From 15bea3be10a19f0d75739e9082d9e4c3241db51c Mon Sep 17 00:00:00 2001 From: Travis CI Date: Thu, 18 May 2017 23:35:45 +0000 Subject: [PATCH] Deploy to GitHub Pages: 9ab4bd8d4c69128ee763809d320e92d8c536c7d9 --- .../design/build_system/README.md.txt | 107 ++++++ develop/doc/design/build_system/README.html | 338 +++++++++++++++++ develop/doc/objects.inv | Bin 2223 -> 2254 bytes develop/doc/searchindex.js | 2 +- .../design/build_system/README.md.txt | 107 ++++++ .../doc_cn/design/build_system/README.html | 346 ++++++++++++++++++ develop/doc_cn/objects.inv | Bin 2700 -> 2733 bytes develop/doc_cn/searchindex.js | 2 +- 8 files changed, 900 insertions(+), 2 deletions(-) create mode 100644 develop/doc/_sources/design/build_system/README.md.txt create mode 100644 develop/doc/design/build_system/README.html create mode 100644 develop/doc_cn/_sources/design/build_system/README.md.txt create mode 100644 develop/doc_cn/design/build_system/README.html diff --git a/develop/doc/_sources/design/build_system/README.md.txt b/develop/doc/_sources/design/build_system/README.md.txt new file mode 100644 index 00000000000..310739f37ae --- /dev/null +++ b/develop/doc/_sources/design/build_system/README.md.txt @@ -0,0 +1,107 @@ +A few months ago when we were trying to replace CMake with Bazel, @emailweixu suggested that we rewrite those handy Bazel functions using CMake. Now it seems that it's the right time to get this done, as we are facing problems from the porting of Majel and the development of new the parameter server using Go and C++. + +Here are some initial thoughts. Your comments are welcome! + +### Required CMake Function + +I think we need only the following few CMake functions to make a project description mean and clean: + +| C++ | CUDA C++ | Go | +|---|---|---| +| cc_library | nv_library | go_library | +| cc_binary | nv_binary | go_binary | +| cc_test | nv_test | go_test | + +- The `_library` functions generate .a files from source code. +- The `_binary` functions generate executable binary files. +- The `_test` functions generate executable unit test files. They work like `_binary` but links `-lgtest` and `-lgtest_main`. + +The difference between `nv_` functions and `cc_` functions is that the former use `nvcc` instead of the system-default C++ compiler. + +Both `nv_` and `cc_` functions enables C++11 (-std=c++11). + +Also, + +- to describe external dependencies, we need `external_library`. +- to build shared libraries, we need `shared_library`. + +### An Example Project + +Suppose that we have aforementioned functions defined in our `/cmake` directory. The following example `CMakeLists.txt` describes a project including the following source files: + +- tensor.h +- tensor.cc +- tensor_test.cc +- ops.h +- ops.cu +- ops_test.cu +- api.go +- api_test.go + +Suppose that ops.cu depends on CUDNN. + +```cmake +# cc_binary parses tensor.cc and figures out that target also depend +# on tensor.h. +cc_binary(tensor + SRCS + tensor.cc) + +# The dependency to target tensor implies that if any of +# tensor{.h,.cc,_test.cc} is changed, tensor_test need to be re-built. +cc_test(tensor_test + SRCS + tensor_test.cc + DEPS + tensor) + +# I don't have a clear idea what parameters external_library need to +# have. @gangliao as a CMake expert would have better ideas. +external_library(cudnn + ....) + +# Suppose that ops.cu depends on external target CUDNN. Also, ops.cu +# include global functions that take Tensor as their parameters, so +# ops depend on tensor. This implies that if any of tensor.{h.cc}, +# ops.{h,cu} is changed, ops need to be re-built. +nv_library(ops + SRCS + ops.cu + DEPS + tensor + cudnn) # cudnn is defined later. + +nv_test(ops_test + SRCS + ops_test.cu + DEPS + ops) + +# Because api.go defines a GO wrapper to ops and tensor, it depends on +# both. This implies that if any of tensor.{h,cc}, ops.{h,cu}, or +# api.go is changed, api need to be re-built. +go_library(api + SRCS + api.go + DEPS + tensor # Because ops depend on tensor, this line is optional. + ops) + +go_test(api_test + SRCS + api_test.go + DEPS + api) + + +# This builds libapi.so. shared_library might use CMake target +# api_shared so to distinguish it from above target api. +shared_library(api + DEPS + api) + +``` + +### Implementation + +As above example CMakeLists.txt executes, each function invocation adds "nodes" to a dependency graph. It also use this graph to generate CMake commands including `add_executable`, `add_dependencies`, `target_link_libraries`, and `add_test`. diff --git a/develop/doc/design/build_system/README.html b/develop/doc/design/build_system/README.html new file mode 100644 index 00000000000..4a1b49c291d --- /dev/null +++ b/develop/doc/design/build_system/README.html @@ -0,0 +1,338 @@ + + + + + + + + + + + Required CMake Function — PaddlePaddle documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ Folk me on Github +
+ + English + + + + +
+ +
+
+ + + + +
+
+ + + +
+
+
+
+
+ +
+ + + + +
+ + + + + + + + + + + +
+
    + +
  • Required CMake Function
    • +
+
+ +
+
+
+
+ +

A few months ago when we were trying to replace CMake with Bazel, @emailweixu suggested that we rewrite those handy Bazel functions using CMake. Now it seems that it’s the right time to get this done, as we are facing problems from the porting of Majel and the development of new the parameter server using Go and C++.

+

Here are some initial thoughts. Your comments are welcome!

+
+

Required CMake Function

+

I think we need only the following few CMake functions to make a project description mean and clean:

+

| C++ | CUDA C++ | Go | +|—|—|—| +| cc_library | nv_library | go_library | +| cc_binary | nv_binary | go_binary | +| cc_test | nv_test | go_test |

+
    +
  • The _library functions generate .a files from source code.
    • +
  • The _binary functions generate executable binary files.
    • +
  • The _test functions generate executable unit test files. They work like _binary but links -lgtest and -lgtest_main.
    • +
+

The difference between nv_ functions and cc_ functions is that the former use nvcc instead of the system-default C++ compiler.

+

Both nv_ and cc_ functions enables C++11 (-std=c++11).

+

Also,

+
    +
  • to describe external dependencies, we need external_library.
    • +
  • to build shared libraries, we need shared_library.
    • +
+
+
+

An Example Project

+

Suppose that we have aforementioned functions defined in our /cmake directory. The following example CMakeLists.txt describes a project including the following source files:

+
    +
  • tensor.h
    • +
  • tensor.cc
    • +
  • tensor_test.cc
    • +
  • ops.h
    • +
  • ops.cu
    • +
  • ops_test.cu
    • +
  • api.go
    • +
  • api_test.go
    • +
+

Suppose that ops.cu depends on CUDNN.

+
# cc_binary parses tensor.cc and figures out that target also depend
+# on tensor.h.
+cc_binary(tensor
+  SRCS
+  tensor.cc)
+
+# The dependency to target tensor implies that if any of
+# tensor{.h,.cc,_test.cc} is changed, tensor_test need to be re-built.
+cc_test(tensor_test
+  SRCS
+  tensor_test.cc
+  DEPS
+  tensor)
+
+# I don't have a clear idea what parameters external_library need to
+# have.  @gangliao as a CMake expert would have better ideas.
+external_library(cudnn
+  ....)
+
+# Suppose that ops.cu depends on external target CUDNN.  Also, ops.cu
+# include global functions that take Tensor as their parameters, so
+# ops depend on tensor.  This implies that if any of tensor.{h.cc},
+# ops.{h,cu} is changed, ops need to be re-built.
+nv_library(ops
+  SRCS
+  ops.cu
+  DEPS
+  tensor
+  cudnn)  # cudnn is defined later.
+
+nv_test(ops_test
+  SRCS
+  ops_test.cu
+  DEPS
+  ops)
+
+# Because api.go defines a GO wrapper to ops and tensor, it depends on
+# both.  This implies that if any of tensor.{h,cc}, ops.{h,cu}, or
+# api.go is changed, api need to be re-built.
+go_library(api
+  SRCS
+  api.go
+  DEPS
+  tensor # Because ops depend on tensor, this line is optional.
+  ops)
+
+go_test(api_test
+  SRCS
+  api_test.go
+  DEPS
+  api)
+
+
+# This builds libapi.so.  shared_library might use CMake target
+# api_shared so to distinguish it from above target api.
+shared_library(api
+  DEPS
+  api)
+
+
+
+
+

Implementation

+

As above example CMakeLists.txt executes, each function invocation adds “nodes” to a dependency graph. It also use this graph to generate CMake commands including add_executable, add_dependencies, target_link_libraries, and add_test.

