59,60,61,62,65,68,70,73],name_prefix:20,namespac:[27,49,58,59,60],nativ:9,natur:21,nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,ndk:41,necessari:[9,22,29],need:[8,9,10,13,16,17,21,22,24,26,29,32,33,52,60],neg:[3,8,9,71,72],neg_distribut:9,ner:8,nest:[9,13],net:[9,10,32,72],net_conf:72,net_diagram:66,network:[5,7,8,9,11,13,14,15,16,18,30,32,39,44,53,57,60,64,65,66,71,72,73],network_config:57,neural:[9,10,11,13,15,16,18,32,44,46,64,71,72,73],neuralnetwork:29,never:[13,30,32,59,60],newest:22,next:[3,9,13,18,23],nfs:60,nfsdir:60,nginx:36,ngram:13,nic:[53,54,55,60],nil:21,nine:13,nlp:9,nltk:13,nmt:73,nnz:49,no_cach:3,no_sequ:[3,9,39,70],noah:72,noavx:36,node0:60,node:[9,17,58,59,60],node_0:60,node_1:60,node_2:60,nodebook:36,nodefil:53,nois:[9,18],non:[9,18],none:[3,5,7,8,9,10,11,12,13,15,16,34,47,66],norm_by_tim:9,normal:[9,10,13,59,60,66],notat:9,note:[7,9,10,12,15,16,21,24,30,38,72],notebook:24,noth:[6,15,32,48],novel:72,now:[9,13,17,18,32,46],np_arrai:13,ntst1213:73,ntst14:73,nullptr:[32,38,49],num:[9,53,55,60,71,72,73],num_channel:[9,10,65],num_chunk_typ:8,num_class:[9,10,65],num_filt:[9,10],num_gradient_serv:[54,55],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,34,39,54,55,57,59,60,68,70,71,72,73],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[8,9,13,18,20,30,73],numchunktyp:8,numdevices_:57,numlogicaldevices_:57,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,30,34,39,66],numsampl:52,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,36],nvidia:[33,36],obei:8,obj:[3,33,34,65,66,68,70],object:[3,7,9,10,11,13,15,16,27,32,52],observ:11,occup:[60,70],occur:[13,15],oct:59,odd:9,off:[28,35,36,38,41,42,48],offici:9,offlin:[18,20],offset:[9,70],ograd:49,old:22,omit:[33,68],on_init:3,onc:[9,18,21],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,29,30,32,68,71,72],one_host_dens:70,one_hot_dens:70,onli:[8,9,10,12,13,15,16,17,21,22,23,24,26,29,44,46],onlin:[9,11,18,20,30],open:[3,9,16,20,30,33,34,44,66,71],openbla:35,openblas_root:35,oper:[9,10,11,13,32],opinion:72,ops:17,ops_test:17,opt:[16,35,60],optim:[7,14,15,29,33,39],option:[8,9,16,17],order:[9,10,13,15,30,60],org:[8,9,10,13,20,25,36,69],organ:[8,9],origin:[9,13,32,48],other:[8,9,10,13,18,22,26,32],otherchunktyp:8,otherwis:[9,13,16,18,22,30],our:[16,17,32],out:[9,15,16,17,21,44,46,47,65],out_dir:60,out_left:9,out_mem:47,out_right:9,out_size_i:9,out_size_x:9,outer:44,outer_mem:44,outer_rnn_st:44,outer_rnn_state_:44,outer_step:44,outout_lay:15,outout_layer1:15,outout_layer2:15,output:[6,7,8,9,10,12,13,15,16,20,26,30,32,33,34,44,47,53,57,59,60,64,65,66,68,70,71,72],output_:9,output_dir:66,output_fil:71,output_id:9,output_lay:[15,66],output_max_index:12,output_mem:[9,47],output_path:20,outputh:9,outputw:9,outsid:[3,9,10,32],outv:49,over:[9,10,16],overlap:8,overlap_threshold:8,overrid:[18,26],overview:[21,22,23],overwrit:26,own:22,packag:[13,21,24,33],pad_c:9,pad_h:9,pad_w:9,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,18,20,24,26,27,28,29,33,34,36,38,39,47,48,49,50,52,53,57,59,60,64,65,68,70,71,72,73],paddle_begin_init_param:22,paddle_element_typ:22,paddle_element_type_float32:22,paddle_element_type_float64:22,paddle_element_type_int32:22,paddle_element_type_int64:22,paddle_element_type_uint32:22,paddle_element_type_uint64:22,paddle_error:[27,28],paddle_exampl:24,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:24,paddle_matrix:[27,28],paddle_matrix_cr:28,paddle_matrix_get_shap:27,paddle_matrix_shap:27,paddle_n:[53,60],paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:24,paddle_output:59,paddle_paramet:22,paddle_port:[53,60],paddle_ports_num:[53,60],paddle_ports_num_for_spars:53,paddle_ports_num_spars:60,paddle_process_by_paddl:60,paddle_pserver2:53,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:64,paddle_save_model:22,paddle_send_grad:22,paddle_server_num:60,paddle_source_root:64,paddle_train:[28,31,53,60],paddledev:[33,36,59,60],paddlepaddl:[9,10,13,18,20,22,23,24,25,26,30,32,33,36,38,47,48,52,53,61,62,64,71],pair:8,palceholder_just_ignore_the_embed:64,palmer:71,paper:[9,73],para:64,paraconvert:64,parallel:[52,57,59,60,73],parallel_nn:[7,54,55],param:[7,9,13,22,29],param_attr:[9,10,33,34,47],param_config_proto:22,paramattr:[7,9,33,34,47],paramet:[8,10,11,12,13,14,17,19,26,30,32,39,55,60,70,71,72,73],parameter_attribut:9,parameter_block_s:[54,55],parameter_block_size_for_spars:[54,55],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parameterclient2:60,parametermap:49,parameters_:49,parameterset:16,parameterupdat:29,parametris:11,paramutil:70,paraphras:[64,73],paraphrase_data:64,paraphrase_model:64,paraphrase_modeldata:64,paraspars:49,parent_:32,pars:[13,17],parse_config:5,parse_known_arg:60,parsefromstr:33,parser:60,part:[8,72],partial:9,partial_sum:9,partit:[18,20],paserv:60,pass:[3,9,13,15,18,29,30,32,33,34,39,48,52,55,57,59,60,65,68,70,71,72,73],pass_id:[15,39],pass_idx:30,passtyp:49,past:16,patch:25,path:[8,9,13,15,18,21,22,24,30,38,41,42,53,55,58,59,60,71,72],pattern:[13,18,27,72],paul:71,paus:18,pave:73,pdf:[9,10],pem:[16,20],pend:[18,21],penn:71,per:[8,9,13,18,22,30],perform:[9,10,22,29,52,54],period:[18,55,71,72,73],perl