From ad5dbb3960072776db1112b1729282d4acb7c7d7 Mon Sep 17 00:00:00 2001 From: Travis CI Date: Wed, 11 Oct 2017 02:57:51 +0000 Subject: [PATCH] Deploy to GitHub Pages: 696874ac6ee1b2b284d9817988aa4c99f74c0c76 --- develop/doc/_sources/design/optimizer.md.txt | 105 ++++++ develop/doc/_sources/design/python_api.md.txt | 4 + develop/doc/design/optimizer.html | 340 +++++++++++++++++ develop/doc/design/python_api.html | 4 + develop/doc/objects.inv | Bin 2834 -> 2844 bytes develop/doc/searchindex.js | 2 +- .../doc_cn/_sources/design/optimizer.md.txt | 105 ++++++ .../doc_cn/_sources/design/python_api.md.txt | 4 + develop/doc_cn/design/optimizer.html | 355 ++++++++++++++++++ develop/doc_cn/design/python_api.html | 4 + develop/doc_cn/objects.inv | Bin 3410 -> 3421 bytes develop/doc_cn/searchindex.js | 2 +- 12 files changed, 923 insertions(+), 2 deletions(-) create mode 100644 develop/doc/_sources/design/optimizer.md.txt create mode 100644 develop/doc/design/optimizer.html create mode 100644 develop/doc_cn/_sources/design/optimizer.md.txt create mode 100644 develop/doc_cn/design/optimizer.html diff --git a/develop/doc/_sources/design/optimizer.md.txt b/develop/doc/_sources/design/optimizer.md.txt new file mode 100644 index 00000000000..17440fae502 --- /dev/null +++ b/develop/doc/_sources/design/optimizer.md.txt @@ -0,0 +1,105 @@ +## Optimizer Design + +### The Problem + +A PaddlePaddle program, or a block, is a sequence of operators operating variables. A training program needs to do three kinds of works: + +1. the forward pass, which computes intermediate results and the cost(s), +1. the backward pass, which derives gradients from intermediate results and costs, and +1. the optimization pass, which update model parameters to optimize the cost(s). + +These works rely on three kinds of operators: + +1. forward operators, +1. gradient operators, and +1. optimization operators. + +It's true that users should be able to create all these operators manually by calling some low-level API, but it would be much more convenient if they could only describe the forward pass and let PaddlePaddle create the backward and optimization operators automatically. + +In this design, we propose a high-level API that automatically derives the optimisation pass and operators from the forward pass. + + +### High-level Python API to describe the training process + +1. User write code to describe the network: + + ```python + images = layer.data("images") + labels = layer.data("labels") + w1 = pd.var("w1") + b1 = pd.var("b1") + hidden = layer.fc(images, w=w1, b=b1) + cost = layer.mse(hidden, labels) + ``` + + The above code snippet will create forward operators in [Block](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/block.md). + + +2. Users create a certain kind of Optimizer with some argument. + + ```python + optimizer = AdagradOptimizer(learing_rate=0.001) + ``` + +3. Users use the optimizer to `minimize` a certain `cost` through updating parameters in parameter_list. + + ```python + opt_op_list = optimizer.minimize(cost, parameter_list=[w1, b1]) + ``` + The above code snippet will create gradient and optimization operators in Block. The return value of `minimize()` is list of optimization operators that will be run by session. + +4. Users use Session/Executor to run this opt_op_list as target to do training. + + ```python + sess.run(target= opt_op_list, ...) + ``` + +#### Optimizer Python interface: + +```python +class Optimizer(object): + """Optimizer Base class. + + """ + + def __init__(self): + pass + + def create_backward_pass(self, loss, parameter_list=None): + """ + create and add gradient Operators in BlockDesc to Compute gradients of `loss` + for parameters in parameter_list + + Args: + loss: an variable generated by cost function. + parameter_list: parameters that need to compute gradient and update to optimize the lost. + + Returns: + list of (parameters, gradients) pair. + """ + return None + + def create_optimization_pass(self, parameters_and_grads): + """Add optimization operators to update gradients to variables. + + Args: + parameters_and_grads: a list of (variable, gradient) pair to update. + + Returns: + optmization_op_list: a list of optimization operator that will update parameter using gradient. + """ + return None + + def minimize(self, loss, parameter_list): + """Add operations to minimize `loss` by updating `parameter_list`. + + This method combines interface `create_backward_pass()` and + `create_optimization_pass()` into one. + """ + params_grads = self.create_backward_pass(loss, parameter_list) + update_ops = self.create_optimization_pass(params_grads) + return update_ops + +``` + +Users can inherit the Optimizer above to create their own Optimizer with some special logic, such as AdagradOptimizer. diff --git a/develop/doc/_sources/design/python_api.md.txt b/develop/doc/_sources/design/python_api.md.txt index c4665e44fca..56ae1d925a9 100644 --- a/develop/doc/_sources/design/python_api.md.txt +++ b/develop/doc/_sources/design/python_api.md.txt @@ -214,3 +214,7 @@ def fc_layer(input, size, ...): out.writer = op return out ``` + +## Optimizer + +[Optimizer Design Doc](./optimizer.md) diff --git a/develop/doc/design/optimizer.html b/develop/doc/design/optimizer.html new file mode 100644 index 00000000000..821375b37c0 --- /dev/null +++ b/develop/doc/design/optimizer.html @@ -0,0 +1,340 @@ + + + + + + + + + + + Optimizer Design — PaddlePaddle documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ Fork me on Github +
+ + English + + + + +
+ +
+
+ + + + +
+
+ + + +
+
+
+
+
+ +
+ + + + +
+ + + + + + + + + + + +
+
    + +
  • Optimizer Design
    • +
+
+ +
+
+
+
+ +
+

Optimizer Design

+
+

The Problem

+

A PaddlePaddle program, or a block, is a sequence of operators operating variables. A training program needs to do three kinds of works:

+
    +
  1. the forward pass, which computes intermediate results and the cost(s),
    2. +
  2. the backward pass, which derives gradients from intermediate results and costs, and
    3. +
  3. the optimization pass, which update model parameters to optimize the cost(s).
    4. +
+

These works rely on three kinds of operators:

+
    +
  1. forward operators,
    2. +
  2. gradient operators, and
    3. +
  3. optimization operators.
    4. +
+

It’s true that users should be able to create all these operators manually by calling some low-level API, but it would be much more convenient if they could only describe the forward pass and let PaddlePaddle create the backward and optimization operators automatically.

+

In this design, we propose a high-level API that automatically derives the optimisation pass and operators from the forward pass.

+
+
+

High-level Python API to describe the training process

+
    +

  1. User write code to describe the network:

    +
    images = layer.data("images")
+labels = layer.data("labels")
+w1 = pd.var("w1")
+b1 = pd.var("b1")
+hidden = layer.fc(images, w=w1, b=b1)
+cost = layer.mse(hidden, labels)
+
    +
    +

    The above code snippet will create forward operators in Block.

    +
    2. +
+
    +

  1. Users create a certain kind of Optimizer with some argument.

    +
    optimizer = AdagradOptimizer(learing_rate=0.001)
+
    +
    +
    2. +

  2. Users use the optimizer to minimize a certain cost through updating parameters in parameter_list.

    +
    opt_op_list = optimizer.minimize(cost, parameter_list=[w1, b1])
+
    +
    +

    The above code snippet will create gradient and optimization operators in Block. The return value of minimize() is list of optimization operators that will be run by session.

    +
    3. +

  3. Users use Session/Executor to run this opt_op_list as target to do training.

    +
    sess.run(target= opt_op_list, ...)
+
    +
    +
    4. +
+
+

Optimizer Python interface:

+
class Optimizer(object):
+    """Optimizer Base class.
+
+    """
+
+    def __init__(self):
+        pass
+
+    def create_backward_pass(self, loss, parameter_list=None):
+        """
+        create and add gradient Operators in BlockDesc to Compute gradients of `loss`
+        for parameters in parameter_list
+
+        Args:
+          loss: an variable generated by cost function.
+          parameter_list: parameters that need to compute gradient and update to optimize the lost.
+
+        Returns:
+          list of (parameters, gradients) pair.
+        """
+        return None
+
+    def create_optimization_pass(self, parameters_and_grads):
+        """Add optimization operators to update gradients to variables.
+
+        Args:
+          parameters_and_grads: a list of (variable, gradient) pair to update.
+
+        Returns:
+          optmization_op_list: a list of optimization operator that will update parameter using gradient.
+        """
+        return None
+
+    def minimize(self, loss, parameter_list):
+        """Add operations to minimize `loss` by updating `parameter_list`.
+
+        This method combines interface `create_backward_pass()` and
+        `create_optimization_pass()` into one.
+        """
+        params_grads = self.create_backward_pass(loss, parameter_list)
+        update_ops = self.create_optimization_pass(params_grads)
+        return update_ops
+
+
+
+

Users can inherit the Optimizer above to create their own Optimizer with some special logic, such as AdagradOptimizer.

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

+ © Copyright 2016, PaddlePaddle developers. + +

+
+ Built with Sphinx using a theme provided by Read the Docs. + +
+ +
+
+ +
+ +
+ + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc/design/python_api.html b/develop/doc/design/python_api.html index 1bbd93e6504..3fbcddde612 100644 --- a/develop/doc/design/python_api.html +++ b/develop/doc/design/python_api.html @@ -375,6 +375,10 @@ +
+