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

+ © 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 7d2a2df12e93e6817bd944024bb45dc8b554fc45..fcd99a2a66f08ab215163b04c4beef27abd3499c 100644 GIT binary patch delta 2153 zcmV-v2$uJ+5zY~ie1A=k8@Cz0>sJs+59wicVxJ15D4^`FUAOzyl?(&D45%4OVs^el zae@(w1VIid3^#}`-sV~~=)aM?xBP{^{Fu>j#F^1<)5B^tB8OMlTFgmdaI?)VX4gA(HB zOZi+r-VI2)Hy26#&M%NRz>};HK20O?1lkc7(Y+`Okq1;(kFr3+_fH><2U5goQENB& zvxftxOLd1FEPZ&*{xB6RiwZUN!Hy&ERce_m)OZ1y0)ewXC$Jb@cAX31^F__ z)vI=sv|>xI#D5%K{Fz2o^KjP>vvf*lK8D5xR*R#_?Z6mMtLG+}5Uhg+dW}<<;e-fS zoI_}%lR}UN6ItN6z#?P3oo|EDtcTTegDl2N(&3lt))YtbYtuX>;xc0w9iEg3O>$zM z8Z=ohXhQ$gK~3^@6)AgQ1@4%7tvye@bfdQa2WJwnrr zAu%UtgMUH_r93sM!n_fuUsgy``o_pJM)en1hO7p0Feh;i+bA&GBH%R1AtcdcCJ~E3 zE>DNLdpkLt@Qi?GfSwlcKtLiEo)&PZ?&7T=PsIPpPf1<#&{k5uE$(&+HX@#q1PeRx z0mt4Z;EFu|Aw5U zsek!D2$Lv?h`=-sXstfBspr|H$ozui8S$k-URG?r!?em5fb?{~XHg%hHu%RwMsu~% zB`LTA@mXe^UB&J6B;_QBr#YZBfxVd|uqsvarp)Anh$LB%#A=Ijz*%~tfY=GClKYH= z{svVENoy~Oz0&#^vMo6xDObrCT7aL^S%2!o#Mi5rO>0^A%Gz9i%GrQUbdZIm^`xM2 z6!0Y%B=OG=hX==p4mJl$v!6rGr%>mk{bPJV(0z00E7`-i028LuUpu`EW(vc~;d|(S za#OfRRW;@o3g;xe$TL_Ejgqw=t!3A*U#`CW%j(6`^_M@aUwyRx`*&}j{_Ce7KY!n^ zLx1}5&u)2DXhoFgScLOlc?+%Oudm*`{rAUG`>$7TzxibK=Ihnd*Q>uhTYdiN>ctms z(FCgpPT0aO_xsV?Q+=$uVRg%Hw_dJogD|F0^z{nb@NLC06p;Ix>WEGlW=oV!YlpTj zS9mc=sPI0>CcSQKpxT9zdPdl}xPQ>^vPr2prBK(wHi!7Y+843|rFHH@$FXj|zWUGg z)ywr)pRHfMaeoa>sX2WobWnp)VXDZvbe zJ7eId4EuF!l`ey%=}5Cwy>)=eL#t57vmSr?UPY^cH3#Z$;(dwjRx2h&DvH~Te#^3q;_TX@gM&sf6`0!w$YqW@vT;Fo|EKQwkoqs@6xSX8mdj;;M zg}?H!z5};~-U!%tPNn5SR?jBc1R`_awDy8cJgYk4D@^moEG3tLId!!V*AbfSF{40q zLN3drrUti9u|221J$;PEr^d+KE2^RUv%HYu3^JDtY%ZowxVeEVpuT=^_6VIpw9go1 zz_1*!soQm`w^P1Tt$!PDUSN^BOV0MA0%o&9CLG=++G=4gx=jl@ErdK#3~qWX+D*9Q zNaZ>@^&gLRlWpXYj?+^+N5M%D!U0({x^`fQY$ui7fH z@<3HcLKqxA9-&Jr=IHmugs>DG<4*a0X*=bh)3l3{vrrkyQ-6k|pxFVg#eSV;NKg@z z-?U1!9rAX;Z;7~;mA!cEgKZWTRjD_C!0f1u@}*aHR6h(9V5@5+4yBAatyLDftz4_B z{|rU}SXiYNWc5Q9diTNb zbDw{+6I7z f2H?_FzkIC2T>$AK#af(2ZCZm8%?|oV&reSH9P-8E+6$^HLI#;;w+}8i#+$7OBQ+W zB|FDa6q7x{Fii>DJG(l-0-v#LMI*xQ@8#wj%C8>Gi!>B8OMlTlgmdbz?)ed5gA(HB zSMs@hydRKsZz+=ay&oZOglAbHe40k&DYPRlq6bkHA`hsn9%X^XADlj(j--gwqS0>f zXOBismzoYaScdSL{ZT4d78Ppjqa8;+sMIl8sPzI$y{>s^bZt#V&PYT<;qyzn2=c2S zSFhSl(upm-5`Rm0@n;%U&BJ{^%+fhs_!t^jSS^k=w*zB5t)AOtLa-hh=rvAZh7%%S zagL#l&I&j#uWj>`h|7#!^mtMtG|7p1 zYSCo5pb7nLpC=VW6P=ciEv7unVwx_xc?`fzwtgr%=70g;gtVn}6ThP$KRP||=sf>AY2BcSy z(m7!y4b>6~TDwzm#drpyx7^R~0oZG^Irey4G2rCmf~11tI8YPt!@A(r^q!_~dW7Z~ zLt;r#jekN4r93sM!n_fuUsgy``o_pJM$H#khO8EGuq1H~+bA&GBH%R1AtcdcArY%U zE>DNLdpkLt@Qi?GfSwlcKtLi^o)&PZ?&7T=PsRVqPf6YI&{k5ut?u^;wj!RA1PeRx z0moh)@j965m}f{lZBhroibi^r*opJ(0WT+WhXyuI+Dyt6qSMgmYlV5^{vJJG?&ryF4WrcQ2je1D-zqx z^YAXLU^Ne0M3iwMasG_miV|;gVX{)$P5}P`qPsyF8RvW5Mo3WYlZ^>Dj znt%VJFo}YQ2u$OEHtJ)WdYN5{%r7`z5MLVPWyR(@OsjkWNKf~B7WIK@gMU0^G*=s4 zl7c%BpJm3`RoqTbQciMsngdD`*qccLt5P-BWhNg*B*}s#R$G(<&e9VF#7;<++-D^8 zYg8p9t-U1nO6z0Dw&aMUTqR#<0e(&wseca>->hEh*0S!EwYmP3vjLsxAPY|fu1_xXMk`u%r*aLcPwD55;aB3us2TWBqRbN%++zdx1Qe}B4u z_tj_Xw|`wfd$a!Y^Y!PyTfh9mEt+8UzzJK~1^F;~d#aCBH>^L|?bge+Z4ky3%CbR0 z8@{bLg%WRHQytM6!|V!W^Tx5N&lO(G5-Plpve}>;HB`GWQO^iF7Z>_vHY*k96e=&+ zh_HiM_d<4{w9bdnaje^KuK#m${eNongJzsZ{B>edGXEqBE73e^ zZihogVuCrWELk9igmWi%3u8_0%P($TJ-_+KXE)D39W6-eNHt|^d0zxy0V%k^4A!?bwT4OfXoH22ioG;w9HwS1UxHPNP47q zGA@Ux5OTlDZZuKdyx$j)ynle8U>;@B!8PgWbV7rL9mHu zRVRFfX|Byuav7L&Q3r7oq1m1=3PdO5vOElGaQ773bNY+ZCun+VjLglS8oIy83mMKJ zbIHKwV(NvPJF)^Q;D=|A(HTVhj6ntr%K@9pTBmwD?6f)uP zKG9AKa}{k`&}kuL&3`|-?ZIU?;hsZ}>u@uCfZ0v9l}CEcH{BcsCqW2jl$}Kz23q$q zhwTClmdM3Vx%><8W#8+wQD(jxtHjC!RUrvsaQtL~E~!|eUllXLQgDnr<%gy1l!H#w zK1$9)Wh74-j)Gn8FN~zEOcABR#pEQi~_K*WCavQEQ46A;9FN2^%2~SZk_x~kS9T2 zML99e=p33+)jT!iqgti96fWe=Ljo>9-elAG3j{p7fA+A?9)sbYxSLYmxNHA6L|&asf!Hlv+)rdxHF?R<-U z%jJ(+GIT+mjpHj$`JjHML8)y3Xlwv3UG+P~!fe99t<;4!OAmTc-CN837r7y#g#FzS AasU7T diff --git a/develop/doc/searchindex.js b/develop/doc/searchindex.js index ca9d04af9bc..dbfcd27214b 100644 --- a/develop/doc/searchindex.js +++ b/develop/doc/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["about/index_en","api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/reader/README","design/releasing_process","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/reader/README.md","design/releasing_process.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":56,"00186201e":5,"00m":40,"02595v1":9,"03m":40,"0424m":40,"0473v3":10,"055ee37d":46,"05d":53,"0630u":40,"06u":40,"0810u":40,"08823112e":5,"0957m":40,"0ab":9,"0rc1":28,"0rc2":[28,31],"0th":61,"10007_10":60,"10014_7":60,"100gb":40,"100gi":46,"10g":22,"10m":40,"1150u":40,"11\u5b9e\u73b0\u4e86c":26,"11e6":47,"12194102e":5,"124n":40,"13m":47,"1490u":40,"15501715e":5,"1550u":40,"15mb":56,"1636k":61,"16mb":56,"16u":40,"173m":54,"173n":40,"1770u":40,"18ad":46,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":47,"197u":40,"1gb":40,"1st":[51,54,60,61],"202mb":61,"210u":40,"211839e770f7b538e2d8":10,"215n":40,"228u":40,"234m":54,"2520u":40,"252kb":56,"25639710e":5,"25k":56,"2680u":40,"27787406e":5,"279n":40,"27m":40,"285m":40,"2863m":40,"28m":40,"28x28":3,"2977m":40,"2cbf7385":46,"2nd":[9,60,61],"302n":40,"30u":40,"32777140e":5,"328n":40,"32u":40,"32x32":[13,53],"331n":40,"3320u":40,"36540484e":5,"365e":46,"36u":40,"3710m":40,"3768m":40,"387u":40,"38u":40,"3920u":40,"39u":40,"3rd":[58,60,61],"4035m":40,"4090u":40,"4096mb":43,"4279m":40,"43630644e":5,"43u":40,"448a5b355b84":47,"4560u":40,"4563m":40,"45u":40,"4650u":40,"4726m":40,"473m":47,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":43,"50bd":46,"50gi":46,"51111044e":5,"514u":40,"525n":40,"526u":40,"53018653e":5,"536u":40,"5460u":40,"5470u":40,"54u":40,"55g":61,"5690m":40,"573u":40,"578n":40,"5798m":40,"586u":40,"58s":47,"5969m":40,"6080u":40,"6082v4":9,"6140u":40,"6305m":40,"639u":40,"655u":40,"6780u":40,"6810u":40,"682u":40,"6970u":40,"6ce9":46,"6node":41,"6th":61,"704u":40,"70634608e":5,"7090u":40,"72296313e":5,"72u":40,"73u":40,"75u":40,"760u":40,"767u":40,"783n":40,"784u":40,"78m":40,"7eamaa":13,"7kb":47,"8250u":40,"8300u":40,"830n":40,"849m":40,"85625684e":5,"861u":40,"864k":61,"8661m":40,"892m":40,"901n":40,"90u":40,"918u":40,"9247m":40,"924n":40,"9261m":40,"93137714e":5,"9330m":40,"94u":40,"9530m":40,"96644767e":5,"983m":40,"988u":40,"997u":40,"99982715e":5,"99m":54,"99u":40,"9f18":47,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":23,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":18,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":23,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":23,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":28,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":23,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":23,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":19,"\u4e0b\u8f7d":23,"\u4e0b\u8f7d\u5230\u672c\u5730":23,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":26,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":23,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":25,"\u4e0d\u4f7f\u7528c":25,"\u4e0d\u4f7f\u7528swig":25,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":25,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":25,"\u4e0d\u5728":26,"\u4e0d\u5bb9\u6613\u51fa\u9519":23,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":25,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":25,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":25,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":19,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":23,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":28,"\u4e0e\u53ef\u80fd\u6709\u7684":28,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":25,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":26,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":25,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":25,"\u4e2a\u6027\u5316\u63a8\u8350":28,"\u4e2d":[25,26],"\u4e2d\u5199\u5165json\u5185\u5bb9":18,"\u4e2d\u5b8c\u5168\u4e00\u81f4":25,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":26,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":19,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":23,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":26,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":23,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":26,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":25,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":26,"\u4e5f\u4e0d\u751f\u6210":26,"\u4e66\u5199":25,"\u4eba\u8138\u8bc6\u522b":19,"\u4ec5\u4ec5\u4f7f\u7528":25,"\u4ece":28,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":18,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":18,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":26,"\u4ed6\u662f\u5c06":26,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":25,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":25,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":19,"\u4ee3\u8868shard\u7684index":19,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":19,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":19,"\u4ee5\u4e0b":19,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":23,"\u4ee5\u53canumpi":19,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":18,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":25,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":25,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":19,"\u4f20\u5165":19,"\u4f46":26,"\u4f46\u4e0d\u66b4\u9732":26,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":28,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":28,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":26,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":25,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":19,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":25,"\u4f7f\u7528":[26,28],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":19,"\u4f7f\u7528\u52a8\u6001\u5e93":25,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":18,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":26,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":26,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":18,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":25,"\u4f7f\u7528c":26,"\u4f7f\u7528c99\u505a\u63a5\u53e3":25,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":25,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":25,"\u4f7f\u7528regress":28,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":25,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":25,"\u4f7f\u7528void":25,"\u4f8b\u5982":[19,25,26,28],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":25,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":25,"\u4f8b\u5982\u5bf9\u4e8epython":25,"\u4f8b\u5982c":25,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":25,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":25,"\u4f8b\u5982python\u7684":25,"\u4f9d\u6b21\u7c7b\u63a8":28,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":25,"\u4fee\u590d\u6240\u6709bug\u540e":28,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":28,"\u4fee\u590dubuntu":28,"\u505a\u53ea\u8bfb\u6302\u8f7d":19,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":28,"\u505a\u63a5\u53e3":25,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":26,"\u5176\u4e2d":[25,28],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":26,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":28,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":26,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":26,"\u5177\u4f53\u8bf7\u53c2\u8003":26,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":25,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":25,"\u518d\u57fa\u4e8e":28,"\u5199\u4ee3\u7801":25,"\u5199\u5165\u5feb\u7167\u6570\u636e":18,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":19,"\u51fd\u6570\u540d\u4e3a":26,"\u51fd\u6570\u547d\u540d":25,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":18,"\u5206\u652f":28,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":28,"\u5206\u652f\u4e2d":28,"\u5206\u652f\u4e3a\u5f00\u53d1":28,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":28,"\u5206\u652f\u4e3a\u7a33\u5b9a":28,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":28,"\u5206\u652f\u5408\u5165":28,"\u5206\u652f\u5408\u5165master\u5206\u652f":28,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":28,"\u5206\u652f\u540d\u4e3a":28,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":28,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":28,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":28,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":28,"\u5206\u7247":18,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":18,"\u5219\u5ffd\u7565":18,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":18,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":26,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":18,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":18,"\u5230":18,"\u529f\u80fd":23,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":28,"\u52a8\u6001\u5e93":25,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":26,"\u5305\u62ec":19,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":18,"\u534f\u540c\u5b8c\u6210releas":28,"\u5355\u4e2a\u503c":19,"\u5355\u70b9\u6545\u969c":18,"\u5373":26,"\u5373\u4f7f\u7528":26,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":26,"\u5373\u4f7fc":26,"\u5373\u4f8b\u5982":26,"\u5373\u4fbfpaddl":26,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":26,"\u5373\u66b4\u9732":26,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":25,"\u53c2\u6570":25,"\u53c2\u8003":[23,25],"\u53cc\u5411\u9a8c\u8bc1":23,"\u53d1\u5e03\u5230dockerhub":28,"\u53d1\u5e03\u5230github":28,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":18,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":26,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":25,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":18,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":18,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":25,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":19,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":18,"\u53ef\u4ee5\u7528":23,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":19,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":28,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":18,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":18,"\u540c\u65f6\u518d\u5c06":28,"\u540c\u65f6\u63d0\u8d77":28,"\u540d\u5b57\u4fee\u9970":25,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":18,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":28,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":25,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":18,"\u548c":[19,25,26,28],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":19,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":18,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":18,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":25,"\u56fe\u50cf\u5206\u7c7b":28,"\u5728":[26,28],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":18,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":19,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":18,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":26,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":19,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":18,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":26,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":18,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":18,"\u5728\u672c\u6587\u6863\u4e2d":23,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":19,"\u5728\u6837\u4f8b\u4e2d":26,"\u5728\u7528\u6237\u4f7f\u7528c":26,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":19,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":28,"\u5728\u8fd9\u4e2a":28,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":28,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":26,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":26,"\u5728c":25,"\u5728c\u7684\u5934\u6587\u4ef6":25,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":19,"\u5728paramet":18,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":26,"\u5747\u662f\u5728":26,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":23,"\u591a\u4e2a\u503c":19,"\u591a\u4e2aparamet":18,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":25,"\u5982\u56fe\u4e2dtrainer":18,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":18,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":25,"\u5982\u679c\u5931\u8d25":28,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":18,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":19,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":28,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":26,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":26,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":26,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":18,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":25,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":25,"\u5982\u679cparamet":18,"\u5b57\u7b26\u4e32":19,"\u5b58\u50a8":19,"\u5b66\u4e60\u6210\u672c\u9ad8":25,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":19,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":26,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":23,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":19,"\u5b9e\u73b0\u7b80\u5355":25,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":25,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":25,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":25,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":25,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":26,"\u5bf9\u4e8e\u6bcf\u79cdc":26,"\u5bf9\u6bd4":25,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":26,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":28,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":26,"\u5c06":28,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":18,"\u5c06\u5927\u91cf\u7684":25,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":28,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":28,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":25,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":18,"\u5e73\u5747\u6545\u969c\u7387":18,"\u5e76\u4e14\u4f7f\u7528":26,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":25,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":23,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":23,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":25,"\u5e76\u5220\u9664":28,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":18,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":18,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":19,"\u5e76\u5c06c":26,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":18,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":25,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":19,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":28,"\u5efa\u8bae":28,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":26,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":28,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":28,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":28,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":18,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":26,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":28,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":26,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":23,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":25,"\u5f97\u4f7f\u7528":25,"\u5fc5\u8981":26,"\u60c5\u611f\u5206\u6790":28,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":26,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":25,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":19,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":23,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":23,"\u6211\u4eec\u9009\u62e9":19,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":19,"\u6216\u8005":[25,26],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":18,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":19,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":19,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":18,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":23,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":26,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":26,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":26,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":25,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":26,"\u628a":19,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":19,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":18,"\u63a5\u53e3":[25,26],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":26,"\u63a5\u53e3\u662f":19,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":23,"\u63a7\u5236\u7528\u6237\u6743\u9650":19,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":23,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":23,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":23,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":19,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":23,"\u6570\u636e":23,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":25,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":23,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":19,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":19,"\u6587\u4ef6":25,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":23,"\u6587\u4ef6\u5185\u5bb9\u4e3a":25,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":18,"\u6587\u4ef6\u5bf9\u5e94\u7684data":19,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":23,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":28,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":28,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":23,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":25,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":19,"\u65e0\u8bba\u662f\u4ece":19,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":19,"\u65f6":18,"\u662f":23,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":25,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":26,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":25,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":26,"\u662f\u56e0\u4e3ac99\u652f\u6301":25,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":23,"\u662f\u6307":26,"\u662f\u7528\u6237\u4f7f\u7528c":26,"\u662fc":26,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":18,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":26,"\u6700\u540e\u5220\u9664":28,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":25,"\u6709\u6807\u51c6\u7684":25,"\u6709\u7684\u65f6\u5019":25,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":28,"\u672c\u6587\u6863\u63cf\u8ff0paddl":26,"\u673a\u5668\u7ffb\u8bd1":28,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":18,"\u6765\u786e\u4fdd\u628a":25,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":25,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":19,"\u6765\u8fdb\u884c\u8ba8\u8bba":26,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":28,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":18,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":18,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":18,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":25,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":18,"\u6bcf\u4e00\u4e2a":28,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":19,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":19,"\u6bcf\u4e2adata":19,"\u6bcf\u4e2aparamet":18,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":18,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":19,"\u6bcf\u969410\u5206\u949f":18,"\u6bd4\u5982":19,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":18,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":19,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":19,"\u6ce8":18,"\u6d4b\u8bd5docker\u955c\u50cf":28,"\u6d6e\u70b9\u578b\u6570\u636e":19,"\u7136\u540e\u5728etcd\u7684":18,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":23,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":23,"\u7248\u672c\u5206\u652f":28,"\u7248\u672c\u53f7":28,"\u7248\u672c\u53f7rc":28,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":28,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":25,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":19,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":19,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":25,"\u751f\u6210\u6587\u6863":25,"\u751f\u6210\u7684":19,"\u751f\u6210\u7ed9\u5b9a":19,"\u751f\u6210api\u6587\u6863":25,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":23,"\u7528":23,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":19,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":19,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":26,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":19,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":26,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":19,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":23,"\u7528\u6237\u901a\u8fc7c":26,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":18,"\u7531\u4e8ec":25,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":23,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":23,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":25,"\u7684\u5934\u6587\u4ef6":25,"\u7684\u63a5\u53e3\u6837\u5f0f":25,"\u7684\u6570\u636e\u6d41\u56fe":19,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":25,"\u7684\u7f29\u5199":23,"\u7684\u89c4\u8303":25,"\u7684\u89d2\u5ea6":19,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":19,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":18,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":25,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":23,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":25,"\u76ee\u5f55\u4e0b":26,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":25,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":26,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":25,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":25,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":25,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":18,"\u79bb\u7ebf\u6279\u5904\u7406":19,"\u7b2c\u4e00\u4e2atag\u4e3a":28,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":28,"\u7b2c\u4e8c\u4e2a\u4e3a":28,"\u7b49":26,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":26,"\u7b49\u6587\u4ef6":26,"\u7c7b\u4f3c":26,"\u7c7b\u540d\u548cc":25,"\u7c7b\u578b":25,"\u7ea2\u697c\u68a6":51,"\u7ed3\u8bba":25,"\u7edf\u4e00\u7528":19,"\u7f16\u8bd1\u5668\u6ca1\u6709":25,"\u7f16\u8bd1\u578b\u8bed\u8a00":25,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":28,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":28,"\u7f16\u8bd1c":26,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":28,"\u7f16\u8bd1ubuntu\u7684deb\u5305":28,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":26,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":25,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":26,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":23,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":18,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":25,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":25,"\u800c\u5bf9\u4e8egolang":25,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":25,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":26,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":19,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":25,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":18,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":26,"\u826f\u597d\u7684\u6587\u6863":25,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":18,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":26,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":25,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":25,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":18,"\u8ba9paddle\u6838\u5fc3\u4e2d":26,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":18,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":28,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":28,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":28,"\u8bbe\u7f6e":26,"\u8bc6\u522b\u6570\u5b57":28,"\u8bcd\u5411\u91cf":28,"\u8be6\u7ec6\u8bbe\u8ba1":23,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":28,"\u8bf4\u660e":18,"\u8bf7\u53c2\u8003":26,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":19,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":18,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":28,"\u8fd8\u662f\u4ece":19,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":26,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":26,"\u8fd9\u4e09\u4e2a\u5206\u652f":28,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":26,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":26,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":26,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":25,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":25,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":26,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":26,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":26,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":26,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":19,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":19,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":25,"\u8fd9\u662f\u56e0\u4e3a":25,"\u8fd9\u6837":26,"\u8fd9\u6837\u4fdd\u8bc1":28,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":19,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":23,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":25,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":18,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":28,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":23,"\u901a\u5e38":26,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":18,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":26,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":23,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":28,"\u90a3\u4e48":26,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":19,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":25,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":23,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":18,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":25,"\u91cd\u547d\u540d\u6210":25,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":25,"\u9519\u8bef\u5904\u7406":25,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":25,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":25,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":26,"\u9700\u8981":19,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":23,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":26,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":28,"\u9700\u8981\u5f15\u7528":26,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":25,"\u9700\u8981\u6ce8\u610f\u7684\u662f":28,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":26,"\u9ed8\u8ba4256k":23,"\ufb01xed":61,"abstract":[38,43],"api\u4e2d\u4f7f\u7528":25,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":26,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":26,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":26,"api\u63a5\u53e3":23,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":26,"api\u65f6":26,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":26,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":26,"api\u66b4\u9732\u7684\u7c7b\u578b":26,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":26,"api\u7684\u5b9e\u4f8b":26,"api\u7684\u5b9e\u73b0\u7ec6\u8282":26,"api\u7684\u63a5\u53e3":26,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":26,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":26,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":26,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":26,"block\u6784\u6210\u4e00\u4e2amodel":18,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":28,"boolean":[9,24,25],"break":56,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":28,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":28,"byte":23,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":25,"c\u6709\u6807\u51c6\u7684abi":25,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":25,"case":[9,26,27,29,36,37,38,40,44,46,52,56],"char":[21,58],"class":[5,6,7,8,9,10,11,12,13,15,16,25,42,53,60],"const":[21,38],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":26,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":26,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":26,"core\u6982\u5ff5":26,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":19,"deb\u5305":28,"deb\u5305\u7f16\u8bd1\u95ee\u9898":28,"default":[3,7,8,9,10,12,13,15,16,31,41,43,45,46,47,56,58,60,61],"enum":21,"export":[30,53],"final":[10,29,30,38,58,60],"float":[3,7,8,9,11,13,29,38,40,45,51,54,58],"function":[3,5,9,10,11,13,16,17,20,21,22,27,29,36,38,40,41,43,52,53,56,59,60,61],"golang\u53ef\u4ee5\u4f7f\u7528":25,"golang\u7684":25,"h\u5e76\u4e0d\u56f0\u96be":25,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":19,"import":[3,5,8,9,16,29,36,40,46,51,52,53,54,56,58,60,61],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":23,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":19,"instance\u5305\u6db5\u4e24\u4e2a\u503c":19,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":19,"int":[3,7,8,9,10,13,20,21,22,25,26,27,38,45,56,58,59],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":25,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":28,"long":[2,9,10,13,31,40,59,60],"model\u505a\u5206\u652f\u7ba1\u7406":28,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":19,"new":[3,9,13,17,20,21,27,37,39,46,47,52,56,59,60],"note\u7684\u4e66\u5199":28,"null":[9,38,43,58],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":25,"paddle\u4f7f\u7528git":28,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":25,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":25,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":28,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":28,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":28,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":28,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":25,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":26,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":25,"paddle\u7684c":26,"paddle\u8bad\u7ec3\u4efb\u52a1":19,"paddle\u8def\u5f84\u4e0b":26,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":25,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":26,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":25,"paddle_\u7c7b\u578b\u540d":26,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":26,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":19,"patch\u53f7":28,"patch\u53f7\u52a0\u4e00":28,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":23,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":23,"pfsserver\u63d0\u4f9brest":23,"public":[13,38,41,46,47,60],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":19,"reader\u8f93\u51fa\u7684data":19,"release\u9875\u9762":28,"return":[3,8,9,10,12,13,15,16,19,21,22,29,36,38,46,52,54,56,57,58,61],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":19,"server\u4e4b\u4e0a":18,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":18,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":18,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":18,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":18,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":18,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":18,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":18,"server\u751f\u6210\u4e00\u4e2auuid":18,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":18,"server\u7684\u6570\u636e\u5feb\u7167":18,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":18,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":18,"short":[9,10,29,58,59,60],"static":[21,26,46],"super":38,