:[72,73],peroid:9,persistentvolum:58,persistentvolumeclaim:[58,60],person:[8,16],pfs:[20,26],pfsclient:20,pfspath:26,pid:58,piec:[9,10],pillow:[24,65],pip:[33,48,53,65,70],pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[3,18],plain:[8,9,15,24,28],plan:18,platform:41,pleas:[7,9,10,11,16,18,21,22,23,30,33,38,60],plot:[16,65],plotcurv:65,plu:9,png:65,pnpairvalid:54,pod:[20,24,58,59,60],podip:60,podlist:60,point:[18,24,52],pointer:[22,32],polar:13,poll:72,pool3:49,pool:[10,14],pool_attr:10,pool_bias_attr:10,pool_layer_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[10,33,68],pooling_typ:[9,33,43,68],poolingtyp:12,popul:22,port:[17,53,54,55,59,60],port_num:54,ports_num:[55,60],ports_num_for_spars:[54,55,57,60],pos:[70,72],pose:18,posit:[3,8,9,13],positive_label:8,posix:58,possibl:[16,21],post:[24,25],potenti:52,practic:9,pre:[9,10,13,16,22,64,72,73],pre_dictandmodel:64,precis:8,precision_evalu:8,pred:71,predetermin:9,predic:[13,71],predicate_dict:71,predicate_dict_fil:71,predicate_slot:71,predict:[3,5,8,9,11,15,33,53,64,65,66,68,70,71,72],predict_fil:[54,55],predict_output_dir:[54,55,68],predict_sampl:5,prediction1:15,prediction2:15,predin:65,prefer:58,prefetch:49,prefix:[8,18,20],pregrad:49,premodel:64,prepar:[24,29,61],preprocess:[13,53,64,65,68,70,72,73],present:[16,48],preserv:26,prev_batch_st:[54,55],prevent:[11,16,18,21],previou:[9,10,18,26],previous:9,price:13,principl:16,print:[5,7,15,16,34,39],printallstatu:52,printer:8,printstatu:52,prite:8,privat:[28,32,48],prob:[8,15],probabilist:[9,64],probabl:[8,9,15],problem:[9,11,16,17],proc:36,proce:[13,18,30],proceed:[9,71],process2:44,process:[3,7,9,10,13,16,20,21,33,34,44,60,68,70,71],process_num:13,processdata:[65,66],processor:52,prod:[36,48],produc:[10,13,18,30],product:24,productgraph:59,profil:[26,52],proflier:52,prog:60,program:[13,16,20,22,30,32,52,60],progress:[18,21],proj:9,project:[9,10,24,28],promis:[9,10],prompt:26,prone:16,prop:71,propag:11,proposit:71,protect:49,proto:12,protobuf:[24,33],protocol:8,provid:[9,13,16,22,24,33,34,44,54,68,71],prune:9,ps_desir:18,pserver:[22,23,24,53,54,55,60],pserver_addr:22,pserver_cpu:24,pserver_id:19,pserver_mem:24,pserver_num_thread:[54,55],pserver_spec:15,pseudo:[16,24],psize:49,ptr:28,pull:31,purpos:[18,52],push:60,push_back:49,put:18,pwd:[36,48],py_paddl:[5,13,50],pydataprovid:33,pydataprovider2:[3,5,34,60],pyramid:9,pyramid_height:9,python:[9,15,16,23,27,29,31,33,36,47,48,49,50,53,64,65,66,70,71,72,73],pythonpath:[33,65],pzo:72,queri:[9,73],question:[9,16],quick:59,quick_start:[24,59,60,61,68],quick_start_data:59,quickstart:59,r14b:41,r_t:9,rais:13,ramnath:72,ran:52,rand:[52,55,57,71],random:[7,9,13,20,29,30,34],random_imag:20,rang:[9,13,20,30,60,68],rank:[9,16,66,68],rare:3,raspberri:42,raspberrypi:42,raspbian:42,rate:[7,8,11,13,22,53,60,70],rather:24,ratio:55,raw:9,raw_meta:70,rdma_tcp:[54,55],reach:18,read:[3,13,15,16,18,20,30,34,66],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_next_from_fil:33,read_ranking_model_data:16,reader:[15,20,39],reader_cr:20,reader_creator_bool:30,reader_creator_random_imag:[13,30],reader_creator_random_image_and_label:[13,30],readi:[18,59],readm:[28,48,70,72],real:30,real_process:3,realist:16,reason:[10,16,18,59],recal:8,receiv:[18,24],recognit:[9,66,72],recommend:[10,16,53,60,70],record:[21,71],recordio:[13,16,20,21],recov:18,recoveri:21,rectangular:9,rectifi:9,recurr:[32,44,45,71,72],recurrent_group:[10,44,46,47],recurrent_lay:10,recurrentgradientmachin:28,recurrentgroup:8,recurs:26,reduc:11,ref:70,refactor:29,refer:[7,9,10,11,18,21,22,23,32,35],referenc:[9,21],reference_cblas_root:35,refine_unknown_arg:60,reflect:21,region:32,register_gpu_profil:52,register_lay:49,register_timer_info:52,registri:[24,59],regular:[7,65,68,72],rel:10,relat:[18,24,32],relationship:13,releas:[31,38,41,42,58,71],reliabl:18,relu:9,rememb:9,remot:[7,48,53,55,57],remoteparameterupdat:23,remov:[13,26,48],renam:26,reorgan:9,replac:[17,21],replicaset:24,report:21,reportdataset:21,repositori:[9,41],repres:[9,13,21],represent:[9,22],request:[18,31,59,73],requir:[8,9,16,18,22,24,26,53,70],res5_3_branch2c_bn:66,res5_3_branch2c_conv:66,res:71,research:[13,65],reserv:26,reserveoutput:49,reset:[9,18],reshap:30,reshape_s:9,residu:66,resnet_101:66,resnet_152:66,resnet_50:66,resolv:[48,59],respons:[9,29,59],rest:[9,24,25],restart:[18,22,59],restartpolici:[59,60],restrict:32,resu:30,result:[3,6,8,9,15,21,52,68,73],result_fil:8,retriev:32,return_seq:10,reuqest:31,reus:30,reveal:16,revers:[9,10,46,47],review:[13,48,59,72],reviews_electronics_5:59,rewrit:[17,73],rgb:9,rgen:72,rho:11,right:[9,17,24],rkt:24,rmsprop:68,rnn:[9,10,32,46,47,54,72],rnn_bias_attr:47,rnn_layer_attr:47,rnn_out:47,rnn_state:44,rnn_state_:44,rnn_step:9,rnn_use_batch:[54,55],rnnlm:13,robot:65,role:[13,16,21,22,71,72],roman:72,root:[11,12,36,53,59,60,64],root_dir:53,rot:9,routledg:72,row:[8,9,13],row_id:9,rpc:21,rpcserver:21,rpi:42,rpi_arm_neon:42,rpi_toolchain:42,rstrip:60,rtype:13,rule:8,run:[16,18,24,32,33,36,48,52,53,59,60,61,62,70],runinitfunct:[52,60],running_on_cloud:24,runtim:[3,33],safe:24,sai:9,same:[3,8,9,10,16,21,22,32,44,68],samping_id:9,sampl:[3,