Optimizer

+

Optimizer Design Doc

+
diff --git a/develop/doc/objects.inv b/develop/doc/objects.inv index 11d7d18c56e1c5bcf3ca7c06d85ca5866162cdb4..7af49adc94bb7bd19627b8888e130bc5acc9e3e6 100644 GIT binary patch delta 967 zcmV;&133JW7MvEafChh5rk-=LrmS%w)~IUAU?)N~xtZ_jw{$w<_51Hb?88F1)uVyn z43_262W}*7NT=dEFJC)FbY7TYP@r%{w`n;|?bUAY8WVn9Z*DgspfmH$< zV_Zw$A?DG7O6b^gPP|+LHrrKcXt!q4@~6sgoz+37Zkylif3<&gbT~nGp{S2LGj$0p zh!Fn$)>QGNJtJsh(oeg#a6`kF&s~UPa2fiPbwx3!I$5gb!5<=ToB5TlJDPblOc46s}hqg!7tlg=A|5zB?l=s^mTp_xWu`qF zWLanid~gkw@{NBI+_vdzr$nv^Np;9jS^l=rSO1j0TnEjBmC|!N8EGZ>^oQ< zK0Mxzwvo_!&X$uz2}m=eO;01Ug}Nd8S;~;4G9f?jr062w zgB#YiybA~dus0tw9;1WuU90(aM3XxT8V}ct(2wu$9{r@oL6_=iCzE6fB?I3W`jdJ0)eyL&S-gWQhH6x&SgLnaqpc%?pLLrsG8ixFaG<9`CiFMv p-O?a`r$NDO70|9#@bT*Jrp)ao9NbD>+IH!I6jjoS?mxorHb3W&-7i>KyU_YYUu+vk~XAM zuALaI3Qr%bb}al#=s`6nvg+)_YIA+q)*W{oxpS;rKdWoklbpaKhE+YT<=znUXh9{k z+c_s*t^u3vN-VTnGimu#C8y5R-l^N>H=9?jdmRhVU8u<8&NP2p0t+I9f3q}IJUPn< znwa#{uKm~0@Fimx;uu_pCSzSu%&E?Fs`B^8x28&)q-+k#cn-YE$ezTOKncMDo}xOL ziQrbfWDT8mhXYmT)yrpBfB)j@+2;kcP;G<*m?(AzN%>z?C{2fi+DCATvz+*PsyZiTsW#FsA$k%763 zqw_guc^Z%AB=xk$#b|Lu@DVhnkeI{v8&BbpM4{=NeJ`E{RBhFyCl5;2lwhtF2)C=f zZmoMem^g^XFqR~CWX9Pt6fEZv>7m}rxVS~Fp+brhqlteOi+*2#5?bHl@;Z*REIo}o z)w@ac)_V+6r8@8(@Mq{zbQ(Bwpx5bLrCVnkz;==DADp4d+3xAt!T!jcvc!aBrZQJq z+Kbk!Smt$8!V5nv{1(UUTVOld6@mNKsIXkw>GR`OQoF&_mHRkr%L*uB^Q!AKPtl_k zdWSP2WQ~7I9a)=P7fR-TFFUAg>#9zFwgb4XVbC6PNVe#Rtc%**Rfa&= zho!{^=p(j9lA*Q6!w96P=oD(0Ih4_aLNMxtt!p^QAV3F7Pz&tFtb6Ubi|wQ1$LQ?X z8rfH-dQFVyS+3F%v`{KB`H*_mZCjA11l>P*gicAIL}naXv8eFS9!Z*>)9pRIZ2kIn zWy4DI9#VCmf?__;Rh2IKNINa;F^wHT$GKF8rK9Vf_-;qsb6V^>6&^nM-Hx`A(0UGr zlTHapGjmB#BeR9NA^Ta%kfbspKkuaIIu_nWzeVC(R_@|)&+J*0m;LbwGM1-A%QitF zD8KWNlgSAm2?tcYyYOo_UYV2e2`o|17##&9^;>rhF{lDSc^bEtp9zX=lx*IgqLmA5V)gRyg)04YE-9KsuxV7ts{b;b(=6U z7%%E@pr=A6^f%_k&>(-OLBVYm(5_YR@#-&@%AcIkl>Rnm&?KM$83WD1Py A<^TWy diff --git a/develop/doc/searchindex.js b/develop/doc/searchindex.js index b4b1c556332..f140b90f0c1 100644 --- a/develop/doc/searchindex.js +++ b/develop/doc/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["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/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/functions_operators_layers","design/gan_api","design/graph","design/if_else_op","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/parameters_in_cpp","design/program","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/releasing_process","design/scope","design/simple_op_design","design/tensor_array","design/var_desc","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/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/use_eigen_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","survey/cluster_bootstrapping_tools","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:["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/auto_gradient_check.md","design/block.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/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/if_else_op.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/parameters_in_cpp.md","design/program.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/releasing_process.md","design/scope.md","design/simple_op_design.md","design/tensor_array.md","design/var_desc.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/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/use_eigen_en.md","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","survey/cluster_bootstrapping_tools.md","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:[2,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":81,"00186201e":4,"00m":64,"01852v1":8,"03m":64,"0424m":64,"0473v3":9,"055ee37d":70,"05d":78,"0630u":64,"06u":64,"0810u":64,"08823112e":4,"0957m":64,"0ab":8,"0rc1":46,"0rc2":46,"0th":86,"10007_10":85,"10014_7":85,"100gb":64,"100gi":70,"10g":27,"10m":64,"1150u":64,"11\u5b9e\u73b0\u4e86c":35,"11e6":71,"12194102e":4,"124n":64,"13m":71,"1490u":64,"15501715e":4,"1550u":64,"15mb":81,"1636k":86,"16mb":81,"16u":64,"173m":79,"173n":64,"1770u":64,"18ad":70,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":71,"197u":64,"1gb":64,"1st":[76,79,85,86],"202mb":86,"210u":64,"211839e770f7b538e2d8":9,"215n":64,"228u":64,"234m":79,"2520u":64,"252kb":81,"25639710e":4,"25k":81,"2680u":64,"27787406e":4,"279n":64,"27m":64,"285m":64,"2863m":64,"28m":64,"28x28":2,"2977m":64,"2cbf7385":70,"2nd":[8,85,86],"302n":64,"30u":64,"32777140e":4,"328n":64,"32u":64,"32x32":[12,78],"331n":64,"3320u":64,"36540484e":4,"365e":70,"36u":64,"3710m":64,"3768m":64,"387u":64,"38u":64,"3920u":64,"39u":64,"3rd":[83,85,86],"4035m":64,"4090u":64,"4096mb":67,"4279m":64,"43630644e":4,"43u":64,"448a5b355b84":71,"4560u":64,"4563m":64,"45u":64,"4650u":64,"4726m":64,"473m":71,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":67,"4yf":8,"50bd":70,"50gi":70,"51111044e":4,"514u":64,"525n":64,"526u":64,"53018653e":4,"536u":64,"5460u":64,"5470u":64,"54u":64,"55g":86,"5690m":64,"573u":64,"578n":64,"5798m":64,"586u":64,"58s":71,"5969m":64,"5delta":8,"6080u":64,"6082v4":8,"6140u":64,"6305m":64,"639u":64,"655u":64,"6780u":64,"6810u":64,"682u":64,"6970u":64,"6ce9":70,"6node":65,"6th":86,"704u":64,"70634608e":4,"7090u":64,"72296313e":4,"72u":64,"73u":64,"75u":64,"760u":64,"767u":64,"783n":64,"784u":64,"78m":64,"7eamaa":12,"7kb":71,"8250u":64,"8300u":64,"830n":64,"849m":64,"85625684e":4,"861u":64,"864k":86,"8661m":64,"892m":64,"901n":64,"90u":64,"918u":64,"9247m":64,"924n":64,"9261m":64,"93137714e":4,"9330m":64,"94u":64,"9530m":64,"96644767e":4,"983m":64,"988u":64,"997u":64,"99982715e":4,"99m":79,"99u":64,"9f18":71,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":28,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":20,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":28,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":28,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":46,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":28,"\u4e0a\u4f20\u65b9\u6cd5":46,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":28,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":21,"\u4e0b\u8f7d":28,"\u4e0b\u8f7d\u5230\u672c\u5730":28,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":35,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":28,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":34,"\u4e0d\u4f7f\u7528c":34,"\u4e0d\u4f7f\u7528swig":34,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":34,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":34,"\u4e0d\u5728":35,"\u4e0d\u5bb9\u6613\u51fa\u9519":28,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":34,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":34,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":34,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":21,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":28,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":46,"\u4e0e\u53ef\u80fd\u6709\u7684":46,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":34,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":35,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":34,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":34,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":46,"\u4e2a\u6027\u5316\u63a8\u8350":46,"\u4e2d":[34,35],"\u4e2d\u5199\u5165json\u5185\u5bb9":20,"\u4e2d\u5b8c\u5168\u4e00\u81f4":34,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":35,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":21,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":28,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":35,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":28,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":35,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":34,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":35,"\u4e5f\u4e0d\u751f\u6210":35,"\u4e66\u5199":34,"\u4eba\u8138\u8bc6\u522b":21,"\u4ec5\u4ec5\u4f7f\u7528":34,"\u4ece":46,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":20,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":20,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":35,"\u4ed6\u662f\u5c06":35,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":34,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":34,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":21,"\u4ee3\u8868shard\u7684index":21,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":21,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":21,"\u4ee5\u4e0b":21,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":28,"\u4ee5\u53canumpi":21,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":20,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":34,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":34,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":21,"\u4f20\u5165":21,"\u4f46":35,"\u4f46\u4e0d\u66b4\u9732":35,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":46,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":46,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":35,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":34,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":21,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":34,"\u4f7f\u7528":[35,46],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":21,"\u4f7f\u7528\u52a8\u6001\u5e93":34,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":20,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":35,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":35,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":20,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":34,"\u4f7f\u7528c":35,"\u4f7f\u7528c99\u505a\u63a5\u53e3":34,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":34,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":34,"\u4f7f\u7528regress":46,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":34,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":34,"\u4f7f\u7528void":34,"\u4f8b\u5982":[21,34,35,46],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":34,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":34,"\u4f8b\u5982\u5bf9\u4e8epython":34,"\u4f8b\u5982c":34,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":34,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":34,"\u4f8b\u5982python\u7684":34,"\u4f9d\u6b21\u7c7b\u63a8":46,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":34,"\u4fee\u590d\u6240\u6709bug\u540e":46,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":46,"\u4fee\u590dubuntu":46,"\u4fee\u6539\u6210":46,"\u505a\u53ea\u8bfb\u6302\u8f7d":21,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":46,"\u505a\u63a5\u53e3":34,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":35,"\u5176\u4e2d":[34,46],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":35,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":46,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":35,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":35,"\u5177\u4f53\u8bf7\u53c2\u8003":35,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":34,