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":25,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":25,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":25,"swig\u76f4\u63a5\u8bfb\u53d6c":25,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":25,"switch":[26,46,60],"tag\u4e3a":28,"throw":46,"true":[3,7,8,9,10,12,13,15,16,27,29,36,38,43,45,46,54,58,59,60,61],"try":[11,17,20,21,27,40,52,58],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":26,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":28,"void":[21,25,26,38],"while":[2,3,7,13,27,31,36,43,52,56,60,61],AGE:[46,47],AND:58,ARE:58,AWS:[19,39,48,49],Age:57,And:[3,8,9,11,13,22,27,33,37,45,46,47,51,54,58,60,61],But:[3,9,10],EOS:9,For:[2,3,8,9,11,13,16,20,21,22,27,29,30,31,36,38,40,41,42,43,45,51,53,54,56,60,61],Going:60,Has:3,IDs:[13,56],Ids:56,Into:46,Its:[3,36,46,58],Not:[16,17,41],ONE:3,One:[8,10,15,36,38,43,52,56,60,61],PFS:23,QoS:47,THE:3,TLS:[16,23,46],That:[9,13,27,31,43,45],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,20,22,24,26,27,29,30,31,32,33,36,37,38,40,41,43,45,46,47,51,52,53,54,56,57,58,59,60,61],Their:[3,9,17],Then:[5,9,30,31,36,37,38,40,46,47,51,53,58,59,60],There:[8,9,13,15,16,17,21,22,24,29,31,33,40,46,52,53,54,55,56,58,61],These:[41,45,53,59],USE:58,USING:58,Use:[3,16,24,27,31,38,40,43,44,46,58],Used:10,Useful:3,Using:[17,47,60],VPS:46,WITH:37,Will:[13,15],With:[3,9,10,29,52,59],YES:22,Yes:31,___fc_layer_0__:46,__file__:22,__init__:38,__list_to_map__:58,__main__:54,__meta__:58,__name__:54,__rnn_step__:36,_error:52,_link:10,_proj:9,_res2_1_branch1_bn:54,_source_language_embed:[36,51],_target_language_embed:[36,51],aaaaa:19,aaaaaaaaaaaaa:46,abc:9,abl:[9,16,52,60],about:[5,9,10,22,24,29,40,42,43,46,50,59,60,61],abov:[3,5,9,16,17,20,29,31,40,46,47,52,54,56,59],abs:[10,52],absolut:[2,41],academ:57,acceler:[18,45],accept:[3,5,13,16,27,56,59],acceptor:59,access:[2,9,10,16,20,22,36,61],accessmod:46,accident:57,accomplish:31,accord:[2,3,8,9,21,36,37,41,42,43,45],accordingli:[5,9,38],accordingto:59,accrod:10,accumul:[17,21],accuraci:[8,38,56,57,60],achiev:[40,53],ack:43,acl:60,aclimdb:60,across:9,act:[9,10,29,36,56],act_typ:56,action:[46,57],activ:[0,5,9,10,14,29,30,38,43,56,60],activi:10,actual:[3,9,29],adadelta:56,adagrad:56,adam:[16,21,56,60,61],adamax:56,adamoptim:[51,56,60,61],adapt:[8,11,29,60,61],add:[3,9,10,13,29,30,37,38,40,45,56,58],add_input:38,add_test:38,add_to:9,add_unittest_without_exec:38,addbia:38,added:[3,8,38],adding:54,addit:[9,10,31,56],address:[17,31,40,43],addrow:38,addtion:41,addtolay:9,adject:60,adjust:29,admin:57,adopt:59,advanc:[36,40,43],advantag:60,adventur:57,adverb:60,adversari:27,advic:40,affect:9,afford:20,afi:3,aforement:41,after:[9,13,20,21,24,30,33,36,38,41,43,45,46,47,52,53,54,56,58,59,60,61],again:[16,17,40],against:46,age:[13,58],agg_level:9,aggreg:46,aid:40,aim:[60,61],aircraft:61,airplan:53,aistat:9,alex:[9,60],alexnet_pass1:45,alexnet_pass2:45,algorithm:[9,11,20,29,36,51,53,60,61],alia:[6,7],align:[9,10,13,61],all:[0,3,7,8,9,11,16,17,21,22,24,26,29,31,36,37,38,40,41,42,43,45,46,47,51,52,54,56,57,58,59,60,61],alloc:[7,22,38,45],allow:[16,21,31,37,38,40,43,46,56],allow_only_one_model_on_one_gpu:[42,43,45],almost:[10,29,41,51],along:60,alreadi:[17,31,40,41,43,46,47,60],alreali:[42,61],also:[2,3,9,10,13,16,27,30,31,36,38,40,41,47,52,53,54,56,59,60],although:29,alwai:[5,9,10,15,27,29,43,46,61],amaz:53,amazon:[46,47,56,60],amazonaw:46,amazonec2fullaccess:46,amazonelasticfilesystemfullaccess:46,amazonroute53domainsfullaccess:46,amazonroute53fullaccess:46,amazons3fullaccess:46,amazonvpcfullaccess:46,ambigu:[27,59],amd64:46,amend:37,american:53,among:[46,60],amount:[40,60],analysi:[29,40,55,59],analyz:[56,60],andd:46,ani:[2,3,9,10,13,16,17,21,22,27,36,37,40,46,56,58,61],anim:57,annot:59,annual:59,anoth:[3,9,16,22,31,43,46,59,60],ans:46,answer:[29,46,59],anyth:[13,27,37,46,59],api:[13,15,16,21,22,23,28,30,38,40,46,50,52,56,58,60],api_trainer_config_helpers_data_sourc:58,api_trainer_config_helpers_lay:36,api_trainer_config_helpers_layers_context_project:58,api_trainer_config_helpers_layers_cos_sim:58,api_trainer_config_helpers_layers_data_lay:58,api_trainer_config_helpers_layers_embedding_lay:58,api_trainer_config_helpers_layers_fc_lay:58,api_trainer_config_helpers_layers_pooling_lay:58,apiserv:46,apivers:[46,47],apo:61,appar:61,appear:59,append:[3,15,27,36,38,41,58],append_gradient_machin:15,appleclang:30,appleyard:40,appli:[0,9,10,36,38,53,56],applic:[31,40,46,47,60],appreci:[37,60],approach:9,apt:[30,33,53],arbitrari:9,architectur:[51,59,60,61],architecur:60,archiv:[13,25,26],arg:[3,8,9,10,13,29,42,52,53,54,56,58,59,60],arg_nam:9,argu:59,argument:[3,5,9,13,20,36,38,43,44,51,52,53,54,58,59,60,61],argv:54,arn:46,around:[3,9,46],arrai:[5,9,13,15,21,27,29,54],art:[29,59],articl:[41,47],artifact:46,artifici:52,artist:57,arxiv:[9,10,52,60],ask:17,aspect:60,assign:[9,20,43,46],associ:[59,60,61],assum:[9,36,45,51],assur:2,astyp:[27,52],asyc:17,async:[17,42],async_count:43,async_lagged_grad_discard_ratio:43,async_lagged_ratio_default:[42,43],async_lagged_ratio_min:[42,43],asynchron:[17,43],atla:30,atlas_root:30,attenion:10,attent:[9,10,31,61],attitud:60,attr1:9,attr2:9,attr:[7,9,10],attribut:[3,9,10,14,38,51,59],auc:42,auc_evalu:8,aucvalidationlay:43,authent:46,author:[23,46,54],authorized_kei:41,autmot:37,auto:[25,38,40,55,58],autom:[46,61],automak:30,automat:[9,16,21,30,36,38,41,42,43,46,58,59,61],automaticli:9,automobil:53,avail:[17,21,30,46],availabel:30,averag:[8,9,12,20,43,54,56,58,59,60,61],average_test_period:[42,43,59],average_window:60,averagepool:9,avg:[40,56],avgcost:[56,58,60,61],avgpool:[9,56],avoid:[17,40],avx:[30,31,33],await:47,awar:[16,17,31,46],aws:23,aws_account_id:46,awsaccountid:46,awskeymanagementservicepowerus:46,b2t:51,b363:47,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:47,ba5f:46,back:[3,17,31],backward:[6,9,10,21,36,38,43,45],backward_first:36,backwardactiv:38,bag:[56,60],baidu:[0,9,29,33,37,47,51],baik:51,balanc:[43,46,52],balasubramanyan:60,bank:59,bardward:10,bare:47,barrier:43,barrierstatset:40,base:[9,10,12,13,16,20,29,33,36,37,38,40,41,43,46,51,52,56,58,60,61],baseactiv:9,baseev:15,basematrix:38,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,58],bash:[31,46,47],bashrc:30,basic:[3,9,15,31,37,38,56,57,60],batch:[3,9,10,11,13,15,16,17,19,38,41,43,46,47,52,53,54,56,58,59,60,61],batch_0:54,batch_id:15,batch_norm:10,batch_norm_typ:9,batch_read:[19,27],batch_siz:[3,13,29,41,51,52,53,56,58,60,61],batchsiz:[9,38],bbbbb:19,bcd:9,bcebo:13,beam:[9,36,43,59,61],beam_gen:[9,36],beam_search:[15,36],beam_siz:[9,36,42,43,45],beamsiz:61,becaus:[5,9,13,16,17,21,27,36,37,38,45,46,53,56,59],becom:[37,40],been:[3,20,30,37,53,56,59,60,61],befor:[5,9,10,17,24,27,31,37,41,46,53,58,60,61],begin:[5,8,9,21,24,38],beginiter:[15,16],beginn:36,beginpass:[15,16],begintrain:16,behavior:40,being:[17,27,52],belong:[9,61],below:[3,9,13,17,21,27,36,38,40,41,46,52,53,56,58],benefit:[10,22],bengio:9,bertolami:60,besid:[2,9,13,61],best:[9,30,31,43,56,58,60,61],best_model_path:59,besteffort:47,beta1:11,beta2:11,beta:54,better:[9,10,29,41,46,52,58],between:[9,11,17,21,26,29,37,46,52,56,57,60,61],bgr:54,bi_gru:10,bi_lstm:10,bia:[9,10,11,36,38,54],bias:[9,38],bias_attr:[9,10,29,36],bias_param_attr:10,biases_:38,biasparameter_:38,biassiz:38,bidi:47,bidirect:[10,36,59,61],bidirectional_lstm_net:60,big:40,bigger:17,biggest:60,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:40,bin:[30,31,41,46,47,58],binari:[3,8,9,13,22,40,46,51,56,60],bird:53,bison:30,bit:56,bitext:61,bla:30,blank:[9,46],block:[9,18,20,21,29,38,40,43,54,60],block_i:9,block_x:9,blog:60,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:60,book:13,bool:[3,7,8,9,10,12,13,38,43,45,56,58,60],boot:[9,36],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,36],boot_with_const_id:9,bootstrap:30,bos_id:[9,36],both:[0,6,7,9,10,16,17,31,36,38,40,46,52,54,56],bottleneck:[40,54],bottom:60,bow:[56,60],box:40,branch:[9,16,28,37],breadth:[43,61],brendan:60,brew:30,brief:21,briefli:40,broadcast:17,brows:31,browser:[31,46],bryan:60,bucket_nam:46,buf_siz:13,buffer:[3,13,21,27,43],buffered_read:27,bug:46,bui:60,build:[0,13,22,29,31,34,43,46,48,49,51,53,54,56,58,60,61],build_dict:13,built:[0,30,31,52,59],bunch:[40,56],bunk:60,button:[37,46],c11:25,c99:26,c99e:46,cach:[56,58,59],cache_pass_in_mem:[3,56,58,59],cachetyp:[3,56,58,59],calc_batch_s:[3,59],calcul:[3,8,9,10,11,17,21,36,38,40,43,45,52,58],call:[3,9,10,16,20,21,22,29,31,36,38,40,43,46,53,54,56,60,61],callabl:[3,9,13],callback:38,caller:46,caltech:53,can:[2,3,5,7,8,9,10,13,16,17,20,22,27,29,30,31,33,36,37,38,40,41,42,43,45,46,47,51,52,53,54,56,58,59,60,61],can_over_batch_s:[3,59],candid:9,cannot:38,caoi:61,capabl:[30,60],capac:46,capi:25,capi_prvi:26,caption:[29,61],captur:[29,41],card:41,care:[10,22,27,42,43,57],carefulli:[41,43,54],cat:[31,53,54,60],categor:59,categori:[9,13,17,56,60],categorig:13,categoryfil:47,caus:[17,24],caution:[46,47],ccb2_pc30:61,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10,60],center:3,ceph:[19,47],cephf:[19,22,23],certain:[2,42,59],certif:[16,23,46],cffi:25,cfg:47,cgo:25,chain:[13,38],challeng:17,chanc:[16,38,56],chang:[9,13,20,22,27,29,31,36,37,38,40,43,46,56,60],channel:[9,40,41,54],channl:[41,54],char_bas:58,charact:[56,58],character:29,characterist:[45,53],check:[3,13,29,30,31,37,43,45,46,57],check_align:13,check_eq:38,check_fail_continu:3,check_l:38,check_sparse_distribution_batch:[42,43],check_sparse_distribution_in_pserv:[42,43],check_sparse_distribution_ratio:[42,43],check_sparse_distribution_unbalance_degre:[42,43],checkgrad:43,checkgrad_ep:43,checkout:37,checksum:23,children:57,china:31,chines:55,chmod:[30,46],choic:[31,57],choos:[43,56,58],chosen:[2,57,61],chunk:[20,23,52,59],chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:[52,53],cifar_vgg_model:53,claim:46,claimnam:46,clang:[25,30,31,37],class1:60,class2:60,class_dim:60,classfic:[54,60],classfiic:53,classic:[9,29],classif:[3,5,9,45,54,55,56,60,61],classifc:60,classifi:[52,53,54,56,60],classification_cost:[53,56],classification_error_evalu:[8,52,56,60,61],classification_error_printer_evalu:8,claster:46,clean:[5,58],cleric:57,cli:46,click:[37,40,46],client:37,clip:[7,43,56,60],clock:9,clone:[30,31],close:[3,27],closer:29,cloud:[17,22,23,24],cls:56,cludform:46,cluster:[16,17,21,42,43,47,56,61],cluster_train:41,cm469:46,cmake3:30,cmake:[26,30,38,40],cmakelist:38,cmatrix:[25,26],cmd:47,cna:9,cname:46,cnn:[9,47,54,56],code:[0,3,5,13,16,27,29,30,31,32,36,38,39,40,41,46,47,52,56,57],coeff:9,coeffici:9,collabor:17,collect:[9,13,15,29,57],collectbia:38,colleg:57,color:[53,54],colour:13,column:[8,9,27,38,51,61],column_sum_evalu:8,colunm:61,com:[9,10,13,30,31,33,37,46,47,54],combin:[9,10,13,15,52,58,60],come:60,comedi:57,comma:[43,51],command:[2,5,22,24,29,30,31,33,37,38,39,40,41,46,47,48,49,51,52,53,54,58,59,60],commandlin:[40,60],commenc:56,comment:[10,37,56,60],commnun:41,common:[19,36,38,42],common_util:[41,58],commonli:[24,36,40,45],commun:[0,17,21,38,41,46],compani:60,compar:[38,52,56],compat:3,compet:60,competit:52,compil:[30,31,37,38],complet:[0,5,9,10,13,15,17,20,21,23,38,46,47,56],complex:[2,3,10,27,36,40,56],complic:9,compon:38,compos:[13,16,52,59],composenotalign:13,compress:20,comput:[9,10,16,17,29,30,31,36,38,40,45,46,56,58,59,60],computation:36,conat:9,concat:61,concat_lay:36,concaten:10,concept:[3,16,31,36],concern:16,concurr:17,concurrentremoteparameterupdat:43,condit:[9,20,36,41,47,61],conduct:40,conf:[5,9,41,51,52,54,61],conf_paddle_gradient_num:46,conf_paddle_n:46,conf_paddle_port:46,conf_paddle_ports_num:46,conf_paddle_ports_num_spars:46,confid:60,config:[3,7,9,10,19,24,29,38,41,42,43,46,47,51,52,53,54,56,60,61],config_:43,config_arg:[42,43,45,54,56,59,60],config_bas:[8,9,10,15],config_fil:59,config_gener:[41,58],config_lay:38,config_pars:[5,38],config_proto:21,configur:[1,2,3,5,9,21,22,29,37,38,40,43,51,53,54,60,61],confirm:24,conflict:37,confront:61,congest:43,conll05st:59,conll:[13,59],connect:[2,10,22,29,38,46,47,52,53,54,56,58,60],connectionist:[9,60],connor:60,consequ:[9,10],consid:[8,9,11,30,31,40,45,53],consider:[3,10],consist:[9,13,20,27,53,54,56,59,61],consol:[40,46],constant:38,construct:[3,5,16,36,58],construct_featur:58,constructor:38,consum:[17,60],contact:17,contain:[3,8,9,10,12,13,15,16,20,32,33,36,37,41,46,53,54,56,57,60,61],containerport:46,contemporan:60,content:[21,24,47,59,60],content_len:21,context:[9,10,13,36,51,56,58,59,60,61],context_attr:10,context_len:[9,10,56,58],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,58],context_start:[9,10,56],contibut:37,contin:46,continu:[3,17,33,43],contrast:[9,61],contribut:[0,32,39,60],contributor:0,control:[7,31,43,46,47,61],conv:10,conv_act:10,conv_attr:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,41],convent:21,converg:[41,52,60],convert:[3,5,13,19,27,36,51,53,54,56,58],convlay:9,convolut:[9,10,52,54,58],convoper:9,convtran:9,convtranslay:9,cool:[3,37],coordin:17,copi:[15,16,20,24,31,46,52,58],copy_shared_paramet:52,copytonumpymat:52,core:[3,7,26,43,61],coreo:46,corespond:59,corpora:61,corpu:[13,59],correct:[3,8,9,38,46],correctli:[8,13,38,52],correl:[29,53,60],correspoind:16,correspond:[3,5,16,29,36,38,53,57,59,60,61],corss_entropi:16,cos:9,cos_sim:58,cosin:[9,58],cost:[5,11,15,16,29,43,52,56,58,60,61],cost_id:9,could:[3,5,9,13,15,16,20,27,31,40,41,46,56,58],count:[17,22,27,40,43,45,47,51,58,59,60,61],counter:[17,20],coupl:29,cours:22,coverag:30,coveral:30,coveralls_uploadpackag:30,cpickl:[54,58],cpp:[25,26,37,38,40,56,58,61],cpu:[2,3,7,9,22,28,30,33,40,43,47,52,59,60,61],cpuinfo:31,cpusparsematrix:26,craftsman:57,crash:[17,40,41,43],crazi:41,creat:[5,7,9,13,15,16,17,23,24,29,30,31,38,41,43,51,52,53,61],create_bias_paramet:38,create_input_paramet:38,createargu:52,createfromconfigproto:[5,52],createstack:46,creation:46,creationd:46,creator:[13,19],credenti:24,credit:52,crf:59,crime:57,critic:60,crop:54,crop_siz:54,cross:[9,56,59],cross_entropi:[9,16,52],cross_entropy_with_selfnorm:9,crt:23,csc:38,cslm:61,csr:38,csv:57,ctc:8,ctc_error_evalu:8,ctest:31,ctrl:[41,58],ctx:59,ctx_0:59,ctx_0_slot:59,ctx_n1:59,ctx_n1_slot:59,ctx_n2:59,ctx_n2_slot:59,ctx_p1:59,ctx_p1_slot:59,ctx_p2:59,ctx_p2_slot:59,cub:53,cuda:[30,31,33,40,41,43],cuda_dir:[42,43],cudaconfigurecal:40,cudadevicegetattribut:40,cudaeventcr:40,cudaeventcreatewithflag:40,cudafre:40,cudagetdevic:40,cudagetdevicecount:40,cudagetdeviceproperti:40,cudagetlasterror:40,cudahostalloc:40,cudalaunch:40,cudamalloc:40,cudamemcpi:40,cudaprofilerstart:40,cudaprofilerstop:40,cudaruntimegetvers:40,cudasetdevic:40,cudasetupargu:40,cudastreamcr:40,cudastreamcreatewithflag:40,cudastreamsynchron:40,cudeviceget:40,cudevicegetattribut:40,cudevicegetcount:40,cudevicegetnam:40,cudevicetotalmem:40,cudnn:[9,12,30,33,43],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[42,43],cudnn_convt:9,cudnn_dir:[42,43],cudrivergetvers:40,cuinit:40,cumul:9,curl:[30,46],current:[3,9,17,29,31,36,37,38,41,43,46,56,60,61],current_word:36,currentcost:[56,58,60,61],currentev:[56,58,60,61],curv:[16,53,59],custom:[2,3,16,22,38,46,57,60],custom_batch_read:27,cutoff:13,cycl:17,cyclic:9,cython:25,d3e0:46,dai:61,daili:60,dalla:3,dan:59,danger:3,darwin:46,dat:[13,19,41,58],data:[1,2,3,5,8,10,11,15,16,19,20,23,30,31,38,40,41,42,43,45,48,54,57],data_batch_gen:52,data_dir:[51,53,60,61],data_feed:13,data_fil:29,data_initialz:56,data_lay:[3,29,36,52,53,56,58,59],data_nam:13,data_read:[13,27],data_reader_creator_random_imag:27,data_sourc:52,data_typ:[9,13],databas:[13,60],datacent:[19,24],datacenter1:19,datacenter2:19,datacenter_1:19,datacenter_2:19,datacenter_nam:19,datadim:9,datalay:9,dataprovid:[2,29,36,41,58,59],dataprovider_bow:56,dataprovider_emb:56,dataproviderconvert:5,datasci:9,dataset:[1,3,19,22,27,29,43,51,53,54,56,59,60],date:59,db_lstm:59,dcgan:52,dcmake_install_prefix:30,dead:17,deal:[37,52],deb:[32,33],debian:[31,32],debug:[3,24],decai:[11,53],decent:20,decid:[16,27],declar:[9,58],decod:[9,10,36,59,61],decoder_boot:36,decoder_group_nam:36,decoder_input:36,decoder_mem:36,decoder_prev:10,decoder_s:36,decoder_st:[10,36],deconv:9,deconvolut:9,decor:[3,13,38],decreas:29,decrypt:46,deep:[0,9,29,31,34,40,52,53,54,56,59],deeper:[29,31,54],deer:53,def:[3,9,13,16,19,22,27,29,36,38,52,54,56,58,59],defalut:[9,43,45],default_devic:45,default_valu:45,defferenct:3,defin:[2,3,9,10,13,16,17,27,29,36,38,41,43,51,52,53,58,59],define_py_data_sources2:[3,29,53,54,56,58],defini:61,definit:[3,13,17,20,29,31,51,56,60],degre:9,del:58,delai:43,delar:56,delet:[17,22,23],deletestack:46,delimit:[8,57,58],demand:17,demo:[9,13,36,41,47,48,51,52,53,54,55,56,57,58,59,60,61],demograph:57,demolish:47,demonstr:[29,36,52,58],denot:[45,56,57,59],dens:[3,9,13,21,38,46,56,58],dense_vector:[3,5,9,13,29,58],dense_vector_sequ:13,depend:[17,22,29,31,33,41,45,53,57],deploi:[41,45],deploy:[41,46],deriv:[6,16],descent:[9,17],describ:[16,20,29,38,46,47,52,56,59],describestack:46,describestackev:46,describestackresourc:46,descript:[5,30,36,44,46,53,58],deseri:15,design:[3,9,13,25,60],desir:[17,46,47,51],destin:[21,24],destructor:38,detail:[3,5,7,9,10,11,20,22,24,36,37,38,40,41,44,45,46,47,51,52,54,56,58,60,61],detect:8,determin:[3,9,13,38,52],dev:[30,31,53,58,61],devel:30,develop:[0,28,30,37,42,43,61],deverlop:43,deviat:7,devic:[7,43,61],deviceid:45,devid:[9,43],dez:60,diagnos:41,diagram:54,dict:[3,13,15,56,58,60,61],dict_dim:60,dict_fil:[8,36,56,59],dict_siz:13,dictionai:56,dictionari:[3,8,9,13,15,16,36,45,54,56,58,59,60,61],dictsiz:61,did:3,differ:[3,8,9,17,21,29,31,36,37,38,41,43,46,47,51,53,54,56,60,61],difficult:29,dig:[31,40,46],digit:[3,9],dim:[13,38,51,54,56,60],dimens:[6,9,12,13,38,45,51,56,58,60],dimension:[3,29,36,38,52,56],dimenst:51,dimes:9,din:58,dir:[41,54,56,58,59,60,61],dirctori:31,direct:[9,10,31,54,59],directli:[2,3,10,22,29,31,41,47,60],directori:[2,19,23,24,30,31,37,40,41,43,47,53,54,56,58,59,60,61],diretcoti:54,dis_conf:52,dis_train:52,dis_training_machin:52,disabl:3,discard:[13,17,20,43],discount:9,discov:[17,59],discoveri:46,discrep:40,discrimin:52,discriminator_train:52,discuss:[16,20,21],disk:47,dispatch:[41,43],displai:[22,24],disput:61,dist_train:[16,22],distanc:8,distibut:51,distinguish:[41,52,61],distribut:[9,20,21,30,39,47,48,49,52,56,59],distribute_test:[42,43],distributedli:38,disucss:16,divid:[11,42,53,61],diy_beam_search_prob_so:[42,43],dmkl_root:30,dns:46,do_forward_backward:27,doc:[5,10,13,30,31,41],docker:[28,32,46,48,49],docker_build:16,docker_push:16,dockerfil:31,dockerhub:31,doctor:57,document:[3,5,10,23,30,37,45,53,56,58,59,60],documentari:[3,57],doe:[3,5,10,17,20,21,22,27,29,33,36,38,40,56,58,59],doesn:[7,9,13,16,27,37,40,47,61],dog:[53,54],doing:40,domain:46,don:[10,16,27,29,46,60],done:[9,10,17,20,21,36,40,46,52,60],dopenblas_root:30,dot:[43,54,61],dot_period:[43,45,52,53,58,60,61],dotmuloper:9,dotmulproject:9,doubl:[3,30,43],down:[40,56],download:[13,17,23,31,33,52,53,56,59,60],download_cifar:53,downsampl:53,doxygen:[30,37],dpkg:33,drama:57,drop:3,drop_rat:7,dropout:[7,9,38,56],dropout_r:10,drwxr:47,dst:21,dtoh:40,dtype:[5,29,54],dubai:61,due:[20,57,58],dummi:20,duplic:57,durat:[20,40],dure:[2,3,9,17,20,22,29,37,38,42,43,46,56,58,59,61],durn:3,dwith_c_api:26,dwith_doc:30,dwith_profil:40,dwith_python:26,dwith_swig_pi:26,dwith_tim:40,dynam:[2,3,21,26,27,30,40,43],dynamic_cast:38,each:[2,3,5,8,9,12,13,15,17,20,21,22,27,29,31,36,37,38,41,43,45,46,51,53,54,56,57,58,59,60,61],each_feature_vector:6,each_meta:58,each_pixel_str:3,each_sequ:9,each_time_step_output:6,each_timestep:9,each_word:3,eaqual:9,eas:[13,27,54],easi:[0,27,31,38,41,56],easier:[16,27,38],easili:[16,27,29],echo:[31,58,60],edit:[8,31,46],editor:[31,37],edu:[13,46,47,53],educ:57,eeoi3ezpr86c:46,effect:[3,43,46],effici:[0,2,3,36,38],efg:9,efs:46,efs_dns_nam:46,efsvol:46,eight:59,either:[9,13,15,16,40,56,58],elb:46,elbapis:46,elec:56,electron:[47,56],elem_dim:9,element:[3,5,8,9,10,13,15,20,27,56,60,61],element_typ:21,elif:[16,58],elimin:59,els:[9,16,22,31,38,54,56,58],emac:[31,37],emb:[47,56],embed:[16,36,55,58,60],embedd:59,embedding_lay:[36,56,58],embedding_nam:[9,36],embedding_s:[9,36],emphas:40,empir:9,emplace_back:38,emploi:[36,57],empti:[8,13,17,29],emul:61,enabl:[3,7,20,40,41,43,46],enable_grad_shar:[42,43],enable_parallel_vector:43,enc_proj:[10,36],enc_seq:10,enc_vec:36,encapsul:21,encod:[10,20,36,61],encoded_proj:[10,36],encoded_sequ:[10,36],encoded_vector:36,encoder_last:9,encoder_proj:36,encoder_s:36,encrypt:46,encrypt_decrypt:46,end:[3,8,9,27,29,36,43,51,59,60,61],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[19,46],endtrain:16,engin:[0,22,40,57],english:[3,9,61],enjoi:31,enough:29,ensembl:10,ensur:[3,17,38],enter:[31,57],entir:[9,10,21,60],entri:[13,20,22,38,46,57],entropi:[9,56,59],entry_point:22,enumer:[6,56,58],enumerate_data_types_of_data_lay:13,env:[37,46],environ:[16,30,31,33,40,41,42,43,46,47,52,53,58],eol:37,eos_id:[9,36],epel:30,epoch:57,epsilon:11,equal:[9,10,17,43],equat:[9,10,11,31],equilibrium:52,equip:[30,36],equival:[9,16],error:[7,8,9,11,16,20,24,29,33,38,41,43,46,53,54,56,57,58,60,61],error_clipping_threshold:7,especi:[3,10,59],essenc:16,essenti:[9,16,30,59,61],estat:29,estim:[9,16],eta:47,etc:[13,27,31,41,42,45,46,60,61],etcd:[17,20],eth0:[41,46],ethternet:41,eval:[8,56,58,60,61],eval_bleu:61,evalu:[2,9,14,15,40,41,56,60,61],evaluate_pass:60,evalut:[29,61],even:[16,27,40,43,60],evenli:[21,46],event:47,event_handl:[15,16],everi:[2,3,8,9,10,13,16,17,20,21,36,37,38,43,56,59,60,61],everyth:[29,37],exactli:[3,8,9,10,31,46,59],exampl:[2,3,9,10,11,13,15,22,24,27,29,30,31,36,38,40,41,42,43,45,46,47,53,54,55,56,60,61],exceed:9,except:[3,13,45,51,58,60],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[31,43],execut:[17,20,22,38,40,46,57,59,60],exist:[16,17,24,27,38,43,46,57,60],exit:[21,24,43,47],expand:[38,59,60,61],expand_a:9,expand_level:9,expandconvlay:9,expect:[9,40,60],expens:61,experi:45,expir:17,explain:[3,8,17,41,52,60],explan:[9,22,56,61],explanatori:[29,31],explicit:38,explicitli:[3,16],exploit:53,explor:9,exponenti:6,expos:[31,46],express:[16,46,60],extend:[0,58],extens:[57,58,61],extent:26,extern:[3,25,26],extra:[7,9,10,29],extra_input:9,extra_lay:15,extraattr:[7,45],extraattribut:[9,10],extraattributenon:9,extract:[9,46,53,59,60],extract_fea_c:54,extract_fea_pi:54,extract_para:51,extralayerattribut:[7,9],extrapaddl:10,extrem:[9,40],extremli:2,f120da72:47,f7e3:46,fa0wx:47,fabric:41,facotr:9,fact:54,factor:[7,9,11],factori:25,fail:[3,17,20,43,45,47,53],failur:[17,21],fake:52,fake_imag:27,falloc:23,fals:[3,7,8,9,10,11,13,27,29,36,38,43,45,47,51,56,58,59,60,61],false_label:27,false_read:27,famili:61,familiar:[3,29],fanscin:3,fantasi:57,fantast:56,far:0,farmer:57,fascinatingli:2,fast:[9,20,37,40],faster:[9,10,17,36,40,60],fault:20,favorit:37,favourit:31,fbd1f2bb71f4:47,fc1:[38,45],fc2:45,fc3:45,fc4:45,fc8a365:46,fc8a:46,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,29,38,45,56,58],fc_mat:15,fc_name:10,fc_param_attr:10,fclayer:38,fdata:59,fea:54,fea_output:54,feat:60,featur:[3,6,9,13,37,43,53,56,60,61],feature_map:58,feed:[10,13,15,16,29,60],feedback:0,feeder:13,feedforward:53,femal:57,fernan:60,festiv:3,fetch:[13,17,36,38],few:[3,17,27,31],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,40,46],figur:[16,36,38,40,51,52,53,54,59,60,61],file1:61,file2:61,file:[2,3,5,8,9,13,15,16,17,19,20,21,22,23,24,26,27,29,30,31,36,37,38,41,43,51,53,54,59,60,61],file_list:3,file_nam:[3,29,54,56,59],filenam:[3,19,58],fileoffset:23,filer:9,filesystem:[22,23,31,46],fill:[9,17,20,46,56],film:57,filter:[9,54],filter_s:[9,10],filter_size_i:9,finali:41,find:[9,11,17,31,40,53,60,61],fine:[7,20,58],fingerprint:46,finish:[3,17,20,22,31,41,46,47,53],finit:38,first:[3,9,13,16,17,20,22,24,29,31,33,36,37,38,40,43,45,46,51,52,53,54,56,58,59,60,61],first_seq:36,firstn:13,firstseen:47,fit:[2,13,37],five:[40,56],fix:[3,7,25,61],flag:[13,43,52,53,59],flexiabl:27,flexibl:[0,2,9,10,16,21,36],flight:61,float32:[5,13,27,29,52,54],floor:9,flow:[28,37],fly:[29,56],fnt03:46,focu:[3,40],folder:[19,22,24,30,46,53,60,61],follow:[2,3,8,9,10,11,13,16,17,20,22,27,30,31,33,36,37,38,40,41,45,46,47,48,49,51,52,53,54,56,57,58,59,60,61],fool:52,forbid:16,force_load:25,forecast:60,forget:[11,16,60],form:[2,3,10,11,40,59],format:[2,3,8,20,21,29,37,38,43,46,51,53,57,58,60],former:[16,61],formula:[9,10],formular:9,forward:[6,10,21,36,37,38,45,52,59,60],forwardactiv:38,forwardtest:5,found:[3,5,9,30,36,52,53,56,60],four:[3,33,51,54,56,58,59,60],frame:8,framework:[16,38,54,56,60],free:[13,61],french:61,frequenc:[13,40,51,56,60],frequent:[20,27,41,61],frog:53,from:[0,3,5,9,10,13,15,17,19,20,21,24,27,29,31,36,37,38,40,41,43,45,46,47,51,52,53,54,56,57,58,59,60,61],from_sequ:9,from_timestep:9,fromfil:[27,29,54],fulfil:40,full:[9,17,31,36,38],full_matrix_project:[10,36],fulli:[29,37,38,40,52,53,54,56,58,60],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:51,fullyconnectedlay:38,func:[13,20],fundament:29,further:9,fusion:58,gain:9,game:52,gamma:54,gan:16,gan_train:52,gap:43,gate:[9,10,60],gate_act:[9,10],gate_recurr:9,gather:[9,38,58],gauss:7,gaussian:52,gcc:[25,30,31],gdebi:33,gen:[9,61],gen_conf:[52,61],gen_data:61,gen_result:61,gen_train:52,gen_training_machin:52,gen_trans_fil:36,gender:[13,57,58],gener:[2,3,5,8,9,10,13,15,16,17,19,20,21,27,29,30,31,40,41,43,45,46,51,54,55,56,58,60],generated_word_embed:9,generatedinput:[9,36],generator_conf:52,generator_machin:52,generator_train:52,genert:3,genr:[57,58],gereat:8,get:[3,9,10,13,15,20,21,22,23,29,30,33,36,38,40,41,46,50,53,54,56,58,59,60],get_batch_s:59,get_best_pass:60,get_config_arg:[45,56,58,60],get_data:[47,56,59],get_dict:13,get_embed:13,get_imdb:60,get_input_lay:38,get_mnist_data:52,get_model:54,get_movie_title_dict:13,get_nois:52,get_output_attr:10,get_shap:15,get_training_loss:52,get_word_dict:13,getbatchs:38,getenv:[16,22],getinput:38,getinputgrad:38,getinputvalu:38,getoutputgrad:38,getoutputvalu:38,getparameterptr:38,getsiz:38,getslotvalu:52,gettask:20,gettempl:46,gettranspos:38,getw:38,getweight:38,getwgrad:38,gfortran:30,gildea:59,gist:10,git:[28,30,31,37],github:[9,10,30,31,33,54],give:[3,17,29,31,38,40,46,56],given:[3,13,15,21,27,38,43,52,56,59,60,61],global:[3,7,16,17,40,43,46,58,60],global_learning_r:7,globalstat:40,globalstatinfo:40,globe:3,goal:[40,59],gob:20,godoc:25,goe:[9,10,17,29],going:[56,60],good:[9,27,40,60,61],goodfellow13:9,googl:16,googleapi:46,gpg2:46,gpg:46,gpu:[2,3,7,9,12,22,28,30,33,39,41,52,53,54,58,59,60,61],gpu_id:[43,45,52],gpugpu_id:42,grab:[17,60],grad:[21,43,57],grad_share_block_num:[42,43],gradient:[7,8,9,11,15,17,20,43,56,60],gradient_clipping_threshold:[7,56,60],gradient_machin:[15,26],gradient_printer_evalu:8,gradientmachin:[5,15,26,52,58,61],gradual:[29,40],grai:53,gram:[51,60],grant:46,graph:[9,15,17,51],graphviz:54,grave:60,grayscal:3,greater:9,grep:[31,60],groudtruth:36,ground:[8,9,56,61],group:[10,20,60],group_id:58,group_input:36,grouplen:[13,57],gru:[9,36,56,61],gru_attr:10,gru_bias_attr:10,gru_decod:36,gru_decoder_with_attent:36,gru_encoder_decod:[51,61],gru_memori:10,gru_siz:56,gru_step:[10,36],gru_step_lay:36,grumemori:[10,36],gserver:[9,38],gsizex:40,guarante:38,guess:[29,60],gui:40,guid:[23,32,36,37,38,40,46,47,51,53,60,61],guidenc:29,gur_group:10,gzip:[20,47],hack:[32,41],hadoop:16,half:46,hand:[57,58,60],handl:[16,22,27,41,58,60],handler:15,handwrit:[3,60],happen:20,hard:[46,56],hardwar:[31,40],has:[3,5,9,10,11,13,16,17,20,21,31,36,38,40,46,47,51,53,56,57,58,59,60,61],has_kei:15,have:[2,3,5,8,9,10,13,16,17,20,21,22,27,29,30,31,36,37,38,40,41,43,45,46,51,53,56,57,58,60,61],hdf:[2,19],head:[37,51,60],header:[21,26,29,38,51,54,58],health:57,heavi:41,height:[9,13,25,27,38,53],held:17,hello:16,help:[3,5,24,37,41],helper:[9,10,38],here:[3,5,7,9,10,13,16,17,24,27,29,30,36,41,42,45,46,47,51,53,54,55,56,57,58,59,60,61],heurist:[9,43,61],hidden:[9,10,36,46,56,58,60],hidden_s:[10,58],hierarch:[9,36],high:[7,38,52],higher:2,highest:[13,61],highli:[2,3,13,36,45,58,60],him:16,hint:29,histor:60,hl_get_sync_flag:38,hold:[16,17,20,46],home:[19,24,41,46,47],homemak:57,honor:20,hook:[3,58,59],hope:0,horizont:[9,54],horror:57,hors:53,horst:60,host:[22,30,31,41,46,47],hostnam:[41,46],hostpath:47,hostport:46,hot:58,hour:61,hous:[3,13,29,51],how:[2,3,7,9,16,17,20,24,29,36,41,43,46,47,50,53,54,56,58],howev:[3,10,27,29,36,37,42,43,46,60,61],hpp:25,html:[13,31,53],htod:40,http:[9,10,13,22,30,31,33,37,46,47,52,53,54,61],huber:9,huge:[9,37],huina:60,human:61,hyper:[9,38],hyperplan:13,i0601:58,i0706:61,i0719:61,i1117:40,iamfullaccess:46,iamusersshkei:46,ib0:41,ics:13,icwsm:60,id_input:[8,36],idea:[9,27],ident:[29,31,46,57],identifi:[36,38],identityoffsetproject:9,identityproject:9,ids:[8,9,38,56,58],idx:[20,38],ieee:60,ies:24,ignor:[3,8,9,43,51],ijcnlp:60,illustr:[3,17,21,36,38,40,56],ilsvrc:54,imag:[3,12,13,16,27,29,32,45,46,48,49,52,54,55,61],image_a:27,image_b:27,image_classif:53,image_fil:27,image_lay:27,image_list_provid:54,image_nam:16,image_path:27,image_provid:53,image_reader_cr:27,image_s:54,imagenet:[19,55],imagepullpolici:46,imageri:9,images_reader_cr:27,imdb:57,imdber:60,img:[3,9,53],img_conv:10,img_featur:3,img_pool:10,img_siz:53,imgsiz:40,imgsizei:40,imgsizex:40,immedi:46,immutable_paramet:16,implement:[3,9,10,11,13,20,21,22,25,26,36,56,59],importerror:58,improv:[0,40,46,60,61],inbound:46,includ:[2,3,9,10,13,16,21,22,25,26,30,31,36,38,40,43,46,47,51,56,57,59,61],inconsist:57,incorrect:9,increas:[17,20,43,61],increment:43,incupd:38,inde:[13,27,31],independ:[9,21,56],index:[3,8,9,12,13,15,17,20,36,41,46,58],indexslot:[9,59],indic:[3,8,9,21,29,41,46,59],individu:[17,29,46],industri:17,infer:[1,16,17,25,30],infiniband:41,info:[8,9,13,38,41],infom:37,inform:[5,13,22,24,38,40,43,46,57,58,59,60,61],infrastructur:[46,52],ingor:43,ininst:16,init:[7,38,45,46,52,56,58,59],init_hook:[56,58,59],init_model_path:[42,43,45,51,56,59],initi:[3,5,7,9,13,20,36,38,43,51,52,56,59],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,52],inlcud:10,inlin:46,inner:38,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,27,29,36,38,45,51,52,53,54,56,58,59,60,61],input_data:38,input_data_target:38,input_featur:6,input_fil:[29,59],input_hassub_sequence_data:38,input_id:9,input_imag:[10,53],input_index:38,input_label:38,input_lay:38,input_nam:16,input_sequence_data:38,input_sequence_label:38,input_sparse_float_value_data:38,input_sparse_non_value_data:38,input_t:38,input_typ:[29,36,56,58],inputdef:38,inputlayers_:38,inputtyp:[3,13],insid:[8,9,17,27,31,46],inspir:51,instal:[22,31,34,37,41,47,53,54,58,59,60],instanc:[9,17,19,36,38,40,43,59],instance_ip:46,instanti:17,instead:[9,10,12,22,27,31,37,41,56,61],instruct:[31,33,40,56],int32:43,int64:23,integ:[3,8,9,13,20,22,25,36,38,56,60],integer_valu:[3,13,56],integer_value_sequ:[3,13,36,56,59],integr:[30,59],intend:0,inter:[9,41],interact:[31,46],intercept:9,interest:[40,60],interfac:[1,5,7,9,10,20,22,24,41,46,53,58,60],interg:56,intergr:9,intermedi:[24,59],intern:[9,10,13,15,46],internet:[17,60],interpret:[3,8,30,40],interv:60,intrins:30,introduc:[3,17,47,58,60],introduct:[4,52],invalid:27,invari:53,invok:[3,9,15,40,46,58],involv:52,iob:8,ioe:8,ips:46,ipt:[9,36],ipython:16,is_discriminator_train:52,is_gener:[9,51,52,61],is_generator_train:52,is_kei:58,is_loc:15,is_predict:[56,58,60],is_seq:[9,36,58],is_sequ:58,is_stat:7,is_test:[54,59,60],is_train:3,isn:40,isol:31,isspars:38,issu:[30,31,40],item:[9,13,15,27],iter:[9,10,11,13,15,16,17,27,53,59,60],its:[3,8,9,10,16,17,20,38,40,43,46,51,52,53,56,60,61],itself:[10,17],java:25,jeremi:40,jie:[59,60],jmlr:9,job:[5,13,42,43,45,54,56,58,59,60,61],job_dispatch_packag:41,job_id:13,job_mod:51,job_nam:[22,46],job_namespac:46,job_path:46,job_workspac:41,jobpath:46,jobport0:46,jobport1:46,jobport2:46,jobport3:46,jobserv:22,johan:60,join:17,joint:[51,61],jointli:[10,61],journal:[59,60],journei:31,jpeg:53,jpg:54,json:[41,46,47,58],jth:10,judg:61,jupyt:[22,31],just:[3,6,8,9,10,13,20,21,29,37,41,45,46,51,53,58,59,60],jx4xr:46,jypyt:16,k8s_data:46,k8s_job:16,k8s_token:16,k8s_train:46,k8s_user:16,kafka:19,kaim:9,kaimingh:54,kebilinearinterpbw:40,kebilinearinterpfw:40,keep:[3,9,17],kei:[3,13,15,17,19,20,23,40,41,58,60],kernel:[9,40,56],key1:43,key2:43,key_pair_nam:46,keyid:46,keymetadata:46,keypair:46,keyserv:46,keystat:46,keyusag:46,keyword:3,kill:[17,46],kind:[2,3,16,17,29,46,47,52,56,58],kingsburi:59,kms:46,know:[3,10,16,20,29,38,40,46,58],knowledg:60,known:[52,60,61],kriz:[13,53],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:46,kubectl:47,kuberent:[17,46],kubernet:[16,17,39,41,48,49],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,56,58,59],l1_rate:7,l2_rate:7,l2regular:[53,56,60],label:[3,5,8,9,11,13,15,27,29,36,47,52,53,54,55,56,58,60],label_dict:59,label_dim:[9,56],label_fil:[27,59],label_lay:27,label_list:59,label_path:27,label_slot:59,labeledbow:60,labl:60,lag:43,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,45,51,59,60,61],larg:[12,13,59,60,61],larger:[3,7,8,9,41],last:[8,9,10,29,36,41,43,56,60,61],last_time_step_output:9,lastseen:47,late:60,latenc:[41,46],later:[30,37,46,56],latest:[9,17,31,37,47,60],latter:61,launch:[43,46,60],launcher:16,lawyer:57,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,27,29,36,39,42,43,51,52,53,54,56,58,59,60],layer_0:38,layer_attr:[9,36,45],layer_num:[45,54],layer_s:9,layer_typ:9,layerbas:38,layerconfig:38,layergradutil:38,layermap:38,layeroutout:9,layeroutput:[9,58],lbl:[8,53],ld_library_path:[30,33,41],lead:40,learn:[0,7,8,9,10,11,13,16,21,27,29,31,34,36,38,40,53,54,56,59,60,61],learnabl:9,learning_method:[29,51,53,56,58,60,61],learning_r:[7,21,29,51,53,56,58,60,61],leas:17,least:[8,9,17,30,57],leav:[3,46],lecun:13,left:[9,29,54],leman:61,len:[3,9,21,23,36,38,56,58,59],length:[9,10,13,21,36,43,47,60,61],less:[9,16,41,61],less_than:16,let02:47,let:[5,9,16,29,46,58],level:[7,9,41,43,52,58,60,61],lib64:[30,41,43],lib:26,libari:26,libcudnn:30,libjpeg:53,libpaddl:[25,26],libpaddle_capi:26,libpaddle_gserv:26,libpaddle_math:26,libpython:30,librari:[9,26,30,31,41,43,58],licens:59,life:17,like:[3,8,9,13,17,22,27,29,30,36,40,41,42,45,46,51,54,56,58,60,61],limit:[9,13,40,43],line:[2,3,5,8,13,22,24,29,37,39,40,41,45,46,51,53,54,58,59,60,61],linear:9,linearactiv:[9,29],linguist:59,link:[9,10,23,24,30,46,56,60],linux:[23,30,31,33,46,61],lipeng:51,lipton:60,list:[2,3,8,9,13,15,16,20,22,24,29,31,36,38,41,43,45,46,53,54,56,58,59,60,61],listen:43,literatur:60,littl:[2,3,21,43,56,60],lium:61,live:[17,31],liwicki:60,load:[2,3,5,9,16,17,29,43,46,54,58,59,60,61],load_featur:54,load_feature_c:54,load_feature_pi:54,load_missing_parameter_strategi:[42,43,45,51,59],load_uniform_data:52,loadparamet:5,loadsave_parameters_in_pserv:[42,43],local:[7,17,30,31,37,41,42,43,47,53,60],localhost:31,localpath:24,locat:[36,38,56,59],lock:[17,20,21],log:[3,20,24,37,38,41,43,46,47,53,58,59,60,61],log_barrier_abstract:43,log_barrier_lowest_nod:[42,43],log_barrier_show_log:[42,43],log_clip:[42,43],log_error_clip:[42,43],log_period:[43,45,47,52,53,56,58,59,60,61],log_period_serv:[42,43],logarithm:6,logger:3,logic:[3,41],login:31,longer:61,look:[3,22,29,41,42,46,47,52,56],lookup:56,loop:27,loss:[9,38,52,56,60,61],lot:42,low:9,lower:41,lowest:43,lpaddle_capi_shar:26,lpaddle_capi_whol:26,lst:58,lstm:[9,36,47,56],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_size:56,lstm_step:10,lstmemori:[10,36],lstmemory_group:9,ltr:9,lucki:29,mac:[26,30,31],machan:10,machin:[9,10,13,15,29,37,38,42,43,45,46,47,56,58,60,61],made:[3,17,21,29,36,57],mai:[3,9,27,31,37,40,46,57],main:[3,5,37,46,53,59,60],mainli:43,maintain:[9,20,46],major:[31,37,52,54,60,61],make:[3,16,17,20,21,27,30,31,37,38,40,41,46,53,56,58,60],male:57,malloc:38,man:23,manag:[17,21,24,37,41],manageri:57,mandarin:9,mani:[0,9,10,20,29,31,43,56,57,58,60],mannal:41,manual:37,manufactur:61,mao:60,map:[3,9,13,15,16,20,43,53,54,58],map_read:13,mapreduc:16,marcu:60,mark:[3,36,59],mark_slot:59,market:[29,57,60],martha:59,mask:[7,9],master:[16,28,37,43,60],mat:[25,26],mat_param_attr:10,match:40,math:[10,25,38,40],matirx:9,matplotlib:53,matric:[5,36,38],matrix:[8,9,10,13,15,25,26,36,38,42,45,54,59],matrixptr:38,matrixtyp:26,matter:3,max:[3,7,9,13,40,43,45,53,56,58],max_id:[9,15,56],max_job_id:13,max_length:[9,36],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_printer_evalu:8,maxid:[8,56],maxid_lay:56,maxid_printer_evalu:8,maxim:[9,61],maximum:[8,13,21,36,40,43,56,59,60],maxinum:12,maxpool:9,mayb:[9,10,53],md5:[13,18],mean:[3,7,8,9,10,11,12,13,15,27,29,36,40,41,43,45,46,51,52,53,54,56,58,59,60,61],mean_img_s:53,mean_meta:54,mean_meta_224:54,mean_valu:54,measur:[29,40],mechan:[9,10,36,46,60],media:60,meet:59,mem:[9,22],member:[13,16],memcpi:40,memor:60,memori:[2,3,10,20,22,36,38,40,43,45,47,56,59,60,61],memory_nam:9,memory_threshold_on_load_data:43,mention:20,mere:10,merg:[21,37,43,51,61],mergedict:[51,61],messag:[29,43,47,58,60,61],meta:[41,53,54,56],meta_config:[41,58],meta_fil:58,meta_gener:[41,58],meta_path:53,meta_to_head:58,metadata:[23,46,47],metaplotlib:16,method:[3,9,11,15,31,38,40,43,45,56,58,60,61],might:[9,31,38,46],mileag:40,million:[13,45,57],min:[7,40,45,46,58],min_pool_s:3,min_word_freq:13,mind:41,mini:[3,9,13,15,17],mini_batch:27,minibatch:9,minibatch_data:13,minim:[3,11,29,43],minimum:9,minimun:43,minst:3,minut:[17,46,61],mirror:31,mislead:21,miss:[43,51,59],mit:46,mix:[10,36,59],mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,36,59],mixedlayertyp:9,mkdir:[24,30,31,46],mkl:30,mkl_path:30,mkl_root:30,ml_data:[41,58],mnist:[3,5,19,27],mnist_provid:3,mnist_random_image_batch_read:27,mnist_train:[3,27],mnist_train_batch_read:27,mod:59,modal:59,mode:[9,43,52,53,54,58,60,61],model:[1,2,5,9,10,13,17,18,37,38,39,43,46,58,59,60],model_config:[5,52],model_list:[43,45,59,60],model_output:60,model_path:45,model_zoo:[51,54],modifi:[5,36,37,38,41,46],modul:[2,3,5,10,13,15,29,30,53,54,56,58,59],modulo:9,momentum:[7,29,56],momentumoptim:[29,53],mon:47,monitor:[56,60],mono:9,month:[56,61],mood:60,more:[2,3,5,8,9,10,13,16,17,20,22,24,27,29,31,36,38,40,41,45,47,53,56,59,60,61],morin:9,mose:[60,61],moses_bleu:61,mosesdecod:60,most:[3,5,9,13,16,27,29,36,38,40,42,58,59,60,61],mostli:[53,57],mount:[22,31,46,47],mountpath:[46,47],move:[9,17,20,24,40,46,58,60],movement:[40,60],movi:[3,13,60],movie_categori:13,movie_featur:58,movie_head:58,movie_id:58,movie_info:13,movie_meta:58,movie_nam:58,movie_review:13,movieid:57,movieinfo:13,movielen:55,moving_average_fract:9,mpi:41,mse_cost:[29,58],much:[9,17,27,40],mul:38,mulit:41,multi:[9,38,42,43,54,61],multi_binary_label_cross_entropi:9,multi_crop:54,multinomi:9,multipl:[8,9,10,13,15,16,20,21,31,36,38,43,45,46,52,56,58,60],multipli:[8,9,38,53],multithread:3,music:57,must:[3,6,8,9,10,27,30,31,36,37,38,41,43,45,46,61],my_cluster_nam:46,my_cool_stuff_branch:37,my_external_dns_nam:46,mypaddl:47,mysteri:57,name:[3,7,8,9,10,12,13,15,16,17,19,21,22,26,29,31,36,38,40,41,43,45,47,48,49,51,52,53,54,56,58,60,61],name_prefix:19,namespac:[25,31,38,47],nano:37,nativ:9,natur:[20,45,59,60],nchw:9,ndarrai:[15,19],ndarri:15,ndcg:9,ndcg_num:9,nearest:56,necessari:[3,9,21,30,38,41,56,60],necessarili:38,need:[3,9,10,13,16,20,21,22,24,29,30,31,33,36,37,38,41,42,43,45,46,47,52,53,54,56,58,59,60,61],neg:[3,8,9,56,59,60],neg_distribut:9,negat:59,neighbor:56,nest:[3,9,13],net:[9,10],net_conf:60,net_diagram:54,network:[2,3,5,7,8,9,11,13,14,15,16,17,27,29,31,38,40,41,43,51,60,61],network_config:45,networkadministr:46,neural:[3,5,9,10,11,13,15,16,17,29,40,43,51,52,54,60,61],neuralnetwork:9,neuron:[5,38,56,60],never:[13,27,46,47],newest:[21,37],newtork:60,next:[9,13,17,36,38,40,43,46,47,59,60,61],nfs4:46,nfs:46,nfsver:46,nginx:31,ngram:13,nic:[41,42,43],nil:20,nine:[13,59],nlp:[3,9],nltk:13,nmt:61,nnz:38,no_cach:3,no_sequ:[3,9,58],noah:60,noavx:[31,33],node:[9,38,41,43,46,47,60,61],node_0:46,node_1:46,node_2:46,nodefil:41,noir:57,nois:[9,17,52],noise_dim:52,non:[9,17,38,43,46],none:[2,3,5,7,8,9,10,11,12,13,15,16,29,36,54,56],nonlinear:38,norm:52,norm_by_tim:9,normal:[3,5,9,10,13,33,36,38,41,43,47,51,52,54],normzal:54,north:53,notat:9,note:[3,5,7,9,10,12,15,16,20,22,27,30,40,43,45,46,51,53,58,60],notebook:[22,31],noth:[6,15,43],notic:[36,38],novel:60,now:[0,3,9,17,29,31,37,43,46,52,58,59],np_arrai:13,nproc:30,ntst1213:61,ntst14:61,nullptr:38,num:[9,41,43,56,59,60,61],num_channel:[9,10,53],num_chunk_typ:8,num_class:[9,10,53],num_filt:[9,10],num_gradient_serv:[42,43],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,29,42,43,45,47,56,58,59,60,61],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:19,number:[3,8,9,13,17,19,27,29,38,41,43,46,51,53,54,56,59,60,61],numchunktyp:8,numdevices_:45,numlogicaldevices_:45,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,19,27,29,30,52,54],numsampl:40,numtagtyp:8,numtimeout:20,nvcc:31,nvidia:[30,31,40,43],obj:[3,29,53,54,56,58],object:[3,5,7,9,10,11,13,15,16,25,40,52,53,54,56,59],observ:[11,29,38,40,61],obtain:[56,59,60],occup:[57,58],occur:[13,15,37],oct:47,odd:9,off:[26,31],offer:[5,59],offici:[31,46,53],offlin:[17,19],offset:[9,58],often:[41,56,61],ograd:38,old:[21,31,37,43],omit:56,on_init:3,on_travisexclud:30,onc:[3,9,17,20,31,37,38,46,56],one:[3,6,8,9,10,11,12,13,16,17,20,21,22,27,29,31,37,38,41,43,45,46,47,51,52,53,54,56,58,59,60,61],one_host_dens:58,one_hot_dens:58,onli:[2,3,5,8,9,10,12,13,15,16,20,21,22,24,29,30,36,37,38,40,42,43,45,46,47,51,54,56,57,60,61],onlin:[11,17,19,27],onto:46,open:[0,3,9,16,19,27,29,31,46,54,56,58,59],openbla:30,openblas_path:30,openblas_root:30,oper:[9,10,11,31,36,38,40,43,46,51,53,58],opinion:60,opt:[16,30],optim:[3,7,14,15,29,38,40,60],option:[3,8,9,16,29,37,38,41,45],order:[3,9,10,13,15,27,38,43,46,47,52,54,56,60,61],ordinari:60,oregon:46,org:[9,10,13,19,23,30,31,52],organ:[9,53,60,61],origin:[0,2,3,9,13,37,52,59,61],other:[3,8,9,10,13,17,21,24,30,31,33,36,37,45,46,47,51,52,53,54,56,57,58,59,60,61],otherchunktyp:8,otherwis:[2,9,13,16,17,21,27,36,41,45,58,61],our:[16,31,36,38,46,47,51,53,56,59,60,61],out:[9,15,16,20,29,36,40,43,46,47,53,60],out_dir:46,out_left:9,out_mem:36,out_right:9,out_size_i:9,out_size_x:9,outlin:44,outout_lay:15,outout_layer1:15,outout_layer2:15,outperform:59,output:[5,6,7,8,9,10,12,13,15,16,19,24,27,29,36,38,40,43,45,47,51,52,53,54,56,58,59,60,61],output_:[9,38],output_dir:54,output_fil:59,output_id:9,output_lay:[15,54],output_max_index:12,output_mem:[9,36],output_path:19,outputh:9,outputw:9,outsid:[3,9,10],outter_kwarg:3,outv:38,over:[2,9,10,16,37,38,40,56,59,60],overcom:60,overhead:40,overlap:38,overrid:[17,24,38],overview:[20,21],overwrit:24,owe:0,own:[21,31,37,41,46],pacakg:33,pack:31,packag:[3,13,20,22,31,32,46],pad:[36,56],pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,19,22,24,25,26,29,30,31,32,33,37,38,39,40,41,43,45,46,52,53,56,58,59,60,61],paddle_begin_init_param:21,paddle_element_typ:21,paddle_element_type_float32:21,paddle_element_type_float64:21,paddle_element_type_int32:21,paddle_element_type_int64:21,paddle_element_type_uint32:21,paddle_element_type_uint64:21,paddle_error:[25,26],paddle_exampl:22,paddle_finish_init_param:21,paddle_get_param:21,paddle_gradi:21,paddle_init_param:21,paddle_job:22,paddle_matrix:[25,26],paddle_matrix_cr:26,paddle_matrix_get_shap:25,paddle_matrix_shap:25,paddle_n:41,paddle_new_pserver_cli:21,paddle_on_cloud:22,paddle_output:47,paddle_paramet:21,paddle_port:41,paddle_ports_num:41,paddle_ports_num_for_spars:41,paddle_pserver2:41,paddle_pserver_cli:21,paddle_pserver_client_releas:21,paddle_root:51,paddle_save_model:21,paddle_send_grad:21,paddle_source_root:51,paddle_train:[26,28,41],paddledev:[46,47],paddlepaddl:[0,2,3,5,9,10,13,17,19,21,22,23,24,27,29,30,33,36,37,38,39,40,41,48,49,54,56,58,59,60],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[37,46,58],pai:31,pair:[8,59],palceholder_just_ignore_the_embed:51,palmer:59,paper:[9,51,52,54,59,60,61],paraconvert:51,paragraph:60,parallel:[40,43,45,46,47,61],parallel_nn:[7,42,43],param:[7,9,21,58],param_attr:[9,10,29,36],param_config_proto:21,paramattr:[7,9,29,36],paramet:[2,3,5,8,9,10,11,12,13,14,18,24,27,29,38,39,45,52,53,56,58,59,60,61],parameter_attribut:9,parameter_block_s:[42,43],parameter_block_size_for_spars:[42,43],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:38,parameters_:38,parameterset:16,parametris:11,paramt:[46,51],paramutil:58,paraphras:61,paraphrase_data:51,paraphrase_model:51,paraspars:38,parent:38,pars:[5,13,45,46,52,58,59],parse_config:[5,52],parser:58,part:[3,29,36,37,38,40,52,56,58,59,60,61],parti:[40,58],partial:[9,52],participl:51,particular:40,partit:[17,19,46],pass:[3,9,13,15,17,27,29,37,38,40,41,43,46,47,52,53,56,58,59,60,61],pass_id:15,pass_idx:27,pass_test:52,passtyp:38,password:41,past:[16,31,46],patch:23,path:[2,3,8,13,15,17,20,21,22,27,29,30,36,41,43,45,46,47,51,53,54,56,59,60,61],pattern:[13,17,25,29,46,58,60],paul:59,paus:17,pave:61,pdf:[9,10],pem:[16,19,46],pend:[17,20],penn:59,per:[9,13,17,21,27,43,53,56],perfom:[43,45],perform:[2,9,10,21,29,36,37,38,39,41,42,52,53,56,60,61],period:[2,17,43,56,58,59,60,61],perl:[60,61],permiss:46,peroid:9,persist:46,persistentvolum:46,persistentvolumeclaim:46,person:16,perspect:40,perturb:38,pfs:[19,24],pfsclient:19,pfspath:24,pgp:46,phase:29,photo:53,pick:[3,46],pickl:58,pictur:56,piec:[9,10,29],pillow:[22,53],pip:[30,37,41,53,58],pipe:57,pipelin:59,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,17,38,40,41,54,61],placehold:[29,51],plai:[59,60],plain:[2,8,9,15,22,26],plan:[17,38],platform:[0,29,46],pleas:[3,5,7,9,10,11,16,17,20,21,27,30,31,32,36,37,38,46,51,53,56,58,59],plot:[16,53],plotcurv:53,png:[53,54],pnpair_evalu:8,pnpairvalidationlay:43,pnpairvalidationpredict_fil:42,pod:[19,22,46,47],pod_nam:46,point:[17,22,29,40],polar:[13,60],polici:46,polit:60,poll:60,poo:53,pool3:38,pool:[3,10,14,53,56,58],pool_attr:10,pool_bias_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:56,pooling_typ:[9,56],poolingtyp:12,popular:[29,54],port:[31,41,42,43,46,47],port_num:42,ports_num:43,ports_num_for_spars:[42,43,45],pos:[58,60],pose:17,posit:[3,8,9,13,56,59,60,61],positive_label:8,possibl:[16,20,37,40,52],post1:30,post:[22,23],potenti:40,power:[56,61],practic:[9,29,36,38],pre:[3,9,10,13,16,31,46,47,51,53,59,60,61],pre_dictandmodel:51,precis:[8,30],precision_recall_evalu:8,pred:[56,59],predefin:60,predetermin:[9,43,61],predic:[13,59],predicate_dict:59,predicate_dict_fil:59,predicate_slot:59,predict:[3,4,8,9,11,15,29,36,41,43,51,56,61],predict_fil:43,predict_output_dir:[42,43,56],predict_sampl:5,predicted_label_id:56,prediction1:15,prediction2:15,predictor:58,predin:53,prefer:60,prefetch:38,prefix:[17,19,46],pregrad:38,preinstal:30,premodel:51,prepar:[5,22,48,56],preprcess:60,preprocess:[13,36,41,47,60],prerequisit:30,present:[16,54,59,61],preserv:24,pretti:29,prev_batch_st:[42,43],prevent:[2,11,16,17,20],previou:[9,10,17,24,38,43,46,59,61],previous:[9,47,54],price:[13,29],primarili:60,principl:16,print:[7,15,16,29,36,43,51,56,58,59,60,61],printallstatu:40,printer:8,printstatu:40,prite:8,privat:26,privileg:46,prob:[8,15,52],probabilist:[9,51],probability_of_label_0:56,probability_of_label_1:56,probabl:[8,9,15,36,37,54,56,59],problem:[5,9,11,16,56,59,60],proc:31,proc_from_raw_data:56,proce:[13,17,27,46],procedur:[51,59,61],proceed:[9,59],process:[2,3,5,7,9,10,16,19,20,29,31,36,41,43,45,46,47,51,53,54,56,58,59,60,61],process_pr:56,processdata:[53,54],processor:40,prod:31,produc:[10,13,17,27,31,54,56],product:[0,22,31,38,46,56,60],productgraph:47,profil:[24,30],proflier:40,program:[2,13,16,19,21,27,31,40,41,43],programm:57,progress:[17,20,43],proivid:3,proj:9,project:[9,10,22,26,30,36,38,58],promis:[9,10],prompt:[24,37],prone:16,prop:59,propag:[11,43,45],properli:56,properti:[3,43],propos:61,proposit:59,protect:38,proto:12,protobuf:[22,30],protocol:[21,43],prove:56,proven:61,provid:[0,9,13,16,21,22,29,31,36,40,41,46,51,52,53,54,57,60],providermemory_threshold_on_load_data:42,provis:46,provod:3,prune:9,ps_desir:17,pserver:[22,41,42,43,46],pserver_config_proto:21,pserver_cpu:22,pserver_id:18,pserver_mem:22,pserver_num_thread:[42,43],pserverstart_pserv:42,pseudo:[16,22],psize:38,ptr:26,pull:[28,31,51,61],punctuat:60,purchas:56,purpos:[0,17,40],push_back:38,put:[17,31,38,41,47,56],pvc:46,pwd:31,py_paddl:[5,13,52],pydataprovid:[2,3,56],pydataprovider2:[4,5,29,36,56,58,60],pyramid:9,pyramid_height:9,python:[2,3,4,15,16,25,28,29,30,37,41,51,52,53,59,60,61],pythonpath:53,pzo:60,qualifi:30,qualiti:56,queri:[9,46,61],question:[9,16,46,59],quick:[43,47,55,61],quick_start:[22,46,47,48,56],quick_start_data:47,quickli:29,quickstart:47,quit:40,quot:57,rac:9,rais:13,ramnath:60,ran:40,rand:[40,43,45,52,59],random:[3,7,9,13,19,27,29,43,52,53,59],random_imag:19,randomli:60,randomnumberse:42,rang:[3,9,13,19,27,43,45,53,57,59],rank:[9,16,46,54,56],rare:3,rate:[7,8,11,13,21,38,41,53,56,58,60,61],rather:[5,22,46,60],ratio:43,raw:[9,29,56,60],raw_meta:58,rdma:[30,43],rdma_tcp:[42,43],reach:[17,40,59],read:[2,3,13,15,16,17,19,27,29,36,41,46,54,56,58],read_from_realistic_imag:16,read_from_rng:16,read_lock:18,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,19,61],reader_cr:19,reader_creator_bool:27,reader_creator_random_imag:[13,27],reader_creator_random_image_and_label:[13,27],readi:[17,29,46,47,53],readm:[26,57,58,60],readonesamplefromfil:3,readwritemani:46,real:[3,27,29,52],realist:16,reason:[10,16,17,31,47],rebas:37,recal:8,receiv:[17,22],recent:61,reciev:43,recogn:53,recognit:[3,9,54,60],recommand:3,recommend:[2,10,16,31,36,38,41,43,58],recommonmark:30,recompil:40,record:[20,46,58,59],recordio:[16,19,20],recov:[17,29,52],recoveri:20,rectangular:9,recurr:[59,60],recurrent_group:[10,36],recurrentgradientmachin:26,recurrentgroup:8,recurrentlay:43,recurs:24,recv:46,reduc:[11,41,43,45],refer:[2,5,7,9,10,11,17,20,21,36,38,41,47,51,53,56,58,61],referenc:[9,20],reflect:20,regard:59,regardless:61,regex:58,region:[40,59],regist:[38,40],register_gpu_profil:40,register_lay:38,register_timer_info:40,registri:[22,31,47],regress:55,regular:[7,38,46,53,56,60],rel:[2,10,41],relat:[3,17,22,31,33,47,58,60],relationship:[13,29,52],releas:[28,30,31,33,46,57,59],relev:[59,61],reli:30,reliabl:17,relu:[9,38],remain:56,rememb:9,remot:[7,37,38,41,43,45,46],remoteparameterupdat:43,remov:[13,24,41,43,60],renam:[24,61],reorgan:9,replac:[20,31,60],replicaset:22,repo:37,report:[20,40,41],reportdataset:20,repositori:37,repres:[3,5,9,13,20,36,38,46,53,56,57],represent:[21,56,60],reproduc:61,request:[17,28,46,47,51,61],requir:[2,8,9,16,17,21,22,24,38,41,46,47,52,53,56,58],requrest:37,res5_3_branch2c_bn:54,res5_3_branch2c_conv:54,res:59,research:[9,13,53,57,60],resembl:60,reserv:[3,24],reserveoutput:38,reset:[9,17],reshap:27,reshape_s:9,residu:54,resnet:55,resnet_101:54,resnet_152:54,resnet_50:54,resolv:[37,47],resourc:[31,46],respect:[3,29,36,38,43,53,54,59,61],respons:[9,46,47],rest:[3,9,22,23,29],restart:[17,21,46,47],restartpolici:[46,47],restrict:43,resu:27,result:[5,6,8,9,15,20,36,40,43,46,53,54,56,58,59,60],result_fil:[8,36],ret_val:58,retir:57,retran:46,retriev:[38,47],return_seq:10,reuqest:28,reus:[27,38],reveal:16,revers:[9,10,36,59,60],review:[13,37,47,56,60],reviews_electronics_5:47,revis:56,rewrit:61,rgb:9,rgen:60,rho:11,rich:29,right:[3,9,22,54],rkt:22,rmsprop:56,rmspropoptim:58,rnn:[9,10,39,42,56,60],rnn_bias_attr:36,rnn_layer_attr:36,rnn_out:36,rnn_step:9,rnn_use_batch:[42,43],rnnlm:13,robot:53,role:[13,16,20,21,36,46,55,60],roman:60,romanc:57,root:[11,12,41,46,47],root_dir:41,rot:9,roughli:[3,52],routin:58,routledg:60,row:[5,8,9,13,38,54],row_id:9,rpc:20,rpcserver:20,rsize:46,rtype:[9,58],rule:[38,46],run:[16,17,22,31,37,38,39,40,43,46,48,49,51,53,54,56,58,60,61],runinitfunct:40,running_on_cloud:22,runtim:[2,3,30,31,41],s_fusion:58,s_id:58,s_param:52,s_recurrent_group:36,sacrif:2,safe:22,sai:[29,43,45],sake:38,sale:57,same:[3,5,8,9,10,16,20,21,36,41,45,46,51,56,58,59,60,61],samping_id:9,sampl:[3,5,8,13,41,43,45,51,52,54,56,58,59,60,61],sample_dim:52,sample_id:8,sample_num:8,santiago:60,satisfi:[41,46,56],save:[3,9,13,17,19,20,21,22,29,43,45,46,47,53,54,56,58,59,60,61],save_dir:[29,43,45,47,52,53,56,58,59,60,61],save_only_on:[42,43],saving_period:[42,43],saving_period_by_batch:[42,43,45,56],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,54,57,58],scalingproject:9,scan:20,scatter:9,scenario:[29,42],scene:42,schdule:46,schedul:[20,22,46,52],scheduler_factor:7,schema:51,scheme:[8,59],schmidhub:60,schwenk:61,sci:57,scienc:60,scientist:[0,57],score:[8,9,58,60,61],screen:58,scrip:56,script:[5,13,41,46,53,54,56,59,60,61],seaplane_s_000978:53,search:[9,17,30,36,43,59,61],seat:61,second:[3,9,13,16,24,27,29,31,37,41,51,54,56,57,58,60],secret:46,section:[3,36,38,41,46,56],sed:60,see:[3,5,9,10,16,17,29,31,37,40,46,51,52,54,56,58,60,61],seed:[40,43],segment:8,segmentor:51,sel_fc:9,select:[9,37,46,57,61],selectiv:9,selector:47,self:[29,38,57,60],selfnorm:9,semant:[13,16,28,36,55,60],semat:16,sen_len:59,send:[17,21,43,46],sent:[16,21,47],sent_id:36,sentenc:[3,9,13,36,56,59,60,61],sentiment:[3,29,55,56,59],sentiment_data:60,sentiment_net:60,sentimental_provid:3,separ:[3,8,43,51,56,57,58,59,61],seq:[9,13,58],seq_pool:9,seq_text_print:8,seq_to_seq_data:[51,61],seq_typ:[3,13,58],seqtext_printer_evalu:[8,36],seqtoseq:[9,36,51,61],seqtoseq_net:[9,36,51,61],sequel:3,sequenc:[3,6,8,9,10,12,13,38,51,56,58,59,60,61],sequence_conv_pool:56,sequence_layer_group:9,sequence_nest_layer_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9],sequenti:[9,36,56,59],seri:[10,60],serial:[3,15,20,21],serv:[31,40,46,52],server:[16,31,38,41,42],serverless:17,servic:[31,57],session:[31,40],set:[2,3,5,7,8,9,10,13,15,16,17,22,29,30,31,33,36,38,39,40,41,42,43,45,46,47,51,53,54,56,57,58,59,60,61],set_active_typ:38,set_default_parameter_nam:7,set_drop_r:38,set_input:9,set_siz:38,set_typ:38,setp:46,settup:38,setup:[3,31,38,56],sever:[3,9,41,45,46,55,56,58,59,60,61],sgd:[11,15,16,17,22,41,52,60,61],sgdasync_count:42,shallow:59,shape:[9,15,54],shard:[17,18,19,20,21,46],share:[9,26,30,31,40,43,47,59],shared_bia:10,shared_bias:9,shared_ptr:[25,26],shell:[46,54],shift:54,ship:53,shold:60,shop:60,shorten:9,shorter:54,should:[3,5,8,9,13,15,16,21,22,27,29,33,36,37,41,46,53,56,58,59,60,61],should_be_fals:16,should_be_tru:16,should_shuffl:[3,59],shouldn:37,show:[5,11,13,17,24,29,37,43,46,47,51,54,56,58,59,60,61],show_check_sparse_distribution_log:[42,43],show_layer_stat:[42,43],show_parameter_stats_period:[42,43,45,47,56,59,60,61],shown:[3,8,9,16,36,38,40,46,52,53,54,56,58,60,61],shrink:38,shuf:58,shuffl:[3,13,58,60],sid:46,side:[9,15,54],sig:46,sigint:41,sigmoid:[9,10,38],sign:[23,46],signal:41,signatur:46,signific:40,similar:[9,27,46,56,58],similarli:[9,59],simpl:[2,3,6,8,9,10,13,15,30,31,37,40,43,56,58,59,60],simple_attent:36,simple_gru:56,simple_lstm:[9,56],simple_rnn:[9,36],simplest:46,simpli:[2,9,16,21,30,31,36,37,40,51,54,58,60,61],simplifi:[16,38,47],simultan:46,sinc:[9,17,20,27,29,31,40,46,52,56,57,61],sincer:[37,60],singl:[3,8,10,13,17,31,38,41,47,54,56,59,61],sinlg:15,site:46,six:[51,59,61],size:[3,8,9,10,11,13,17,19,27,29,36,38,41,43,52,53,54,56,57,58,59,60,61],size_a:9,size_b:9,size_t:38,sizeof:51,skill:61,skip:[27,29,41,46,54],slide:[9,11,13,17],slightli:53,slope:9,slot:[58,59],slot_dim:58,slot_nam:58,slottyp:58,slow:[3,40],small:[3,13,38,41,43,53,61],small_messag:[42,43],small_vgg:53,smaller:[9,17],smith:60,smooth:9,snap:47,snapshot:[18,46],snippet:[36,38,40,46,56],social:60,sock:22,sock_recv_buf_s:[42,43],sock_send_buf_s:[42,43],socket:43,softmax:[9,10,16,36,38,51,56,59,60],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[36,56],softwar:[31,40],solv:[16,59],solver:61,some:[3,7,9,13,15,16,20,21,22,29,30,37,38,40,42,43,45,46,52,56,57,58,59,60,61],some_c_api_funct:26,some_inst:26,some_python_class:25,somecppclass:25,somedata:15,somegotyp:25,someth:[3,9],sometim:[11,27,40,60],somewhat:21,soon:17,sophist:[29,38,41],sort:[9,13,43,46,58,60,61],sourc:[0,9,13,24,26,27,29,31,36,37,46,47,51,56,58,61],source_dict_dim:36,source_language_word:36,space:[8,31,36,40],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,38,41,43,46,56],sparse_binary_vector:[3,13,56],sparse_binary_vector_sequ:13,sparse_float_vector:3,sparse_non_value_slot:13,sparse_upd:7,sparse_value_slot:13,sparse_vector:13,sparse_vector_sequ:13,sparseparam:38,sparseprefetchrowcpumatrix:38,spatial:[9,53],speak:[36,61],spec:[46,47],specfii:43,speci:53,special:[9,21,30,51,56,61],specif:[2,24,45,53,56,58],specifi:[2,3,8,9,13,16,20,21,22,24,29,30,36,38,43,46,52,53,54,56,57,58,60,61],speech:9,speed:[10,31],spefici:54,sphinx:[25,30,31],sphinx_rtd_them:30,split:[3,9,41,45,46,51,54,56,59],split_count:46,sql:2,squar:[9,11,12,29],squarerootnpool:9,squash:61,srand:43,src:61,src_backward:36,src_dict:36,src_embed:36,src_forward:36,src_id:36,src_root:5,src_word_id:36,srl:[13,59],ssd:9,ssh:[31,41,46,47],sshd:31,ssl:30,sstabl:16,stabl:[28,46],stack:[29,46,56,59],stacked_lstm_net:60,stacked_num:60,stackexchang:9,stage:41,stake:61,stale:[17,37],stamp:40,standard:[7,51,53,59,60,61],stanford:[13,47],star:57,start:[9,15,17,20,21,22,29,31,36,37,40,41,43,50,51,55,58,61],start_pass:[42,43],start_pserv:43,startup:[17,22,46],stat:[30,40,43,59,60,61],state:[9,10,17,29,36,43,47,52,59,61],state_act:[9,10],statement:[38,46],staticinput:[9,36],statist:[9,43,56,59,60,61],statset:40,statu:[22,37,40,46,47],status:47,std:[25,26,38,43],stderr:41,stdout:41,step:[5,9,10,12,17,21,31,36,38,40,41,46,47,56,58,59,60,61],still:[20,54],stmt1482205552000:46,stmt1482205746000:46,stochast:[11,17,20],stock:60,stop:[9,31,41,43,47,58],storag:[23,46,47,53],store:[8,9,13,38,41,43,46,47,51,53,54,56,58,59,60,61],str:[15,22,45],straight:37,strategi:[3,12,17,43,59],street:[9,59],strength:52,strict:27,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,20,24,38,43,46,60],strip:[56,58,59],struct:[20,21,23,26],structur:[13,20,41,46,51,53,56,58,59,60,61],sts:46,stub:9,student:57,stuff:37,stun:3,style:[3,9,30,37],sub:[8,9,13,16,36,38,53,56,61],sub_sequ:[3,9],subcommand:24,subgradi:11,submit:[37,42,43,46],subnet0:46,subnet:[16,46],subobjectpath:47,subsequenceinput:9,subset:[38,61],substanti:54,substitut:61,succe:60,succeed:[20,47],success:[21,46,47,54,59],successfulcr:47,successfuli:60,successfulli:[54,58,60],successor:[43,61],sucessfulli:61,sudo:[30,33,46,53],suffic:[27,29],suffici:43,suffix:[22,61],suggest:[9,40],suitabl:[37,43,53],sum:[9,11,18,36,38],sum_:9,sum_evalu:8,summar:[56,60],sumpool:9,support:[7,8,9,12,13,17,22,27,30,31,33,36,38,40,43,46,59],suppos:[29,38,56],suppress:24,sure:[37,38,46,53,60],survei:60,swagger:23,swap_channel:54,swig:[5,25,26,30],swig_paddl:[5,13,52],symbol:[9,26],sync:[17,37,43,52],syncflag:38,synchron:[11,17,20,41,43,46],syntact:59,syntax:[27,58],synthect:29,synthes:52,synthet:29,sys:54,system:[17,21,23,30,31,41,47,56,59,60,61],t2b:51,t_i:9,tab:[31,56],tabl:[3,9,54,56,61],tableproject:9,tag:[8,13,31,36],tagtyp:8,take:[3,5,8,9,10,16,36,38,40,46,47,52,59,61],taken:[3,59],tanh:[9,10,38],tanhactiv:36,taobao:60,tar:[30,46],tarbal:46,target:[9,13,15,36,51,56,61],target_dict_dim:36,target_dictionary_dim:9,target_language_embed:9,target_language_word:36,targetinlink:9,task:[3,8,9,29,36,45,51,54,59,60,61],task_queu:20,taskentri:20,taskqueu:20,tconf:60,tcp:[43,46],teach:56,tear:40,technic:17,technician:57,techniqu:[36,38],tee:[47,53,58,59,60,61],tell:[17,20,21,31,40,58],tellig:60,templat:[47,59],tempor:[9,56,59],temporari:22,term:[9,10,17,59,60],termin:47,terminolog:29,tese:2,tesh:59,test100:13,test10:13,test1:19,test:[2,3,9,13,15,16,26,27,28,30,31,33,37,40,41,42,51,53,54,56,57,61],test_all_data_in_one_period:[47,53,58,59,60],test_data:61,test_fcgrad:38,test_gpuprofil:40,test_layergrad:38,test_list:[3,29,53,56],test_part_000:60,test_pass:[42,43,45,61],test_period:[42,43,45],test_ratio:58,test_wait:[42,43],testa:16,testb:16,testbilinearfwdbwd:40,testconfig:38,tester:[58,61],testfcgrad:38,testfclay:38,testlayergrad:38,testmodel_list:42,testq:16,testresult:15,testsave_dir:42,testutil:38,text1:24,text:[2,3,8,10,13,16,31,36,46,51,55,56,58,60],text_conv:56,text_conv_pool:58,text_fil:[13,60],tflop:40,tgz:[13,30],than:[3,5,7,8,9,10,17,22,30,31,36,38,41,46,54,59,60,61],thank:[0,51,61],thei:[3,16,17,21,24,29,31,36,38,40,41,42,46,54,60],them:[2,3,10,16,17,22,27,29,31,36,40,42,43,46,53,54,56,58,60,61],theori:40,therefor:30,therein:9,therun:54,thi:[2,3,7,8,9,10,11,13,15,16,17,20,21,22,27,29,30,31,33,36,37,38,40,41,43,45,46,47,51,52,53,54,56,57,58,59,60,61],thing:[3,29,36,37,40,58,59],think:16,third:[9,17,40,54,60],those:[17,54,59],thought:40,thread:[38,40,43,45,58,59,60,61],thread_local_rand_use_global_se:[42,43],threadid:45,threadloc:40,three:[3,8,9,17,27,29,36,43,52,54,60,61],threshold:[7,8,17,20,43,60],thriller:57,through:[5,9,17,20,36,38,40,41,51,52,53,60,61],throughout:56,throughput:40,thu:[3,9,29,38,46,61],tier:47,tight:30,time:[3,9,10,12,13,16,17,20,27,29,36,40,43,45,47,56,57,59,60,61],timelin:[9,40],timeo:46,timeout:[17,20],timer:30,timestamp:[9,18,57],timestep:[3,9],titil:58,titl:[13,37,57,58],tls:23,tmall:60,todo:[8,10,13,17,20],toend:9,togeth:[3,9,10,13,15,36],token:[8,9,16,36,51,60,61],too:[13,31,33],tool:[31,36,37,46,60],toolchain:30,toolkit:[30,33],top:[8,54,59],top_k:8,topolog:[13,16,17],topolopi:15,toronto:[13,53],total:[8,15,17,27,40,41,47,51,61],total_pass:27,touch:60,tourism:60,tourist:61,toward:29,tra:61,track:[17,20],tractabl:9,tradesman:57,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,9,11,13,19,20,21,36,38,39,40,42,48,49,54],train_conf:[51,61],train_config_dir:46,train_data:61,train_id:46,train_list:[3,29,53,54,56],train_part_000:60,trainabl:9,traindot_period:42,trainer:[3,5,16,18,19,20,29,38,41,43,45,52,56,59,60,61],trainer_config:[2,3,29,41,46,47,56,58,60],trainer_config_help:[3,29,38,53,56,58],trainer_count:[42,43,45,46,47,58,59,60,61],trainer_cpu:22,trainer_cr:22,trainer_gpu:22,trainer_id:[43,46],trainer_mem:22,trainer_packag:22,trainerintern:[56,58,61],training_machin:52,trainingtest_period:42,trainonedatabatch:52,tran:[38,43],trane:3,transact:[17,20,60],transfer:[2,3],transform:[9,36,38,52,53,56,59],transform_param_attr:10,translat:[9,10,29,51,58,60,61],transpar:41,transport:43,transpos:[9,38,52],transposedfullmatrixproject:9,travel:3,travi:[30,37],treat:[9,21,36],treatment:21,tree:[9,37,43,61],trg:61,trg_dict:36,trg_dict_path:36,trg_embed:36,trg_id:36,trg_ids_next:36,triain:2,tricki:25,trivial:3,trn:56,truck:53,true_imag:27,true_label:27,true_read:27,truth:[8,9,56,61],tst:56,tune:[7,39,56,58,61],tuninglog_barrier_abstract:42,tupl:[3,9,13,15,27],ture:9,turn:[9,27,52],tutori:[31,36,37,38,40,41,46,47,48,49,54,56],tweet:60,twelv:61,twitter:60,two:[2,3,9,10,16,21,22,24,27,29,31,36,40,41,45,46,51,52,53,54,56,58,59,60,61],txt:[3,22,24,38,41,46,56,58,60],type:[3,8,9,10,12,13,15,16,17,20,22,23,24,25,26,27,29,31,36,38,43,45,46,47,53,54,56,58,59],type_nam:58,typedef:[21,25,26],typic:[5,8,31,40,60],ubuntu:[28,33],ubyt:27,uci:13,ufldl:9,uid:47,uint32:23,uint64:25,uint64_t:25,unawar:21,unbalanc:43,unbound:36,unconstrain:60,under:[20,29,30,31,46,57,60],underli:29,understand:[31,40,51,53,60],understudi:61,undeterminist:40,unemploi:57,unexist:59,uniform:[7,9,13,19,27,43,52],uniqu:[16,17,22,37,43,46],unique_ptr:38,unit:[9,10,29,30,31,36,37,59],unittest:26,unittestcheckgrad_ep:42,univ:61,unix:41,unk:[51,61],unk_idx:[56,59],unknown:9,unlabel:60,unlik:[59,60,61],unseg:9,unsup:60,unsupbow:60,until:[17,21,41,46,59],unus:58,unzip:58,updat:[7,9,17,20,21,23,30,38,41,43,45,60],update_equ:15,updatecallback:38,updatestack:46,upload:[17,22,23],upon:[0,59],upstream:37,uri:46,url:[13,33,60],urls_neg:60,urls_po:60,urls_unsup:60,usag:[2,3,8,9,10,13,15,29,40,51,52,58],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,29,30,31,32,33,36,37,38,40,41,43,45,46,47,51,52,53,54,56,57,58,59,60,61],use_global_stat:9,use_gpu:[42,43,45,47,52,53,54,56,58,59,60,61],use_jpeg:53,use_old_updat:[42,43],use_seq:[29,58],use_seq_or_not:58,used:[2,3,5,8,9,10,11,12,13,15,16,17,27,29,32,33,36,38,40,41,42,43,45,46,51,53,54,56,58,59,60,61],useful:[2,3,9,10,36,38,45,56,59,60],usegpu:[38,52],useless:41,user:[2,3,7,9,10,13,15,16,19,20,22,24,27,29,31,37,41,42,43,46,54,56,59],user_featur:58,user_head:58,user_id:58,user_info:13,user_meta:58,user_nam:[19,58],usercert:19,userid:57,userinfo:13,userkei:19,usernam:[19,37],uses:[3,17,36,37,38,43,46,53,54,56,58,61],using:[2,3,5,7,9,10,13,16,17,20,21,22,24,27,29,31,36,37,38,40,43,45,46,47,51,52,53,54,56,59,60],usr:[30,41,43,46],usrdict:51,usrmodel:51,usual:[9,13,15,22,29,30,40,43,45,46,60],utf:51,util:[5,30,36,38,40,53,58,60],uuid:18,v28:9,valid:[27,46,54,60],valu:[3,5,7,8,9,11,12,13,15,17,29,36,38,43,45,46,52,53,54,59,60],value1:43,value2:43,value_printer_evalu:8,value_rang:13,vanilla:36,vanish:60,vari:[40,46],variabl:[3,9,13,16,29,30,33,38,41,46,47,60],varianc:[9,54],variant:31,vast:37,vector:[3,9,10,13,16,21,36,38,51,56,58,60,61],vectorenable_parallel_vector:42,verb:[13,59],verbos:24,veri:[3,9,12,20,36,40,53,56,60],verifi:[37,38],versa:30,version:[9,10,22,24,28,30,31,33,38,40,41,42,43,46,47,51,53,57,59,60,61],versu:16,vertic:[9,54],vgg:[10,53],vgg_16_cifar:53,via:[17,27,30,40,41,46,56],vice:30,view:9,vim:37,virtual:31,virtualenv:58,visibl:31,vision:53,visipedia:53,visual:[9,31,40],viterbi:59,voc_dim:56,vocab:60,volum:[31,47],volumemount:[46,47],volumn:46,voluntarili:57,vutbr:13,wai:[3,9,10,16,21,29,31,36,38,41,45,58,59,61],wait:[11,17,21,43],walk:[5,52],wall:59,want:[3,9,10,16,22,27,29,30,31,38,43,45,51,54,56,58,59,60],war:57,warn:[9,24],warp:[9,40],watch:17,wbia:[46,54],web:31,websit:[53,56,59,60],wei:[59,60],weight:[8,9,10,11,36,38,43,45,53,54],weight_act:10,weightlist:38,weights_:38,weights_t:38,welcom:[58,60],well:[22,31,38,43,46,53,56],west:46,western:57,wether:9,what:[7,9,10,11,29,41,56,58],wheel:30,when:[2,3,7,8,9,13,15,17,20,21,22,24,33,36,37,38,40,43,45,46,47,51,52,53,59,60,61],whenev:58,where:[3,9,10,11,16,17,29,36,38,40,41,43,45,51,54,59,61],wherea:20,whether:[8,9,10,27,38,43,52,53,58,60,61],which:[0,2,3,5,8,9,10,11,13,16,17,19,20,21,22,27,29,33,36,38,40,41,43,45,46,52,53,54,56,57,58,59,60,61],whichev:52,whl:30,who:[51,54,57],whoever:21,whole:[3,8,13,25,26,46,47,56,57,58,61],whole_cont:58,whose:[3,9,13,17,36,58,59],why:[10,26],wide:59,width:[8,9,13,25,27,38,53,61],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,31,60],wise:9,with_avx:31,with_avxcompil:30,with_coveragecompil:30,with_doccompil:30,with_doubl:38,with_doublecompil:30,with_dsocompil:30,with_gpu:31,with_gpucompil:30,with_profil:40,with_profilercompil:30,with_pythoncompil:30,with_rdmacompil:30,with_style_checkcompil:30,with_swig_pycompil:30,with_test:31,with_testingcompil:30,with_tim:40,with_timercompil:30,within:[9,20,29],without:[8,9,17,21,27,41,60],wmt14:61,wmt14_data:61,wmt14_model:61,wmt:61,wmt_shrinked_data:13,woboq:31,won:[40,54],wonder:3,word2vec:22,word:[3,8,9,13,36,45,55,58,59,60,61],word_dict:[56,59],word_dim:56,word_id:3,word_idx:13,word_slot:59,word_vector:56,word_vector_dim:[9,36,51],words_freq_sort:13,work:[3,5,13,16,17,27,30,36,37,38,40,41,43,46,47,56,58],worker:46,workercount:46,workflow:[31,37,46],workspac:[31,43,58],worri:29,wors:52,would:[15,17,27,31,41,46,52,56,59],wrap:59,wrapper:[10,40],writ:58,write:[3,13,16,17,27,31,36,37,39,41,46,53,58,59,61],write_lock:18,writelin:29,writer:[16,57],written:[58,60],wrong:[3,27],wsize:46,wsj:59,www:[9,13,53,61],x64:30,xarg:38,xgbe0:43,xgbe1:43,xiaojun:60,xrang:[27,29,38],xxbow:60,xxx:[16,54,61],xxxx:18,xxxxxxxxx:46,xxxxxxxxxx:46,xxxxxxxxxxxxx:46,xxxxxxxxxxxxxxxxxxx:46,xzf:30,y_i:9,y_predict:29,yaml:[46,58],yancey1989:22,yann:13,year:57,yeild:[15,53],yield:[3,13,16,19,27,29,36,56,58,59,60],you:[2,3,5,7,9,10,22,29,30,31,33,36,37,38,40,41,43,45,46,51,52,53,54,56,58,59,60,61],your:[3,9,16,22,24,30,31,38,40,41,45,46,56,60],your_access_key_id:46,your_secrete_access_kei:46,your_source_root:26,yum:30,yuyang18:[10,13],zachari:60,zeng:60,zero:[3,7,9,11,13,17,38,43,46,56],zhidao:51,zhou:[59,60],zip:[13,57],zone:46,zxvf:46},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":19,"\u4e0d\u4f7f\u7528":25,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":25,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":25,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":25,"\u4ec5\u4ec5\u4f7f\u7528void":25,"\u4ece\u5feb\u7167\u6062\u590d":18,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":25,"\u4f7f\u7528\u8f6c\u6362\u5e93":19,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":26,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":26,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":23,"\u5206\u652f\u89c4\u8303":28,"\u52a0\u901f\u6267\u884c":18,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\u52a8\u6001\u6269\u5bb9":18,"\u539f\u56e0":25,"\u539f\u56e0\u5217\u8868":25,"\u53c2\u8003\u6587\u6863":23,"\u540d\u8bcd\u89e3\u91ca":23,"\u57fa\u672c\u8981\u6c42":25,"\u5b9e\u73b0":25,"\u5b9e\u73b0\u65b9\u5f0f":26,"\u5bfc\u51fac":25,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":18,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":25,"\u63a8\u6d4b\u6267\u884c":18,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":19,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":23,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":19,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":19,"\u6587\u4ef6\u9884\u5904\u7406":19,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":26,"\u672f\u8bed":18,"\u67b6\u6784\u56fe":23,"\u6846\u67b6\u751f\u6210":23,"\u6982\u5ff5\u89e3\u91ca":19,"\u6a21\u5757":23,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":18,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":26,"\u6d41\u7a0b\u4ecb\u7ecd":19,"\u751f\u6210sparse\u6587\u4ef6":23,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":23,"\u76ee\u5f55\u7ed3\u6784":26,"\u76ee\u6807":23,"\u793a\u4f8b\u7a0b\u5e8f":19,"\u7b26\u53f7":25,"\u7c7b":25,"\u7f16\u8bd1\u9009\u9879":26,"\u7f29\u5bb9":18,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":25,"\u80cc\u666f":25,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":23,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":19,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":19,"\u8f6c\u6362\u5e93":19,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":25,"\u8fdb\u884c\u8bad\u7ec3":19,"book\u4e2d\u6240\u6709\u7ae0\u8282":28,"case":45,"class":38,"filemanager\u8bbe\u8ba1\u6587\u6863":23,"function":51,"new":38,"paddle\u52a8\u6001\u5e93\u4e2d":25,"paddle\u53d1\u884c\u89c4\u8303":28,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":28,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":25,"return":27,AWS:46,Abs:6,DNS:46,EFS:46,For:47,KMS:46,The:21,Use:[45,47],Using:[21,31,37],With:[22,31],about:0,access:46,account:46,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,add:46,address:46,addto:9,adversari:52,aggreg:9,aggregatelevel:9,algorithm:[17,56],analysi:60,api:[1,4,26,31],appendix:56,applic:4,approach:40,architectur:[36,56],argument:[24,27,42,45,56],asset:46,associ:46,async:43,attent:36,attribut:7,auc:8,avg:12,aws:46,background:29,base:22,basepool:12,batch:27,batch_norm:9,batch_siz:27,beam_search:9,between:16,bidirect:60,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:61,block_expand:9,book:31,brelu:6,bucket:46,build:[30,32,47],built:40,cach:3,capi:26,capi_priv:26,cento:30,check:[9,38,41],checkpoint:[17,18],chines:51,choos:46,chunk:8,cifar:13,classif:[8,53],classification_error:8,classification_error_print:8,client:21,clone:37,cloudform:46,cluster:[41,45,46],code:[22,37],column_sum:8,command:[44,45,56,61],commit:[37,47],common:43,commun:43,compos:27,concat:9,concept:46,config:[4,45,58,59],configur:[14,36,39,41,46,56,58],conll05:13,connect:9,contain:[31,47],content:[26,40,46],context_project:9,contribut:37,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[53,56],core:46,cos_sim:9,cost:9,cpu:[31,45],creat:[27,37,46,47],creation:20,creator:27,credenti:46,credit:0,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cudnnavg:12,cudnnmax:12,custom:27,dat:57,data:[9,13,17,27,29,36,46,47,51,52,53,56,58,59,60,61],datafeed:13,dataprovid:[3,4,43],dataset:[13,17,20,57,58,61],datatyp:13,date:37,debian:33,decayedadagrad:11,decor:27,defin:[46,56,60,61],delet:46,delv:53,demo:46,depend:30,deploi:22,deriv:38,descript:[24,43,52,57,59],design:[16,17,20,21,27],destroi:46,detail:[43,53],develop:[31,39],devic:45,dictionari:[27,51],differ:45,directori:46,dispatch:[17,20],distribut:[16,17,22,41,43,46],doc:[16,17,20,21,27],docker:[22,31,47],document:[31,50],dotmul_oper:9,dotmul_project:9,down:46,download:[30,46,47,51,54,58,61],dropout_lay:10,dylib:26,dynam:17,ec2:46,elast:46,embed:[9,51,56],entri:27,environ:22,eos:9,equat:38,evalu:[8,29,58],evalutaion:61,event:[15,16],exampl:[16,26,51,52],exercis:53,exp:6,expand:9,expandlevel:9,extern:46,extract:[51,54,58,61],fault:17,featur:[54,57,58,59],field:58,file:[46,47,56,57,58],find:46,first_seq:9,fork:37,format:[17,56],from:[16,30,32],full_matrix_project:9,fulli:9,gan:52,gate:36,gener:[36,52,61],get:[34,47],get_output:9,github:37,gpu:[31,40,43,45],gradient:[21,38],gradient_print:8,group:[9,46],gru:[10,43],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:33,hand:40,handler:[16,25],hook:37,how:[27,39,40],hsigmoid:9,huber_cost:9,iam:46,ident:6,identity_project:9,imag:[9,10,22,31,47,53],imagenet:54,imdb:[13,60],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[27,38,52],infer:[15,56],info:54,ingredi:16,ingress:23,init_hook:3,initi:[21,45,46],input_typ:3,inspect:46,instal:[30,32,33,46,56],instanc:46,integr:46,interfac:[13,17,21,27,54],interpol:9,introduct:[2,51,54,60,61],isn:27,job:[17,22,41,46,47],join:9,keep:37,kei:46,kill:41,kube:46,kubectl:46,kubernet:[22,46,47],label:59,lambda_cost:9,last_seq:9,lastest:37,launch:41,layer:[9,16,38,45],libpaddle_capi_shar:26,libpaddle_capi_whol:26,librari:21,line:[44,56],linear:[6,29],linear_comb:9,list:[18,27],local:[45,46],log:[6,56],logic:20,logist:56,lstm:[10,43,59,60],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:27,master:[17,20,22],math:9,matrix:43,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:58,mini:27,minibatch:13,misc:10,mix:[9,45],mnist:[13,52],model:[3,4,14,16,21,29,31,35,36,41,45,51,52,53,54,55,56,61],modifi:47,momentum:11,movi:[57,58],movielen:[13,57,58],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:27,name:46,nce:9,need:[27,40],network:[10,36,45,52,53,54,56,58,59],neural:[36,53,56,58,59],neuralnetwork:29,nlp:[10,43],non:3,norm:9,nvprof:40,nvvp:40,object:[17,58],observ:[51,54],onli:[27,31],optim:[11,17,21,39,56],option:[24,30,51],order:24,outlin:42,output:[41,46],overview:56,packag:33,pad:9,paddl:[27,28,47],paddlejob:22,paddlepaddl:[16,31,32,46,50,51,61],pair:46,parallel_nn:45,paramet:[7,15,16,17,21,22,43,44,46,51,54],paraphras:51,partit:21,pass:45,path:24,perform:[40,43],persist:20,pfsclient:[23,24],pfsserver:23,pnpair:8,point:46,pool:[9,12],power:9,pre:37,precision_recal:8,predict:[5,53,54,58,59,60],prefetch:27,prepar:[29,36,41,46,51,52,53,58,60,61],preprocess:[51,53,56,58,61],prerequisit:41,pretrain:[51,61],print:8,privat:46,problem:29,process:[17,21,22],profil:40,provid:[3,27,56,58,59],pull:37,push:37,pydataprovider2:3,python:[5,22,27,31,38,54,56,58],queue:[17,20],quick:56,randomnumb:43,rank:8,rank_cost:9,rat:58,rate:57,reader:[13,16,27],recoveri:17,recurr:[9,10,36,56],recurrent_group:9,refer:[3,40,59,60],region:46,regress:[29,56,58],regular:21,relu:6,render:46,repeat:9,request:37,requir:[30,37],reshap:9,resnet:54,result:[41,47,61],retri:20,revis:[37,51],rmsprop:11,rnn:[35,36,43],role:59,rotat:9,route53:46,run:[41,47,59],runtim:22,sampl:9,sampling_id:9,scale:[9,17],scaling_project:9,script:47,secur:46,select:21,selective_fc:9,semant:59,sentiment:[13,60],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:36,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[17,20,21,22,43,46],servic:46,set:44,setup:[30,46],sgd:43,share:16,shuffl:27,sigmoid:6,simpl:[29,36],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:27,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[30,32],span:30,spars:[21,45],specifi:[45,51],split:58,spp:9,squar:6,squarerootn:12,stack:60,standard:56,stanh:6,start:[16,34,46,47,56],startup:47,store:17,structur:52,subcommond:24,submit:22,suffici:27,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:56,synopsi:24,system:46,tabl:26,table_project:9,take:27,tanh:6,task:[17,20],tear:46,templat:46,tensor:9,test:[38,43,45,58,59,60],text:61,text_conv_pool:10,timer:40,tip:40,todo:[18,19],toi:52,toler:17,tool:40,train:[15,16,17,22,27,29,31,41,43,45,46,47,51,52,53,56,58,59,60,61],trainer:[15,17,21,22,46,58],tran:9,trans_full_matrix_project:9,transfer:56,tune:[40,43],tutori:[51,53,55,59,60,61],ubuntu:30,uci_h:13,unit:[38,43],updat:[16,37,46],usag:[27,31,39],use:27,user:[17,51,57,58,60,61],util:8,value_print:8,vector:43,verifi:46,version:37,vgg_16_network:10,visual:54,volum:46,vpc:46,warp_ctc:9,what:40,why:[27,40],wmt14:13,word:[51,56],work:31,workflow:61,workspac:41,wrapper:38,write:[38,56],yaml:47,your:37,zoo:[54,55]}}) \ No newline at end of file +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/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/reader/README","design/releasing_process","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/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/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/reader/README.md","design/releasing_process.