8,13,68,70,72,73],sample_id:8,sample_num:8,santiago:72,satifi:8,save:[3,9,13,18,20,21,22,24,59,70,71,72,73],save_dir:[34,55,57,59,60,65,68,70,71,72,73],save_only_on:[54,55],saving_period:[54,55,60],saving_period_by_batch:[54,55,57],saw:3,scalar:9,scale:6,scalingproject:9,scan:21,scatter:9,schedul:[21,24],scheduler_factor:7,scheme:8,schmidhub:72,schwenk:73,scienc:72,score:[8,9,70],script:[13,50],seaplane_s_000978:65,search:[9,18,32,47,73],seat:73,second:[9,13,16,26,30,68],sed:72,see:[9,10,16,18,33],seed:[52,55],seem:17,segment:8,sel_fc:9,select:9,selectiv:9,selector:59,self:49,selfnorm:9,semant:[13,16,31,71,72],semat:16,sen_len:71,send:[18,22],sent:[16,22,59],sentanc:33,sentenc:[3,9,13,44,47,71],sentence_last_state1:44,sentence_last_state2:44,sentiment:[3,71,72],sentiment_data:72,sentiment_net:72,sentimental_provid:3,sentimental_train:3,separ:[8,22,70],seq:[9,13,44,70],seq_pool:[9,43],seq_text_print:8,seq_to_seq_data:[64,73],seq_typ:13,seqlastin:44,seqtext_evalu:8,seqtoseq:[9,33,64,73],seqtoseq_net:[9,64,73],sequel:3,sequenc:[3,6,8,9,10,12,13,33,39,44,46,68,70,72,73],sequence_conv_pool:68,sequence_group:9,sequence_layer_group:44,sequence_nest_group:9,sequence_nest_layer_group:44,sequencegen:44,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9,39],sequenti:[9,71],seri:[10,44,72],serial:[15,21,29],server:[16,17,23,53,55,58,60],serverless:18,set:[3,7,8,9,10,13,15,16,18,24,32,33,34,44,52,53,59,64,65,66,68,71,72,73],set_active_typ:49,set_default_parameter_nam:7,set_drop_r:49,set_input:9,set_siz:49,set_typ:49,settotalbyteslimit:33,setup:49,sever:[8,9,29],sgd:[11,15,16,18,24,29,34,39,53,54,72],shape:[9,13,15,39],shard:[18,19,20,21,22],share:[9,17,28,29,71],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[27,28,32],ship:65,shold:72,shorten:9,should:[7,8,9,13,15,16,22,24,29,30,46],should_be_fals:16,should_be_tru:16,should_shuffl:[3,44,71],show:[8,11,13,18,26,71,72,73],show_check_sparse_distribution_log:[54,55],show_layer_stat:[54,55],show_parameter_stats_period:[54,55,57,59,71,72,73],shown:[9,16],shuf:[33,70],shuffl:[13,33],side:[9,15,29],sigint:53,sigmoid:9,sigmoidactiv:[10,44],sign:25,similar:[9,30],similarli:[9,13],simpl:[6,8,9,10,13,15,32,60],simple_attent:47,simple_gru:[47,68],simple_lstm:[9,68],simple_rnn:[9,47],simpler:29,simpli:[9,16,22],simplifi:16,sinc:[9,18,21,23,30],singl:[8,10,13,18,32],sinlg:15,size:[3,8,9,10,11,13,18,20,22,30,33,34,39,44,47,49,65,66,68,72,73],size_a:9,size_b:9,size_t:49,skip:[30,34,48,66],sleep:60,slide:[9,11,13,18],slope:9,slot:[70,71],small:13,small_messag:[54,55],small_vgg:65,smaller:[9,18],smart:32,smartli:9,smith:72,smooth:9,snap:59,snapshot:19,sock:24,sock_recv_buf_s:[54,55],sock_send_buf_s:[54,55],socket:60,softmax:[9,10,16,33,47,49,68],softmax_param:33,softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[33,44,68],solv:16,some:[7,9,13,15,16,17,21,22,24,32],some_c_api_funct:28,some_inst:28,some_python_class:27,somecppclass:27,somedata:15,somegotyp:27,someth:9,sometim:[11,30],somewhat:22,somewher:32,soon:18,sort:[9,13,60,72],sourc:[9,13,17,26,28,30,73],source_dict_dim:47,source_language_word:47,space:8,space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[7,9,11,13,33,49,53,55,57,60],sparse_binary_vector:[3,13,33,39],sparse_binary_vector_sequ:13,sparse_float_vector:[3,39],sparse_non_value_slot:13,sparse_upd:[7,33],sparse_value_slot:13,sparse_vector:[13,33],sparse_vector_sequ:13,sparseparam:49,sparseprefetchrowcpumatrix:49,spatial:9,spec:[59,60],special:[9,22],specif:[26,32],specifi:[8,9,13,16,21,22,24,26,32,38],speech:9,speed:10,sphinx:[27,36,50],split:[3,9,44,53,70,71],split_count:60,squar:[9,11,12],squarerootnpool:9,squash:48,srand:55,src:[17,60,73],src_backward:47,src_dict:33,src_dict_path:33,src_embed:47,src_forward:47,src_root:5,src_word_id:47,srl:[13,71],ssd:9,ssh:[36,53],sshd:36,sstabl:16,stabl:[31,58],stacked_lstm_net:72,stacked_num:72,stackexchang:9,stage:[23,48],stake:73,stale:18,standalon:41,standard:7,stanford:[13,59],start:[9,15,18,21,22,24,29,33,48,55,59,60],start_paddl:60,start_pass:[54,55],start_pserv:[54,55],startpaddl:60,startup:[18,24],stat:[52,55,71,72,73],state:[9,10,18,32,46,59],state_act:[9,10,44],statfulset:60,staticinput:[9,46,47],statist:9,statset:52,statu:[24,48,52,59,60],status:59,std:[17,27,28,32,49,55],stderr:53,stdout:53,step:[9,10,12,18,22,29,44,46,47],stepnet:32,stepout:44,still:21,stochast:[11,18,21],stock:72,stop:9,storag:[25,58],store:[8,9,13,29,32],str:[15,24,57,60],strategi:[12,18,55,71],street:[9,71],strict:30,stride:9,stride_i:9,stride_x:9,string:[3,8,9,21,26,32,49,55],strip:[33,44,71],struct:[21,22,25,28],structur:[13,21],stub:9,stuff:48,stun:3,style:9,sub:[8,9,13,16,29],sub_sequ:[3,9,39],subcommand:26,subgradi:11,subnet:16,subobjectpath:59,subseq:[43,46],subsequ:9,subsequenceinput:[9,44],succeed:[21,59],success:[22,59],successfulcr:59,sudo:[38,65],suffic:30,suffix:24,suggest:[9,17],sum:[9,11,19],sumpool:[9,33],support:[7,8,9,12,13,18,24,29,30,44],suppos:17,suppress:26,sure:[38,72],surpass:9,swagger:25,swap_channel:66,swig:[23,27,28],swig_paddl:[5,13],symbol:[9,28],symlink:48,sync:18,syncflag:49,synchron:[11,18,21],syntax:30,sys:66,sysroot:41,system:[17