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":34,"\u518d\u57fa\u4e8e":46,"\u5199\u4ee3\u7801":34,"\u5199\u5165\u5feb\u7167\u6570\u636e":20,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":21,"\u51fd\u6570\u540d\u4e3a":35,"\u51fd\u6570\u547d\u540d":34,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":20,"\u5206\u652f":46,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":46,"\u5206\u652f\u4e2d":46,"\u5206\u652f\u4e3a\u5f00\u53d1":46,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":46,"\u5206\u652f\u4e3a\u7a33\u5b9a":46,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":46,"\u5206\u652f\u5408\u5165":46,"\u5206\u652f\u5408\u5165master\u5206\u652f":46,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":46,"\u5206\u652f\u540d\u4e3a":46,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":46,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":46,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":46,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":46,"\u5206\u7247":20,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":20,"\u5219\u5ffd\u7565":20,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":20,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":20,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":20,"\u5230":20,"\u529f\u80fd":28,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":46,"\u52a8\u6001\u5e93":34,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":35,"\u5305\u62ec":21,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":20,"\u534f\u540c\u5b8c\u6210releas":46,"\u5355\u4e2a\u503c":21,"\u5355\u70b9\u6545\u969c":20,"\u5373":35,"\u5373\u4f7f\u7528":35,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5373\u4f7fc":35,"\u5373\u4f8b\u5982":35,"\u5373\u4fbfpaddl":35,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":35,"\u5373\u66b4\u9732":35,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":34,"\u53c2\u6570":34,"\u53c2\u8003":[28,34],"\u53cc\u5411\u9a8c\u8bc1":28,"\u53d1\u5e03\u5230dockerhub":46,"\u53d1\u5e03\u5230github":46,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":20,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":35,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":34,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":20,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":20,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":34,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":21,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":20,"\u53ef\u4ee5\u7528":28,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":21,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":46,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":20,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":20,"\u540c\u65f6\u518d\u5c06":46,"\u540c\u65f6\u63d0\u8d77":46,"\u540d\u5b57\u4fee\u9970":34,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":20,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":46,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":34,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":20,"\u548c":[21,34,35,46],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":21,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":20,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":20,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":34,"\u56fe\u50cf\u5206\u7c7b":46,"\u5728":[35,46],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":20,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":21,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":46,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":20,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":35,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":21,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":20,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":35,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":20,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":20,"\u5728\u672c\u6587\u6863\u4e2d":28,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":21,"\u5728\u6837\u4f8b\u4e2d":35,"\u5728\u7528\u6237\u4f7f\u7528c":35,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":21,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":46,"\u5728\u8fd9\u4e2a":46,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":34,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":46,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":35,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":35,"\u5728c":34,"\u5728c\u7684\u5934\u6587\u4ef6":34,"\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":21,"\u5728paramet":20,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":35,"\u5747\u662f\u5728":35,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":28,"\u591a\u4e2a\u503c":21,"\u591a\u4e2aparamet":20,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":34,"\u5982\u56fe\u4e2dtrainer":20,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":20,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":34,"\u5982\u679c\u5931\u8d25":46,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":20,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":21,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":46,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":35,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":35,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":35,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":20,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":34,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":46,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":34,"\u5982\u679cparamet":20,"\u5b57\u7b26\u4e32":21,"\u5b58\u50a8":21,"\u5b66\u4e60\u6210\u672c\u9ad8":34,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":21,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":35,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":28,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":21,"\u5b9e\u73b0\u7b80\u5355":34,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":34,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":34,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":34,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":34,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":35,"\u5bf9\u4e8e\u6bcf\u79cdc":35,"\u5bf9\u6bd4":34,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":35,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":46,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":35,"\u5c06":46,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":20,"\u5c06\u5927\u91cf\u7684":34,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":46,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":46,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":34,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":20,"\u5e73\u5747\u6545\u969c\u7387":20,"\u5e76\u4e14\u4f7f\u7528":35,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":34,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":28,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":28,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":34,"\u5e76\u5220\u9664":46,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":20,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":20,"\u5e76\u53d1\u5e03\u5230pypi":46,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":21,"\u5e76\u5c06c":35,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":20,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":34,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":21,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":46,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":46,"\u5efa\u8bae":46,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":35,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":46,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":46,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":46,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":20,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":46,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":35,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":28,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":34,"\u5f97\u4f7f\u7528":34,"\u5fc5\u8981":35,"\u60c5\u611f\u5206\u6790":46,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":35,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":34,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":21,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":28,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":34,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":28,"\u6211\u4eec\u9009\u62e9":21,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":21,"\u6216\u8005":[34,35],"\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":20,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":21,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":21,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":20,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":28,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":35,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":35,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":35,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":34,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":35,"\u628a":21,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":21,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":20,"\u63a5\u53e3":[34,35],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":35,"\u63a5\u53e3\u662f":21,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":28,"\u63a7\u5236\u7528\u6237\u6743\u9650":21,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":28,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":28,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":28,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":21,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":28,"\u6570\u636e":28,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":34,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":28,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":21,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":21,"\u6587\u4ef6":34,"\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":28,"\u6587\u4ef6\u5185\u5bb9\u4e3a":34,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":20,"\u6587\u4ef6\u5bf9\u5e94\u7684data":21,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":28,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":46,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":46,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":28,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":34,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":21,"\u65e0\u8bba\u662f\u4ece":21,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":21,"\u65f6":20,"\u662f":28,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":34,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":35,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