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":57,"00186201e":5,"00m":41,"02595v1":9,"03m":41,"0424m":41,"0473v3":10,"055ee37d":47,"05d":54,"0630u":41,"06u":41,"0810u":41,"08823112e":5,"0957m":41,"0ab":9,"0rc1":29,"0rc2":[29,32],"0th":62,"10007_10":61,"10014_7":61,"100gb":41,"100gi":47,"10g":23,"10m":41,"1150u":41,"11\u5b9e\u73b0\u4e86c":27,"11e6":48,"12194102e":5,"124n":41,"13m":48,"1490u":41,"15501715e":5,"1550u":41,"15mb":57,"1636k":62,"16mb":57,"16u":41,"173m":55,"173n":41,"1770u":41,"18ad":47,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":48,"197u":41,"1gb":41,"1st":[52,55,61,62],"202mb":62,"210u":41,"211839e770f7b538e2d8":10,"215n":41,"228u":41,"234m":55,"2520u":41,"252kb":57,"25639710e":5,"25k":57,"2680u":41,"27787406e":5,"279n":41,"27m":41,"285m":41,"2863m":41,"28m":41,"28x28":3,"2977m":41,"2cbf7385":47,"2nd":[9,61,62],"302n":41,"30u":41,"32777140e":5,"328n":41,"32u":41,"32x32":[13,54],"331n":41,"3320u":41,"36540484e":5,"365e":47,"36u":41,"3710m":41,"3768m":41,"387u":41,"38u":41,"3920u":41,"39u":41,"3rd":[59,61,62],"4035m":41,"4090u":41,"4096mb":44,"4279m":41,"43630644e":5,"43u":41,"448a5b355b84":48,"4560u":41,"4563m":41,"45u":41,"4650u":41,"4726m":41,"473m":48,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":44,"50bd":47,"50gi":47,"51111044e":5,"514u":41,"525n":41,"526u":41,"53018653e":5,"536u":41,"5460u":41,"5470u":41,"54u":41,"55g":62,"5690m":41,"573u":41,"578n":41,"5798m":41,"586u":41,"58s":48,"5969m":41,"6080u":41,"6082v4":9,"6140u":41,"6305m":41,"639u":41,"655u":41,"6780u":41,"6810u":41,"682u":41,"6970u":41,"6ce9":47,"6node":42,"6th":62,"704u":41,"70634608e":5,"7090u":41,"72296313e":5,"72u":41,"73u":41,"75u":41,"760u":41,"767u":41,"783n":41,"784u":41,"78m":41,"7eamaa":13,"7kb":48,"8250u":41,"8300u":41,"830n":41,"849m":41,"85625684e":5,"861u":41,"864k":62,"8661m":41,"892m":41,"901n":41,"90u":41,"918u":41,"9247m":41,"924n":41,"9261m":41,"93137714e":5,"9330m":41,"94u":41,"9530m":41,"96644767e":5,"983m":41,"988u":41,"997u":41,"99982715e":5,"99m":55,"99u":41,"9f18":48,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":24,"\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":24,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":24,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":29,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":24,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":24,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":24,"\u4e0b\u8f7d\u5230\u672c\u5730":24,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":27,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":24,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":26,"\u4e0d\u4f7f\u7528c":26,"\u4e0d\u4f7f\u7528swig":26,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":26,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":26,"\u4e0d\u5728":27,"\u4e0d\u5bb9\u6613\u51fa\u9519":24,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":26,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":26,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":26,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":24,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":29,"\u4e0e\u53ef\u80fd\u6709\u7684":29,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":26,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":27,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":26,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":26,"\u4e2a\u6027\u5316\u63a8\u8350":29,"\u4e2d":[26,27],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":26,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":27,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":24,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":27,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":24,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":27,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":26,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":27,"\u4e5f\u4e0d\u751f\u6210":27,"\u4e66\u5199":26,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":26,"\u4ece":29,"\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":27,"\u4ed6\u662f\u5c06":27,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":26,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":26,"\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":24,"\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":26,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":26,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":27,"\u4f46\u4e0d\u66b4\u9732":27,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":29,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":29,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":27,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":26,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":26,"\u4f7f\u7528":[27,29],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":26,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":27,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":27,"\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":26,"\u4f7f\u7528c":27,"\u4f7f\u7528c99\u505a\u63a5\u53e3":26,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":26,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":26,"\u4f7f\u7528regress":29,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":26,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":26,"\u4f7f\u7528void":26,"\u4f8b\u5982":[20,26,27,29],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":26,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":26,"\u4f8b\u5982\u5bf9\u4e8epython":26,"\u4f8b\u5982c":26,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":26,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":26,"\u4f8b\u5982python\u7684":26,"\u4f9d\u6b21\u7c7b\u63a8":29,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":26,"\u4fee\u590d\u6240\u6709bug\u540e":29,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":29,"\u4fee\u590dubuntu":29,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":29,"\u505a\u63a5\u53e3":26,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":27,"\u5176\u4e2d":[26,29],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":27,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":29,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":27,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":27,"\u5177\u4f53\u8bf7\u53c2\u8003":27,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":26,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":26,"\u518d\u57fa\u4e8e":29,"\u5199\u4ee3\u7801":26,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":27,"\u51fd\u6570\u547d\u540d":26,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":29,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":29,"\u5206\u652f\u4e2d":29,"\u5206\u652f\u4e3a\u5f00\u53d1":29,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":29,"\u5206\u652f\u4e3a\u7a33\u5b9a":29,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":29,"\u5206\u652f\u5408\u5165":29,"\u5206\u652f\u5408\u5165master\u5206\u652f":29,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":29,"\u5206\u652f\u540d\u4e3a":29,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":29,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":29,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":29,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":29,"\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":27,"\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":24,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":29,"\u52a8\u6001\u5e93":26,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":27,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":29,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":27,"\u5373\u4f7f\u7528":27,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":27,"\u5373\u4f7fc":27,"\u5373\u4f8b\u5982":27,"\u5373\u4fbfpaddl":27,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":27,"\u5373\u66b4\u9732":27,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":26,"\u53c2\u6570":26,"\u53c2\u8003":[24,26],"\u53cc\u5411\u9a8c\u8bc1":24,"\u53d1\u5e03\u5230dockerhub":29,"\u53d1\u5e03\u5230github":29,"\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":27,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":26,"\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":26,"\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":24,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":29,"\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":29,"\u540c\u65f6\u63d0\u8d77":29,"\u540d\u5b57\u4fee\u9970":26,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":29,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":26,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,26,27,29],"\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":26,"\u56fe\u50cf\u5206\u7c7b":29,"\u5728":[27,29],"\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":27,"\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":27,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":24,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":27,"\u5728\u7528\u6237\u4f7f\u7528c":27,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":29,"\u5728\u8fd9\u4e2a":29,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":26,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":29,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":27,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":27,"\u5728c":26,"\u5728c\u7684\u5934\u6587\u4ef6":26,"\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":27,"\u5747\u662f\u5728":27,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":24,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":26,"\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":26,"\u5982\u679c\u5931\u8d25":29,"\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":29,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":27,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":27,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":27,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":26,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":26,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":26,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":27,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":24,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":26,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":26,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":26,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":26,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":26,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":27,"\u5bf9\u4e8e\u6bcf\u79cdc":27,"\u5bf9\u6bd4":26,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":27,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":29,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":27,"\u5c06":29,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":26,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":29,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":29,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":26,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":27,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":26,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":24,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":24,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":26,"\u5e76\u5220\u9664":29,"\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":27,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":26,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":29,"\u5efa\u8bae":29,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":27,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":29,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":29,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":29,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":27,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":29,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":27,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":24,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":26,"\u5f97\u4f7f\u7528":26,"\u5fc5\u8981":27,"\u60c5\u611f\u5206\u6790":29,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":27,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":26,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":24,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":26,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":24,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[26,27],"\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":24,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":27,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":27,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":27,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":26,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":27,"\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":[26,27],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":27,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":24,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":24,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":24,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":24,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":24,"\u6570\u636e":24,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":26,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":24,"\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":26,"\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":24,"\u6587\u4ef6\u5185\u5bb9\u4e3a":26,"\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":24,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":29,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":29,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":24,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":26,"\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":24,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":26,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":27,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":26,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":27,"\u662f\u56e0\u4e3ac99\u652f\u6301":26,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":24,"\u662f\u6307":27,"\u662f\u7528\u6237\u4f7f\u7528c":27,"\u662fc":27,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":27,"\u6700\u540e\u5220\u9664":29,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":26,"\u6709\u6807\u51c6\u7684":26,"\u6709\u7684\u65f6\u5019":26,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":29,"\u672c\u6587\u6863\u63cf\u8ff0paddl":27,"\u673a\u5668\u7ffb\u8bd1":29,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":26,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":26,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":27,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":29,"\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":26,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":29,"\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":29,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":24,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":24,"\u7248\u672c\u5206\u652f":29,"\u7248\u672c\u53f7":29,"\u7248\u672c\u53f7rc":29,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":29,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":26,"\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":26,"\u751f\u6210\u6587\u6863":26,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":26,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":24,"\u7528":24,"\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":27,"\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":27,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":24,"\u7528\u6237\u901a\u8fc7c":27,"\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":26,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":24,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":24,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":26,"\u7684\u5934\u6587\u4ef6":26,"\u7684\u63a5\u53e3\u6837\u5f0f":26,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":26,"\u7684\u7f29\u5199":24,"\u7684\u89c4\u8303":26,"\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":26,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":24,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":26,"\u76ee\u5f55\u4e0b":27,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":26,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":27,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":26,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":26,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":26,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":29,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":29,"\u7b2c\u4e8c\u4e2a\u4e3a":29,"\u7b49":27,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":27,"\u7b49\u6587\u4ef6":27,"\u7c7b\u4f3c":27,"\u7c7b\u540d\u548cc":26,"\u7c7b\u578b":26,"\u7ea2\u697c\u68a6":52,"\u7ed3\u8bba":26,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":26,"\u7f16\u8bd1\u578b\u8bed\u8a00":26,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":29,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":29,"\u7f16\u8bd1c":27,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":29,"\u7f16\u8bd1ubuntu\u7684deb\u5305":29,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":27,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":26,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":27,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":24,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":26,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":26,"\u800c\u5bf9\u4e8egolang":26,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":26,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":27,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":26,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":27,"\u826f\u597d\u7684\u6587\u6863":26,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":27,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":26,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":26,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":27,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":29,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":29,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":29,"\u8bbe\u7f6e":27,"\u8bc6\u522b\u6570\u5b57":29,"\u8bcd\u5411\u91cf":29,"\u8be6\u7ec6\u8bbe\u8ba1":24,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":29,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":27,"\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":29,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":27,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":27,"\u8fd9\u4e09\u4e2a\u5206\u652f":29,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":27,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":27,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":27,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":26,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":26,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":27,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":27,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":27,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":27,"\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":26,"\u8fd9\u662f\u56e0\u4e3a":26,"\u8fd9\u6837":27,"\u8fd9\u6837\u4fdd\u8bc1":29,"\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":24,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":26,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":29,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":24,"\u901a\u5e38":27,"\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":27,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":24,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":29,"\u90a3\u4e48":27,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":26,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":24,"\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":26,"\u91cd\u547d\u540d\u6210":26,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":26,"\u9519\u8bef\u5904\u7406":26,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":26,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":26,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":27,"\u9700\u8981":20,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":24,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":27,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":29,"\u9700\u8981\u5f15\u7528":27,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":26,"\u9700\u8981\u6ce8\u610f\u7684\u662f":29,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":27,"\u9ed8\u8ba4256k":24,"\ufb01xed":62,"abstract":[39,44],"api\u4e2d\u4f7f\u7528":26,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":27,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":27,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":27,"api\u63a5\u53e3":24,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":27,"api\u65f6":27,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":27,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":27,"api\u66b4\u9732\u7684\u7c7b\u578b":27,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":27,"api\u7684\u5b9e\u4f8b":27,"api\u7684\u5b9e\u73b0\u7ec6\u8282":27,"api\u7684\u63a5\u53e3":27,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":27,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":27,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":27,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":29,"boolean":[9,25,26],"break":57,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":29,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":29,"byte":24,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":26,"c\u6709\u6807\u51c6\u7684abi":26,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":26,"case":[9,27,28,30,37,38,39,41,45,47,53,57],"char":[22,59],"class":[5,6,7,8,9,10,11,12,13,15,16,26,43,54,61],"const":[22,39],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":27,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":27,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":27,"core\u6982\u5ff5":27,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":29,"deb\u5305\u7f16\u8bd1\u95ee\u9898":29,"default":[3,7,8,9,10,12,13,15,16,17,32,42,44,46,47,48,57,59,61,62],"enum":22,"export":[31,54],"final":[10,30,31,39,59,61],"float":[3,7,8,9,11,13,30,39,41,46,52,55,59],"function":[3,5,9,10,11,13,16,18,21,22,23,28,30,37,39,41,42,44,53,54,57,60,61,62],"golang\u53ef\u4ee5\u4f7f\u7528":26,"golang\u7684":26,"h\u5e76\u4e0d\u56f0\u96be":26,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[3,5,8,9,16,30,37,41,47,52,53,54,55,57,59,61,62],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":24,"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":[3,7,8,9,10,13,21,22,23,26,27,28,39,46,57,59,60],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":26,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":29,"long":[2,9,10,13,32,41,60,61],"model\u505a\u5206\u652f\u7ba1\u7406":29,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[3,9,13,17,18,21,22,28,38,40,47,48,53,57,60,61],"note\u7684\u4e66\u5199":29,"null":[9,39,44,59],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":26,"paddle\u4f7f\u7528git":29,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":26,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":26,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":29,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":29,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":29,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":29,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":26,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":27,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":26,"paddle\u7684c":27,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":27,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":26,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":27,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":26,"paddle_\u7c7b\u578b\u540d":27,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":27,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":29,"patch\u53f7\u52a0\u4e00":29,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":24,"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":24,"pfsserver\u63d0\u4f9brest":24,"public":[13,39,42,47,48,61],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":29,"return":[3,8,9,10,12,13,15,16,20,22,23,30,37,39,47,53,55,57,58,59,62],"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":[9,10,30,59,60,61],"static":[22,27,47],"super":39,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":26,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":26,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":26,"swig\u76f4\u63a5\u8bfb\u53d6c":26,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":26,"switch":[27,47,61],"tag\u4e3a":29,"throw":47,"true":[3,7,8,9,10,12,13,15,16,28,30,37,39,44,46,47,55,59,60,61,62],"try":[11,17,18,21,22,28,41,53,59],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":27,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":29,"void":[22,26,27,39],"while":[2,3,7,13,28,32,37,44,53,57,61,62],AGE:[47,48],AND:59,ARE:59,AWS:[20,40,49,50],Age:58,And:[3,8,9,11,13,23,28,34,38,46,47,48,52,55,59,61,62],But:[3,9,10],EOS:9,For:[2,3,8,9,11,13,16,21,22,23,28,30,31,32,37,39,41,42,43,44,46,52,54,55,57,61,62],Going:61,Has:3,IDs:[13,57],Ids:57,Into:47,Its:[3,37,47,59],Not:[16,18,42],ONE:3,One:[8,10,15,37,39,44,53,57,61,62],PFS:24,QoS:48,THE:3,TLS:[16,24,47],That:[9,13,28,32,44,46],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,18,21,23,25,27,28,30,31,32,33,34,37,38,39,41,42,44,46,47,48,52,53,54,55,57,58,59,60,61,62],Their:[3,9,18],Then:[5,9,31,32,37,38,39,41,47,48,52,54,59,60,61],There:[8,9,13,15,16,18,22,23,25,30,32,34,41,47,53,54,55,56,57,59,62],These:[42,46,54,60],USE:59,USING:59,Use:[3,16,25,28,32,39,41,44,45,47,59],Used:10,Useful:3,Using:[18,48,61],VPS:47,WITH:38,Will:[13,15],With:[3,9,10,30,53,60],YES:23,Yes:32,___fc_layer_0__:47,__file__:23,__init__:39,__list_to_map__:59,__main__:55,__meta__:59,__name__:55,__rnn_step__:37,_binari:17,_error:53,_librari:17,_link:10,_proj:9,_res2_1_branch1_bn:55,_source_language_embed:[37,52],_target_language_embed:[37,52],_test:17,aaaaa:20,aaaaaaaaaaaaa:47,abc:9,abl:[9,16,53,61],about:[5,9,10,23,25,30,41,43,44,47,51,60,61,62],abov:[3,5,9,16,17,18,21,30,32,41,47,48,53,55,57,60],abs:[10,53],absolut:[2,42],academ:58,acceler:[19,46],accept:[3,5,13,16,28,57,60],acceptor:60,access:[2,9,10,16,21,23,37,62],accessmod:47,accident:58,accomplish:32,accord:[2,3,8,9,22,37,38,42,43,44,46],accordingli:[5,9,39],accordingto:60,accrod:10,accumul:[18,22],accuraci:[8,39,57,58,61],achiev:[41,54],ack:44,acl:61,aclimdb:61,across:9,act:[9,10,30,37,57],act_typ:57,action:[47,58],activ:[0,5,9,10,14,30,31,39,44,57,61],activi:10,actual:[3,9,30],adadelta:57,adagrad:57,adam:[16,22,57,61,62],adamax:57,adamoptim:[52,57,61,62],adapt:[8,11,30,61,62],add:[3,9,10,13,17,30,31,38,39,41,46,57,59],add_depend:17,add_execut:17,add_input:39,add_test:[17,39],add_to:9,add_unittest_without_exec:39,addbia:39,added:[3,8,39],adding:55,addit:[9,10,32,57],address:[18,32,41,44],addrow:39,addtion:42,addtolay:9,adject:61,adjust:30,admin:58,adopt:60,advanc:[37,41,44],advantag:61,adventur:58,adverb:61,adversari:28,advic:41,affect:9,afford:21,afi:3,aforement:[17,42],after:[9,13,21,22,25,31,34,37,39,42,44,46,47,48,53,54,55,57,59,60,61,62],again:[16,18,41],against:47,age:[13,59],agg_level:9,aggreg:47,ago:17,aid:41,aim:[61,62],aircraft:62,airplan:54,aistat:9,alex:[9,61],alexnet_pass1:46,alexnet_pass2:46,algorithm:[9,11,21,30,37,52,54,61,62],alia:[6,7],align:[9,10,13,62],all:[0,3,7,8,9,11,16,18,22,23,25,27,30,32,37,38,39,41,42,43,44,46,47,48,52,53,55,57,58,59,60,61,62],alloc:[7,23,39,46],allow:[16,22,32,38,39,41,44,47,57],allow_only_one_model_on_one_gpu:[43,44,46],almost:[10,30,42,52],along:61,alreadi:[18,32,41,42,44,47,48,61],alreali:[43,62],also:[2,3,9,10,13,16,17,28,31,32,37,39,41,42,48,53,54,55,57,60,61],although:30,alwai:[5,9,10,15,28,30,44,47,62],amaz:54,amazon:[47,48,57,61],amazonaw:47,amazonec2fullaccess:47,amazonelasticfilesystemfullaccess:47,amazonroute53domainsfullaccess:47,amazonroute53fullaccess:47,amazons3fullaccess:47,amazonvpcfullaccess:47,ambigu:[28,60],amd64:47,amend:38,american:54,among:[47,61],amount:[41,61],analysi:[30,41,56,60],analyz:[57,61],andd:47,ani:[2,3,9,10,13,16,17,18,22,23,28,37,38,41,47,57,59,62],anim:58,annot:60,annual:60,anoth:[3,9,16,23,32,44,47,60,61],ans:47,answer:[30,47,60],anyth:[13,28,38,47,60],api:[13,15,16,17,22,23,24,29,31,39,41,47,51,53,57,59,61],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:59,api_trainer_config_helpers_lay:37,api_trainer_config_helpers_layers_context_project:59,api_trainer_config_helpers_layers_cos_sim:59,api_trainer_config_helpers_layers_data_lay:59,api_trainer_config_helpers_layers_embedding_lay:59,api_trainer_config_helpers_layers_fc_lay:59,api_trainer_config_helpers_layers_pooling_lay:59,apiserv:47,apivers:[47,48],apo:62,appar:62,appear:60,append:[3,15,28,37,39,42,59],append_gradient_machin:15,appleclang:31,appleyard:41,appli:[0,9,10,37,39,54,57],applic:[32,41,47,48,61],appreci:[38,61],approach:9,apt:[31,34,54],arbitrari:9,architectur:[52,60,61,62],architecur:61,archiv:[13,26,27],arg:[3,8,9,10,13,30,43,53,54,55,57,59,60,61],arg_nam:9,argu:60,argument:[3,5,9,13,21,37,39,44,45,52,53,54,55,59,60,61,62],argv:55,arn:47,around:[3,9,47],arrai:[5,9,13,15,22,28,30,55],art:[30,60],articl:[42,48],artifact:47,artifici:53,artist:58,arxiv:[9,10,53,61],ask:18,aspect:61,assign:[9,21,44,47],associ:[60,61,62],assum:[9,37,46,52],assur:2,astyp:[28,53],asyc:18,async:[18,43],async_count:44,async_lagged_grad_discard_ratio:44,async_lagged_ratio_default:[43,44],async_lagged_ratio_min:[43,44],asynchron:[18,44],atla:31,atlas_root:31,attenion:10,attent:[9,10,32,62],attitud:61,attr1:9,attr2:9,attr:[7,9,10],attribut:[3,9,10,14,39,52,60],auc:43,auc_evalu:8,aucvalidationlay:44,authent:47,author:[24,47,55],authorized_kei:42,autmot:38,auto:[26,39,41,56,59],autom:[47,62],automak:31,automat:[9,16,22,31,37,39,42,43,44,47,59,60,62],automaticli:9,automobil:54,avail:[18,22,31,47],availabel:31,averag:[8,9,12,21,44,55,57,59,60,61,62],average_test_period:[43,44,60],average_window:61,averagepool:9,avg:[41,57],avgcost:[57,59,61,62],avgpool:[9,57],avoid:[18,41],avx:[31,32,34],await:48,awar:[16,18,32,47],aws:24,aws_account_id:47,awsaccountid:47,awskeymanagementservicepowerus:47,b2t:52,b363:48,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:48,ba5f:47,back:[3,18,32],backward:[6,9,10,22,37,39,44,46],backward_first:37,backwardactiv:39,bag:[57,61],baidu:[0,9,30,34,38,48,52],baik:52,balanc:[44,47,53],balasubramanyan:61,bank:60,bardward:10,bare:48,barrier:44,barrierstatset:41,base:[9,10,12,13,16,21,30,34,37,38,39,41,42,44,47,52,53,57,59,61,62],baseactiv:9,baseev:15,basematrix:39,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,59],bash:[32,47,48],bashrc:31,basic:[3,9,15,32,38,39,57,58,61],batch:[3,9,10,11,13,15,16,18,20,39,42,44,47,48,53,54,55,57,59,60,61,62],batch_0:55,batch_id:15,batch_norm:10,batch_norm_typ:9,batch_read:[20,28],batch_siz:[3,13,30,42,52,53,54,57,59,61,62],batchsiz:[9,39],bazel:17,bbbbb:20,bcd:9,bcebo:13,beam:[9,37,44,60,62],beam_gen:[9,37],beam_search:[15,37],beam_siz:[9,37,43,44,46],beamsiz:62,becaus:[5,9,13,16,17,18,22,28,37,38,39,46,47,54,57,60],becom:[38,41],been:[3,21,31,38,54,57,60,61,62],befor:[5,9,10,18,25,28,32,38,42,47,54,59,61,62],begin:[5,8,9,22,25,39],beginiter:[15,16],beginn:37,beginpass:[15,16],begintrain:16,behavior:41,being:[18,28,53],belong:[9,62],below:[3,9,13,18,22,28,37,39,41,42,47,53,54,57,59],benefit:[10,23],bengio:9,bertolami:61,besid:[2,9,13,62],best:[9,31,32,44,57,59,61,62],best_model_path:60,besteffort:48,beta1:11,beta2:11,beta:55,better:[9,10,17,30,42,47,53,59],between:[9,11,17,18,22,27,30,38,47,53,57,58,61,62],bgr:55,bi_gru:10,bi_lstm:10,bia:[9,10,11,37,39,55],bias:[9,39],bias_attr:[9,10,30,37],bias_param_attr:10,biases_:39,biasparameter_:39,biassiz:39,bidi:48,bidirect:[10,37,60,62],bidirectional_lstm_net:61,big:41,bigger:18,biggest:61,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