,18,22,25,33,72],t2b:64,tab:68,tabl:[8,9],tableproject:9,tag:[8,13,33,36],tagtyp:8,tainer_id:60,take:[3,8,9,10,16,17],talk:22,tanh:[9,10,47,49],tanhactiv:[10,44],target:[9,13,15,17,73],target_dict_dim:47,target_dictionary_dim:9,target_language_embed:9,target_language_word:47,target_link_librari:17,targetinlink:[9,44],task:[8,9,71],task_queu:21,taskentri:21,taskqueu:21,tbd:[23,44],tconf:72,tcp:55,tear:52,technic:18,tee:[59,65,71,72,73],tell:[18,21,22],tellig:72,templat:[59,60],tempor:9,temporari:24,tensor:17,tensor_test:17,term:[9,10,18],termin:59,tesh:71,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,28,30,31,48,49,52,53,55,57,65,66,68,70,71,72,73],test_all_data_in_one_period:[59,65,70,71,72],test_compar:33,test_comparespars:33,test_comparetwonet:33,test_comparetwoopt:33,test_config_pars:33,test_data:[5,73],test_fcgrad:49,test_gpuprofil:52,test_layergrad:49,test_list:[3,33,34,65],test_networkcompar:33,test_part_000:72,test_pass:[54,55,57,73],test_period:[54,55,57],test_predict:33,test_pydataprovid:33,test_pydataprovider2:33,test_pydataproviderwrapp:33,test_ratio:70,test_recurrent_machine_gener:33,test_recurrentgradientmachin:[33,44],test_swig_api:33,test_train:33,test_traineronepass:33,test_wait:[54,55],testa:16,testb:16,testbilinearfwdbwd:52,testconfig:49,tester:[70,73],testfcgrad:49,testfclay:49,testlayergrad:49,testq:16,testresult:15,testutil:49,text1:26,text:[3,8,10,13,16,64,72,73],text_conv:68,text_conv_pool:70,text_fil:[13,72],tflop:52,tgz:13,than:[7,8,9,10,18,24,33],thei:[16,17,18,22,26,52],them:[8,10,16,18,24,30,32,52],therein:9,thi:[3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,29,30,52,72],thing:3,think:[16,17],third:[9,18],third_parti:[9,41,42],those:[17,18,71],thought:17,thread:52,thread_local_rand_use_global_se:[54,55],threadid:57,threadloc:52,three:[8,9,18,29,30,66],threshold:[7,8,18,21,55],through:[9,18,21,23],throughput:52,thu:9,tier:59,time:[9,10,12,13,16,17,18,21,30,44,52,55,59,60,72],timelin:9,timeout:[18,21],timer:52,timestamp:[9,19],timestep:[9,32],titl:[13,60,70],tls:25,tmp:3,to_no_sequ:[9,43],to_sequ:[9,43,44],to_your_paddle_clone_path:50,todo:[8,9,10,13,18,21],toend:9,togeth:[9,10,13,15],token:[8,9,16,47,72],too:13,tool:[41,42,50,60],toolchain:[41,42],top:[8,66],top_k:8,topolog:[13,16,18,29],topolopi:15,toronto:[13,65],total:[15,18,30,52,59,73],total_pass:30,touch:72,tourist:73,track:[18,21,48],tractabl:9,tradit:9,trail:13,train100:13,train10:13,train:[2,3,7,8,9,11,13,20,21,22,29,33,34,38,39,47,53,55,57,59,60,61,62,64,65,66,68,70,71,72,73],train_arg:60,train_args_dict:60,train_args_list:60,train_conf:[64,73],train_config_dir:60,train_data:73,train_i:39,train_list:[3,33,34,65,66],train_part_000:72,train_read:39,train_x:39,trainabl:9,trainer:[3,5,16,19,20,21,23,29,34,39,49,55,57,60,71,72,73],trainer_config:[2,3,5,34,53,59,60,68,70,72],trainer_config_help:[3,33,34,49,65],trainer_count:[33,54,55,57,59,60,70,71,72,73],trainer_cpu:24,trainer_cr:24,trainer_gpu:24,trainer_id:[55,60],trainer_mem:24,trainer_packag:24,trainerconfighelp:33,trainerid:60,trainerintern:[68,70,73],tran:49,transact:[18,21,72],transform:9,transform_param_attr:10,translat:[9,10,64,73],transpos:9,transposedfullmatrixproject:9,travel:3,travi:48,treat:[9,22],treatment:22,tree:[9,60],trg:73,trg_embed:47,tricki:27,trigger:29,truck:65,true_imag:30,true_label:30,true_read:30,truth:[8,9,73],tune:[7,54],tupl:[9,13,15,30],ture:9,turn:[9,30,46],tutori:[59,60,61,62,64,73],tweet:72,twitter:72,two:[8,9,10,16,22,23,24,26,30,32,52],txt:[3,17,24,26,49,53,58,68,70,72],type:[3,8,9,10,12,13,16,18,21,24,25,26,27,28,30,34,39,44,47,49,57,59,66,68,70,71],typedef:[22,27,28],typic:8,ubuntu:31,ubyt:30,uci:13,ufldl:9,uid:59,uint32:25,uint64:27,uint64_t:27,unawar:22,unconstrain:72,under:21,understand_senti:47,undeterminist:52,unidirect:9,uniform:[7,9,13,20,30],uninstal:33,uniqu:[16,18,24,32],unique_ptr:[32,49],unit:[9,10,17],unittest:[28,33],univ:73,unix:53,unk:[64,73],unk_idx:71,unknown:9,unlik:9,unordered_map:32,unseg:9,unsign:22,unsup:72,unsupbow:72,until:[18,22,32,60],untrack:48,unzip:41,updat:[7,9,18,21,22,25,29,32,48,53,57],update_equ:[15,39],update_hook:7,updatecallback:49,upgrad:33,upload:[18,24,25],upstream:[33,48],url:[13,72],urls_neg:72,urls_po:72,urls_unsup:72,usag:[8,9,10,13,15,29,60],use:[7,8,9,10,12,13,15,16,17,18,23,29,32,48,52,60,66,71,72,73],use_global_stat:9,use_gpu:[5,9,33,39,54,55,57,59,60,65,66,68,70,71,72,73],use_jpeg:65,use_old_updat:[54,55],use_seq:[34,70],used:[3,8,9,10,11,12,13,15,16,18,23,29,30,32,52,72],useful:[9,10,32],usegpu:49,user:[7,9,10,13,15,16,20,21,24,26,30,32,58,70],user_id:[60,70],user_info:13,user_nam:20,usercert:20,userinfo:13,userkei:20,usernam:[20,48],uses:[18,29],using:[7,9,10,13,16,17,18,21,22,24,26,30,32,38,71],usr:[33,35,36,38,53,55,60],usrdict:64,usrmodel:64,usual:[9,13,15,24,52],utc:69,util:[52,60,65,70],uuid:19,v28:9,v7a:41,vairabl:32,valid:[30,32],valu:[3,5,7,8,9,11,12,13,15,18,29,32,49,57,60,66,68,71],value1:55,value2:55,value_evalu:8,value_rang:13,vanilla:47,variabl:[9,13,16,59],varianc:9,vars_:32,vector:[9,10,13,16,22,68,70],verb:13,verbos:26,veri:[9,12,21,29,32,65],version:[9,10,24,26,31,36,38,52,54,55],versu:16