":34,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":35,"\u662f\u56e0\u4e3ac99\u652f\u6301":34,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":28,"\u662f\u6307":35,"\u662f\u7528\u6237\u4f7f\u7528c":35,"\u662fc":35,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":20,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":35,"\u6700\u540e\u5220\u9664":46,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":34,"\u6709\u6807\u51c6\u7684":34,"\u6709\u7684\u65f6\u5019":34,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":46,"\u672c\u6587\u6863\u63cf\u8ff0paddl":35,"\u673a\u5668\u7ffb\u8bd1":46,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":20,"\u6765\u786e\u4fdd\u628a":34,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":34,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":21,"\u6765\u8fdb\u884c\u8ba8\u8bba":35,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":46,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":20,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":20,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":20,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":34,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":20,"\u6bcf\u4e00\u4e2a":46,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":21,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":21,"\u6bcf\u4e2adata":21,"\u6bcf\u4e2aparamet":20,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":20,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":21,"\u6bcf\u969410\u5206\u949f":20,"\u6bd4\u5982":21,"\u6bd4\u5982\u5c06":46,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":20,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":21,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":21,"\u6ce8":20,"\u6d4b\u8bd5docker\u955c\u50cf":46,"\u6d6e\u70b9\u578b\u6570\u636e":21,"\u7136\u540e\u5728etcd\u7684":20,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":28,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":28,"\u7248\u672c\u5206\u652f":46,"\u7248\u672c\u53f7":46,"\u7248\u672c\u53f7rc":46,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":46,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":34,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":21,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":21,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":34,"\u751f\u6210\u6587\u6863":34,"\u751f\u6210\u7684":21,"\u751f\u6210\u7ed9\u5b9a":21,"\u751f\u6210api\u6587\u6863":34,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":28,"\u7528":28,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":21,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":21,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":35,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":21,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":35,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":21,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":28,"\u7528\u6237\u901a\u8fc7c":35,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":20,"\u7531\u4e8ec":34,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":28,"\u7531\u4e8epypi":46,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":28,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":34,"\u7684\u5934\u6587\u4ef6":34,"\u7684\u63a5\u53e3\u6837\u5f0f":34,"\u7684\u6570\u636e\u6d41\u56fe":21,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":34,"\u7684\u7f29\u5199":28,"\u7684\u89c4\u8303":34,"\u7684\u89d2\u5ea6":21,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":21,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":20,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":34,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":28,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":34,"\u76ee\u5f55\u4e0b":35,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":34,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":35,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":34,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":34,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":34,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":20,"\u79bb\u7ebf\u6279\u5904\u7406":21,"\u7b2c\u4e00\u4e2atag\u4e3a":46,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":46,"\u7b2c\u4e8c\u4e2a\u4e3a":46,"\u7b49":35,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":35,"\u7b49\u6587\u4ef6":35,"\u7c7b\u4f3c":35,"\u7c7b\u540d\u548cc":34,"\u7c7b\u578b":34,"\u7ea2\u697c\u68a6":76,"\u7ed3\u8bba":34,"\u7edf\u4e00\u7528":21,"\u7f16\u8bd1\u5668\u6ca1\u6709":34,"\u7f16\u8bd1\u578b\u8bed\u8a00":34,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":46,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":46,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":46,"\u7f16\u8bd1c":35,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":46,"\u7f16\u8bd1ubuntu\u7684deb\u5305":46,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":35,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":34,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":35,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":28,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":20,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":34,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":34,"\u800c\u5bf9\u4e8egolang":34,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":34,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":35,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":21,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":34,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":20,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":35,"\u826f\u597d\u7684\u6587\u6863":34,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":20,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":35,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":34,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":34,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":20,"\u8ba9paddle\u6838\u5fc3\u4e2d":35,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":20,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":46,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":46,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":46,"\u8bbe\u7f6e":35,"\u8bc6\u522b\u6570\u5b57":46,"\u8bcd\u5411\u91cf":46,"\u8be6\u7ec6\u8bbe\u8ba1":28,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":46,"\u8bf4\u660e":20,"\u8bf7\u53c2\u8003":35,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":21,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":20,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":46,"\u8fd8\u662f\u4ece":21,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":35,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":35,"\u8fd9\u4e09\u4e2a\u5206\u652f":46,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":35,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":35,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":35,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":34,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":34,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":35,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":35,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":35,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":35,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":21,"\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":21,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":34,"\u8fd9\u662f\u56e0\u4e3a":34,"\u8fd9\u6837":35,"\u8fd9\u6837\u4fdd\u8bc1":46,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":21,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":28,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":34,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":20,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":46,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":28,"\u901a\u5e38":35,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":20,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":35,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":28,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":46,"\u90a3\u4e48":35,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":21,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":34,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":28,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":20,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":34,"\u91cd\u547d\u540d\u6210":34,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":34,"\u9519\u8bef\u5904\u7406":34,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":34,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":34,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":35,"\u9700\u8981":21,"\u9700\u8981\u4fee\u6539build":46,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":28,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":35,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":46,"\u9700\u8981\u5f15\u7528":35,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":34,"\u9700\u8981\u6ce8\u610f\u7684\u662f":46,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":35,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":46,"\u9ed8\u8ba4256k":28,"\ufb01xed":86,"abstract":[47,60,67],"api\u4e2d\u4f7f\u7528":34,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":35,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":35,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":35,"api\u63a5\u53e3":28,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":35,"api\u65f6":35,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":35,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":35,"api\u66b4\u9732\u7684\u7c7b\u578b":35,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":35,"api\u7684\u5b9e\u4f8b":35,"api\u7684\u5b9e\u73b0\u7ec6\u8282":35,"api\u7684\u63a5\u53e3":35,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":35,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":35,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":35,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":35,"block\u6784\u6210\u4e00\u4e2amodel":20,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":46,"boolean":[8,29,33,34],"break":[18,49,81],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":46,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":46,"byte":28,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":34,"c\u6709\u6807\u51c6\u7684abi":34,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":34,"case":[8,22,35,40,41,44,51,53,57,60,61,64,68,70,75,77,81],"char":[24,83],"class":[4,5,6,7,8,9,10,11,12,14,15,17,30,32,34,38,39,41,44,45,47,48,49,62,66,78,85],"const":[17,22,24,37,45,47,48,49,60,61,62],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":35,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":35,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":35,"core\u6982\u5ff5":35,