:41,bin:[31,32,42,47,48,59],binari:[3,8,9,13,17,23,41,47,52,57,61],bird:54,bison:31,bit:57,bitext:62,bla:31,blank:[9,47],block:[9,19,21,22,30,39,41,44,55,61],block_i:9,block_x:9,blog:61,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:61,book:13,bool:[3,7,8,9,10,12,13,39,44,46,57,59,61],boot:[9,37],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,37],boot_with_const_id:9,bootstrap:31,bos_id:[9,37],both:[0,6,7,9,10,16,17,18,32,37,39,41,47,53,55,57],bottleneck:[41,55],bottom:61,bow:[57,61],box:41,branch:[9,16,29,38],breadth:[44,62],brendan:61,brew:31,brief:22,briefli:41,broadcast:18,brows:32,browser:[32,47],bryan:61,bucket_nam:47,buf_siz:13,buffer:[3,13,22,28,44],buffered_read:28,bug:47,bui:61,build:[0,13,17,23,30,32,35,44,47,49,50,52,54,55,57,59,61,62],build_dict:13,built:[0,17,31,32,53,60],bunch:[41,57],bunk:61,button:[38,47],c11:26,c99:27,c99e:47,cach:[57,59,60],cache_pass_in_mem:[3,57,59,60],cachetyp:[3,57,59,60],calc_batch_s:[3,60],calcul:[3,8,9,10,11,18,22,37,39,41,44,46,53,59],call:[3,9,10,16,21,22,23,30,32,37,39,41,44,47,54,55,57,61,62],callabl:[3,9,13],callback:39,caller:47,caltech:54,can:[2,3,5,7,8,9,10,13,16,18,21,23,28,30,31,32,34,37,38,39,41,42,43,44,46,47,48,52,53,54,55,57,59,60,61,62],can_over_batch_s:[3,60],candid:9,cannot:39,caoi:62,capabl:[31,61],capac:47,capi:26,capi_prvi:27,caption:[30,62],captur:[30,42],card:42,care:[10,23,28,43,44,58],carefulli:[42,44,55],cat:[32,54,55,61],categor:60,categori:[9,13,18,57,61],categorig:13,categoryfil:48,caus:[18,25],caution:[47,48],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:62,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10,61],center:3,ceph:[20,48],cephf:[20,23,24],certain:[2,43,60],certif:[16,24,47],cffi:26,cfg:48,cgo:26,chain:[13,39],challeng:18,chanc:[16,39,57],chang:[9,13,17,21,23,28,30,32,37,38,39,41,44,47,57,61],channel:[9,41,42,55],channl:[42,55],char_bas:59,charact:[57,59],character:30,characterist:[46,54],check:[3,13,30,31,32,38,44,46,47,58],check_align:13,check_eq:39,check_fail_continu:3,check_l:39,check_sparse_distribution_batch:[43,44],check_sparse_distribution_in_pserv:[43,44],check_sparse_distribution_ratio:[43,44],check_sparse_distribution_unbalance_degre:[43,44],checkgrad:44,checkgrad_ep:44,checkout:38,checksum:24,children:58,china:32,chines:56,chmod:[31,47],choic:[32,58],choos:[44,57,59],chosen:[2,58,62],chunk:[21,24,53,60],chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:[53,54],cifar_vgg_model:54,claim:47,claimnam:47,clang:[26,31,32,38],class1:61,class2:61,class_dim:61,classfic:[55,61],classfiic:54,classic:[9,30],classif:[3,5,9,46,55,56,57,61,62],classifc:61,classifi:[53,54,55,57,61],classification_cost:[54,57],classification_error_evalu:[8,53,57,61,62],classification_error_printer_evalu:8,claster:47,clean:[5,17,59],clear:17,cleric:58,cli:47,click:[38,41,47],client:38,clip:[7,44,57,61],clock:9,clone:[31,32],close:[3,28],closer:30,cloud:[18,23,24,25],cls:57,cludform:47,cluster:[16,18,22,43,44,48,57,62],cluster_train:42,cm469:47,cmake3:31,cmake:[27,31,39,41],cmakelist:[17,39],cmatrix:[26,27],cmd:48,cna:9,cname:47,cnn:[9,48,55,57],code:[0,3,5,13,16,17,28,30,31,32,33,37,39,40,41,42,47,48,53,57,58],coeff:9,coeffici:9,collabor:18,collect:[9,13,15,30,58],collectbia:39,colleg:58,color:[54,55],colour:13,column:[8,9,28,39,52,62],column_sum_evalu:8,colunm:62,com:[9,10,13,31,32,34,38,47,48,55],combin:[9,10,13,15,53,59,61],come:61,comedi:58,comma:[44,52],command:[2,5,17,23,25,30,31,32,34,38,39,40,41,42,47,48,49,50,52,53,54,55,59,60,61],commandlin:[41,61],commenc:57,comment:[10,17,38,57,61],commnun:42,common:[20,37,39,43],common_util:[42,59],commonli:[25,37,41,46],commun:[0,18,22,39,42,47],compani:61,compar:[39,53,57],compat:3,compet:61,competit:53,compil:[17,31,32,38,39],complet:[0,5,9,10,13,15,18,21,22,24,39,47,48,57],complex:[2,3,10,28,37,41,57],complic:9,compon:39,compos:[13,16,53,60],composenotalign:13,compress:21,comput:[9,10,16,18,30,31,32,37,39,41,46,47,57,59,60,61],computation:37,conat:9,concat:62,concat_lay:37,concaten:10,concept:[3,16,32,37],concern:16,concurr:18,concurrentremoteparameterupdat:44,condit:[9,21,37,42,48,62],conduct:41,conf:[5,9,42,52,53,55,62],conf_paddle_gradient_num:47,conf_paddle_n:47,conf_paddle_port:47,conf_paddle_ports_num:47,conf_paddle_ports_num_spars:47,confid:61,config:[3,7,9,10,20,25,30,39,42,43,44,47,48,52,53,54,55,57,61,62],config_:44,config_arg:[43,44,46,55,57,60,61],config_bas:[8,9,10,15],config_fil:60,config_gener:[42,59],config_lay:39,config_pars:[5,39],config_proto:22,configur:[1,2,3,5,9,22,23,30,38,39,41,44,52,54,55,61,62],confirm:25,conflict:38,confront:62,congest:44,conll05st:60,conll:[13,60],connect:[2,10,23,30,39,47,48,53,54,55,57,59,61],connectionist:[9,61],connor:61,consequ:[9,10],consid:[8,9,11,31,32,41,46,54],consider:[3,10],consist:[9,13,21,28,54,55,57,60,62],consol:[41,47],constant:39,construct:[3,5,16,37,59],construct_featur:59,constructor:39,consum:[18,61],contact:18,contain:[3,8,9,10,12,13,15,16,21,33,34,37,38,42,47,54,55,57,58,61,62],containerport:47,contemporan:61,content:[22,25,48,60,61],content_len:22,context:[9,10,13,37,52,57,59,60,61,62],context_attr:10,context_len:[9,10,57,59],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,59],context_start:[9,10,57],contibut:38,contin:47,continu:[3,18,34,44],contrast:[9,62],contribut:[0,33,40,61],contributor:0,control:[7,32,44,47,48,62],conv:10,conv_act:10,conv_attr:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,42],convent:22,converg:[42,53,61],convert:[3,5,13,20,28,37,52,54,55,57,59],convlay:9,convolut:[9,10,53,55,59],convoper:9,convtran:9,convtranslay:9,cool:[3,38],coordin:18,copi:[15,16,21,25,32,47,53,59],copy_shared_paramet:53,copytonumpymat:53,core:[3,7,27,44,62],coreo:47,corespond:60,corpora:62,corpu:[13,60],correct:[3,8,9,39,47],correctli:[8,13,39,53],correl:[30,54,61],correspoind:16,correspond:[3,5,16,30,37,39,54,58,60,61,62],corss_entropi:16,cos:9,cos_sim:59,cosin:[9,59],cost:[5,11,15,16,30,44,53,57,59,61,62],cost_id:9,could:[3,5,9,13,15,16,21,28,32,41,42,47,57,59],count:[18,23,28,41,44,46,48,52,59,60,61,62],counter:[18,21],coupl:30,cours:23,coverag:31,coveral:31,coveralls_uploadpackag:31,cpickl:[55,59],cpp:[26,27,38,39,41,57,59,62],cpu:[2,3,7,9,23,29,31,34,41,44,48,53,60,61,62],cpuinfo:32,cpusparsematrix:27,craftsman:58,crash:[18,41,42,44],crazi:42,creat:[5,7,9,13,15,16,18,24,25,30,31,32,39,42,44,52,53,54,62],create_bias_paramet:39,create_input_paramet:39,createargu:53,createfromconfigproto:[5,53],createstack:47,creation:47,creationd:47,creator:[13,20],credenti:25,credit:53,crf:60,crime:58,critic:61,crop:55,crop_siz:55,cross:[9,57,60],cross_entropi:[9,16,53],cross_entropy_with_selfnorm:9,crt:24,csc:39,cslm:62,csr:39,csv:58,ctc:8,ctc_error_evalu:8,ctest:32,ctrl:[42,59],ctx:60,ctx_0:60,ctx_0_slot:60,ctx_n1:60,ctx_n1_slot:60,ctx_n2:60,ctx_n2_slot:60,ctx_p1:60,ctx_p1_slot:60,ctx_p2:60,ctx_p2_slot:60,cub:54,cuda:[17,31,32,34,41,42,44],cuda_dir:[43,44],cudaconfigurecal:41,cudadevicegetattribut:41,cudaeventcr:41,cudaeventcreatewithflag:41,cudafre:41,cudagetdevic:41,cudagetdevicecount:41,cudagetdeviceproperti:41,cudagetlasterror:41,cudahostalloc:41,cudalaunch:41,cudamalloc:41,cudamemcpi:41,cudaprofilerstart:41,cudaprofilerstop:41,cudaruntimegetvers:41,cudasetdevic:41,cudasetupargu:41,cudastreamcr:41,cudastreamcreatewithflag:41,cudastreamsynchron:41,cudeviceget:41,cudevicegetattribut:41,cudevicegetcount:41,cudevicegetnam:41,cudevicetotalmem:41,cudnn:[9,12,17,31,34,44],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[43,44],cudnn_convt:9,cudnn_dir:[43,44],cudrivergetvers:41,cuinit:41,cumul:9,curl:[31,47],current:[3,9,18,30,32,37,38,39,42,44,47,57,61,62],current_word:37,currentcost:[57,59,61,62],currentev:[57,59,61,62],curv:[16,54,60],custom:[2,3,16,23,39,47,58,61],custom_batch_read:28,cutoff:13,cycl:18,cyclic:9,cython:26,d3e0:47,dai:62,daili:61,dalla:3,dan:60,danger:3,darwin:47,dat:[13,20,42,59],data:[1,2,3,5,8,10,11,15,16,20,21,24,31,32,39,41,42,43,44,46,49,55,58],data_batch_gen:53,data_dir:[52,54,61,62],data_feed:13,data_fil:30,data_initialz:57,data_lay:[3,30,37,53,54,57,59,60],data_nam:13,data_read:[13,28],data_reader_creator_random_imag:28,data_sourc:53,data_typ:[9,13],databas:[13,61],datacent:[20,25],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,datalay:9,dataprovid:[2,30,37,42,59,60],dataprovider_bow:57,dataprovider_emb:57,dataproviderconvert:5,datasci:9,dataset:[1,3,20,23,28,30,44,52,54,55,57,60,61],date:60,db_lstm:60,dcgan:53,dcmake_install_prefix:31,dead:18,deal:[38,53],deb:[33,34],debian:[32,33],debug:[3,25],decai:[11,54],decent:21,decid:[16,28],declar:[9,59],decod:[9,10,37,60,62],decoder_boot:37,decoder_group_nam:37,decoder_input:37,decoder_mem:37,decoder_prev:10,decoder_s:37,decoder_st:[10,37],deconv:9,deconvolut:9,decor:[3,13,39],decreas:30,decrypt:47,deep:[0,9,30,32,35,41,53,54,55,57,60],deeper:[30,32,55],deer:54,def:[3,9,13,16,20,23,28,30,37,39,53,55,57,59,60],defalut:[9,44,46],default_devic:46,default_valu:46,defferenct:3,defin:[2,3,9,10,13,16,17,18,28,30,37,39,42,44,52,53,54,59,60],define_py_data_sources2:[3,30,54,55,57,59],defini:62,definit:[3,13,18,21,30,32,52,57,61],degre:9,del:59,delai:44,delar:57,delet:[18,23,24],deletestack:47,delimit:[8,58,59],demand:18,demo:[9,13,37,42,48,49,52,53,54,55,56,57,58,59,60,61,62],demograph:58,demolish:48,demonstr:[30,37,53,59],denot:[46,57,58,60],dens:[3,9,13,22,39,47,57,59],dense_vector:[3,5,9,13,30,59],dense_vector_sequ:13,dep:17,depend:[17,18,23,30,32,34,42,46,54,58],deploi:[42,46],deploy:[42,47],deriv:[6,16],descent:[9,18],describ:[16,17,21,30,39,47,48,53,57,60],describestack:47,describestackev:47,describestackresourc:47,descript:[5,17,31,37,45,47,54,59],deseri:15,design:[3,9,13,26,61],desir:[18,47,48,52],destin:[22,25],destructor:39,detail:[3,5,7,9,10,11,21,23,25,37,38,39,41,42,45,46,47,48,52,53,55,57,59,61,62],detect:8,determin:[3,9,13,39,53],dev:[31,32,54,59,62],devel:31,develop:[0,17,29,31,38,43,44,62],deverlop:44,deviat:7,devic:[7,44,62],deviceid:46,devid:[9,44],dez:61,diagnos:42,diagram:55,dict:[3,13,15,57,59,61,62],dict_dim:61,dict_fil:[8,37,57,60],dict_siz:13,dictionai:57,dictionari:[3,8,9,13,15,16,37,46,55,57,59,60,61,62],dictsiz:62,did:3,differ:[3,8,9,17,18,22,30,32,37,38,39,42,44,47,48,52,54,55,57,61,62],difficult:30,dig:[32,41,47],digit:[3,9],dim:[13,39,52,55,57,61],dimens:[6,9,12,13,39,46,52,57,59,61],dimension:[3,30,37,39,53,57],dimenst:52,dimes:9,din:59,dir:[42,55,57,59,60,61,62],dirctori:32,direct:[9,10,32,55,60],directli:[2,3,10,23,30,32,42,48,61],directori:[2,17,20,24,25,31,32,38,41,42,44,48,54,55,57,59,60,61,62],diretcoti:55,dis_conf:53,dis_train:53,dis_training_machin:53,disabl:3,discard:[13,18,21,44],discount:9,discov:[18,60],discoveri:47,discrep:41,discrimin:53,discriminator_train:53,discuss:[16,21,22],disk:48,dispatch:[42,44],displai:[23,25],disput:62,dist_train:[16,23],distanc:8,distibut:52,distinguish:[17,42,53,62],distribut:[9,21,22,31,40,48,49,50,53,57,60],distribute_test:[43,44],distributedli:39,disucss:16,divid:[11,43,54,62],diy_beam_search_prob_so:[43,44],dmkl_root:31,dns:47,do_forward_backward:28,doc:[5,10,13,31,32,42],docker:[29,33,47,49,50],docker_build:16,docker_push:16,dockerfil:32,dockerhub:32,doctor:58,document:[3,5,10,24,31,38,46,54,57,59,60,61],documentari:[3,58],doe:[3,5,10,18,21,22,23,28,30,34,37,39,41,57,59,60],doesn:[7,9,13,16,28,38,41,48,62],dog:[54,55],doing:41,domain:47,don:[10,16,17,28,30,47,61],done:[9,10,17,18,21,22,37,41,47,53,61],dopenblas_root:31,dot:[44,55,62],dot_period:[44,46,53,54,59,61,62],dotmuloper:9,dotmulproject:9,doubl:[3,31,44],down:[41,57],download:[13,18,24,32,34,53,54,57,60,61],download_cifar:54,downsampl:54,doxygen:[31,38],dpkg:34,drama:58,drop:3,drop_rat:7,dropout:[7,9,39,57],dropout_r:10,drwxr:48,dst:22,dtoh:41,dtype:[5,30,55],dubai:62,due:[21,58,59],dummi:21,duplic:58,durat:[21,41],dure:[2,3,9,18,21,23,30,38,39,43,44,47,57,59,60,62],durn:3,dwith_c_api:27,dwith_doc:31,dwith_profil:41,dwith_python:27,dwith_swig_pi:27,dwith_tim:41,dynam:[2,3,22,27,28,31,41,44],dynamic_cast:39,each:[2,3,5,8,9,12,13,15,17,18,21,22,23,28,30,32,37,38,39,42,44,46,47,52,54,55,57,58,59,60,61,62],each_feature_vector:6,each_meta:59,each_pixel_str:3,each_sequ:9,each_time_step_output:6,each_timestep:9,each_word:3,eaqual:9,eas:[13,28,55],easi:[0,28,32,39,42,57],easier:[16,28,39],easili:[16,28,30],echo:[32,59,61],edit:[8,32,47],editor:[32,38],edu:[13,47,48,54],educ:58,eeoi3ezpr86c:47,effect:[3,44,47],effici:[0,2,3,37,39],efg:9,efs:47,efs_dns_nam:47,efsvol:47,eight:60,either:[9,13,15,16,41,57,59],elb:47,elbapis:47,elec:57,electron:[48,57],elem_dim:9,element:[3,5,8,9,10,13,15,21,28,57,61,62],element_typ:22,elif:[16,59],elimin:60,els:[9,16,23,32,39,55,57,59],emac:[32,38],emailweixu:17,emb:[48,57],embed:[16,37,56,59,61],embedd:60,embedding_lay:[37,57,59],embedding_nam:[9,37],embedding_s:[9,37],emphas:41,empir:9,emplace_back:39,emploi:[37,58],empti:[8,13,18,30],emul:62,enabl:[3,7,17,21,41,42,44,47],enable_grad_shar:[43,44],enable_parallel_vector:44,enc_proj:[10,37],enc_seq:10,enc_vec:37,encapsul:22,encod:[10,21,37,62],encoded_proj:[10,37],encoded_sequ:[10,37],encoded_vector:37,encoder_last:9,encoder_proj:37,encoder_s:37,encrypt:47,encrypt_decrypt:47,end:[3,8,9,28,30,37,44,52,60,61,62],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[20,47],endtrain:16,engin:[0,23,41,58],english:[3,9,62],enjoi:32,enough:30,ensembl:10,ensur:[3,18,39],enter:[32,58],entir:[9,10,22,61],entri:[13,21,23,39,47,58],entropi:[9,57,60],entry_point:23,enumer:[6,57,59],enumerate_data_types_of_data_lay:13,env:[38,47],environ:[16,31,32,34,41,42,43,44,47,48,53,54,59],eol:38,eos_id:[9,37],epel:31,epoch:58,epsilon:11,equal:[9,10,18,44],equat:[9,10,11,32],equilibrium:53,equip:[31,37],equival:[9,16],error:[7,8,9,11,16,21,25,30,34,39,42,44,47,54,55,57,58,59,61,62],error_clipping_threshold:7,especi:[3,10,60],essenc:16,essenti:[9,16,31,60,62],estat:30,estim:[9,16],eta:48,etc:[13,28,32,42,43,46,47,61,62],etcd:[18,21],eth0:[42,47],ethternet:42,eval:[8,57,59,61,62],eval_bleu:62,evalu:[2,9,14,15,41,42,57,61,62],evaluate_pass:61,evalut:[30,62],even:[16,28,41,44,61],evenli:[22,47],event:48,event_handl:[15,16],everi:[2,3,8,9,10,13,16,18,21,22,37,38,39,44,57,60,61,62],everyth:[30,38],exactli:[3,8,9,10,32,47,60],exampl:[2,3,9,10,11,13,15,23,25,28,30,31,32,37,39,41,42,43,44,46,47,48,54,55,56,57,61,62],exceed:9,except:[3,13,46,52,59,61],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[32,44],execut:[17,18,21,23,39,41,47,58,60,61],exist:[16,18,25,28,39,44,47,58,61],exit:[22,25,44,48],expand:[39,60,61,62],expand_a:9,expand_level:9,expandconvlay:9,expect:[9,41,61],expens:62,experi:46,expert:17,expir:18,explain:[3,8,18,42,53,61],explan:[9,23,57,62],explanatori:[30,32],explicit:39,explicitli:[3,16],exploit:54,explor:9,exponenti:6,expos:[32,47],express:[16,47,61],extend:[0,59],extens:[58,59,62],extent:27,extern:[3,17,26,27],external_librari:17,extra:[7,9,10,30],extra_input:9,extra_lay:15,extraattr:[7,46],extraattribut:[9,10],extraattributenon:9,extract:[9,47,54,60,61],extract_fea_c:55,extract_fea_pi:55,extract_para:52,extralayerattribut:[7,9],extrapaddl:10,extrem:[9,41],extremli:2,f120da72:48,f7e3:47,fa0wx:48,fabric:42,face:17,facotr:9,fact:55,factor:[7,9,11],factori:26,fail:[3,18,21,44,46,48,54],failur:[18,22],fake:53,fake_imag:28,falloc:24,fals:[3,7,8,9,10,11,13,28,30,37,39,44,46,48,52,57,59,60,61,62],false_label:28,false_read:28,famili:62,familiar:[3,30],fanscin:3,fantasi:58,fantast:57,far:0,farmer:58,fascinatingli:2,fast:[9,21,38,41],faster:[9,10,18,37,41,61],fault:21,favorit:38,favourit:32,fbd1f2bb71f4:48,fc1:[39,46],fc2:46,fc3:46,fc4:46,fc8a365:47,fc8a:47,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,30,39,46,57,59],fc_mat:15,fc_name:10,fc_param_attr:10,fclayer:39,fdata:60,fea:55,fea_output:55,feat:61,featur:[3,6,9,13,38,44,54,57,61,62],feature_map:59,feed:[10,13,15,16,30,61],feedback:0,feeder:13,feedforward:54,femal:58,fernan:61,festiv:3,fetch:[13,18,37,39],few:[3,17,18,28,32],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,41,47],figur:[16,17,37,39,41,52,53,54,55,60,61,62],file1:62,file2:62,file:[2,3,5,8,9,13,15,16,17,18,20,21,22,23,24,25,27,28,30,31,32,37,38,39,42,44,52,54,55,60,61,62],file_list:3,file_nam:[3,30,55,57,60],filenam:[3,20,59],fileoffset:24,filer:9,filesystem:[23,24,32,47],fill:[9,18,21,47,57],film:58,filter:[9,55],filter_s:[9,10],filter_size_i:9,finali:42,find:[9,11,18,32,41,54,61,62],fine:[7,21,59],fingerprint:47,finish:[3,18,21,23,32,42,47,48,54],finit:39,first:[3,9,13,16,18,21,23,25,30,32,34,37,38,39,41,44,46,47,52,53,54,55,57,59,60,61,62],first_seq:37,firstn:13,firstseen:48,fit:[2,13,38],five:[41,57],fix:[3,7,26,62],flag:[13,44,53,54,60],flexiabl:28,flexibl:[0,2,9,10,16,22,37],flight:62,float32:[5,13,28,30,53,55],floor:9,flow:[29,38],fly:[30,57],fnt03:47,focu:[3,41],folder:[20,23,25,31,47,54,61,62],follow:[2,3,8,9,10,11,13,16,17,18,21,23,28,31,32,34,37,38,39,41,42,46,47,48,49,50,52,53,54,55,57,58,59,60,61,62],fool:53,forbid:16,force_load:26,forecast:61,forget:[11,16,61],form:[2,3,10,11,41,60],format:[2,3,8,21,22,30,38,39,44,47,52,54,58,59,61],former:[16,17,62],formula:[9,10],formular:9,forward:[6,10,22,37,38,39,46,53,60,61],forwardactiv:39,forwardtest:5,found:[3,5,9,31,37,53,54,57,61],four:[3,34,52,55,57,59,60,61],frame:8,framework:[16,39,55,57,61],free:[13,62],french:62,frequenc:[13,41,52,57,61],frequent:[21,28,42,62],frog:54,from:[0,3,5,9,10,13,15,17,18,20,21,22,25,28,30,32,37,38,39,41,42,44,46,47,48,52,53,54,55,57,58,59,60,61,62],from_sequ:9,from_timestep:9,fromfil:[28,30,55],fulfil:41,full:[9,18,32,37,39],full_matrix_project:[10,37],fulli:[30,38,39,41,53,54,55,57,59,61],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:52,fullyconnectedlay:39,func:[13,21],fundament:30,further:9,fusion:59,gain:9,game:53,gamma:55,gan:16,gan_train:53,gangliao:17,gap:44,gate:[9,10,61],gate_act:[9,10],gate_recurr:9,gather:[9,39,59],gauss:7,gaussian:53,gcc:[26,31,32],gdebi:34,gen:[9,62],gen_conf:[53,62],gen_data:62,gen_result:62,gen_train:53,gen_training_machin:53,gen_trans_fil:37,gender:[13,58,59],gener:[2,3,5,8,9,10,13,15,16,17,18,20,21,22,28,30,31,32,41,42,44,46,47,52,55,56,57,59,61],generated_word_embed:9,generatedinput:[9,37],generator_conf:53,generator_machin:53,generator_train:53,genert:3,genr:[58,59],gereat:8,get:[3,9,10,13,15,17,21,22,23,24,30,31,34,37,39,41,42,47,51,54,55,57,59,60,61],get_batch_s:60,get_best_pass:61,get_config_arg:[46,57,59,61],get_data:[48,57,60],get_dict:13,get_embed:13,get_imdb:61,get_input_lay:39,get_mnist_data:53,get_model:55,get_movie_title_dict:13,get_nois:53,get_output_attr:10,get_shap:15,get_training_loss:53,get_word_dict:13,getbatchs:39,getenv:[16,23],getinput:39,getinputgrad:39,getinputvalu:39,getoutputgrad:39,getoutputvalu:39,getparameterptr:39,getsiz:39,getslotvalu:53,gettask:21,gettempl:47,gettranspos:39,getw:39,getweight:39,getwgrad:39,gfortran:31,gildea:60,gist:10,git:[29,31,32,38],github:[9,10,31,32,34,55],give:[3,18,30,32,39,41,47,57],given:[3,13,15,22,28,39,44,53,57,60,61,62],global:[3,7,16,17,18,41,44,47,59,61],global_learning_r:7,globalstat:41,globalstatinfo:41,globe:3,go_librari:17,go_test:17,goal:[41,60],gob:21,godoc:26,goe:[9,10,18,30],going:[57,61],good:[9,28,41,61,62],goodfellow13:9,googl:16,googleapi:47,gpg2:47,gpg:47,gpu:[2,3,7,9,12,23,29,31,34,40,42,53,54,55,59,60,61,62],gpu_id:[44,46,53],gpugpu_id:43,grab:[18,61],grad:[22,44,58],grad_share_block_num:[43,44],gradient:[7,8,9,11,15,18,21,44,57,61],gradient_clipping_threshold:[7,57,61],gradient_machin:[15,27],gradient_printer_evalu:8,gradientmachin:[5,15,27,53,59,62],gradual:[30,41],grai:54,gram:[52,61],grant:47,graph:[9,15,17,18,52],graphviz:55,grave:61,grayscal:3,greater:9,grep:[32,61],groudtruth:37,ground:[8,9,57,62],group:[10,21,61],group_id:59,group_input:37,grouplen:[13,58],gru:[9,37,57,62],gru_attr:10,gru_bias_attr:10,gru_decod:37,gru_decoder_with_attent:37,gru_encoder_decod:[52,62],gru_memori:10,gru_siz:57,gru_step:[10,37],gru_step_lay:37,grumemori:[10,37],gserver:[9,39],gsizex:41,guarante:39,guess:[30,61],gui:41,guid:[24,33,37,38,39,41,47,48,52,54,61,62],guidenc:30,gur_group:10,gzip:[21,48],hack:[33,42],hadoop:16,half:47,hand:[58,59,61],handi:17,handl:[16,23,28,42,59,61],handler:15,handwrit:[3,61],happen:21,hard:[47,57],hardwar:[32,41],has:[3,5,9,10,11,13,16,18,21,22,32,37,39,41,47,48,52,54,57,58,59,60,61,62],has_kei:15,have:[2,3,5,8,9,10,13,16,17,18,21,22,23,28,30,31,32,37,38,39,41,42,44,46,47,52,54,57,58,59,61,62],hdf:[2,20],head:[38,52,61],header:[22,27,30,39,52,55,59],health:58,heavi:42,height:[9,13,26,28,39,54],held:18,hello:16,help:[3,5,25,38,42],helper:[9,10,39],here:[3,5,7,9,10,13,16,17,18,25,28,30,31,37,42,43,46,47,48,52,54,55,56,57,58,59,60,61,62],heurist:[9,44,62],hidden:[9,10,37,47,57,59,61],hidden_s:[10,59],hierarch:[9,37],high:[7,39,53],higher:2,highest:[13,62],highli:[2,3,13,37,46,59,61],him:16,hint:30,histor:61,hl_get_sync_flag:39,hold:[16,18,21,47],home:[20,25,42,47,48],homemak:58,honor:21,hook:[3,59,60],hope:0,horizont:[9,55],horror:58,hors:54,horst:61,host:[23,31,32,42,47,48],hostnam:[42,47],hostpath:48,hostport:47,hot:59,hour:62,hous:[3,13,30,52],how:[2,3,7,9,16,18,21,25,30,37,42,44,47,48,51,54,55,57,59],howev:[3,10,28,30,37,38,43,44,47,61,62],hpp:26,html:[13,32,54],htod:41,http:[9,10,13,23,31,32,34,38,47,48,53,54,55,62],huber:9,huge:[9,38],huina:61,human:62,hyper:[9,39],hyperplan:13,i0601:59,i0706:62,i0719:62,i1117:41,iamfullaccess:47,iamusersshkei:47,ib0:42,ics:13,icwsm:61,id_input:[8,37],idea:[9,17,28],ident:[30,32,47,58],identifi:[37,39],identityoffsetproject:9,identityproject:9,ids:[8,9,39,57,59],idx:[21,39],ieee:61,ies:25,ignor:[3,8,9,44,52],ijcnlp:61,illustr:[3,18,22,37,39,41,57],ilsvrc:55,imag:[3,12,13,16,28,30,33,46,47,49,50,53,55,56,62],image_a:28,image_b:28,image_classif:54,image_fil:28,image_lay:28,image_list_provid:55,image_nam:16,image_path:28,image_provid:54,image_reader_cr:28,image_s:55,imagenet:[20,56],imagepullpolici:47,imageri:9,images_reader_cr:28,imdb:58,imdber:61,img:[3,9,54],img_conv:10,img_featur:3,img_pool:10,img_siz:54,imgsiz:41,imgsizei:41,imgsizex:41,immedi:47,immutable_paramet:16,implement:[3,9,10,11,13,21,22,23,26,27,37,57,60],impli:17,importerror:59,improv:[0,41,47,61,62],inbound:47,includ:[2,3,9,10,13,16,17,22,23,26,27,31,32,37,39,41,44,47,48,52,57,58,60,62],inconsist:58,incorrect:9,increas:[18,21,44,62],increment:44,incupd:39,inde:[13,28,32],independ:[9,22,57],index:[3,8,9,12,13,15,18,21,37,42,47,59],indexslot:[9,60],indic:[3,8,9,22,30,42,47,60],individu:[18,30,47],industri:18,infer:[1,16,18,26,31],infiniband:42,info:[8,9,13,39,42],infom:38,inform:[5,13,23,25,39,41,44,47,58,59,60,61,62],infrastructur:[47,53],ingor:44,ininst:16,init:[7,39,46,47,53,57,59,60],init_hook:[57,59,60],init_model_path:[43,44,46,52,57,60],initi:[3,5,7,9,13,17,21,37,39,44,52,53,57,60],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,53],inlcud:10,inlin:47,inner:39,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,28,30,37,39,46,52,53,54,55,57,59,60,61,62],input_data:39,input_data_target:39,input_featur:6,input_fil:[30,60],input_hassub_sequence_data:39,input_id:9,input_imag:[10,54],input_index:39,input_label:39,input_lay:39,input_nam:16,input_sequence_data:39,input_sequence_label:39,input_sparse_float_value_data:39,input_sparse_non_value_data:39,input_t:39,input_typ:[30,37,57,59],inputdef:39,inputlayers_:39,inputtyp:[3,13],insid:[8,9,18,28,32,47],inspir:52,instal:[23,32,35,38,42,48,54,55,59,60,61],instanc:[9,18,20,37,39,41,44,60],instance_ip:47,instanti:18,instead:[9,10,12,17,23,28,32,38,42,57,62],instruct:[32,34,41,57],int32:44,int64:24,integ:[3,8,9,13,21,23,26,37,39,57,61],integer_valu:[3,13,57],integer_value_sequ:[3,13,37,57,60],integr:[31,60],intend:0,inter:[9,42],interact:[32,47],intercept:9,interest:[41,61],interfac:[1,5,7,9,10,21,23,25,42,47,54,59,61],interg:57,intergr:9,intermedi:[25,60],intern:[9,10,13,15,47],internet:[18,61],interpret:[3,8,31,41],interv:61,intrins:31,introduc:[3,18,48,59,61],introduct:[4,53],invalid:28,invari:54,invoc:17,invok:[3,9,15,41,47,59],involv:53,iob:8,ioe:8,ips:47,ipt:[9,37],ipython:16,is_discriminator_train:53,is_gener:[9,52,53,62],is_generator_train:53,is_kei:59,is_loc:15,is_predict:[57,59,61],is_seq:[9,37,59],is_sequ:59,is_stat:7,is_test:[55,60,61],is_train:3,isn:41,isol:32,isspars:39,issu:[31,32,41],item:[9,13,15,28],iter:[9,10,11,13,15,16,18,28,54,60,61],its:[3,8,9,10,16,18,21,39,41,44,47,52,53,54,57,61,62],itself:[10,18],java:26,jeremi:41,jie:[60,61],jmlr:9,job:[5,13,43,44,46,55,57,59,60,61,62],job_dispatch_packag:42,job_id:13,job_mod:52,job_nam:[23,47],job_namespac:47,job_path:47,job_workspac:42,jobpath:47,jobport0:47,jobport1:47,jobport2:47,jobport3:47,jobserv:23,johan:61,join:18,joint:[52,62],jointli:[10,62],journal:[60,61],journei:32,jpeg:54,jpg:55,json:[42,47,48,59],jth:10,judg:62,jupyt:[23,32],just:[3,6,8,9,10,13,21,22,30,38,42,46,47,52,54,59,60,61],jx4xr:47,jypyt:16,k8s_data:47,k8s_job:16,k8s_token:16,k8s_train:47,k8s_user:16,kafka:20,kaim:9,kaimingh:55,kebilinearinterpbw:41,kebilinearinterpfw:41,keep:[3,9,18],kei:[3,13,15,18,20,21,24,41,42,59,61],kernel:[9,41,57],key1:44,key2:44,key_pair_nam:47,keyid:47,keymetadata:47,keypair:47,keyserv:47,keystat:47,keyusag:47,keyword:3,kill:[18,47],kind:[2,3,16,18,30,47,48,53,57,59],kingsburi:60,kms:47,know:[3,10,16,21,30,39,41,47,59],knowledg:61,known:[53,61,62],kriz:[13,54],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:47,kubectl:48,kuberent:[18,47],kubernet:[16,18,40,42,49,50],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,57,59,60],l1_rate:7,l2_rate:7,l2regular:[54,57,61],label:[3,5,8,9,11,13,15,28,30,37,48,53,54,55,56,57,59,61],label_dict:60,label_dim:[9,57],label_fil:[28,60],label_lay:28,label_list:60,label_path:28,label_slot:60,labeledbow:61,labl:61,lag:44,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,46,52,60,61,62],larg:[12,13,60,61,62],larger:[3,7,8,9,42],last:[8,9,10,30,37,42,44,57,61,62],last_time_step_output:9,lastseen:48,late:61,latenc:[42,47],later:[17,31,38,47,57],latest:[9,18,32,38,48,61],latter:62,launch:[44,47,61],launcher:16,lawyer:58,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,28,30,37,40,43,44,52,53,54,55,57,59,60,61],layer_0:39,layer_attr:[9,37,46],layer_num:[46,55],layer_s:9,layer_typ:9,layerbas:39,layerconfig:39,layergradutil:39,layermap:39,layeroutout:9,layeroutput:[9,59],lbl:[8,54],ld_library_path:[31,34,42],lead:41,learn:[0,7,8,9,10,11,13,16,22,28,30,32,35,37,39,41,54,55,57,60,61,62],learnabl:9,learning_method:[30,52,54,57,59,61,62],learning_r:[7,22,30,52,54,57,59,61,62],leas:18,least:[8,9,18,31,58],leav:[3,47],lecun:13,left:[9,30,55],leman:62,len:[3,9,22,24,37,39,57,59,60],length:[9,10,13,22,37,44,48,61,62],less:[9,16,42,62],less_than:16,let02:48,let:[5,9,16,30,47,59],level:[7,9,42,44,53,59,61,62],lgtest:17,lgtest_main:17,lib64:[31,42,44],lib:27,libapi:17,libari:27,libcudnn:31,libjpeg:54,libpaddl:[26,27],libpaddle_capi:27,libpaddle_gserv:27,libpaddle_math:27,libpython:31,librari:[9,17,27,31,32,42,44,59],licens:60,life:18,like:[3,8,9,13,17,18,23,28,30,31,37,41,42,43,46,47,52,55,57,59,61,62],limit:[9,13,41,44],line:[2,3,5,8,13,17,23,25,30,38,40,41,42,46,47,52,54,55,59,60,61,62],linear:9,linearactiv:[9,30],linguist:60,link:[9,10,17,24,25,31,47,57,61],linux:[24,31,32,34,47,62],lipeng:52,lipton:61,list:[2,3,8,9,13,15,16,21,23,25,30,32,37,39,42,44,46,47,54,55,57,59,60,61,62],listen:44,literatur:61,littl:[2,3,22,44,57,61],lium:62,live:[18,32],liwicki:61,load:[2,3,5,9,16,18,30,44,47,55,59,60,61,62],load_featur:55,load_feature_c:55,load_feature_pi:55,load_missing_parameter_strategi:[43,44,46,52,60],load_uniform_data:53,loadparamet:5,loadsave_parameters_in_pserv:[43,44],local:[7,18,31,32,38,42,43,44,48,54,61],localhost:32,localpath:25,locat:[37,39,57,60],lock:[18,21,22],log:[3,21,25,38,39,42,44,47,48,54,59,60,61,62],log_barrier_abstract:44,log_barrier_lowest_nod:[43,44],log_barrier_show_log:[43,44],log_clip:[43,44],log_error_clip:[43,44],log_period:[44,46,48,53,54,57,59,60,61,62],log_period_serv:[43,44],logarithm:6,logger:3,logic:[3,42],login:32,longer:62,look:[3,23,30,42,43,47,48,53,57],lookup:57,loop:28,loss:[9,39,53,57,61,62],lot:43,low:9,lower:42,lowest:44,lpaddle_capi_shar:27,lpaddle_capi_whol:27,lst:59,lstm:[9,37,48,57],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_size:57,lstm_step:10,lstmemori:[10,37],lstmemory_group:9,ltr:9,lucki:30,mac:[27,31,32],machan:10,machin:[9,10,13,15,30,38,39,43,44,46,47,48,57,59,61,62],made:[3,18,22,30,37,58],mai:[3,9,28,32,38,41,47,58],main:[3,5,38,47,54,60,61],mainli:44,maintain:[9,21,47],majel:17,major:[32,38,53,55,61,62],make:[3,16,17,18,21,22,28,31,32,38,39,41,42,47,54,57,59,61],male:58,malloc:39,man:24,manag:[18,22,25,38,42],manageri:58,mandarin:9,mani:[0,9,10,21,30,32,44,57,58,59,61],mannal:42,manual:38,manufactur:62,mao:61,map:[3,9,13,15,16,21,44,54,55,59],map_read:13,mapreduc:16,marcu:61,mark:[3,37,60],mark_slot:60,market:[30,58,61],martha:60,mask:[7,9],master:[16,29,38,44,61],mat:[26,27],mat_param_attr:10,match:41,math:[10,26,39,41],matirx:9,matplotlib:54,matric:[5,37,39],matrix:[8,9,10,13,15,26,27,37,39,43,46,55,60],matrixptr:39,matrixtyp:27,matter:3,max:[3,7,9,13,41,44,46,54,57,59],max_id:[9,15,57],max_job_id:13,max_length:[9,37],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_printer_evalu:8,maxid:[8,57],maxid_lay:57,maxid_printer_evalu:8,maxim:[9,62],maximum:[8,13,22,37,41,44,57,60,61],maxinum:12,maxpool:9,mayb:[9,10,54],md5:[13,19],mean:[3,7,8,9,10,11,12,13,15,17,28,30,37,41,42,44,46,47,52,53,54,55,57,59,60,61,62],mean_img_s:54,mean_meta:55,mean_meta_224:55,mean_valu:55,measur:[30,41],mechan:[9,10,37,47,61],media:61,meet:60,mem:[9,23],member:[13,16],memcpi:41,memor:61,memori:[2,3,10,21,23,37,39,41,44,46,48,57,60,61,62],memory_nam:9,memory_threshold_on_load_data:44,mention:21,mere:10,merg:[22,38,44,52,62],mergedict:[52,62],messag:[30,44,48,59,61,62],meta:[42,54,55,57],meta_config:[42,59],meta_fil:59,meta_gener:[42,59],meta_path:54,meta_to_head:59,metadata:[24,47,48],metaplotlib:16,method:[3,9,11,15,32,39,41,44,46,57,59,61,62],might:[9,17,32,39,47],mileag:41,million:[13,46,58],min:[7,41,46,47,59],min_pool_s:3,min_word_freq:13,mind:42,mini:[3,9,13,15,18],mini_batch:28,minibatch:9,minibatch_data:13,minim:[3,11,30,44],minimum:9,minimun:44,minst:3,minut:[18,47,62],mirror:32,mislead:22,miss:[44,52,60],mit:47,mix:[10,37,60],mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,37,60],mixedlayertyp:9,mkdir:[25,31,32,47],mkl:31,mkl_path:31,mkl_root:31,ml_data:[42,59],mnist:[3,5,20,28],mnist_provid:3,mnist_random_image_batch_read:28,mnist_train:[3,28],mnist_train_batch_read:28,mod:60,modal:60,mode:[9,44,53,54,55,59,61,62],model:[1,2,5,9,10,13,18,19,38,39,40,44,47,59,60,61],model_config:[5,53],model_list:[44,46,60,61],model_output:61,model_path:46,model_zoo:[52,55],modifi:[5,37,38,39,42,47],modul:[2,3,5,10,13,15,30,31,54,55,57,59,60],modulo:9,momentum:[7,30,57],momentumoptim:[30,54],mon:48,monitor:[57,61],mono:9,month:[17,57,62],mood:61,more:[2,3,5,8,9,10,13,16,18,21,23,25,28,30,32,37,39,41,42,46,48,54,57,60,61,62],morin:9,mose:[61,62],moses_bleu:62,mosesdecod:61,most:[3,5,9,13,16,28,30,37,39,41,43,59,60,61,62],mostli:[54,58],mount:[23,32,47,48],mountpath:[47,48],move:[9,18,21,25,41,47,59,61],movement:[41,61],movi:[3,13,61],movie_categori:13,movie_featur:59,movie_head:59,movie_id:59,movie_info:13,movie_meta:59,movie_nam:59,movie_review:13,movieid:58,movieinfo:13,movielen:56,moving_average_fract:9,mpi:42,mse_cost:[30,59],much:[9,18,28,41],mul:39,mulit:42,multi:[9,39,43,44,55,62],multi_binary_label_cross_entropi:9,multi_crop:55,multinomi:9,multipl:[8,9,10,13,15,16,21,22,32,37,39,44,46,47,53,57,59,61],multipli:[8,9,39,54],multithread:3,music:58,must:[3,6,8,9,10,28,31,32,37,38,39,42,44,46,47,62],my_cluster_nam:47,my_cool_stuff_branch:38,my_external_dns_nam:47,mypaddl:48,mysteri:58,name:[3,7,8,9,10,12,13,15,16,18,20,22,23,27,30,32,37,39,41,42,44,46,48,49,50,52,53,54,55,57,59,61,62],name_prefix:20,namespac:[26,32,39,48],nano:38,nativ:9,natur:[21,46,60,61],nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,nearest:57,necessari:[3,9,22,31,39,42,57,61],necessarili:39,need:[3,9,10,13,16,17,21,22,23,25,30,31,32,34,37,38,39,42,43,44,46,47,48,53,54,55,57,59,60,61,62],neg:[3,8,9,57,60,61],neg_distribut:9,negat:60,neighbor:57,nest:[3,9,13],net:[9,10],net_conf:61,net_diagram:55,network:[2,3,5,7,8,9,11,13,14,15,16,18,28,30,32,39,41,42,44,52,61,62],network_config:46,networkadministr:47,neural:[3,5,9,10,11,13,15,16,18,30,41,44,52,53,55,61,62],neuralnetwork:9,neuron:[5,39,57,61],never:[13,28,47,48],newest:[22,38],newtork:61,next:[9,13,18,37,39,41,44,47,48,60,61,62],nfs4:47,nfs:47,nfsver:47,nginx:32,ngram:13,nic:[42,43,44],nil:21,nine:[13,60],nlp:[3,9],nltk:13,nmt:62,nnz:39,no_cach:3,no_sequ:[3,9,59],noah:61,noavx:[32,34],node:[9,17,39,42,44,47,48,61,62],node_0:47,node_1:47,node_2:47,nodefil:42,noir:58,nois:[9,18,53],noise_dim:53,non:[9,18,39,44,47],none:[2,3,5,7,8,9,10,11,12,13,15,16,30,37,55,57],nonlinear:39,norm:53,norm_by_tim:9,normal:[3,5,9,10,13,34,37,39,42,44,48,52,53,55],normzal:55,north:54,notat:9,note:[3,5,7,9,10,12,15,16,21,23,28,31,41,44,46,47,52,54,59,61],notebook:[23,32],noth:[6,15,44],notic:[37,39],novel:61,now:[0,3,9,17,18,30,32,38,44,47,53,59,60],np_arrai:13,nproc:31,ntst1213:62,ntst14:62,nullptr:39,num:[9,42,44,57,60,61,62],num_channel:[9,10,54],num_chunk_typ:8,num_class:[9,10,54],num_filt:[9,10],num_gradient_serv:[43,44],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,30,43,44,46,48,57,59,60,61,62],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[3,8,9,13,18,20,28,30,39,42,44,47,52,54,55,57,60,61,62],numchunktyp:8,numdevices_:46,numlogicaldevices_:46,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,20,28,30,31,53,55],numsampl:41,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,32],nvidia:[31,32,41,44],obj:[3,30,54,55,57,59],object:[3,5,7,9,10,11,13,15,16,26,41,53,54,55,57,60],observ:[11,30,39,41,62],obtain:[57,60,61],occup:[58,59],occur:[13,15,38],oct:48,odd:9,off:[27,32],offer:[5,60],offici:[32,47,54],offlin:[18,20],offset:[9,59],often:[42,57,62],ograd:39,old:[22,32,38,44],omit:57,on_init:3,on_travisexclud:31,onc:[3,9,18,21,32,38,39,47,57],one:[3,6,8,9,10,11,12,13,16,18,21,22,23,28,30,32,38,39,42,44,46,47,48,52,53,54,55,57,59,60,61,62],one_host_dens:59,one_hot_dens:59,onli:[2,3,5,8,9,10,12,13,15,16,17,21,22,23,25,30,31,37,38,39,41,43,44,46,47,48,52,55,57,58,61,62],onlin:[11,18,20,28],onto:47,open:[0,3,9,16,20,28,30,32,47,55,57,59,60],openbla:31,openblas_path:31,openblas_root:31,oper:[9,10,11,32,37,39,41,44,47,52,54,59],opinion:61,ops:17,ops_test:17,opt:[16,31],optim:[3,7,14,15,30,39,41,61],option:[3,8,9,16,17,30,38,39,42,46],order:[3,9,10,13,15,28,39,44,47,48,53,55,57,61,62],ordinari:61,oregon:47,org:[9,10,13,20,24,31,32,53],organ:[9,54,61,62],origin:[0,2,3,9,13,38,53,60,62],other:[3,8,9,10,13,18,22,25,31,32,34,37,38,46,47,48,52,53,54,55,57,58,59,60,61,62],otherchunktyp:8,otherwis:[2,9,13,16,18,22,28,37,42,46,59,62],our:[16,17,32,37,39,47,48,52,54,57,60,61,62],out:[9,15,16,17,21,30,37,41,44,47,48,54,61],out_dir:47,out_left:9,out_mem:37,out_right:9,out_size_i:9,out_size_x:9,outlin:45,outout_lay:15,outout_layer1:15,outout_layer2:15,outperform:60,output:[5,6,7,8,9,10,12,13,15,16,20,25,28,30,37,39,41,44,46,48,52,53,54,55,57,59,60,61,62],output_:[9,39],output_dir:55,output_fil:60,output_id:9,output_lay:[15,55],output_max_index:12,output_mem:[9,37],output_path:20,outputh:9,outputw:9,outsid:[3,9,10],outter_kwarg:3,outv:39,over:[2,9,10,16,38,39,41,57,60,61],overcom:61,overhead:41,overlap:39,overrid:[18,25,39],overview:[21,22],overwrit:25,owe:0,own:[22,32,38,42,47],pacakg:34,pack:32,packag:[3,13,21,23,32,33,47],pad:[37,57],pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,18,20,23,25,26,27,30,31,32,33,34,38,39,40,41,42,44,46,47,53,54,57,59,60,61,62],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:[26,27],paddle_exampl:23,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init_param:22,paddle_job:23,paddle_matrix:[26,27],paddle_matrix_cr:27,paddle_matrix_get_shap:26,paddle_matrix_shap:26,paddle_n:42,paddle_new_pserver_cli:22,paddle_on_cloud:23,paddle_output:48,paddle_paramet:22,paddle_port:42,paddle_ports_num:42,paddle_ports_num_for_spars:42,paddle_pserver2:42,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:52,paddle_save_model:22,paddle_send_grad:22,paddle_source_root:52,paddle_train:[27,29,42],paddledev:[47,48],paddlepaddl:[0,2,3,5,9,10,13,18,20,22,23,24,25,28,30,31,34,37,38,39,40,41,42,49,50,55,57,59,60,61],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[38,47,59],pai:32,pair:[8,60],palceholder_just_ignore_the_embed:52,palmer:60,paper:[9,52,53,55,60,61,62],paraconvert:52,paragraph:61,parallel:[41,44,46,47,48,62],parallel_nn:[7,43,44],param:[7,9,22,59],param_attr:[9,10,30,37],param_config_proto:22,paramattr:[7,9,30,37],paramet:[2,3,5,8,9,10,11,12,13,14,17,19,25,28,30,39,40,46,53,54,57,59,60,61,62],parameter_attribut:9,parameter_block_s:[43,44],parameter_block_size_for_spars:[43,44],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:39,parameters_:39,parameterset:16,parametris:11,paramt:[47,52],paramutil:59,paraphras:62,paraphrase_data:52,paraphrase_model:52,paraspars:39,parent:39,pars:[5,13,17,46,47,53,59,60],parse_config:[5,53],parser:59,part:[3,30,37,38,39,41,53,57,59,60,61,62],parti:[41,59],partial:[9,53],participl:52,particular:41,partit:[18,20,47],pass:[3,9,13,15,18,28,30,38,39,41,42,44,47,48,53,54,57,59,60,61,62],pass_id:15,pass_idx:28,pass_test:53,passtyp:39,password:42,past:[16,32,47],patch:24,path:[2,3,8,13,15,18,21,22,23,28,30,31,37,42,44,46,47,48,52,54,55,57,60,61,62],pattern:[13,18,26,30,47,59,61],paul:60,paus:18,pave:62,pdf:[9,10],pem:[16,20,47],pend:[18,21],penn:60,per:[9,13,18,22,28,44,54,57],perfom:[44,46],perform:[2,9,10,22,30,37,38,39,40,42,43,53,54,57,61,62],period:[2,18,44,57,59,60,61,62],perl:[61,62],permiss:47,peroid:9,persist:47,persistentvolum:47,persistentvolumeclaim:47,person:16,perspect:41,perturb:39,pfs:[20,25],pfsclient:20,pfspath:25,pgp:47,phase:30,photo:54,pick:[3,47],pickl:59,pictur:57,piec:[9,10,30],pillow:[23,54],pip:[31,38,42,54,59],pipe:58,pipelin:60,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,18,39,41,42,55,62],placehold:[30,52],plai:[60,61],plain:[2,8,9,15,23,27],plan:[18,39],platform:[0,30,47],pleas:[3,5,7,9,10,11,16,18,21,22,28,31,32,33,37,38,39,47,52,54,57,59,60],plot:[16,54],plotcurv:54,png:[54,55],pnpair_evalu:8,pnpairvalidationlay:44,pnpairvalidationpredict_fil:43,pod:[20,23,47,48],pod_nam:47,point:[18,23,30,41],polar:[13,61],polici:47,polit:61,poll:61,poo:54,pool3:39,pool:[3,10,14,54,57,59],pool_attr:10,pool_bias_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:57,pooling_typ:[9,57],poolingtyp:12,popular:[30,55],port:[17,32,42,43,44,47,48],port_num:43,ports_num:44,ports_num_for_spars:[43,44,46],pos:[59,61],pose:18,posit:[3,8,9,13,57,60,61,62],positive_label:8,possibl:[16,21,38,41,53],post1:31,post:[23,24],potenti:41,power:[57,62],practic:[9,30,37,39],pre:[3,9,10,13,16,32,47,48,52,54,60,61,62],pre_dictandmodel:52,precis:[8,31],precision_recall_evalu:8,pred:[57,60],predefin:61,predetermin:[9,44,62],predic:[13,60],predicate_dict:60,predicate_dict_fil:60,predicate_slot:60,predict:[3,4,8,9,11,15,30,37,42,44,52,57,62],predict_fil:44,predict_output_dir:[43,44,57],predict_sampl:5,predicted_label_id:57,prediction1:15,prediction2:15,predictor:59,predin:54,prefer:61,prefetch:39,prefix:[18,20,47],pregrad:39,preinstal:31,premodel:52,prepar:[5,23,49,57],preprcess:61,preprocess:[13,37,42,48,61],prerequisit:31,present:[16,55,60,62],preserv:25,pretti:30,prev_batch_st:[43,44],prevent:[2,11,16,18,21],previou:[9,10,18,25,39,44,47,60,62],previous:[9,48,55],price:[13,30],primarili:61,principl:16,print:[7,15,16,30,37,44,52,57,59,60,61,62],printallstatu:41,printer:8,printstatu:41,prite:8,privat:27,privileg:47,prob:[8,15,53],probabilist:[9,52],probability_of_label_0:57,probability_of_label_1:57,probabl:[8,9,15,37,38,55,57,60],problem:[5,9,11,16,17,57,60,61],proc:32,proc_from_raw_data:57,proce:[13,18,28,47],procedur:[52,60,62],proceed:[9,60],process:[2,3,5,7,9,10,16,20,21,30,32,37,42,44,46,47,48,52,54,55,57,59,60,61,62],process_pr:57,processdata:[54,55],processor:41,prod:32,produc:[10,13,18,28,32,55,57],product:[0,23,32,39,47,57,61],productgraph:48,profil:[25,31],proflier:41,program:[2,13,16,20,22,28,32,41,42,44],programm:58,progress:[18,21,44],proivid:3,proj:9,project:[9,10,23,27,31,37,39,59],promis:[9,10],prompt:[25,38],prone:16,prop:60,propag:[11,44,46],properli:57,properti:[3,44],propos:62,proposit:60,protect:39,proto:12,protobuf:[23,31],protocol:[22,44],prove:57,proven:62,provid:[0,9,13,16,22,23,30,32,37,41,42,47,52,53,54,55,58,61],providermemory_threshold_on_load_data:43,provis:47,provod:3,prune:9,ps_desir:18,pserver:[23,42,43,44,47],pserver_config_proto:22,pserver_cpu:23,pserver_id:19,pserver_mem:23,pserver_num_thread:[43,44],pserverstart_pserv:43,pseudo:[16,23],psize:39,ptr:27,pull:[29,32,52,62],punctuat:61,purchas:57,purpos:[0,18,41],push_back:39,put:[18,32,39,42,48,57],pvc:47,pwd:32,py_paddl:[5,13,53],pydataprovid:[2,3,57],pydataprovider2:[4,5,30,37,57,59,61],pyramid:9,pyramid_height:9,python:[2,3,4,15,16,26,29,30,31,38,42,52,53,54,60,61,62],pythonpath:54,pzo:61,qualifi:31,qualiti:57,queri:[9,47,62],question:[9,16,47,60],quick:[44,48,56,62],quick_start:[23,47,48,49,57],quick_start_data:48,quickli:30,quickstart:48,quit:41,quot:58,rac:9,rais:13,ramnath:61,ran:41,rand:[41,44,46,53,60],random:[3,7,9,13,20,28,30,44,53,54,60],random_imag:20,randomli:61,randomnumberse:43,rang:[3,9,13,20,28,44,46,54,58,60],rank:[9,16,47,55,57],rare:3,rate:[7,8,11,13,22,39,42,54,57,59,61,62],rather:[5,23,47,61],ratio:44,raw:[9,30,57,61],raw_meta:59,rdma:[31,44],rdma_tcp:[43,44],reach:[18,41,60],read:[2,3,13,15,16,18,20,28,30,37,42,47,55,57,59],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,20,62],reader_cr:20,reader_creator_bool:28,reader_creator_random_imag:[13,28],reader_creator_random_image_and_label:[13,28],readi:[18,30,47,48,54],readm:[27,58,59,61],readonesamplefromfil:3,readwritemani:47,real:[3,28,30,53],realist:16,reason:[10,16,18,32,48],rebas:38,recal:8,receiv:[18,23],recent:62,reciev:44,recogn:54,recognit:[3,9,55,61],recommand:3,recommend:[2,10,16,32,37,39,42,44,59],recommonmark:31,recompil:41,record:[21,47,59,60],recordio:[16,20,21],recov:[18,30,53],recoveri:21,rectangular:9,recurr:[60,61],recurrent_group:[10,37],recurrentgradientmachin:27,recurrentgroup:8,recurrentlay:44,recurs:25,recv:47,reduc:[11,42,44,46],refer:[2,5,7,9,10,11,18,21,22,37,39,42,48,52,54,57,59,62],referenc:[9,21],reflect:21,regard:60,regardless:62,regex:59,region:[41,60],regist:[39,41],register_gpu_profil:41,register_lay:39,register_timer_info:41,registri:[23,32,48],regress:56,regular:[7,39,47,54,57,61],rel:[2,10,42],relat:[3,18,23,32,34,48,59,61],relationship:[13,30,53],releas:[29,31,32,34,47,58,60],relev:[60,62],reli:31,reliabl:18,relu:[9,39],remain:57,rememb:9,remot:[7,38,39,42,44,46,47],remoteparameterupdat:44,remov:[13,25,42,44,61],renam:[25,62],reorgan:9,replac:[17,21,32,61],replicaset:23,repo:38,report:[21,41,42],reportdataset:21,repositori:38,repres:[3,5,9,13,21,37,39,47,54,57,58],represent:[22,57,61],reproduc:62,request:[18,29,47,48,52,62],requir:[2,8,9,16,18,22,23,25,39,42,47,48,53,54,57,59],requrest:38,res5_3_branch2c_bn:55,res5_3_branch2c_conv:55,res:60,research:[9,13,54,58,61],resembl:61,reserv:[3,25],reserveoutput:39,reset:[9,18],reshap:28,reshape_s:9,residu:55,resnet:56,resnet_101:55,resnet_152:55,resnet_50:55,resolv:[38,48],resourc:[32,47],respect:[3,30,37,39,44,54,55,60,62],respons:[9,47,48],rest:[3,9,23,24,30],restart:[18,22,47,48],restartpolici:[47,48],restrict:44,resu:28,result:[5,6,8,9,15,21,37,41,44,47,54,55,57,59,60,61],result_fil:[8,37],ret_val:59,retir:58,retran:47,retriev:[39,48],return_seq:10,reuqest:29,reus:[28,39],reveal:16,revers:[9,10,37,60,61],review:[13,38,48,57,61],reviews_electronics_5:48,revis:57,rewrit:[17,62],rgb:9,rgen:61,rho:11,rich:30,right:[3,9,17,23,55],rkt:23,rmsprop:57,rmspropoptim:59,rnn:[9,10,40,43,57,61],rnn_bias_attr:37,rnn_layer_attr:37,rnn_out:37,rnn_step:9,rnn_use_batch:[43,44],rnnlm:13,robot:54,role:[13,16,21,22,37,47,56,61],roman:61,romanc:58,root:[11,12,42,47,48],root_dir:42,rot:9,roughli:[3,53],routin:59,routledg:61,row:[5,8,9,13,39,55],row_id:9,rpc:21,rpcserver:21,rsize:47,rtype:[9,59],rule:[39,47],run:[16,18,23,32,38,39,40,41,44,47,49,50,52,54,55,57,59,61,62],runinitfunct:41,running_on_cloud:23,runtim:[2,3,31,32,42],s_fusion:59,s_id:59,s_param:53,s_recurrent_group:37,sacrif:2,safe:23,sai:[30,44,46],sake:39,sale:58,same:[3,5,8,9,10,16,21,22,37,42,46,47,52,57,59,60,61,62],samping_id:9,sampl:[3,5,8,13,42,44,46,52,53,55,57,59,60,61,62],sample_dim:53,sample_id:8,sample_num:8,santiago:61,satisfi:[42,47,57],save:[3,9,13,18,20,21,22,23,30,44,46,47,48,54,55,57,59,60,61,62],save_dir:[30,44,46,48,53,54,57,59,60,61,62],save_only_on:[43,44],saving_period:[43,44],saving_period_by_batch:[43,44,46,57],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,55,58,59],scalingproject:9,scan:21,scatter:9,scenario:[30,43],scene:43,schdule:47,schedul:[21,23,47,53],scheduler_factor:7,schema:52,scheme:[8,60],schmidhub:61,schwenk:62,sci:58,scienc:61,scientist:[0,58],score:[8,9,59,61,62],screen:59,scrip:57,script:[5,13,42,47,54,55,57,60,61,62],seaplane_s_000978:54,search:[9,18,31,37,44,60,62],seat:62,second:[3,9,13,16,25,28,30,32,38,42,52,55,57,58,59,61],secret:47,section:[3,37,39,42,47,57],sed:61,see:[3,5,9,10,16,18,30,32,38,41,47,52,53,55,57,59,61,62],seed:[41,44],seem:17,segment:8,segmentor:52,sel_fc:9,select:[9,38,47,58,62],selectiv:9,selector:48,self:[30,39,58,61],selfnorm:9,semant:[13,16,29,37,56,61],semat:16,sen_len:60,send:[18,22,44,47],sent:[16,22,48],sent_id:37,sentenc:[3,9,13,37,57,60,61,62],sentiment:[3,30,56,57,60],sentiment_data:61,sentiment_net:61,sentimental_provid:3,separ:[3,8,44,52,57,58,59,60,62],seq:[9,13,59],seq_pool:9,seq_text_print:8,seq_to_seq_data:[52,62],seq_typ:[3,13,59],seqtext_printer_evalu:[8,37],seqtoseq:[9,37,52,62],seqtoseq_net:[9,37,52,62],sequel:3,sequenc:[3,6,8,9,10,12,13,39,52,57,59,60,61,62],sequence_conv_pool:57,sequence_layer_group:9,sequence_nest_layer_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9],sequenti:[9,37,57,60],seri:[10,61],serial:[3,15,21,22],serv:[32,41,47,53],server:[16,17,32,39,42,43],serverless:18,servic:[32,58],session:[32,41],set:[2,3,5,7,8,9,10,13,15,16,18,23,30,31,32,34,37,39,40,41,42,43,44,46,47,48,52,54,55,57,58,59,60,61,62],set_active_typ:39,set_default_parameter_nam:7,set_drop_r:39,set_input:9,set_siz:39,set_typ:39,setp:47,settup:39,setup:[3,32,39,57],sever:[3,9,42,46,47,56,57,59,60,61,62],sgd:[11,15,16,18,23,42,53,61,62],sgdasync_count:43,shallow:60,shape:[9,15,55],shard:[18,19,20,21,22,47],share:[9,17,27,31,32,41,44,48,60],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[26,27],shell:[47,55],shift:55,ship:54,shold:61,shop:61,shorten:9,shorter:55,should:[3,5,8,9,13,15,16,22,23,28,30,34,37,38,42,47,54,57,59,60,61,62],should_be_fals:16,should_be_tru:16,should_shuffl:[3,60],shouldn:38,show:[5,11,13,18,25,30,38,44,47,48,52,55,57,59,60,61,62],show_check_sparse_distribution_log:[43,44],show_layer_stat:[43,44],show_parameter_stats_period:[43,44,46,48,57,60,61,62],shown:[3,8,9,16,37,39,41,47,53,54,55,57,59,61,62],shrink:39,shuf:59,shuffl:[3,13,59,61],sid:47,side:[9,15,55],sig:47,sigint:42,sigmoid:[9,10,39],sign:[24,47],signal:42,signatur:47,signific:41,similar:[9,28,47,57,59],similarli:[9,60],simpl:[2,3,6,8,9,10,13,15,31,32,38,41,44,57,59,60,61],simple_attent:37,simple_gru:57,simple_lstm:[9,57],simple_rnn:[9,37],simplest:47,simpli:[2,9,16,22,31,32,37,38,41,52,55,59,61,62],simplifi:[16,39,48],simultan:47,sinc:[9,18,21,28,30,32,41,47,53,57,58,62],sincer:[38,61],singl:[3,8,10,13,18,32,39,42,48,55,57,60,62],sinlg:15,site:47,six:[52,60,62],size:[3,8,9,10,11,13,18,20,28,30,37,39,42,44,53,54,55,57,58,59,60,61,62],size_a:9,size_b:9,size_t:39,sizeof:52,skill:62,skip:[28,30,42,47,55],slide:[9,11,13,18],slightli:54,slope:9,slot:[59,60],slot_dim:59,slot_nam:59,slottyp:59,slow:[3,41],small:[3,13,39,42,44,54,62],small_messag:[43,44],small_vgg:54,smaller:[9,18],smith:61,smooth:9,snap:48,snapshot:[19,47],snippet:[37,39,41,47,57],social:61,sock:23,sock_recv_buf_s:[43,44],sock_send_buf_s:[43,44],socket:44,softmax:[9,10,16,37,39,52,57,60,61],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[37,57],softwar:[32,41],solv:[16,60],solver:62,some:[3,7,9,13,15,16,17,21,22,23,30,31,38,39,41,43,44,46,47,53,57,58,59,60,61,62],some_c_api_funct:27,some_inst:27,some_python_class:26,somecppclass:26,somedata:15,somegotyp:26,someth:[3,9],sometim:[11,28,41,61],somewhat:22,soon:18,sophist:[30,39,42],sort:[9,13,44,47,59,61,62],sourc:[0,9,13,17,25,27,28,30,32,37,38,47,48,52,57,59,62],source_dict_dim:37,source_language_word:37,space:[8,32,37,41],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,39,42,44,47,57],sparse_binary_vector:[3,13,57],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:39,sparseprefetchrowcpumatrix:39,spatial:[9,54],speak:[37,62],spec:[47,48],specfii:44,speci:54,special:[9,22,31,52,57,62],specif:[2,25,46,54,57,59],specifi:[2,3,8,9,13,16,21,22,23,25,30,31,37,39,44,47,53,54,55,57,58,59,61,62],speech:9,speed:[10,32],spefici:55,sphinx:[26,31,32],sphinx_rtd_them:31,split:[3,9,42,46,47,52,55,57,60],split_count:47,sql:2,squar:[9,11,12,30],squarerootnpool:9,squash:62,srand:44,src:[17,62],src_backward:37,src_dict:37,src_embed:37,src_forward:37,src_id:37,src_root:5,src_word_id:37,srl:[13,60],ssd:9,ssh:[32,42,47,48],sshd:32,ssl:31,sstabl:16,stabl:[29,47],stack:[30,47,57,60],stacked_lstm_net:61,stacked_num:61,stackexchang:9,stage:42,stake:62,stale:[18,38],stamp:41,standard:[7,52,54,60,61,62],stanford:[13,48],star:58,start:[9,15,18,21,22,23,30,32,37,38,41,42,44,51,52,56,59,62],start_pass:[43,44],start_pserv:44,startup:[18,23,47],stat:[31,41,44,60,61,62],state:[9,10,18,30,37,44,48,53,60,62],state_act:[9,10],statement:[39,47],staticinput:[9,37],statist:[9,44,57,60,61,62],statset:41,statu:[23,38,41,47,48],status:48,std:[17,26,27,39,44],stderr:42,stdout:42,step:[5,9,10,12,18,22,32,37,39,41,42,47,48,57,59,60,61,62],still:[21,55],stmt1482205552000:47,stmt1482205746000:47,stochast:[11,18,21],stock:61,stop:[9,32,42,44,48,59],storag:[24,47,48,54],store:[8,9,13,39,42,44,47,48,52,54,55,57,59,60,61,62],str:[15,23,46],straight:38,strategi:[3,12,18,44,60],street:[9,60],strength:53,strict:28,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,21,25,39,44,47,61],strip:[57,59,60],struct:[21,22,24,27],structur:[13,21,42,47,52,54,57,59,60,61,62],sts:47,stub:9,student:58,stuff:38,stun:3,style:[3,9,31,38],sub:[8,9,13,16,37,39,54,57,62],sub_sequ:[3,9],subcommand:25,subgradi:11,submit:[38,43,44,47],subnet0:47,subnet:[16,47],subobjectpath:48,subsequenceinput:9,subset:[39,62],substanti:55,substitut:62,succe:61,succeed:[21,48],success:[22,47,48,55,60],successfulcr:48,successfuli:61,successfulli:[55,59,61],successor:[44,62],sucessfulli:62,sudo:[31,34,47,54],suffic:[28,30],suffici:44,suffix:[23,62],suggest:[9,17,41],suitabl:[38,44,54],sum:[9,11,19,37,39],sum_:9,sum_evalu:8,summar:[57,61],sumpool:9,support:[7,8,9,12,13,18,23,28,31,32,34,37,39,41,44,47,60],suppos:[17,30,39,57],suppress:25,sure:[38,39,47,54,61],survei:61,swagger:24,swap_channel:55,swig:[5,26,27,31],swig_paddl:[5,13,53],symbol:[9,27],sync:[18,38,44,53],syncflag:39,synchron:[11,18,21,42,44,47],syntact:60,syntax:[28,59],synthect:30,synthes:53,synthet:30,sys:55,system:[17,18,22,24,31,32,42,48,57,60,61,62],t2b:52,t_i:9,tab:[32,57],tabl:[3,9,55,57,62],tableproject:9,tag:[8,13,32,37],tagtyp:8,take:[3,5,8,9,10,16,17,37,39,41,47,48,53,60,62],taken:[3,60],tanh:[9,10,39],tanhactiv:37,taobao:61,tar:[31,47],tarbal:47,target:[9,13,15,17,37,52,57,62],target_dict_dim:37,target_dictionary_dim:9,target_language_embed:9,target_language_word:37,target_link_librari:17,targetinlink:9,task:[3,8,9,30,37,46,52,55,60,61,62],task_queu:21,taskentri:21,taskqueu:21,tconf:61,tcp:[44,47],teach:57,tear:41,technic:18,technician:58,techniqu:[37,39],tee:[48,54,59,60,61,62],tell:[18,21,22,32,41,59],tellig:61,templat:[48,60],tempor:[9,57,60],temporari:23,tensor:17,tensor_test:17,term:[9,10,18,60,61],termin:48,terminolog:30,tese:2,tesh:60,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,27,28,29,31,32,34,38,41,42,43,52,54,55,57,58,62],test_all_data_in_one_period:[48,54,59,60,61],test_data:62,test_fcgrad:39,test_gpuprofil:41,test_layergrad:39,test_list:[3,30,54,57],test_part_000:61,test_pass:[43,44,46,62],test_period:[43,44,46],test_ratio:59,test_wait:[43,44],testa:16,testb:16,testbilinearfwdbwd:41,testconfig:39,tester:[59,62],testfcgrad:39,testfclay:39,testlayergrad:39,testmodel_list:43,testq:16,testresult:15,testsave_dir:43,testutil:39,text1:25,text:[2,3,8,10,13,16,32,37,47,52,56,57,59,61],text_conv:57,text_conv_pool:59,text_fil:[13,61],tflop:41,tgz:[13,31],than:[3,5,7,8,9,10,18,23,31,32,37,39,42,47,55,60,61,62],thank:[0,52,62],thei:[3,16,17,18,22,25,30,32,37,39,41,42,43,47,55,61],them:[2,3,10,16,18,23,28,30,32,37,41,43,44,47,54,55,57,59,61,62],theori:41,therefor:31,therein:9,therun:55,thi:[2,3,7,8,9,10,11,13,15,16,17,18,21,22,23,28,30,31,32,34,37,38,39,41,42,44,46,47,48,52,53,54,55,57,58,59,60,61,62],thing:[3,30,37,38,41,59,60],think:[16,17],third:[9,18,41,55,61],those:[17,18,55,60],thought:[17,41],thread:[39,41,44,46,59,60,61,62],thread_local_rand_use_global_se:[43,44],threadid:46,threadloc:41,three:[3,8,9,18,28,30,37,44,53,55,61,62],threshold:[7,8,18,21,44,61],thriller:58,through:[5,9,18,21,37,39,41,42,52,53,54,61,62],throughout:57,throughput:41,thu:[3,9,30,39,47,62],tier:48,tight:31,time:[3,9,10,12,13,16,17,18,21,28,30,37,41,44,46,48,57,58,60,61,62],timelin:[9,41],timeo:47,timeout:[18,21],timer:31,timestamp:[9,19,58],timestep:[3,9],titil:59,titl:[13,38,58,59],tls:24,tmall:61,todo:[8,10,13,18,21],toend:9,togeth:[3,9,10,13,15,37],token:[8,9,16,37,52,61,62],too:[13,32,34],tool:[32,37,38,47,61],toolchain:31,toolkit:[31,34],top:[8,55,60],top_k:8,topolog:[13,16,18],topolopi:15,toronto:[13,54],total:[8,15,18,28,41,42,48,52,62],total_pass:28,touch:61,tourism:61,tourist:62,toward:30,tra:62,track:[18,21],tractabl:9,tradesman:58,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,9,11,13,20,21,22,37,39,40,41,43,49,50,55],train_conf:[52,62],train_config_dir:47,train_data:62,train_id:47,train_list:[3,30,54,55,57],train_part_000:61,trainabl:9,traindot_period:43,trainer:[3,5,16,19,20,21,30,39,42,44,46,53,57,60,61,62],trainer_config:[2,3,30,42,47,48,57,59,61],trainer_config_help:[3,30,39,54,57,59],trainer_count:[43,44,46,47,48,59,60,61,62],trainer_cpu:23,trainer_cr:23,trainer_gpu:23,trainer_id:[44,47],trainer_mem:23,trainer_packag:23,trainerintern:[57,59,62],training_machin:53,trainingtest_period:43,trainonedatabatch:53,tran:[39,44],trane:3,transact:[18,21,61],transfer:[2,3],transform:[9,37,39,53,54,57,60],transform_param_attr:10,translat:[9,10,30,52,59,61,62],transpar:42,transport:44,transpos:[9,39,53],transposedfullmatrixproject:9,travel:3,travi:[31,38],treat:[9,22,37],treatment:22,tree:[9,38,44,62],trg:62,trg_dict:37,trg_dict_path:37,trg_embed:37,trg_id:37,trg_ids_next:37,triain:2,tricki:26,trivial:3,trn:57,truck:54,true_imag:28,true_label:28,true_read:28,truth:[8,9,57,62],tst:57,tune:[7,40,57,59,62],tuninglog_barrier_abstract:43,tupl:[3,9,13,15,28],ture:9,turn:[9,28,53],tutori:[32,37,38,39,41,42,47,48,49,50,55,57],tweet:61,twelv:62,twitter:61,two:[2,3,9,10,16,22,23,25,28,30,32,37,41,42,46,47,52,53,54,55,57,59,60,61,62],txt:[3,17,23,25,39,42,47,57,59,61],type:[3,8,9,10,12,13,15,16,18,21,23,24,25,26,27,28,30,32,37,39,44,46,47,48,54,55,57,59,60],type_nam:59,typedef:[22,26,27],typic:[5,8,32,41,61],ubuntu:[29,34],ubyt:28,uci:13,ufldl:9,uid:48,uint32:24,uint64:26,uint64_t:26,unawar:22,unbalanc:44,unbound:37,unconstrain:61,under:[21,30,31,32,47,58,61],underli:30,understand:[32,41,52,54,61],understudi:62,undeterminist:41,unemploi:58,unexist:60,uniform:[7,9,13,20,28,44,53],uniqu:[16,18,23,38,44,47],unique_ptr:39,unit:[9,10,17,30,31,32,37,38,60],unittest:27,unittestcheckgrad_ep:43,univ:62,unix:42,unk:[52,62],unk_idx:[57,60],unknown:9,unlabel:61,unlik:[60,61,62],unseg:9,unsup:61,unsupbow:61,until:[18,22,42,47,60],unus:59,unzip:59,updat:[7,9,18,21,22,24,31,39,42,44,46,61],update_equ:15,updatecallback:39,updatestack:47,upload:[18,23,24],upon:[0,60],upstream:38,uri:47,url:[13,34,61],urls_neg:61,urls_po:61,urls_unsup:61,usag:[2,3,8,9,10,13,15,30,41,52,53,59],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,18,30,31,32,33,34,37,38,39,41,42,44,46,47,48,52,53,54,55,57,58,59,60,61,62],use_global_stat:9,use_gpu:[43,44,46,48,53,54,55,57,59,60,61,62],use_jpeg:54,use_old_updat:[43,44],use_seq:[30,59],use_seq_or_not:59,used:[2,3,5,8,9,10,11,12,13,15,16,18,28,30,33,34,37,39,41,42,43,44,46,47,52,54,55,57,59,60,61,62],useful:[2,3,9,10,37,39,46,57,60,61],usegpu:[39,53],useless:42,user:[2,3,7,9,10,13,15,16,20,21,23,25,28,30,32,38,42,43,44,47,55,57,60],user_featur:59,user_head:59,user_id:59,user_info:13,user_meta:59,user_nam:[20,59],usercert:20,userid:58,userinfo:13,userkei:20,usernam:[20,38],uses:[3,18,37,38,39,44,47,54,55,57,59,62],using:[2,3,5,7,9,10,13,16,17,18,21,22,23,25,28,30,32,37,38,39,41,44,46,47,48,52,53,54,55,57,60,61],usr:[31,42,44,47],usrdict:52,usrmodel:52,usual:[9,13,15,23,30,31,41,44,46,47,61],utf:52,util:[5,31,37,39,41,54,59,61],uuid:19,v28:9,valid:[28,47,55,61],valu:[3,5,7,8,9,11,12,13,15,18,30,37,39,44,46,47,53,54,55,60,61],value1:44,value2:44,value_printer_evalu:8,value_rang:13,vanilla:37,vanish:61,vari:[41,47],variabl:[3,9,13,16,30,31,34,39,42,47,48,61],varianc:[9,55],variant:32,vast:38,vector:[3,9,10,13,16,22,37,39,52,57,59,61,62],vectorenable_parallel_vector:43,verb:[13,60],verbos:25,veri:[3,9,12,21,37,41,54,57,61],verifi:[38,39],versa:31,version:[9,10,23,25,29,31,32,34,39,41,42,43,44,47,48,52,54,58,60,61,62],versu:16,vertic:[9,55],vgg:[10,54],vgg_16_cifar:54,via:[18,28,31,41,42,47,57],vice:31,view:9,vim:38,virtual:32,virtualenv:59,visibl:32,vision:54,visipedia:54,visual:[9,32,41],viterbi:60,voc_dim:57,vocab:61,volum:[32,48],volumemount:[47,48],volumn:47,voluntarili:58,vutbr:13,wai:[3,9,10,16,22,30,32,37,39,42,46,59,60,62],wait:[11,18,22,44],walk:[5,53],wall:60,want:[3,9,10,16,23,28,30,31,32,39,44,46,52,55,57,59,60,61],war:58,warn:[9,25],warp:[9,41],watch:18,wbia:[47,55],web:32,websit:[54,57,60,61],wei:[60,61],weight:[8,9,10,11,37,39,44,46,54,55],weight_act:10,weightlist:39,weights_:39,weights_t:39,welcom:[17,59,61],well:[23,32,39,44,47,54,57],were:17,west:47,western:58,wether:9,what:[7,9,10,11,17,30,42,57,59],wheel:31,when:[2,3,7,8,9,13,15,17,18,21,22,23,25,34,37,38,39,41,44,46,47,48,52,53,54,60,61,62],whenev:59,where:[3,9,10,11,16,18,30,37,39,41,42,44,46,52,55,60,62],wherea:21,whether:[8,9,10,28,39,44,53,54,59,61,62],which:[0,2,3,5,8,9,10,11,13,16,18,20,21,22,23,28,30,34,37,39,41,42,44,46,47,53,54,55,57,58,59,60,61,62],whichev:53,whl:31,who:[52,55,58],whoever:22,whole:[3,8,13,26,27,47,48,57,58,59,62],whole_cont:59,whose:[3,9,13,18,37,59,60],why:[10,27],wide:60,width:[8,9,13,26,28,39,54,62],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,32,61],wise:9,with_avx:32,with_avxcompil:31,with_coveragecompil:31,with_doccompil:31,with_doubl:39,with_doublecompil:31,with_dsocompil:31,with_gpu:32,with_gpucompil:31,with_profil:41,with_profilercompil:31,with_pythoncompil:31,with_rdmacompil:31,with_style_checkcompil:31,with_swig_pycompil:31,with_test:32,with_testingcompil:31,with_tim:41,with_timercompil:31,within:[9,21,30],without:[8,9,18,22,28,42,61],wmt14:62,wmt14_data:62,wmt14_model:62,wmt:62,wmt_shrinked_data:13,woboq:32,won:[41,55],wonder:3,word2vec:23,word:[3,8,9,13,37,46,56,59,60,61,62],word_dict:[57,60],word_dim:57,word_id:3,word_idx:13,word_slot:60,word_vector:57,word_vector_dim:[9,37,52],words_freq_sort:13,work:[3,5,13,16,17,18,28,31,37,38,39,41,42,44,47,48,57,59],worker:47,workercount:47,workflow:[32,38,47],workspac:[32,44,59],worri:30,wors:53,would:[15,17,18,28,32,42,47,53,57,60],wrap:60,wrapper:[10,17,41],writ:59,write:[3,13,16,18,28,32,37,38,40,42,47,54,59,60,62],write_lock:19,writelin:30,writer:[16,58],written:[59,61],wrong:[3,28],wsize:47,wsj:60,www:[9,13,54,62],x64:31,xarg:39,xgbe0:44,xgbe1:44,xiaojun:61,xrang:[28,30,39],xxbow:61,xxx:[16,55,62],xxxx:19,xxxxxxxxx:47,xxxxxxxxxx:47,xxxxxxxxxxxxx:47,xxxxxxxxxxxxxxxxxxx:47,xzf:31,y_i:9,y_predict:30,yaml:[47,59],yancey1989:23,yann:13,year:58,yeild:[15,54],yield:[3,13,16,20,28,30,37,57,59,60,61],you:[2,3,5,7,9,10,23,30,31,32,34,37,38,39,41,42,44,46,47,52,53,54,55,57,59,60,61,62],your:[3,9,16,17,23,25,31,32,39,41,42,46,47,57,61],your_access_key_id:47,your_secrete_access_kei:47,your_source_root:27,yum:31,yuyang18:[10,13],zachari:61,zeng:61,zero:[3,7,9,11,13,18,39,44,47,57],zhidao:52,zhou:[60,61],zip:[13,58],zone:47,zxvf:47},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","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0d\u4f7f\u7528":26,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":26,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":26,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":26,"\u4ec5\u4ec5\u4f7f\u7528void":26,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":26,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":27,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":27,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":24,"\u5206\u652f\u89c4\u8303":29,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":26,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":26,"\u539f\u56e0\u5217\u8868":26,"\u53c2\u8003\u6587\u6863":24,"\u540d\u8bcd\u89e3\u91ca":24,"\u57fa\u672c\u8981\u6c42":26,"\u5b9e\u73b0":26,"\u5b9e\u73b0\u65b9\u5f0f":27,"\u5bfc\u51fac":26,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":26,"\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":24,"\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":27,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":24,"\u6846\u67b6\u751f\u6210":24,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":24,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":27,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":24,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":24,"\u76ee\u5f55\u7ed3\u6784":27,"\u76ee\u6807":24,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":26,"\u7c7b":26,"\u7f16\u8bd1\u9009\u9879":27,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":26,"\u80cc\u666f":26,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":24,"\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":26,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":29,"case":46,"class":39,"filemanager\u8bbe\u8ba1\u6587\u6863":24,"function":[17,52],"new":39,"paddle\u52a8\u6001\u5e93\u4e2d":26,"paddle\u53d1\u884c\u89c4\u8303":29,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":29,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":26,"return":28,AWS:47,Abs:6,DNS:47,EFS:47,For:48,KMS:47,The:22,Use:[46,48],Using:[22,32,38],With:[23,32],about:0,access:47,account:47,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,add:47,address:47,addto:9,adversari:53,aggreg:9,aggregatelevel:9,algorithm:[18,57],analysi:61,api:[1,4,27,32],appendix:57,applic:4,approach:41,architectur:[37,57],argument:[25,28,43,46,57],asset:47,associ:47,async:44,attent:37,attribut:7,auc:8,avg:12,aws:47,background:30,base:23,basepool:12,batch:28,batch_norm:9,batch_siz:28,beam_search:9,between:16,bidirect:61,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:62,block_expand:9,book:32,brelu:6,bucket:47,build:[31,33,48],built:41,cach:3,capi:27,capi_priv:27,cento:31,check:[9,39,42],checkpoint:[18,19],chines:52,choos:47,chunk:8,cifar:13,classif:[8,54],classification_error:8,classification_error_print:8,client:22,clone:38,cloudform:47,cluster:[42,46,47],cmake:17,code:[23,38],column_sum:8,command:[45,46,57,62],commit:[38,48],common:44,commun:44,compos:28,concat:9,concept:47,config:[4,46,59,60],configur:[14,37,40,42,47,57,59],conll05:13,connect:9,contain:[32,48],content:[27,41,47],context_project:9,contribut:38,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[54,57],core:47,cos_sim:9,cost:9,cpu:[32,46],creat:[28,38,47,48],creation:21,creator:28,credenti:47,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:28,dat:58,data:[9,13,18,28,30,37,47,48,52,53,54,57,59,60,61,62],datafeed:13,dataprovid:[3,4,44],dataset:[13,18,21,58,59,62],datatyp:13,date:38,debian:34,decayedadagrad:11,decor:28,defin:[47,57,61,62],delet:47,delv:54,demo:47,depend:31,deploi:23,deriv:39,descript:[25,44,53,58,60],design:[16,18,21,22,28],destroi:47,detail:[44,54],develop:[32,40],devic:46,dictionari:[28,52],differ:46,directori:47,dispatch:[18,21],distribut:[16,18,23,42,44,47],doc:[16,18,21,22,28],docker:[23,32,48],document:[32,51],dotmul_oper:9,dotmul_project:9,down:47,download:[31,47,48,52,55,59,62],dropout_lay:10,dylib:27,dynam:18,ec2:47,elast:47,embed:[9,52,57],entri:28,environ:23,eos:9,equat:39,evalu:[8,30,59],evalutaion:62,event:[15,16],exampl:[16,17,27,52,53],exercis:54,exp:6,expand:9,expandlevel:9,extern:47,extract:[52,55,59,62],fault:18,featur:[55,58,59,60],field:59,file:[47,48,57,58,59],find:47,first_seq:9,fork:38,format:[18,57],from:[16,31,33],full_matrix_project:9,fulli:9,gan:53,gate:37,gener:[37,53,62],get:[35,48],get_output:9,github:38,gpu:[32,41,44,46],gradient:[22,39],gradient_print:8,group:[9,47],gru:[10,44],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:34,hand:41,handler:[16,26],hook:38,how:[28,40,41],hsigmoid:9,huber_cost:9,iam:47,ident:6,identity_project:9,imag:[9,10,23,32,48,54],imagenet:55,imdb:[13,61],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,28,39,53],infer:[15,57],info:55,ingredi:16,ingress:24,init_hook:3,initi:[22,46,47],input_typ:3,inspect:47,instal:[31,33,34,47,57],instanc:47,integr:47,interfac:[13,18,22,28,55],interpol:9,introduct:[2,52,55,61,62],isn:28,job:[18,23,42,47,48],join:9,keep:38,kei:47,kill:42,kube:47,kubectl:47,kubernet:[23,47,48],label:60,lambda_cost:9,last_seq:9,lastest:38,launch:42,layer:[9,16,39,46],libpaddle_capi_shar:27,libpaddle_capi_whol:27,librari:22,line:[45,57],linear:[6,30],linear_comb:9,list:[19,28],local:[46,47],log:[6,57],logic:21,logist:57,lstm:[10,44,60,61],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:28,master:[18,21,23],math:9,matrix:44,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:59,mini:28,minibatch:13,misc:10,mix:[9,46],mnist:[13,53],model:[3,4,14,16,22,30,32,36,37,42,46,52,53,54,55,56,57,62],modifi:48,momentum:11,movi:[58,59],movielen:[13,58,59],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:28,name:47,nce:9,need:[28,41],network:[10,37,46,53,54,55,57,59,60],neural:[37,54,57,59,60],neuralnetwork:30,nlp:[10,44],non:3,norm:9,nvprof:41,nvvp:41,object:[18,59],observ:[52,55],onli:[28,32],optim:[11,18,22,40,57],option:[25,31,52],order:25,outlin:43,output:[42,47],overview:57,packag:34,pad:9,paddl:[28,29,48],paddlejob:23,paddlepaddl:[16,32,33,47,51,52,62],pair:47,parallel_nn:46,paramet:[7,15,16,18,22,23,44,45,47,52,55],paraphras:52,partit:22,pass:46,path:25,perform:[41,44],persist:21,pfsclient:[24,25],pfsserver:24,pnpair:8,point:47,pool:[9,12],power:9,pre:38,precision_recal:8,predict:[5,54,55,59,60,61],prefetch:28,prepar:[30,37,42,47,52,53,54,59,61,62],preprocess:[52,54,57,59,62],prerequisit:42,pretrain:[52,62],print:8,privat:47,problem:30,process:[18,22,23],profil:41,project:17,provid:[3,28,57,59,60],pull:38,push:38,pydataprovider2:3,python:[5,23,28,32,39,55,57,59],queue:[18,21],quick:57,randomnumb:44,rank:8,rank_cost:9,rat:59,rate:58,reader:[13,16,28],recoveri:18,recurr:[9,10,37,57],recurrent_group:9,refer:[3,41,60,61],region:47,regress:[30,57,59],regular:22,relu:6,render:47,repeat:9,request:38,requir:[17,31,38],reshap:9,resnet:55,result:[42,48,62],retri:21,revis:[38,52],rmsprop:11,rnn:[36,37,44],role:60,rotat:9,route53:47,run:[42,48,60],runtim:23,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,script:48,secur:47,select:22,selective_fc:9,semant:60,sentiment:[13,61],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:37,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[18,21,22,23,44,47],servic:47,set:45,setup:[31,47],sgd:44,share:16,shuffl:28,sigmoid:6,simpl:[30,37],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:28,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[31,33],span:31,spars:[22,46],specifi:[46,52],split:59,spp:9,squar:6,squarerootn:12,stack:61,standard:57,stanh:6,start:[16,35,47,48,57],startup:48,store:18,structur:53,subcommond:25,submit:23,suffici:28,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:57,synopsi:25,system:47,tabl:27,table_project:9,take:28,tanh:6,task:[18,21],tear:47,templat:47,tensor:9,test:[39,44,46,59,60,61],text:62,text_conv_pool:10,timer:41,tip:41,todo:[19,20],toi:53,toler:18,tool:41,train:[15,16,18,23,28,30,32,42,44,46,47,48,52,53,54,57,59,60,61,62],trainer:[15,18,22,23,47,59],tran:9,trans_full_matrix_project:9,transfer:57,tune:[41,44],tutori:[52,54,56,60,61,62],ubuntu:31,uci_h:13,unit:[39,44],updat:[16,38,47],usag:[28,32,40],use:28,user:[18,52,58,59,61,62],util:8,value_print:8,vector:44,verifi:47,version:38,vgg_16_network:10,visual:55,volum:47,vpc:47,warp_ctc:9,what:41,why:[28,41],wmt14:13,word:[52,57],work:32,workflow:62,workspac:42,wrapper:39,write:[39,57],yaml:48,your:38,zoo:[55,56]}}) \ No newline at end of file diff --git a/develop/doc_cn/_sources/design/build_system/README.md.txt b/develop/doc_cn/_sources/design/build_system/README.md.txt new file mode 100644 index 00000000000..310739f37ae --- /dev/null +++ b/develop/doc_cn/_sources/design/build_system/README.md.txt @@ -0,0 +1,107 @@ +A few months ago when we were trying to replace CMake with Bazel, @emailweixu suggested that we rewrite those handy Bazel functions using CMake. Now it seems that it's the right time to get this done, as we are facing problems from the porting of Majel and the development of new the parameter server using Go and C++. + +Here are some initial thoughts. Your comments are welcome! + +### Required CMake Function + +I think we need only the following few CMake functions to make a project description mean and clean: + +| C++ | CUDA C++ | Go | +|---|---|---| +| cc_library | nv_library | go_library | +| cc_binary | nv_binary | go_binary | +| cc_test | nv_test | go_test | + +- The `_library` functions generate .a files from source code. +- The `_binary` functions generate executable binary files. +- The `_test` functions generate executable unit test files. They work like `_binary` but links `-lgtest` and `-lgtest_main`. + +The difference between `nv_` functions and `cc_` functions is that the former use `nvcc` instead of the system-default C++ compiler. + +Both `nv_` and `cc_` functions enables C++11 (-std=c++11). + +Also, + +- to describe external dependencies, we need `external_library`. +- to build shared libraries, we need `shared_library`. + +### An Example Project + +Suppose that we have aforementioned functions defined in our `/cmake` directory. The following example `CMakeLists.txt` describes a project including the following source files: + +- tensor.h +- tensor.cc +- tensor_test.cc +- ops.h +- ops.cu +- ops_test.cu +- api.go +- api_test.go + +Suppose that ops.cu depends on CUDNN. + +```cmake +# cc_binary parses tensor.cc and figures out that target also depend +# on tensor.h. +cc_binary(tensor + SRCS + tensor.cc) + +# The dependency to target tensor implies that if any of +# tensor{.h,.cc,_test.cc} is changed, tensor_test need to be re-built. +cc_test(tensor_test + SRCS + tensor_test.cc + DEPS + tensor) + +# I don't have a clear idea what parameters external_library need to +# have. @gangliao as a CMake expert would have better ideas. +external_library(cudnn + ....) + +# Suppose that ops.cu depends on external target CUDNN. Also, ops.cu +# include global functions that take Tensor as their parameters, so +# ops depend on tensor. This implies that if any of tensor.{h.cc}, +# ops.{h,cu} is changed, ops need to be re-built. +nv_library(ops + SRCS + ops.cu + DEPS + tensor + cudnn) # cudnn is defined later. + +nv_test(ops_test + SRCS + ops_test.cu + DEPS + ops) + +# Because api.go defines a GO wrapper to ops and tensor, it depends on +# both. This implies that if any of tensor.{h,cc}, ops.{h,cu}, or +# api.go is changed, api need to be re-built. +go_library(api + SRCS + api.go + DEPS + tensor # Because ops depend on tensor, this line is optional. + ops) + +go_test(api_test + SRCS + api_test.go + DEPS + api) + + +# This builds libapi.so. shared_library might use CMake target +# api_shared so to distinguish it from above target api. +shared_library(api + DEPS + api) + +``` + +### Implementation + +As above example CMakeLists.txt executes, each function invocation adds "nodes" to a dependency graph. It also use this graph to generate CMake commands including `add_executable`, `add_dependencies`, `target_link_libraries`, and `add_test`. diff --git a/develop/doc_cn/design/build_system/README.html b/develop/doc_cn/design/build_system/README.html new file mode 100644 index 00000000000..7906343dd87 --- /dev/null +++ b/develop/doc_cn/design/build_system/README.html @@ -0,0 +1,346 @@ + + + + + + + + + + + Required CMake Function — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ Folk me on Github +
+ + English + + + + +
+ +
+
+ + + + +
+
+ + + +
+
+
+
+
+ +
+ + + + +
+ + + + + + + + + + + +
+
    + +
  • Required CMake Function
    • +
+
+ +
+
+
+
+ +