,vertic:9,vgg:[10,65],vgg_16_cifar:65,via:[18,30,38,48],view:9,visibl:32,vision:65,visipedia:65,visual:9,vocab:72,volum:[36,58,59,60],volumemount:[59,60],vutbr:13,wai:[8,9,10,16,22,73],wait:[11,18,22,60],wall:71,want:[3,9,10,16,24,30,32],warn:[9,26,33,60],warp:9,warpctc:9,warpctc_dir:9,watch:18,wbia:66,wei:[71,72],weight:[8,9,10,11,49,66],weight_act:10,weightlist:49,weights_:49,weights_t:49,welcom:17,well:24,were:[8,17],wether:9,wget:41,what:[7,9,10,11,17,48],when:[3,7,8,9,13,15,17,18,21,22,24,26,29,52],where:[9,10,11,16,18],wherea:21,whether:[8,9,10,30,72],which:[7,8,9,10,11,13,16,18,20,21,22,24,29,30,32,70],whoever:22,whole:[3,8,13,27,28],whose:[9,13,18],why:[10,28,52],width:[8,9,13,27,30,49,73],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,58],wise:9,with_avx:[35,36,38,41,48],with_c_api:[41,42],with_doc:35,with_dock:50,with_doubl:[35,38,49],with_dso:35,with_gpu:[35,36,38,41,48],with_predict_sdk:38,with_profil:52,with_python:[35,38,41],with_rdma:[35,38,41],with_style_check:[35,48],with_swig_pi:[35,41],with_test:[35,36,48],with_tim:[35,38,52],within:[9,21],without:[8,9,18,22,30],wmt14:[47,73],wmt14_data:73,wmt14_model:73,wmt_shrinked_data:13,woboq:36,won:44,wonder:3,word2vec:[24,33],word:[3,8,9,13,33,44,46,68,71],word_dict:[44,68,71],word_dim:[44,68],word_id:[3,33],word_idx:13,word_slot:71,word_vector_dim:[9,47,64],words_freq_sort:13,work:[13,16,17,18,30,36,44,48,59,60],workspac:53,would:[15,17,18,29,30,71],wrapper:[10,17,52],write:[13,16,18,30,71],write_lock:19,writelin:34,writer:16,wrong:30,wsj:71,wuyi:58,www:[9,13,65,73],x64:42,x86:[41,42],x86_64:41,x_1:9,x_n:9,xarg:[8,33,36,49],xgbe0:55,xgbe1:55,xiaojun:72,xmap_read:13,xrang:[30,34,39,49],xxbow:72,xxx:[16,66,73],xxxx:19,y_predict:39,yaml:[59,60],yancey1989:24,yann:13,yapf:48,yeild:15,yield:[3,13,16,20,30,33,34,39,44,71],you:[3,7,9,10,24,32,38,66,72],your:[9,16,17,24,26,33,41,42],your_paddle_source_dir:9,your_param_nam:33,your_repo:60,your_source_root:28,yourself:9,yuyang18:[9,10,13],zachari:72,zeng:72,zero:[7,9,11,13,18,29,55],zhou:[71,72],zip:[13,41,60,69],zoo:64},titles:["\u5173\u4e8ePaddlePaddle","API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","Ubuntu\u90e8\u7f72PaddlePaddle","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u6784\u5efaAndroid\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u6784\u5efaRaspberry Pi\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":60,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":73,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":64,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":70,"\u4e0b\u8f7d\u6570\u636e":59,"\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":64,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":64,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":64,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":64,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":52,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":52,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ecb\u7ecd":[64,66],"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4ee3\u7801\u8981\u6c42":48,"\u4efb\u52a1\u7b80\u4ecb":34,"\u4f18\u5316\u7b97\u6cd5":68,"\u4f7f\u7528":[48,59],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u6848\u4f8b":57,"\u4f7f\u7528\u6982\u8ff0":68,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":57,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":60,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":64,"\u4f7f\u7528\u8bf4\u660e":51,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":50,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":73,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":73,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":48,"\u4fee\u6539\u542f\u52a8\u811a\u672c":59,"\u4fee\u6539\u6587\u6863":50,"\u514b\u9686":48,"\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":52,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":49,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[41,42],"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":53,"\u51c6\u5907\u6570\u636e":[34,70],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":60,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":53,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":33,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":33,"\u5206\u5272\u8bad\u7ec3":70,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":25,"\u5206\u652f\u89c4\u8303":31,"\u521b\u5efa\u672c\u5730\u5206\u652f":48,"\u521b\u5efajob":60,"\u521b\u5efapaddl":59,"\u5220\u9664\u672c\u5730\u5206\u652f":48,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":48,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":33,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":48,"\u5236\u4f5c\u955c\u50cf":60,"\u5236\u4f5cdocker\u955c\u50cf":59,"\u524d\u63d0\u6761\u4ef6":53,"\u52a0\u8f7dpaddlepaddl":39,"\u52a0\u901f\u6267\u884c":19,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":33,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":19,"\u5355\u5143\u6d4b\u8bd5":55,"\u5355\u53cc\u5c42rnn":44,"\u5377\u79ef\u6a21\u578b":68,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