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":21,"deb\u5305":46,"deb\u5305\u7f16\u8bd1\u95ee\u9898":46,"default":[2,6,7,8,9,11,12,14,15,17,18,31,36,47,48,50,53,58,61,65,67,69,70,71,75,81,83,85,86],"enum":[22,24,38,48,50],"export":[52,78],"final":[8,9,16,36,49,51,52,59,60,61,85],"float":[2,6,7,8,10,12,48,51,60,61,62,64,69,76,79],"function":[2,4,8,9,10,12,15,17,19,23,24,25,27,32,36,37,38,40,41,42,44,45,47,48,49,51,57,60,61,62,64,65,67,75,77,78,81,84,85,86],"golang\u53ef\u4ee5\u4f7f\u7528":34,"golang\u7684":34,"h\u5e76\u4e0d\u56f0\u96be":34,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":21,"import":[2,4,7,8,15,17,18,31,33,36,38,42,47,50,51,57,61,64,70,76,77,78,79,81,85,86],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":28,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":21,"instance\u5305\u6db5\u4e24\u4e2a\u503c":21,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":21,"int":[2,6,7,8,9,12,17,22,23,24,27,33,34,35,38,39,40,48,49,60,62,69,81,84],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":34,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":46,"long":[1,8,9,12,53,64,84,85],"model\u505a\u5206\u652f\u7ba1\u7406":46,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":21,"new":[2,8,12,16,17,18,19,22,23,24,25,26,39,40,41,43,44,45,48,49,58,59,63,70,71,75,77,81,84,85],"note\u7684\u4e66\u5199":46,"null":[8,60,67],"org\u76ee\u524d\u9075\u5faa":46,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":34,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":34,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":34,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":34,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":35,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":34,"paddle\u7684c":35,"paddle\u8bad\u7ec3\u4efb\u52a1":21,"paddle\u8def\u5f84\u4e0b":35,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":34,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":35,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":34,"paddle_\u7c7b\u578b\u540d":35,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":35,"paddlepaddle\u4f7f\u7528git":46,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":46,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":21,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":46,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":46,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":46,"patch\u53f7":46,"patch\u53f7\u52a0\u4e00":46,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":28,"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":28,"pfsserver\u63d0\u4f9brest":28,"public":[12,17,30,45,47,48,49,60,61,62,65,70,71,85],"py\u4e2d":46,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":46,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":21,"reader\u8f93\u51fa\u7684data":21,"release\u9875\u9762":46,"return":[2,6,7,8,9,11,12,14,15,16,17,21,22,24,27,30,31,36,38,39,41,43,45,47,48,49,50,51,57,60,61,62,70,77,79,81,82,83,86],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":21,"server\u4e4b\u4e0a":20,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":20,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":20,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":20,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":20,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":20,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":20,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":20,"server\u751f\u6210\u4e00\u4e2auuid":20,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":20,"server\u7684\u6570\u636e\u5feb\u7167":20,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":20,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":20,"short":[8,9,31,47,49,51,61,83,84,85],"static":[14,24,35,47,48,70,75],"super":[39,60],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":34,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":34,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":34,"swig\u76f4\u63a5\u8bfb\u53d6c":34,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":34,"switch":[17,35,43,70,85],"tag\u4e3a":46,"throw":70,"true":[2,6,7,8,9,11,12,14,15,17,22,33,38,40,48,49,51,57,60,67,69,70,79,83,84,85,86],"try":[10,18,19,22,23,24,40,47,58,64,77],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":35,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":46,"var":[17,30,32,33,38,39,44,49,50],"void":[17,22,24,30,34,35,38,48,60,61,62],"wheel\u5305":46,"while":[1,2,6,12,17,26,37,40,47,53,57,61,62,67,77,81,85,86],AGE:[70,71],AND:83,ARE:83,AWS:[21,63,72,73],Age:82,And:[2,7,8,10,12,14,16,22,26,27,31,40,41,47,57,69,70,71,76,79,83,85,86],But:[2,8,9,12,16,30,47,75],EOS:8,For:[1,2,7,8,10,12,14,15,17,23,24,25,27,30,32,36,37,38,39,40,41,43,44,48,51,52,53,57,59,60,61,62,64,65,66,67,69,75,76,78,79,81,85,86],Going:85,Has:2,IDE:58,IDs:[12,26,81],IRs:41,Ids:81,Into:70,Its:[2,57,61,70,83],K8s:75,NMS:8,NOT:[39,61],Not:[15,19,65,75],ONE:2,OPs:[41,42],One:[7,9,14,16,26,43,47,57,60,67,77,81,85,86],Ops:[44,48,61],PFS:28,QoS:71,Such:49,THE:2,TLS:[15,28,70],That:[8,12,40,53,67,69],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,18,19,23,25,26,27,29,35,36,38,39,40,41,42,43,47,48,49,50,51,52,53,54,57,58,59,60,61,62,64,65,67,69,70,71,76,77,78,79,81,82,83,84,85,86],Their:[2,8,19],Then:[4,8,30,50,52,53,57,59,60,64,70,71,76,78,83,84,85],There:[7,8,12,14,15,17,18,19,24,26,27,29,36,37,47,50,51,53,61,64,70,77,78,79,80,81,83,86],These:[7,17,32,48,65,69,78,84],USE:83,USING:83,Use:[2,7,12,15,29,40,44,53,60,64,67,68,70,83],Used:[9,44],Useful:2,Using:[19,44,47,58,62,71,85],VMs:58,VPS:70,WITH:59,Will:[12,14],With:[2,8,9,38,49,51,77,84],YES:27,Yes:[53,58],___fc_layer_0__:70,__doc__:48,__file__:27,__gradient_machines__:14,__impl__:48,__init__:[31,39,49,50,60],__main__:[31,79],__meta__:83,__metaclass__:61,__name__:[31,79],__param_conf__:14,__rnn_step__:57,__tmp_params__:14,__va_args__:45,_binari:18,_block:50,_create_global_var:39,_error:77,_librari:18,_link:9,_loss:31,_name:50,_op:61,_proj:8,_res2_1_branch1_bn:79,_source_language_embed:[57,76],_target_language_embed:[57,76],_test:18,_var:50,_var_desc:50,a_op:61,aaaaa:21,aaaaaaaaaaaaa:70,abc:8,abil:31,abl:[8,15,39,41,43,50,75,77,85],about:[4,8,9,17,18,27,29,36,41,47,48,51,61,64,66,67,70,84,85,86],abov:[2,4,7,8,15,17,18,19,23,30,32,36,38,39,41,43,48,49,51,53,58,59,61,62,64,70,71,75,77,79,81,84],abs:[8,9,16,31,77],abs_numerical_grad:16,absolut:[1,65],academ:82,acceler:[20,69],accept:[2,4,6,8,12,15,40,44,81,84],acceptor:84,access:[1,8,9,15,18,23,26,27,39,41,57,86],accessmod:70,accessor:39,accident:82,accomplish:53,accord:[1,2,7,8,16,24,32,41,42,44,49,50,61,65,66,67,69],accordingli:[4,7,8,60],accordingto:84,account:[44,75],accrodingli:22,accumul:[19,24],accur:[16,26],accuraci:[7,60,81,82,85],achiev:[64,78],ack:67,acl:85,aclimdb:85,across:[8,12,36],act:[8,9,17,41,43,49,51,57,81],act_output:48,act_typ:81,action:[70,82],activ:[4,9,13,18,41,48,51,52,57,60,62,67,81,85],activi:9,actual:[2,22,31,48,51,62],adadelta:81,adagrad:81,adam:[15,24,31,81,85,86],adamax:81,adamoptim:[76,81,85,86],adapt:[7,10,14,51,85,86],add:[2,8,9,12,14,16,17,18,22,26,30,33,41,42,44,47,50,51,52,58,59,60,61,62,64,69,81,83],add_depend:18,add_execut:18,add_input:[36,60],add_memori:36,add_output:36,add_scalar:[17,38],add_test:[18,60],add_to:8,add_two:[17,36],add_unittest_without_exec:60,add_var:50,addattr:[48,61],addbia:60,addcom:[48,61],added:[2,7,14,17,42,59,60,61],adding:79,addinitialoper:50,addinput:[48,61],addit:[8,9,44,49,53,61,62,81],addop:[30,62],addoutput:61,addr:19,address:[19,24,41,43,53,64,67,75],addrow:60,addtion:65,addtolay:8,addtyp:48,adject:85,adjust:51,admin:[75,82],administr:[26,58,75],adopt:[31,84],advanc:[16,57,64,67],advantag:[16,85],adventur:82,adverb:85,adversari:[31,40],advic:64,affect:[8,17],afford:23,afi:2,aforement:[18,65],after:[8,9,12,17,18,23,24,26,29,37,41,42,52,53,57,59,60,61,62,65,67,69,70,71,77,78,79,81,83,84,85,86],again:[15,19,64],against:70,age:[12,83],agg_level:8,aggreg:70,ago:18,aid:64,aim:[85,86],aircraft:86,airplan:78,aistat:8,alex:[8,85],alexnet_pass1:69,alexnet_pass2:69,algorithm:[8,10,23,51,57,76,78,85,86],alia:[5,6,8],align:[8,9,12,86],all:[2,6,7,8,10,14,15,17,18,19,22,24,26,27,29,31,32,35,36,38,39,41,43,44,48,51,53,57,58,59,60,62,64,65,66,67,69,70,71,75,76,77,79,81,82,83,84,85,86],alloc:[6,24,27,60,62,69],allow:[15,24,41,53,59,60,64,67,70,81],allow_only_one_model_on_one_gpu:[66,67,69],almost:[51,58,65,76],along:85,alpha:18,alreadi:[18,19,39,41,42,47,53,64,65,67,70,71,85],alreali:[66,86],also:[1,2,8,9,12,15,17,18,22,25,30,31,32,37,38,39,40,47,48,49,52,53,57,58,60,61,64,65,71,75,77,78,79,81,84,85],altern:61,although:51,altogeth:75,alwai:[4,8,9,14,18,40,43,50,51,67,70,86],amaz:78,amazon:[70,71,81,85],amazonaw:70,amazonec2fullaccess:70,amazonelasticfilesystemfullaccess:70,amazonroute53domainsfullaccess:70,amazonroute53fullaccess:70,amazons3fullaccess:70,amazonvpcfullaccess:70,ambigu:[40,84],amd64:[52,70],american:78,among:[70,85],amount:[64,85],analysi:[51,64,80,84],analyz:[81,85],ancestor:[38,39],andd:70,ani:[1,2,8,9,12,15,18,19,24,26,27,39,40,41,42,43,58,61,62,64,70,81,83,86],anim:82,annot:84,annual:84,anoth:[2,8,14,15,17,27,47,48,53,58,67,70,84,85],ans:70,answer:[51,70,84],anyth:[12,40,59,70,84],anytim:31,api:[12,14,15,18,24,25,27,28,30,31,36,37,44,46,49,50,52,60,61,64,70,74,75,77,81,83,85],api_shar:18,api_test:18,api_trainer_config_helpers_data_sourc:83,api_trainer_config_helpers_lay:57,api_trainer_config_helpers_layers_context_project:83,api_trainer_config_helpers_layers_cos_sim:83,api_trainer_config_helpers_layers_data_lay:83,api_trainer_config_helpers_layers_embedding_lay:83,api_trainer_config_helpers_layers_fc_lay:83,api_trainer_config_helpers_layers_pooling_lay:83,apiserv:70,apivers:[70,71],apo:86,appar:86,appear:[32,84],append:[2,14,39,40,57,60,65],append_gradient_machin:14,append_oper:39,appleclang:52,appleyard:64,appli:[8,31,32,47,57,60,78,81],applic:[32,39,44,53,61,64,70,71,75,85],applyl1:22,appoint:61,appreci:[59,85],approach:[8,37,41,42,75],apt:[52,78],arbitrari:[8,41,62],architectur:[76,84,85,86],architecur:85,archiv:[12,34,35],area:31,arg:[2,7,9,48,51,61,66,77,78,79,81,84,85],arg_nam:8,argu:84,argument:[2,4,8,12,17,22,23,37,43,57,60,67,68,76,77,78,79,83,84,85,86],argv:79,arn:70,around:[2,8,26,70,75],arrai:[4,6,8,12,14,24,32,38,39,40,44,49,51,61,79],arrang:49,arrow:31,art:[51,84],articl:[32,58,59,65,71],artifact:70,artifici:77,artist:82,arxiv:[8,9,31,77,85],as_row_vector:8,as_step_input:17,ask:[19,26,58],aspect:85,assign:[7,8,23,62,67,70,75],associ:[37,45,62,84,85,86],assum:[7,8,17,41,57,69,76],assur:1,astyp:[40,61,77],asyc:19,async:[19,66],async_count:67,async_lagged_grad_discard_ratio:67,async_lagged_ratio_default:[66,67],async_lagged_ratio_min:[66,67],asynchron:[19,67],atla:52,atlas_root:52,attenion:9,attent:[8,9,53,86],attitud:85,attr1:8,attr2:8,attr:[6,8,9,17,38,39,48,57,61],attr_map:48,attrdesc:38,attribut:[2,8,9,13,17,38,42,44,47,48,49,60,61,76,84],attributemap:61,attrproto:48,attrtyp:[38,48,61],attrvalu:48,auc:66,aucvalidationlay:67,authent:70,author:[28,70,79],authorized_kei:65,auto:[17,22,34,44,47,49,60,61,62,64,80,83],autom:[70,86],automak:52,automat:[8,15,24,30,41,42,44,48,52,53,57,59,60,61,65,66,67,70,83,84,86],automaticli:8,automobil:78,avail:[19,24,42,43,52,70,75],averag:[7,8,11,23,67,79,81,83,84,85,86],average_test_period:[66,67,84],average_window:85,averagepool:8,avg:[64,81],avgcost:[81,83,85,86],avgpool:[8,81],avoid:[16,17,19,37,64],avx:[52,53,59],await:71,awar:[15,36,39,53,58,70],aws:28,aws_account_id:70,awsaccountid:70,awskeymanagementservicepowerus:70,aync:42,b2t:76,b363:71,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:71,ba5f:70,back:[2,14,19,31,41,53,61],background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,17,22,24,31,37,45,57,60,67,69],backward_first:57,backward_op:16,backwardactiv:60,bag:[81,85],baidu:[51,71,76],baik:76,bake:41,balanc:[42,67,70,77],balasubramanyan:85,bank:84,bare:[71,75],barrier:67,barrierstatset:64,base:[7,8,11,12,15,23,41,44,45,49,51,57,58,60,61,64,65,67,70,76,77,81,83,85,86],baseactiv:9,baseev:14,basematrix:60,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[53,58,59,70,71],bashrc:52,basic:[2,8,14,38,44,45,49,53,59,60,81,82,85],batch:[2,8,9,10,12,14,15,17,19,21,22,31,33,36,49,60,65,67,70,71,77,78,79,81,83,84,85,86],batch_0:79,batch_id:[14,31],batch_im:31,batch_label:31,batch_norm:31,batch_norm_lay:9,batch_norm_typ:8,batch_read:[21,40],batch_siz:[2,12,31,51,65,76,77,78,81,83,85,86],batch_szi:31,batch_z:31,batchnorm:31,batchsiz:[8,60],bazel:18,bbbbb:21,bbox:[7,8],bcd:8,bcebo:12,bdist_wheel:46,beam:[8,57,67,84,86],beam_gen:[8,57],beam_search:[14,57],beam_siz:[8,57,66,67,69],beamsiz:86,becaus:[4,7,8,12,15,17,18,19,24,37,39,40,41,47,49,50,57,58,60,62,69,70,78,81,84],becom:[42,47,64],been:[2,18,23,52,58,78,81,84,85,86],befor:[4,8,9,19,26,29,32,37,40,53,59,61,65,70,75,78,85,86],begin:[4,7,8,22,24,29,32,60],beginiter:[14,15],beginn:57,beginpass:[14,15],begintrain:15,behavior:64,behind:49,being:[26,40,62,77],belong:[8,41,47,86],below:[2,8,17,19,24,37,40,41,42,49,50,57,60,64,65,70,77,78,81,83],benefit:[9,26,27],bengio:8,bertolami:85,besid:[1,8,12,41,86],best:[8,18,52,53,58,67,81,83,85,86],best_model_path:84,besteffort:71,beta1:10,beta2:10,beta:[31,79],better:[8,9,18,51,65,70,75,77,83],between:[7,8,10,14,18,19,24,35,37,42,43,45,47,51,61,62,70,77,81,82,85,86],bgr:79,bi_gru:9,bi_lstm:9,bia:[8,9,10,57,60,79],bias:[8,60],bias_attr:[8,9,51,57],bias_param_attr:9,biases_:60,biasparameter_:60,biassiz:60,bidi:71,bidirect:[8,9,57,84,86],bidirectional_lstm_net:85,big:[42,64,75],bigger:19,biggest:85,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:64,bin:[52,53,65,70,71,83],binari:[2,7,8,12,18,27,31,41,58,64,70,76,81,85],bind:[30,47],bird:78,bison:52,bit:81,bitext:86,bla:52,black:31,blank:[8,70],block:[8,20,22,24,36,41,42,50,51,60,61,62,64,67,79,85],block_i:8,block_x:8,blockdesc:[17,32,39,44],blog:85,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:85,book:[12,44,57],bool:[2,6,7,8,9,11,12,14,17,33,39,48,49,50,60,67,69,81,85],boot:[8,57,75],boot_bia:8,boot_bias_active_typ:8,boot_lay:57,boot_stat:49,boot_with_const_id:8,bootstrap:52,bootstrapp:75,borrow:[31,49],bos_id:[8,57],both:[5,6,8,9,15,17,18,19,26,31,41,42,50,53,57,60,61,62,64,70,77,79,81],bottleneck:[64,79],bottom:[14,85],bound:8,boundari:41,boundri:7,bow:[81,85],box:[8,31,64],brace:[17,32],brain:26,branch:[8,15,17,18,33,38,41,46,61],breadth:[67,86],break_if:49,brendan:85,brew:52,brief:[18,24,62],briefli:64,bring:62,broadcast:[19,44,75],broken:59,brought:59,brows:53,browser:[53,70],bryan:85,bsd:58,bucket_nam:70,buf:22,buf_siz:12,buffer:[2,12,22,40,47,67],buffer_s:12,buffered_read:40,bug:[59,70],bui:85,build:[8,12,18,27,32,41,46,48,51,53,55,61,63,67,70,72,73,76,78,79,81,83,85,86],build_dict:12,build_model:31,built:[18,41,48,49,52,53,58,75,77,84],bunch:[64,81],bunk:85,button:[59,70],c11:34,c703c041:59,c99:35,c99e:70,cach:[41,81,84],cache_pass_in_mem:[2,81,84],cachetyp:[2,81,84],cacul:9,caff:17,caffe2:17,calc_batch_s:[2,84],calcul:[2,7,8,9,10,16,19,24,57,60,64,67,69,77,83],call:[2,7,8,9,14,15,16,17,22,23,24,25,27,31,32,36,39,41,44,45,47,48,49,51,53,57,58,59,60,61,62,64,67,70,78,79,81,85,86],callabl:[2,6,8,12],callback:60,caller:[16,70],caltech:78,can:[1,2,4,6,7,8,9,12,14,15,16,17,18,19,22,23,26,27,30,31,32,36,38,39,40,41,42,43,44,45,48,49,50,51,52,53,57,58,59,60,61,62,64,65,66,67,69,70,71,75,76,77,78,79,81,83,84,85,86],can_over_batch_s:[2,84],cancel:[26,59],candid:8,cannot:[43,44,47,49,60,61],caoi:86,capabl:[37,44,52,85],capac:70,capi:34,capi_prvi:35,caption:[51,86],captur:[51,65],card:65,care:[9,27,40,66,67,75,82],carefulli:[65,67,79],caret:14,carpedm20:31,cast_to_op_attr:48,cat:[53,78,79,85],categor:84,categori:[8,12,19,81,85],categorig:12,categoryfil:71,caus:[19,29,61],caution:[70,71],cc_:18,cc_binari:18,cc_test:18,ccb2_pc30:86,cclient:25,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9,85],center:2,cento:75,ceph:[21,71],cephf:[21,27,28],certain:[1,47,66,84],certif:[15,28,70],cffi:34,cfg:71,cgo:34,chagn:45,chain:[12,32,60],challeng:[8,19,33],chanc:[15,60,81],chang:[8,12,18,23,27,37,38,40,45,47,51,53,57,59,60,61,62,64,67,70,81,85],channel:[8,9,64,65,79],channl:[65,79],chapter:36,chapter_data:36,chapter_out:36,charact:[81,83],character:51,characterist:[69,78],check:[2,12,17,18,44,51,52,53,59,61,67,69,70,82],check_align:12,check_attr:48,check_eq:60,check_fail_continu:2,check_grad:[16,61],check_l:60,check_sparse_distribution_batch:[66,67],check_sparse_distribution_in_pserv:[66,67],check_sparse_distribution_ratio:[66,67],check_sparse_distribution_unbalance_degre:[66,67],checker:44,checkgrad:67,checkgrad_ep:67,checkmark:75,checkout:59,checkpoint:42,checksum:28,child:17,children:82,china:53,chines:80,chmod:[52,70],choic:[18,53,82],choos:[58,67,81,83],chosen:[1,31,82,86],chunk:[23,28,77,84],chunk_schem:7,chunktyp:7,cifar:[77,78],cifar_vgg_model:78,circl:32,claim:70,claimnam:70,clang:[34,52,53,59],clarifi:7,class1:85,class2:85,class_dim:85,classfic:[79,85],classfiic:78,classic:[8,51],classif:[2,4,8,32,69,79,80,81,85,86],classifc:85,classifi:[8,31,77,78,79,81,85],classification_cost:[41,78,81],classification_error_evalu:[7,77,81,85,86],classification_evalu:7,claster:70,clean:[4,17,18,37,44,58,59,83],clear:[7,18,37,47],clearer:37,clearli:47,cleric:82,cli:70,click:[59,64,70],client:[22,25,44],clip:[6,9,67,81,85],clock:8,clone:[8,52,53,58],close:[2,40,43,59],closer:51,cloud:[18,19,27,28,29,43,44,75],cloud_read:12,cls:81,cludform:70,cluster:[12,14,15,17,19,24,41,43,66,67,71,81,86],cluster_train:65,cm469:70,cmake3:52,cmake:[35,52,58,60,61,64],cmakelist:[18,60],cmatrix:[34,35],cmd:71,cna:8,cname:70,cnn:[8,71,79,81],coars:30,code:[2,4,8,12,15,18,26,30,31,32,37,40,41,42,44,45,48,49,50,51,52,53,54,57,60,61,62,63,64,65,70,71,77,81,82],codebas:44,coeff:8,coeffici:8,collabor:19,collect:[8,12,14,51,82],collectbia:60,colleg:82,color:[78,79],colour:12,column:[7,8,32,40,43,60,76,86],column_evalu:7,column_nam:39,colunm:86,com:[8,9,12,18,31,52,53,58,59,70,71,75,79],combin:[7,8,9,12,14,44,47,77,83,85],come:[38,49,85],comedi:82,comma:[14,24,67,76],command:[1,4,18,22,27,29,51,52,53,58,59,60,61,63,64,65,70,71,72,73,76,77,78,79,83,84,85],commandlin:[64,85],commenc:81,comment:[10,18,48,59,61,81,85],commit:18,commnun:65,common:[21,57,60,66],common_util:65,commonli:[29,57,64,69],commun:[19,24,25,41,42,60,65,70],compani:85,compar:[16,18,44,58,60,61,77,81],comparison:18,compat:[2,30],compet:85,competit:77,compil:[8,18,41,45,48,50,52,53,58,59,60],complaint:18,complet:[4,8,9,10,12,14,17,19,23,24,28,32,44,60,61,62,70,71,75,81],complex:[1,2,9,26,40,44,57,64,81],complic:[8,30,41,49],compon:[41,49,60],compos:[12,15,30,36,39,44,77,84],composenotalign:12,composit:[30,45],compress:23,compromis:58,comput:[8,9,15,16,19,41,42,43,45,47,50,51,52,53,57,58,60,61,64,69,70,81,83,84,85],computation:[8,57],conat:8,concat:[31,57,86],concaten:[9,31,36,49],concentr:44,concept:[2,7,15,30,31,36,37,38,43,47,49,50,53,57],conceptu:31,concern:15,concis:[31,49],conclud:61,concret:[44,61],concurr:[19,26,42],concurrentremoteparameterupdat:67,cond:[17,33,38],condit:[8,23,33,41,57,65,71,86],condtion:31,conduct:64,conf:[4,8,65,76,77,79,86],conf_paddle_gradient_num:70,conf_paddle_n:70,conf_paddle_port:70,conf_paddle_ports_num:70,conf_paddle_ports_num_spars:70,confid:[8,85],confidence_threshold:8,config:[2,6,8,21,29,51,60,65,66,67,70,71,75,76,77,78,79,81,85,86],config_:[22,67],config_arg:[66,67,69,79,81,84,85],config_bas:[7,8,14],config_fil:84,config_gener:[65,83],config_lay:60,config_len:24,config_pars:[4,60],config_proto:24,configur:[0,1,2,4,8,14,22,24,26,27,42,51,56,58,60,61,62,64,67,75,76,78,79,85,86],confirm:29,conflict:[47,59],confront:86,confus:31,congest:67,conll05st:84,conll:[12,84],connect:[1,9,27,41,42,51,60,70,71,75,77,78,79,81,83,85],connectionist:[8,85],connor:85,consequ:[8,9],consid:[7,8,10,52,53,58,64,69,75,78],consider:[2,9],consist:[7,8,12,23,38,40,44,48,61,78,79,81,84,86],consol:[64,70],consolid:17,const_cast:61,constant:[43,60,61],constraint:[41,47],construct:[2,4,7,15,36,39,44,47,48,50,57],constructbackwardgraph:32,constructoptimizationgraph:32,constructor:[39,44,47,48,60,61],consum:[19,85],contact:26,contain:[2,7,8,9,11,12,14,15,17,23,31,37,43,44,45,47,48,49,54,57,58,59,61,65,70,78,79,81,82,85,86],containerport:70,contemporan:85,content:[24,29,71,84,85],content_len:24,context:[8,9,12,47,57,61,62,76,81,83,84,85,86],context_attr:9,context_len:[8,9,81],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,81],contibut:59,contin:70,continu:[2,7,19,67],contrast:[8,86],contribut:[54,58,63,85],contributor:44,control:[6,17,43,53,59,67,70,71,75,86],conv2d:31,conv:[9,31],conv_act:9,conv_batchnorm_drop_r:9,conv_bias_attr:9,conv_filter_s:9,conv_layer_attr:9,conv_num_filt:9,conv_op:8,conv_pad:9,conv_param_attr:9,conv_strid:9,conv_with_batchnorm:9,conveni:[15,48,65],convent:[24,61],converg:[65,77,85],convers:41,convert:[2,4,12,21,40,45,76,78,79,81,83],convlay:8,convolut:[8,9,12,31,77,79,83],convoper:8,convtran:8,convtranslay:8,cool:[2,59],coordin:[19,24],copi:[14,15,23,26,29,32,36,49,53,59,70,77,83],copy_shared_paramet:77,copytonumpymat:77,core:[2,6,35,37,49,58,67,86],coreo:[70,75],corespond:84,corner:44,corpora:86,corpu:[12,84],correct:[2,8,16,60,61,70],correctli:[7,12,31,60,77],correl:[51,78,85],correspoind:15,correspond:[2,4,15,17,18,33,36,39,43,44,45,48,51,59,60,61,62,78,82,84,85,86],corss_entropi:15,cos:[8,48],cosin:[8,48,83],cosineop:48,cosineopproto:48,cosineopprotomak:48,cost:[4,10,14,15,32,38,41,43,51,67,77,81,83,85,86],cost_id:8,cost_val:41,could:[2,4,8,12,14,15,16,23,36,37,38,40,41,42,45,53,58,64,65,70,81,83],count:[7,19,27,40,64,67,69,71,76,83,84,85,86],counter:[19,23,32],coupl:51,cours:[7,27,58],cover:62,coverag:52,coveral:52,coveralls_uploadpackag:52,cpickl:79,cpp:[16,22,30,34,35,37,42,44,50,59,60,64,81,83,86],cpu:[1,2,6,8,16,27,37,41,43,44,46,52,58,61,62,64,67,71,77,84,85,86],cpu_per_p:43,cpu_per_train:43,cpuinfo:53,cpuplac:[61,62],cpusparsematrix:35,craftsman:82,crash:[19,64,65,67],crazi:65,creat:[4,6,8,12,14,15,16,17,19,24,28,29,30,31,32,36,37,39,45,50,51,52