A few months ago when we were trying to replace CMake with Bazel, @emailweixu suggested that we rewrite those handy Bazel functions using CMake. Now it seems that it’s the right time to get this done, as we are facing problems from the porting of Majel and the development of new the parameter server using Go and C++.

+

Here are some initial thoughts. Your comments are welcome!

+
+

Required CMake Function

+

I think we need only the following few CMake functions to make a project description mean and clean:

+

| C++ | CUDA C++ | Go | +|—|—|—| +| cc_library | nv_library | go_library | +| cc_binary | nv_binary | go_binary | +| cc_test | nv_test | go_test |

+
    +
  • The _library functions generate .a files from source code.
    • +
  • The _binary functions generate executable binary files.
    • +
  • The _test functions generate executable unit test files. They work like _binary but links -lgtest and -lgtest_main.
    • +
+

The difference between nv_ functions and cc_ functions is that the former use nvcc instead of the system-default C++ compiler.

+

Both nv_ and cc_ functions enables C++11 (-std=c++11).

+

Also,

+
    +
  • to describe external dependencies, we need external_library.
    • +
  • to build shared libraries, we need shared_library.
    • +
+
+
+

An Example Project

+

Suppose that we have aforementioned functions defined in our /cmake directory. The following example CMakeLists.txt describes a project including the following source files:

+
    +
  • tensor.h
    • +
  • tensor.cc
    • +
  • tensor_test.cc
    • +
  • ops.h
    • +
  • ops.cu
    • +
  • ops_test.cu
    • +
  • api.go
    • +
  • api_test.go
    • +
+

Suppose that ops.cu depends on CUDNN.

+
# cc_binary parses tensor.cc and figures out that target also depend
+# on tensor.h.
+cc_binary(tensor
+  SRCS
+  tensor.cc)
+
+# The dependency to target tensor implies that if any of
+# tensor{.h,.cc,_test.cc} is changed, tensor_test need to be re-built.
+cc_test(tensor_test
+  SRCS
+  tensor_test.cc
+  DEPS
+  tensor)
+
+# I don't have a clear idea what parameters external_library need to
+# have.  @gangliao as a CMake expert would have better ideas.
+external_library(cudnn
+  ....)
+
+# Suppose that ops.cu depends on external target CUDNN.  Also, ops.cu
+# include global functions that take Tensor as their parameters, so
+# ops depend on tensor.  This implies that if any of tensor.{h.cc},
+# ops.{h,cu} is changed, ops need to be re-built.
+nv_library(ops
+  SRCS
+  ops.cu
+  DEPS
+  tensor
+  cudnn)  # cudnn is defined later.
+
+nv_test(ops_test
+  SRCS
+  ops_test.cu
+  DEPS
+  ops)
+
+# Because api.go defines a GO wrapper to ops and tensor, it depends on
+# both.  This implies that if any of tensor.{h,cc}, ops.{h,cu}, or
+# api.go is changed, api need to be re-built.
+go_library(api
+  SRCS
+  api.go
+  DEPS
+  tensor # Because ops depend on tensor, this line is optional.
+  ops)
+
+go_test(api_test
+  SRCS
+  api_test.go
+  DEPS
+  api)
+
+
+# This builds libapi.so.  shared_library might use CMake target
+# api_shared so to distinguish it from above target api.
+shared_library(api
+  DEPS
+  api)
+
+
+
+
+

Implementation

+

As above example CMakeLists.txt executes, each function invocation adds “nodes” to a dependency graph. It also use this graph to generate CMake commands including add_executable, add_dependencies, target_link_libraries, and add_test.

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

+ © 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 85eaa76e036c2d6c87cb1e1d5d453673a82e1835..3017ec20526bd951ea9ca77ce19924af732a5625 100644 GIT binary patch delta 2567 zcmV+i3i$Pm6|EJJkw=hX7kj-XdD$10M(P@66#t!@7vDJOf_nqlJeJ(A_HIdpJBH>-@;K7)zsyd>d6}Lpt%(MGCMvxDqI@78tm+cJC9q3 z_uGfd6%gcqoy0i(GN4JMr!G`g*^?#Pv8FT?IpisN;Gp!Ar|82lIK~Fs-_Iwk%jw%Q zNra1oQ07%A>)1?^_aY`fK50MRjEIX?CNUK+PHS%~d~zpTydT_Niu7#BRx|r5SI+GQrO7%lYubeadsOs#s=SYgA>$)23ukv-0>H8D@F> zoCWhdrvwIO*&51@Y#yDd>lBioWqeYg;N-RX{1b)7=W=L zt`O2JT3M`-(ubbQTpk|?C7uFak)afZ49UZ5ju(mS9hWW@-v~NW5}8tR_oL*H0hT6^ zZo?Ur*qM@C&9K2{&1hhWDGB>Fhn;^GIYx+#KxBdv~lP?3pCZdOnzNMQ%FxE*OjxNf>vG00BMfvNiMo^COoWvEMnytCXKGkX9vf+ z1UmvrLmS#nbf%@HisUnmn5-90i5aP~-xWpoT__1?807UIzAHCSm5EhT;&EnRqcq?N zos);1jiuo3?O<;%IBIsbx7vqu6~#~`V1y8ilS&B_$k|ajnaMyfCt?hdVsy4YwvV@i zmE+doPnfYe8?NquR#aqIlA)9H=OQo7M~VxZP`;M`qHPQDLr*n zy3E z{Bi;bLlo+NnpSgUXGXB=B6C-pSqD5zW1GncJuej)T-NiqJ3tKGAPW+YYbR{En!`D3xGK<;p zK?edK>%FRj$ZBETcw>P-6N%gq-VCx_q z$u4*nE-n@1x?JpxOlonPE0AD1Z|6HpbCtS$gL^5I9B1Bl>ED$GGC3J98l`gW_b-E^ zRS@-mTu*l3C{$};iXzdB$m8lG%3u$h!NMK{vi8AAc}@Z0UM;lt9?*3t=kja5>G@|_ft)5~ z|B4KE=Qi8Nzoss#6JStQD#-R+sM3%WJrr{niO2Vt;rh>Pb>GYeCm)hjebzF)a^aI* zeBHY6y1TYnY3P>gLJE@%sNx`#{mJX}2u@^hBji_)1@t}{1;!d59qoZb8{y+{`pFo7 zV!&|ix9-~e;Gh}YUF-3Ant>o;+nkO6feH@3J%x#m?AkTt zz;d0{$RtA2%<*Vk7}NUOn%xf#L7Aw3OlXR%OY91TW8WZJ%%;aX;nFvB6RB6Wj@Mgz z2c3`K!np>s$n8qyG|tiAoD!!he_6(bfX7kE5e{jR-P#0qP}u0#hROiIV!t-G)c{dtT(g|h-H_9f4M;=c&% zE6ld&&1~yts88yw56Ls#febX-DatJnKIFEnK=2EUz(D_G*dL*wu#ZTyiJiG)Xm`Ws51|@=>Fmz6j-FNqxd_TL4sdZ)a8*=%9V9yqA9ogR8DpUa z+Y@@b@MgAivRgu>B2U(I+~YWw>XX}*fl2wgQBi)ob8j|mHp}UYJ)`e6S;4(nu{NpE zWETxgmr$ULtd!fh+xmDvMKt+W7yn4ONh#a3tQ>{?rw>`m1WH$EZ{LD{0L;bikDAAW z5Ff4|aQrP&QG53i0}!O8b7Up{jS*Z&p(xPAa+==(#3|$7OiS=IPe*?*q$s)&97H}x z!t>FzC#EhzS>%hl4_q6%*{*odj_Dj56)6hspTZB{;Cu#YiPLf0P{y-~-d*DlYpnHl z5iU;B8gz^aKU@dN?#73I?hh|3y-VcyZ3@eUycOv$&CU?{-;vJFa`14ad#6cDg5DeA z9*kz-%NIqLU016^Jw-x#IdiEB3yaS_26Iq+-ERMK$O?muKKOE!@{t=qlyes9B>#Kh zKb9qk!c{Ckio7Ik`IpMH&`aU!`<&%Bd`+2@h*$N2<4H2;lmB&pZ@r*BW{x2D9)XX} zf8D@)y^zy!Py-gv%_pF8$s&Tz&O8oCOZIPpZn~U<5>!ZYy z(#}?Ef3frSQD^bj@W(shyZlnRkf$}Atl`|t`V3@(zQlzJ?AXpNg!3-kx3-QF7|pMdD$10EcJ{P>xM2i-Y4S=V6YiXFebr)7y`Iz<4Xdh zY>$oq%t$lyl)sSE7in~9X~quwFk{qx&i9=;efsn{E#z^L*c^ZHUF-0{n5?QgqTdx+ zuUpcDW115F$hIaamSM{dB3QaSj&zJRVNH8hRYk~_3`<3N6{M>?wTSB+1{Se|h(919 zM!>8T4x5FoQ!lnDc?d3?{c95zmUe%q}>XJPp*(3<~fQ7OwmR=m5ZkXVZrW14lJS6A$;cm2eHo5Z%HR6Bel^D@c${mCRg6 zUi`yInvs7fC(k>nc?v#)hlC+AWW!I4l)%I zLQ-(aLg-l-~4Q=JNbNDDf2ViVUSNWk??O zId&3RJ1$)+zY%n%Br>Js>PLq|23VRvx($0!Vtao|ay7#Sn>C}3C8i`C+Z=ZOUgQ`d zG6Inaij+VE0xU5lQUVU^Al7>5ruToc6GJB~OfwPNrY@EdX3{001dVjo1dQ{&bXkDZ zOPCBqq$<7a8N*-;iKP(K-ykJEXHJJKG88d^k_XNbyEt~v#^&Ov5Ew)b*K^N^3W`JU z&2@iNoR?1tOZ4zp8V(ubNL8a#;*^*@<@jG2^qV$Ly=Q@@nwQC+t7r=8Y2=!67F5ux zDH$NmaXraJH_n8Il|`%^!=%x5`Rw3WmtaRAX=p>ciO%F&sz|=mh{<~4l$en!`&&_T z--VKZra@l+;k$AjRhd{dB_5v)Y?LNEp>u!ou(P=w+`S#_&j&}1&dzqbIbTr>RRTsx z!T3-qVFEcjDkn215X^}fL!=m;osaF~onZC2)%*!FHs->$y^4wqOEPq_|6JsynLHm7 zqbBQa)j>+NClym*ZPC!hNP7g1YIGHuE~d_T0hmM|X#kqQ4(4@##tBq-w4$d&)##`jj-Kr@=(m0?L_S`)M$@ z6+9x*)>!3}8Zvosku#O9)%#25T|Iw7riJTdn$KrbT}jb3WO{uG)8cu?uO^T%M4_%~ zz)R=->mzf1F3(Bbw}0D zK07}>0rj;`(j13sK+R+>2!8s$v%B5dnhhVk4jQk5o#*Wbd;KlBa9)cVB8e2S2K<0r zga0RBsEtD+)bDJ2hYz;GC)?D(^l~_)jVxZ~)O>Wmf_slt7n)Cp4$_hALS*6cPeHEB z#m>m2oZDE1BcStkp|d<+smXsgxYstxaTa}-{#~gflXE6Tqg1Z_{$+5q2BMzp$qsCV z>NuF9Nc7C&arF^pu+2uWxDSb}eRvYiz73u|4~`$Tn$6(eW{S(#bX9`-3KkT`bRAAf zc@nYlnqwJ~Yx$0XN^Cdbm8+aD+())LC$n{mFj|?+8w0a3kbTj|KET83o3=Hagk^heF@S>GYE^#DL-YZ{79x z!C@n~yWZpTGy}nbZGSSp7?ARX+pl|M^liZ>@Smn$_=^y~d#F$V#Q_>3s^Kmq`z+Ng z2X70<($q|tokgF;;q!%{d3cGA1_$qg#$Idx9^{kch6)b9J%xXXj_lgw$N_hq)yO15 z(#&hoxG<*mw>7&S8iF!Wna~tjm)Io-$G$w*ErvfYXCC}o&s_HAumgvn~>v*m6 zezU#2(`vqI|9C4wW1{KOz)VX-ConBX_i!zwSB zP^rk1H68ajj-~qK#&}>-zHU^M-|pO-3mc7c`r^pwdy!Reb5*QOYBbqJ1JflGC?hN7 zHt)7R-cNrKP5#xz9|<=pWs8=Tqp<(<;gm9g(iPe}vygzf*!@xSc#z`5jYCenMJj6V zUSa@(v~-TFB)&0%>nIcjnpjTrJAgQ4{F`YBp62Q3?}Zda7lMPx=SX-lnvTTOH6_b@ zQTKssLpR$M585%EW1}KPq5V_%;TAs6;8@~x+%|ud@ob`Z*Z9LaYrS2Bi<7hl9b>`| zH$bwx`Jwy6%S!K>H-6v2&O)9?`b)DtME-Y2XLludxZ1tbpd~@?9c~XsGw|h$qRXzU z)u5gtDZQMzRE4F*XCH%kD86pDe`&J9Afpel93A<{jUUQ63w4t3_y1#Af+$?U@}tO0 z(w2Y!s7wpJ9In03S$@OUlu3z1RUbH>B!fQrUw8He?J;u%xto4II{$?L?*%|k$3b;) zo|`{_$|Z{kI=c%vA(6`)6Ue;&eBB4c$QCM+j;