":65,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u6570\u4fe1\u606f":66,"\u53c2\u6570\u5185\u5b58":33,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":55,"\u53c2\u6570\u6982\u8ff0":54,"\u53c2\u6570\u8bfb\u53d6":66,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":[25,72],"\u53c2\u8003\u8d44\u6599":52,"\u53cc\u5411lstm":72,"\u53cc\u5c42rnn":44,"\u53cc\u5c42rnn\u4ecb\u7ecd":46,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":46,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":38,"\u53ef\u9009\u529f\u80fd":64,"\u540d\u8bcd\u89e3\u91ca":25,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":68,"\u5411\u91cf":55,"\u542f\u52a8\u4efb\u52a1":60,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":53,"\u547d\u4ee4\u884c\u53c2\u6570":68,"\u548c":43,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":65,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":57,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":64,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":39,"\u57fa\u672c\u539f\u7406":46,"\u57fa\u672c\u8981\u6c42":27,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":50,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":33,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":33,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":33,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":33,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":33,"\u5982\u4f55\u66f4\u65b0www":50,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":50,"\u5982\u4f55\u8d21\u732e":50,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":48,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":52,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":33,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":44,"\u5b50\u5e8f\u5217\u95f4\u6709memori":44,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":70,"\u5b89\u88c5":[38,68],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":37,"\u5b89\u88c5\u6d41\u7a0b":37,"\u5b89\u88c5kubectl":58,"\u5b8c\u6574\u6559\u7a0b":67,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":49,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5b9e\u73b0c":49,"\u5b9e\u73b0python\u5c01\u88c5":49,"\u5bfc\u51fac":27,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":57,"\u5c0f\u7ed3":3,"\u5de5\u5177":52,"\u5e38\u7528\u6a21\u578b":67,"\u5e76\u5b8c\u6210":48,"\u5efa\u7acb":48,"\u5f00\u53d1\u6807\u51c6":51,"\u5f00\u59cb\u5f00\u53d1":48,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":55,"\u5f15\u7528":71,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":68,"\u6027\u80fd\u4f18\u5316":51,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":52,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":52,"\u6027\u80fd\u8c03\u4f18":55,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":68,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":72,"\u6216\u8005\u662f":33,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":33,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\u63a5\u53e3":66,"\u63a8\u5bfc\u65b9\u7a0b":49,"\u63a8\u6d4b\u6267\u884c":19,"\u63d0\u4ea4":48,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":48,"\u63d0\u4ea4\u955c\u50cf":59,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":70,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":39,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":43,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6570\u636e\u51c6\u5907":[65,70,73],"\u6570\u636e\u63cf\u8ff0":71,"\u6570\u636e\u63d0\u4f9b":71,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":70,"\u6570\u636e\u652f\u6301":55,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":68,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":64,"\u6570\u636e\u96c6\u7279\u5f81":69,"\u6570\u636e\u9884\u5904\u7406":73,"\u6570\u6910\u4ecb\u7ecd":72,"\u6570\u6910\u51c6\u5907":72,"\u6574\u4f53\u65b9\u6848":60,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":25,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u6587\u672c\u751f\u6210":73,"\u6587\u672c\u751f\u6210\u6559\u7a0b":73,"\u6587\u6863":[36,63],"\u65b0\u624b\u5165\u95e8":40,"\u65f6\u5e8f\u6a21\u578b":68,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":44,"\u65f6\u95f4\u6b65":44,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":28,"\u672c\u5730\u6d4b\u8bd5":57,"\u672c\u5730\u8bad\u7ec3":57,"\u672f\u8bed":19,"\u6784\u5efa\u548c\u6d4b\u8bd5":48,"\u6784\u5efaandroid\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":41,"\u6784\u5efaraspberri":42,"\u67b6\u6784\u56fe":25,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":59,"\u67e5\u770b\u8f93\u51fa":60,"\u6837\u4f8b\u6570\u636e":3,"\u6846\u67b6\u751f\u6210":25,"\u6848\u4f8b\u4e00":57,"\u6848\u4f8b\u4e8c":57,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":53,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":53,"\u6982\u5ff5\u89e3\u91ca":20,"\u6982\u8ff0":[43,46],"\u6a21\u5757":25,"\u6a21\u578b":66,"\u6a21\u578b\u4e0b\u8f7d":66,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6a21\u578b\u68c0\u9a8c":34,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":68,"\u6a21\u578b\u8bad\u7ec