,53,58,60,61,65,67,75,76,77,78,86],create_bias_paramet:60,create_block:39,create_cloud_job:43,create_doc_str:48,create_global_var:39,create_input_paramet:60,create_op:61,create_oper:30,create_paramet:39,create_python_ops_creatation_funct:48,create_rnn:17,create_rnn_op:36,create_var:39,create_whileloop:49,createargu:77,createfromconfigproto:[4,77],creategradientoper:45,createop:48,createoper:17,createstack:70,createvar:50,createvari:17,creation:[30,70],creationd:70,creator:[12,21,44,45],creator_:45,credenti:29,credit:77,crf:84,crime:82,critic:[31,85],crlf:59,crop:79,crop_siz:79,cross:[8,61,81,84],cross_entropi:[8,15,31,43,77],cross_entropy_with_selfnorm:8,crt:28,csc:60,cslm:86,csr:60,csv:82,ctc:7,ctc_evalu:7,ctest:[53,58,59,61],ctor:39,ctrl:[58,65,83],ctx:[61,62,84],ctx_0:84,ctx_0_slot:84,ctx_n1:84,ctx_n1_slot:84,ctx_n2:84,ctx_n2_slot:84,ctx_p1:84,ctx_p1_slot:84,ctx_p2:84,ctx_p2_slot:84,cub:78,cuda:[18,44,52,53,58,64,65,67],cuda_dir:[66,67],cudaconfigurecal:64,cudadevicegetattribut:64,cudaeventcr:64,cudaeventcreatewithflag:64,cudafre:64,cudagetdevic:64,cudagetdevicecount:64,cudagetdeviceproperti:64,cudagetlasterror:64,cudahostalloc:64,cudalaunch:64,cudamalloc:64,cudamemcpi:64,cudaprofilerstart:64,cudaprofilerstop:64,cudaruntimegetvers:64,cudasetdevic:64,cudasetupargu:64,cudastreamcr:64,cudastreamcreatewithflag:64,cudastreamsynchron:64,cudeviceget:64,cudevicegetattribut:64,cudevicegetcount:64,cudevicegetnam:64,cudevicetotalmem:64,cudnn:[8,11,18,52,67],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[66,67],cudnn_convt:8,cudnn_dir:[66,67],cudrivergetvers:64,cuinit:64,cumul:8,curl:[52,70],curli:[17,32],current:[2,8,17,18,19,22,24,36,37,39,42,43,47,49,50,51,53,57,58,59,60,65,67,70,81,85,86],current_block:[38,39],current_oper:38,current_word:57,currentcost:[81,83,85,86],currentev:[81,83,85,86],curv:[15,78,84],custom:[1,2,15,27,31,44,60,70,82,85],custom_batch_read:40,cut:[42,49],cutoff:12,cycl:19,cyclic:8,cython:34,d3e0:70,d_b0:31,d_b1:31,d_b2:31,d_block:31,d_f:31,d_g:31,d_h0:31,d_h0_bn:31,d_h0_relu:31,d_h1:31,d_h1_bn:31,d_h1_relu:31,d_h2:31,d_loss:31,d_loss_fak:31,d_loss_real:31,d_optim:31,d_step:31,d_t:31,d_w0:31,d_w1:31,d_w2:31,dai:86,daili:85,dalla:2,dan:84,danger:2,dangl:58,darwin:70,dash:31,dat:[21,65,83],data:[0,1,2,4,7,10,14,15,16,17,21,22,23,28,31,32,36,37,38,42,43,44,47,48,49,50,52,53,57,60,61,62,64,65,66,67,69,72,79,82],data_batch_gen:77,data_dir:[76,78,85,86],data_fil:51,data_i:31,data_initialz:81,data_lay:[2,22,39,51,77,78,81,84],data_read:[12,40],data_reader_creator_random_imag:40,data_shar:49,data_sourc:77,data_typ:[12,50,57],data_x:31,databas:[12,85],datacent:[21,29],datacenter1:21,datacenter2:21,datacenter_1:21,datacenter_2:21,datacenter_nam:21,datadim:8,dataprovid:[1,51,65,83,84],dataprovider_bow:81,dataprovider_emb:81,dataproviderconvert:4,datasci:8,dataset:[0,2,21,27,40,51,57,67,76,78,79,81,84,85],datatyp:50,date:84,db_lstm:84,dcgan:[31,77],dcmake_install_prefix:52,ddim:62,dead:19,deal:[75,77],debian:53,debug:[2,16,29,41],decai:[10,78],decar:12,decayr:22,decent:23,decid:[15,26,31,40,45],declar:[8,17,31,36,83],decod:[8,9,57,84,86],decoder_boot:57,decoder_group_nam:57,decoder_input:57,decoder_mem:57,decoder_prev:9,decoder_s:57,decoder_st:[9,57],deconv:[8,31],deconvolut:8,decor:[2,12,60],decreas:51,decrypt:70,deduc:44,deep:[8,26,31,32,44,51,53,55,64,77,78,79,81,84],deeper:[51,53,79],deer:78,def:[2,8,12,15,16,21,27,30,31,36,39,40,48,49,50,51,57,60,61,77,79,81,84],def_block:31,defalut:[8,67,69],default_block:31,default_devic:69,default_st:49,default_valu:69,defect:37,defer:26,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,19,26,30,31,36,38,39,40,42,44,47,48,49,51,57,60,62,65,67,76,77,78,84],define_py_data_sources2:[2,51,78,79,81],defini:86,definit:[2,17,19,23,38,41,48,49,51,53,61,76,81,85],definiton:30,degre:8,delai:[62,67],delar:81,delet:[27,28],deletestack:70,delimit:[7,82,83],deliv:75,delta:[8,16],delv:8,demand:19,demo:[8,12,44,65,71,72,76,77,78,79,80,81,82,83,84,85,86],demograph:82,demolish:71,demonstr:[51,57,62,77,83],denot:[61,69,81,82,84],dens:[2,8,12,24,25,60,70,81,83],dense_arrai:12,dense_vector:[2,4,12,51],dense_vector_sequ:12,dep:18,depend:[17,18,19,27,41,42,50,51,53,58,61,65,69,75,78,82],deploi:[8,65,69,75],deploy:[44,65,70,75],deprec:8,depth:17,dequeu:42,deriv:[5,15,33],desc:[17,39,48,49],desc_:17,descend:49,descent:[8,19],describ:[15,17,18,23,37,38,39,44,48,50,51,59,60,61,62,70,71,77,81,84],describestack:70,describestackev:70,describestackresourc:70,descript:[4,7,17,18,45,50,52,59,61,68,70,78,83],deseri:[14,37],deserializ:44,desgin:32,design:[2,8,12,22,34,61,75,85],desir:[19,70,71,76],destin:[24,29],destroi:17,destruct:47,destructor:60,det_output:7,detail:[2,4,6,7,8,9,10,16,23,27,29,31,36,39,41,43,47,49,52,57,58,59,60,61,62,64,65,68,69,70,71,75,76,77,79,81,83,85,86],detect:[53,59],detection_evalu:7,detection_output:7,determin:[2,8,12,17,44,60,77],dev:[44,52,53,58,59,75,78,86],dev_ctx:17,devel:52,develop:[18,37,45,46,52,62,66,67,86],deverlop:67,deviat:6,devic:[6,37,41,43,44,61,62,67,86],device_context:61,device_context_:61,devicecontext:[17,61],deviceid:69,devid:[8,67],dez:85,dhcp:75,diagnos:65,diagram:[36,79],diamond:31,dict:[2,7,12,14,39,43,81,83,85,86],dict_dim:85,dict_fil:[7,81,84],dict_siz:[12,22],dictionai:81,dictionari:[2,7,8,12,14,15,16,43,69,79,81,83,84,85,86],dictsiz:86,did:[2,37],diff:59,diff_mat:16,differ:[2,7,8,14,17,18,19,24,26,31,33,41,42,43,45,47,49,51,53,57,59,60,61,62,65,67,70,71,76,78,79,81,85,86],differenti:[30,61],difficult:[7,16,51,58],dig:[53,64,70],digit:[2,8],dilat:8,dilation_i:8,dim0:61,dim1:61,dim:[8,12,22,36,39,44,50,60,61,62,76,79,81,85],dim_:62,dimens:[5,8,11,12,31,44,49,60,61,62,69,76,81,83,85],dimension:[2,51,57,60,62,77,81],dimenst:76,dimes:8,dir:[65,79,81,83,84,85,86],dirctori:53,direct:[8,9,53,79,84],directli:[1,2,9,18,25,27,37,41,48,49,51,53,65,71,85],director:61,directori:[1,8,18,21,26,28,29,52,53,58,59,62,64,65,67,71,78,79,81,83,84,85,86],diretcoti:79,dis_conf:77,dis_train:77,dis_training_machin:77,disabl:2,discard:[12,19,23,59,67],discount:8,discov:[19,84],discoveri:70,discrep:64,discrim:31,discrimin:77,discriminator_train:77,discuss:[15,17,23,24,25,41],disk:[58,71],dispatch:[37,41,65,67],displai:[27,29],disput:86,dist:46,dist_train:[15,27],distanc:7,distibut:76,distinguish:[18,65,77,86],distribut:[8,17,23,24,25,26,42,43,44,50,52,63,71,72,73,75,77,81,84],distribute_test:[66,67],distributedli:[41,60],disucss:15,divid:[10,48,50,66,78,86],diy_beam_search_prob_so:[66,67],dmkl_root:52,dns:70,do_forward_backward:40,doc:[4,12,36,49,52,53,59,61,62,65],dockefil:58,docker:[46,54,59,70,72,73,75],docker_build:15,docker_push:15,dockerfil:[53,58,59],dockerhub:53,doctor:82,document:[2,4,9,16,28,32,36,44,52,58,59,61,62,69,78,81,83,84,85],documentari:[2,82],doe:[2,4,9,19,23,24,26,27,37,40,41,42,44,45,50,51,58,60,61,62,64,81,83,84],doesn:[6,8,12,15,17,40,43,58,59,64,71,86],dog:[78,79],doing:[22,26,32,41,64],domain:70,don:[9,15,18,30,32,40,51,58,61,70,85],done:[7,8,9,18,19,23,24,41,45,59,64,70,77,85],dopenblas_root:52,dot:[61,67,79,86],dot_period:[67,69,77,78,83,85,86],dotmuloper:8,dotmulproject:8,doubl:[2,8,32,41,52,61,67],down:[64,81],download:[12,18,19,22,26,28,53,75,77,78,81,84,85],download_cifar:78,downsampl:78,doxygen:[52,59],dozen:18,drama:82,drive:47,drop:[2,9],drop_rat:6,dropout:[6,9,60,81],dropout_r:8,drwxr:71,dst:24,dtoh:64,dtype:[4,39,51,79],dubai:86,due:[23,26,31,39,82],dummi:[14,23],duplic:[42,82],durat:[23,64],dure:[1,2,8,9,17,19,23,26,27,44,51,60,61,66,67,70,75,81,83,84,86],durn:2,dwith_c_api:35,dwith_doc:52,dwith_profil:64,dwith_python:35,dwith_swig_pi:35,dwith_test:61,dwith_tim:64,dynam:[1,2,24,35,40,52,64,67],dynamic_cast:60,dynamic_recurrent_op:49,e2e:75,each:[1,2,4,7,8,9,11,12,14,16,18,19,22,23,24,26,27,32,36,37,39,40,41,42,44,45,47,48,49,51,53,57,59,60,65,67,69,70,75,76,78,79,81,82,83,84,85,86],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,earli:61,eas:[12,40,61,79],easi:[16,40,44,53,60,65,81],easier:[15,40,42,49,58,60],easili:[15,31,40,45,47,51],echo:[53,83,85],edg:43,edit:[7,53,58,70],editor:[53,58],edu:[12,70,71,78],educ:82,eeoi3ezpr86c:70,effect:[2,67,70],effici:[1,2,8,41,57,58,60],effort:41,efg:8,efs:70,efs_dns_nam:70,efsvol:70,eigen:[44,61],eigen_test:62,eigen_use_gpu:61,eigenmatrix:62,eigenscalar:62,eigentensor:62,eigenvector:62,eight:84,either:[8,12,14,15,31,33,36,64,81,83],elb:70,elbapis:70,elec:81,electron:[71,81],elem_dim:8,element:[2,4,7,8,9,12,14,16,23,40,42,43,44,61,62,81,85,86],element_typ:24,elementari:44,elif:[15,48],elimin:84,els:[15,22,27,31,33,41,42,47,48,53,58,60,61,79,81],emac:[53,58],emailweixu:18,emb1:22,emb2:22,emb:[71,81],embed:[15,17,22,42,49,57,80,83,85],embedd:84,embedding_lay:[22,81],embedding_nam:[8,57],embedding_s:[8,57],emphas:64,empir:8,emplace_back:60,emploi:[48,57,82],empti:[7,12,19,51,61],emul:86,enabl:[2,6,8,17,18,23,42,58,64,65,67,70],enable_grad_shar:[66,67],enable_parallel_vector:67,enc_proj:[9,57],enc_seq:9,enc_vec:57,encapsul:[24,43],encod:[9,23,57,86],encoded_proj:[9,57],encoded_sequ:[9,57],encoded_vector:57,encoder_last:8,encoder_s:57,encount:22,encourag:41,encrypt:70,encrypt_decrypt:70,end2end:75,end:[2,7,8,14,17,37,40,47,51,57,58,59,67,76,84,85,86],end_pass:15,end_po:8,endforwardbackward:14,enditer:[14,15],endpass:[14,15],endpoint:[12,21,70],endtrain:15,engin:[27,64,82],english:[2,8,86],enjoi:53,enlarg:61,enough:[17,51,58],enqueu:42,ensembl:9,ensur:[2,19,47,58,60],enter:[17,53,82],enterpris:44,entir:[8,9,24,26,61,85],entiti:[7,17,47],entri:[12,23,27,58,60,70,82],entropi:[8,81,84],entry_point:27,enueu:42,enumer:[5,81],env:70,environ:[15,43,52,53,58,59,64,65,66,67,70,71,77,78,83],eol:59,eos_id:[8,57],epel:52,epoch:[31,82],epsilon:10,equal:[8,9,19,49,61,67],equat:[7,8,9,10,53,61],equilibrium:77,equip:[52,57],equival:[8,15,17,33,48,75],error:[6,7,8,9,10,15,16,23,29,47,51,60,61,65,67,70,78,79,81,82,83,85,86],error_clipping_threshold:6,especi:[2,9,58,84],essenc:15,essenti:[8,15,52,62,84,86],estat:51,estim:[8,15,42],eta:71,etc:[7,12,17,40,41,47,53,65,66,69,70,75,85,86],etcd:[12,14,19,23,24,26],etcd_addr:24,etcd_endpoint:12,eth0:[65,70],ethternet:65,eval:[7,17,31,43,44,50,81,83,85,86],eval_bleu:86,evalu:[1,8,13,14,26,41,43,64,65,81,85,86],evaluate_difficult:7,evaluate_pass:85,evalut:[51,86],even:[15,40,58,64,67,85],evenli:[24,70],event:71,event_handl:[14,15],eventu:49,everi:[1,2,7,8,9,12,15,19,23,24,26,32,42,47,48,57,59,60,61,62,67,81,84,85,86],everyth:[31,41,42,51,59],everywher:58,evid:37,exactli:[2,8,9,53,70,84],exampl:[1,2,7,8,9,10,12,14,17,27,29,30,31,32,36,37,38,39,40,42,44,49,51,52,53,57,58,59,60,61,62,64,65,66,67,69,70,71,78,79,80,81,85,86],exceed:8,except:[2,8,12,26,32,49,69,76,85],exchang:37,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[53,67],execut:[18,19,23,27,31,43,45,58,60,64,70,82,84,85],executioncontext:[61,62],executor:[31,38],exist:[15,17,19,29,39,40,43,48,49,58,60,62,67,70,82,85],exit:[24,29,67,71],expand:[60,84,85,86],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,64,85],expens:86,experi:69,expert:18,expir:19,explain:[2,7,19,30,32,65,77,85],