3":[65,73],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":70,"\u6a21\u578b\u914d\u7f6e":[44,51],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":44,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u6d4b\u8bd5":[55,71],"\u6d4b\u8bd5\u6587\u4ef6":70,"\u6d4b\u8bd5\u6a21\u578b":72,"\u7279\u5f81":71,"\u7279\u5f81\u63d0\u53d6":66,"\u751f\u6210\u5e8f\u5217":47,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":73,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":46,"\u751f\u6210sparse\u6587\u4ef6":25,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":25,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":69,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":73,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":72,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":69,"\u76ee\u5f55\u7ed3\u6784":28,"\u76ee\u6807":25,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":50,"\u76f8\u5173\u6982\u5ff5":46,"\u77e9\u9635":55,"\u793a\u4f8b1":44,"\u793a\u4f8b2":44,"\u793a\u4f8b3":44,"\u793a\u4f8b4":44,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":33,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":70,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":71,"\u7a00\u758f\u8bad\u7ec3":57,"\u7b26\u53f7":27,"\u7b80\u4ecb":[58,73],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"\u7c7b":[27,49],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":39,"\u7ec3\u4e60":65,"\u7ec6\u8282\u63a2\u7a76":65,"\u7ec6\u8282\u63cf\u8ff0":55,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":53,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":34,"\u7f16\u5199yaml\u6587\u4ef6":59,"\u7f16\u8bd1\u548c\u5b89\u88c5":[41,42],"\u7f16\u8bd1\u6d41\u7a0b":37,"\u7f16\u8bd1\u9009\u9879":28,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":35,"\u7f29\u5bb9":19,"\u7f51\u7edc\u53ef\u89c6\u5316":66,"\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":55,"\u81f4\u8c22":0,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":25,"\u89c2\u6d4b\u8bcd\u5411\u91cf":64,"\u8bad\u7ec3":[55,70,71],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":70,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":33,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8bad\u7ec3\u6a21\u578b":[34,39,68,72],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":73,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":46,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":33,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":56,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":69,"\u8bcd\u5411\u91cf\u6a21\u578b":68,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":64,"\u8bcd\u6c47\u8868":44,"\u8be6\u7ec6\u6559\u7a0b":52,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":71,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":44,"\u8f6c\u6362\u5e93":20,"\u8f93\u5165":46,"\u8f93\u5165\u4e0d\u7b49\u957f":44,"\u8f93\u5165\u793a\u4f8b":46,"\u8f93\u51fa":46,"\u8f93\u51fa\u65e5\u5fd7":68,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":53,"\u8fd0\u884c\u5bb9\u5668":59,"\u8fd0\u884cdocker":33,"\u8fd0\u884cpaddlepaddl":36,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":27,"\u8fdb\u884c\u8bad\u7ec3":[20,59],"\u8fdb\u9636\u6307\u5357":51,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":58,"\u901a\u7528":55,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":36,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":68,"\u9047\u5230":33,"\u90e8\u7f72kubernetes\u96c6\u7fa4":58,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":68,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[41,42],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":47,"\u914d\u7f6e\u7f51\u7edc":39,"\u914d\u7f6ekubectl":58,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":58,"\u94a9\u5b50":48,"\u9644\u5f55":68,"\u968f\u673a\u6570":55,"\u96c6\u7fa4\u8bad\u7ec3":57,"\u975e\u6cd5\u6307\u4ee4":33,"\u9884\u5904\u7406":65,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":73,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":73,"\u9884\u6d4b":[65,66,68,71,72],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":73,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":44,"beam_search\u7684\u751f\u6210":44,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":35,"bleu\u8bc4\u4f30":73,"book\u4e2d\u6240\u6709\u7ae0\u8282":31,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":35,"class":29,"cmake\u6e90\u7801\u7f16\u8bd1":33,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":35,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"filemanager\u8bbe\u8ba1\u6587\u6863":25,"float":33,"function":17,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":57,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":52,"gpu\u955c\u50cf\u51fa\u73b0":33,"group\u6559\u7a0b":46,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":60,"kubernetes\u5355\u673a\u8bad\u7ec3":59,"meta\u6587\u4ef6":70,"meta\u914d\u7f6e\u6587\u4ef6":70,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":69,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":70,"org\u6587\u6863":50,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":31,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":31,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"paddle\u7248\u672c\u53f7\u4e3a0":33,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":36,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":35,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":36,"pi\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":42,"pod\u95f4\u901a\u4fe1":60,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":66,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":33,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":68,"return":30,"rnn\u76f8\u5173\u6a21\u578b":45,"rnn\u914d\u7f6e":47,"so\u627e\u4e0d\u5230":38,"ubuntu\u90e8\u7f72paddlepaddl":38,Abs:6,The:[22,29],Using:22,With:24,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,addto:9,aggreg:9,aggregatelevel:9,algorithm:18,all:32,api:[1,4,28],applic:4,argument:[26,30],associ:32,async:55,attent:47,attribut:7,auc:8,avg:12,base:24,basepool:12,batch:30,batch_norm:9,batch_siz:30,beam_search:9,becaus:33,between:16,bidirectional_gru:10,bidirectional_lstm:10,big:33,bilinear_interp:9,bla:35,block_expand:9,book:36,brelu:6,cach:3,can:32,capi:28,capi_priv:28,check:9,checkpoint:[18,19],chunk:8,cifar:13,classif:8,classification_error:8,classification_error_print:8,client:22,clone:48,cluster:23,cmake:17,code:24,column_sum:8,commit:48,compos:30,concat:9,config:4,configur:14,conll05:13,connect:9,content:[3,28,33,43,52],context_project:9,conv:9,conv_oper:9,conv_project:9,conv_shift:9,cos_sim:9,cost:9,cp27mu:33,creat:[30,32],creation:21,creator:30,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cuda:[33,35],cudnn:35,cudnnavg:12,cudnnmax:12,custom:30,dat:69,data:[9,13,18,30],datafeed:13,dataprovid:[4,55],dataset:[13,18,21],datatyp:13,decayedadagrad:11,decor:30,deploi:24,descript:26,design:[16,18,21,22,23,29,30,32],destroi:32,detect:8,detection_map:8,dictionari:30,dispatch:[18,21],distribut:[16,18,24],doc:[16,18,21,22,23,29,30],docker:24,dotmul_oper:9,dotmul_project:9,driver:33,dropout:9,dylib:28,dynam:18,embed:9,entri:30,environ:24,eos:9,evalu:8,event:[15,16],exampl:[16,17,28],except:33,exp:6,expand:[9,43],expandlevel:9,faq:33,fault:18,first_seq:[9,43],fork:48,format:18,from:16,full_matrix_project:9,fulli:9,gate:47,get_output:9,gpu:55,gradient:22,gradient_print:8,group:9,gru:[10,55],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,handler:[16,27],how:30,hsigmoid:9,huber_cost:9,ident:6,identity_project:9,illeg:33,imag:[9,10,24],imagenet:66,imdb:[13,72],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,30],infer:15,ingredi:16,ingress:25,init_hook:3,initi:22,input_typ:3,insid:32,instruct:33,insuffici:33,interfac:[13,18,22,23,30,32],interpol:9,isn:30,issu:48,job:[18,24,59],join:9,kubernet:[24,58,59],lambda_cost:9,last_seq:[9,43],layer:[9,16],learnabl:9,libcudart:38,libcudnn:38,libpaddle_capi_shar:28,libpaddle_capi_whol:28,librari:22,linear:6,linear_comb:9,linux_x86_64:33,list:[19,30],local:32,log:6,logic:21,lstm:[10,55,71,72],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:30,master:[18,21,24],math:9,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:[9,44,46],messag:33,mini:30,minibatch:13,misc:9,mix:9,mnist:13,model:[4,14,16,22,47,66],momentum:11,movi:69,movielen:13,mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:30,multiplex:9,name:32,nce:9,need:30,network:[10,47],neural:47,nlp:[10,55],norm:9,nvprof:52,nvvp:52,object:18,onli:[30,32],optim:[11,18,22],option:26,order:26,orthogon:32,overview:32,pad:9,paddl:[30,31,32],paddlejob:24,paddlepaddl:[16,50,63],parallel_nn:57,paramet:[7,9,15,16,18,22,23,24,29],parent:32,partit:22,path:26,perform:55,persist:21,pfsclient:[25,26],pfsserver:25,platform:33,pnpair:8,point:33,pool:[9,12,43],power:9,pre:48,precision_recal:8,prefetch:30,prelu:9,print:8,process:[18,22,24],project:17,protocol:33,provid:[3,30],pull:48,push:48,python:[24,30],queue:[18,21],rank:8,rank_cost:9,rate:69,reader:[13,16,30],recoveri:18,recurr:[9,10,46,47],recurrent_group:9,refer:3,regular:22,reject:33,relu:6,remot:23,repeat:9,request:48,requir:17,reshap:9,resnet:66,retri:21,rmsprop:11,rnn:[44,55],rotat:9,row_conv:9,runtim:24,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,scope:32,select:22,selective_fc:9,sentiment:13,seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:47,sequence_conv_pool:10,sequencesoftmax:6,server:[18,21,22,24],sgd:55,share:[16,32],should:32,shuffl:30,sigmoid:6,simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:30,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,spars:[22,23],spp:9,squar:6,squarerootn:12,stack:72,stanh:6,start:16,store:18,subcommond:26,submit:24,suffici:30,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,support:33,synopsi:26,tabl:28,table_project:9,take:30,tanh:6,task:[18,21],tensor:9,text_conv_pool:10,thi:[32,33],todo:[19,20],togeth:32,toler:18,too:33,train:[15,16,18,23,24,30],trainer:[15,18,22,24],tran:9,trans_full_matrix_project:9,tune:55,uci_h:13,updat:[16,23],usag:30,use:30,user:[18,69],util:8,value_print:8,variabl:32,version:33,vgg_16_network:10,warp_ctc:9,wheel:33,when:32,whl:33,why:30,wmt14:13,zoo:66}}) \ No newline at end of file -- GitLab