explan:[8,16,27,41,47,52,81,86],explanatori:[51,53],explicit:[49,60],explicitli:[2,15,43,61,62],exploit:78,explor:8,exponenti:5,expos:[25,49,53,70],express:[15,42,61,70,85],ext:8,extend:[7,42,49],extens:[26,42,61,82,83,86],extent:35,extern:[2,18,34,35,44],external_librari:18,extra:[6,8,9,41,51,75],extra_lay:14,extraattr:[6,69],extraattribut:8,extraattributenon:8,extract:[7,8,37,41,61,70,78,84,85],extract_fea_c:79,extract_fea_pi:79,extract_para:76,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,64],extremli:1,f120da72:71,f7e3:70,fa0wx:71,fabric:65,face:18,facotr:8,fact:[38,39,45,79],factor:[6,8,10],factori:34,fail:[2,19,23,43,61,67,69,71,78],failur:[19,24,61],fake:[31,77],fake_imag:40,faked_imag:31,falloc:28,fals:[2,6,7,8,9,10,12,16,17,33,36,38,40,51,57,60,61,67,69,71,76,81,83,84,85,86],false_block:[17,33,38],false_label:40,false_read:40,famili:86,familiar:[2,51],fanscin:2,fantasi:82,fantast:81,far:49,farmer:82,fascinatingli:1,fast:[8,23,45,64],faster:[8,9,19,57,64,85],fault:[14,23,44],favorit:58,favourit:53,fbd1f2bb71f4:71,fc1:[43,50,60,69],fc2:[43,50,69],fc3:69,fc4:69,fc8a365:70,fc8a:70,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[39,48,51,60,69,81,83],fc_layer_nam:9,fc_mat:14,fc_op:48,fc_out:17,fc_output:48,fc_param_attr:9,fc_without_b:17,fclayer:60,fcop:30,fdata:84,fea:79,fea_output:79,feat:85,featur:[2,5,8,12,59,67,78,81,85,86],feature_map:83,feed:[9,14,15,32,36,39,41,43,51,85],feed_dict:[31,43],feeder:12,feedforward:78,femal:82,fernan:85,festiv:2,fetch:[12,19,22,41,57,59,60],few:[2,18,19,40,53,58],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,17,45,48,64,70],fifth:32,figur:[15,18,31,36,42,57,60,64,76,77,78,79,84,85,86],file1:86,file2:86,file:[1,2,4,7,8,12,14,15,18,19,21,23,24,26,27,28,29,35,40,41,44,50,51,52,53,57,58,59,60,61,62,65,67,75,76,78,79,84,85,86],file_list:2,file_nam:[2,51,79,81,84],filenam:[2,21,39,83],fileoffset:28,filer:8,filesystem:[26,27,28,41,53,70],fill:[8,19,23,39,70,81],fill_zero_grad:44,film:82,filter:[8,9,79],filter_s:[8,9],filter_size_i:8,finali:65,find:[8,10,17,19,26,47,53,64,78,85,86],find_var:16,findop:17,findvar:[17,47],fine:[6,23,30,83],fingerprint:70,finish:[2,19,23,26,27,48,53,65,70,71,78],finit:60,first:[2,8,14,15,17,19,23,26,27,29,31,32,36,38,39,41,44,48,49,51,53,57,58,59,60,61,62,64,67,69,70,75,76,77,78,79,81,83,84,85,86],first_seq:57,firstli:[7,8],firstn:12,firstseen:71,fit:[1,12,44,59],five:[38,64,81],fix:[2,6,34,41,59,86],flag:[12,61,67,77,78,84],flatten:[38,39,62],flatten_s:50,flexiabl:40,flexibl:[1,8,9,15,24,32,36,41,49,57],flight:86,float32:[4,12,30,31,39,40,51,61,77,79],floor:8,flow:[17,36,46,59],fly:[51,81],fnt03:70,focu:[2,64],focus:61,folder:[18,21,27,29,52,70,78,85,86],follow:[1,2,7,8,9,10,12,14,15,16,17,18,19,23,27,30,31,32,33,36,38,40,42,44,47,48,49,52,53,57,58,59,60,61,62,64,65,69,70,71,72,73,75,76,77,78,79,81,82,83,84,85,86],fool:77,forbid:15,force_load:34,forecast:85,forest:17,forget:[10,15,85],fork:8,form:[1,2,8,9,10,64,84],format:[1,2,7,12,14,16,23,49,51,59,60,61,62,67,70,76,78,82,83,85],former:[15,18,86],formula:[8,9,16],formular:8,forth:31,forward:[5,8,9,16,17,22,24,31,37,38,44,45,57,60,69,77,84,85],forward_op:16,forwardactiv:60,forwardbackward:14,forwardtest:4,found:[2,4,8,38,47,52,57,77,78,81,85],four:[2,7,32,76,79,81,83,84,85],fp16:[44,50],fp32:[44,50],fp64:50,fpga:43,frame:[7,44,49],framework:[15,17,38,44,47,48,50,60,61,79,81,85],free:[12,75,86],french:86,frequenc:[12,64,76,81,85],frequent:[23,40,44,65,86],fresh:[26,43],friend:47,friendli:31,frog:78,from:[2,4,7,8,9,12,14,16,17,18,19,21,22,23,24,29,30,31,32,33,36,37,38,39,40,41,42,43,44,47,49,51,53,57,59,60,61,62,63,64,65,67,69,70,71,75,76,77,78,79,81,82,83,84,85,86],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[40,51,79],fulfil:64,full:[8,19,26,36,53,57,60,75],full_matrix_project:[9,57],fullfil:50,fulli:[41,42,51,59,60,64,75,77,78,79,81,83,85],fullmatrixproject:8,fullsiz:22,fully_matrix_project:9,fullyconnect:76,fullyconnectedlay:60,func:[12,23,45],funciton:9,functor:30,fundament:[42,44,51],further:[8,48,75],furthermor:43,futur:[8,26,41,44],fvs:48,fwd_op:45,g_b0:31,g_b1:31,g_b2:31,g_block:31,g_h0:31,g_h0_bn:31,g_h0_relu:31,g_h1:31,g_h1_bn:31,g_h1_relu:31,g_h2:31,g_im:31,g_loss:31,g_optim:31,g_step:31,g_w0:31,g_w1:31,g_w2:31,gain:8,game:77,gamma:79,gan:15,gan_train:77,gangliao:18,gap:67,gate:[8,9,85],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,37,60,61],gauss:6,gaussian:77,gaussian_normal_random:31,gcc:[34,44,52,53,58],gcreators_:48,gen:[8,86],gen_conf:[77,86],gen_data:86,gen_result:86,gen_train:77,gen_training_machin:77,gender:[12,82,83],gener:[1,2,4,7,8,9,12,14,15,16,17,18,19,21,23,24,26,30,38,40,41,42,44,45,48,49,51,52,53,59,61,64,65,67,69,70,76,79,80,81,83,85],generated_word_embed:8,generatedinput:[8,57],generator_conf:77,generator_machin:77,generator_train:77,genert:2,genr:[82,83],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,19,23,24,26,27,28,31,36,43,44,45,47,48,49,50,51,52,57,60,61,64,65,70,74,78,79,81,83,84,85],get_all_op_proto:48,get_batch_s:84,get_best_pass:85,get_block:39,get_cloud_job:43,get_config_arg:[69,81,85],get_data:[71,81,84],get_default_block:50,get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:85,get_input_lay:60,get_mnist_data:77,get_model:79,get_movie_title_dict:12,get_nois:77,get_numeric_gradi:16,get_numerical_gradi:16,get_output:16,get_shap:14,get_tensor:16,get_training_loss:77,get_vari:17,get_word_dict:12,getbatchs:60,geteigendevic:62,getenv:[15,27],getinput:60,getinputgrad:60,getinputvalu:60,getlayeroutput:14,getmat:22,getoptconfig:22,getoutputgrad:60,getoutputvalu:60,getparam:22,getparameterconfig:22,getparameterptr:60,getparameterspars:22,getparametersremot:22,getplac:[61,62],getsiz:60,getslotvalu:77,gettask:23,gettempl:70,gettranspos:60,getw:60,getweight:60,getwgrad:60,gfortran:52,gildea:84,gist:9,git:[46,52,53,58,59],github:[9,18,31,52,53,58,79],give:[2,19,36,44,51,53,58,60,64,70,81],given:[2,8,12,14,24,26,30,31,40,42,43,49,60,67,77,81,84,85,86],glide:18,global:[2,6,15,17,18,19,37,39,43,44,47,48,58,64,67,70,85],global_block:39,global_learning_r:6,globalstat:64,globalstatinfo:64,globe:2,glolal_block:39,go1:52,go_librari:18,go_test:18,goal:[32,44,64,84],gob:23,godep:18,godoc:34,goe:[8,9,19,33,47,51],going:[30,75,81,85],golang:[18,52],good:[8,31,40,64,75,85,86],goodfellow13:8,googl:[15,44],googleapi:[52,70],gopath:52,goroot:52,got:47,gpg2:70,gpg:70,gprotos_:48,gpu:[1,2,6,8,11,16,27,37,41,43,44,46,52,58,59,61,62,63,65,75,77,78,79,83,84,85,86],gpu_id:[67,69,77],gpu_per_train:[41,43],gpugpu_id:66,gpukernel:44,gpuplac:61,grab:[19,85],grad:[16,24,67,82],grad_op_class:44,grad_op_maker_:45,grad_op_typ:[44,45],grad_op_type_:45,grad_share_block_num:[66,67],grad_var_nam:16,gradient:[6,7,8,10,14,19,23,32,37,44,61,67,81,85],gradient_check:61,gradient_clipping_threshold:[6,81,85],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,35],gradientcheck:61,gradientmachin:[4,14,35,37,77,83,86],gradientmachine_:22,gradopdescmak:45,gradopdescmakerbas:45,gradopmak:45,gradual:[51,64],grai:78,grain:30,gram:[76,85],grandient:14,grant:70,graph:[8,14,17,18,19,31,36,38,41,43,50,62,76],graphviz:79,grave:85,grayscal:2,great:[42,75],greater:8,greaterthan:48,green:31,grep:[53,85],groudtruth:57,ground:[7,8,81,86],group:[9,23,75,85],group_input1:57,group_input2:57,group_input:57,grouplen:[12,82],grpc:75,gru:[8,57,81,86],gru_bias_attr:9,gru_decod:57,gru_decoder_with_attent:57,gru_encoder_decod:[76,86],gru_layer_attr:9,gru_memori:9,gru_siz:81,gru_step:57,gru_step_lay:9,grumemori:[9,57],gserver:[8,60],gsizex:64,guarante:[39,60],guard:22,guess:[51,85],guest:58,gui:64,guid:[28,44,54,57,59,60,64,70,71,76,78,85,86],guidenc:51,gzip:[23,71],h0_bn:31,h_prev:17,hack:[54,65],had:58,hadoop:15,half:70,hand:[44,62,82,83,85],handi:18,handl:[12,15,27,37,40,41,43,47,49,65,83,85],handler:[14,17],handwrit:[2,85],happen:[23,48],hard:[41,42,49,58,70,81],hardwar:[53,58,64],has:[2,4,7,8,9,10,12,15,16,17,18,19,23,24,26,31,38,41,42,43,44,48,53,57,58,60,61,64,70,71,75,76,78,81,82,83,84,85,86],has_kei:14,have:[1,2,4,8,9,12,15,16,17,18,19,23,24,26,27,30,31,32,36,37,38,39,40,41,42,43,44,45,47,51,52,53,57,58,59,60,61,64,65,67,69,70,75,76,78,81,82,83,85,86],haven:58,hdf:[1,21],head:[59,61,76,85],header:[24,35,44,51,60,76,79],health:82,heard:58,heavi:65,height:[8,12,17,34,40,60,61,78],held:19,hello:15,help:[2,4,17,29,44,49,50,58,59,65],helper:[8,41,45,49,60],henc:[39,47],here:[2,4,6,7,8,9,12,15,18,19,25,29,32,40,48,51,52,57,61,65,66,69,70,71,75,76,78,79,80,81,82,83,84,85,86],heterogen:[41,42],heurist:[8,42,67,86],hidden:[8,9,41,57,70,81,85],hidden_out:17,hidden_s:9,hierarch:[8,38,39,44,57],hierarchi:44,high:[6,60,75,77],higher:[1,30,49],highest:[12,17,86],highli:[1,2,12,49,57,69,83,85],him:15,hint:[42,51],his:43,histor:[30,85],hl_get_sync_flag:60,hold:[15,19,23,25,31,41,43,47,48,62,70],holder_:62,home:[21,29,41,43,52,65,70,71],homemak:82,honor:23,hook:[2,6,84],hookattr:6,hookattribut:6,horizont:[8,79],horror:82,hors:78,horst:85,host:[18,27,52,53,65,70,71],hostnam:[65,70],hostpath:71,hostport:70,hot:83,hour:[58,86],hous:[2,12,51,76],how:[1,2,6,8,15,17,19,23,29,30,37,48,51,57,58,65,67,70,71,74,78,79,81,83],howev:[2,8,9,16,26,37,39,40,41,45,48,51,57,66,67,70,85,86],hpp:34,html:[12,53,78],htod:64,http:[8,9,12,18,27,31,52,53,58,59,70,71,75,77,78,79,86],huber:8,huge:[8,59],huina:85,human:[8,86],hyper:[8,31,60],hyperplan:12,i0601:83,i0706:86,i0719:86,i1117:64,iamfullaccess:70,iamusersshkei:70,ib0:65,ics:12,icwsm:85,id_input:7,idea:[8,18,40],ident:[51,53,61,70,82],identifi:[33,60],identityoffsetproject:8,identityproject:8,ids:[7,8,60,81,83],idx:[23,31,60],ieee:85,ies:29,ifels:[17,38],ifelseop:38,ight:8,ignor:[2,8,67,76],ijcnlp:85,illustr:[2,7,19,24,30,36,41,43,57,60,64,81],ilsvrc:79,im_siz:31,imag:[2,11,12,15,31,32,38,40,43,50,51,54,58,59,69,70,72,73,75,77,79,80,86],image_a:40,image_b:40,image_classif:78,image_fil:40,image_lay:40,image_list_provid:79,image_nam:15,image_path:40,image_provid:78,image_reader_cr:40,image_s:79,imagenet:[8,21,80],imagepullpolici:70,imageri:8,images_reader_cr:40,imagin:32,imdb:82,imdber:85,img:[2,8,9,41,78],img_conv_lay:9,img_featur:2,img_pool_lay:9,img_siz:78,imgsiz:64,imgsizei:64,imgsizex:64,immedi:70,immutable_paramet:15,imperfect:44,implement:[2,8,9,10,12,17,23,24,25,26,27,30,33,34,35,37,41,42,47,48,49,57,81,84],implemet:22,impli:18,implicit:43,imposs:75,improv:[8,42,44,64,70,85,86],inarg:22,inbound:70,includ:[1,2,7,8,9,12,15,17,18,24,27,31,34,35,36,38,39,41,44,48,52,53,57,58,59,60,61,64,67,70,71,76,81,82,84,86],inconsist:82,incorpor:8,incorrect:8,increas:[19,23,67,86],increment:[32,67],incupd:60,inde:[12,40,53],independ:[8,16,24,43,47,75,81],index:[2,7,8,11,12,14,16,17,19,23,38,39,49,65,70,83],indexslot:[8,84],indic:[2,7,8,17,24,31,36,38,45,49,51,65,70,84],indice_map:49,indices_map:49,individu:[19,51,70],industri:[19,75],ineffici:37,infer:[0,15,17,19,33,34,39,43,44,52],infer_shap:39,inferior:26,infershap:[17,39,44,50,61,62],infershapecontext:[61,62],infiniband:65,info:[7,8,12,36,60,65,75],inform:[4,8,12,14,17,27,29,36,39,41,47,60,61,62,64,67,70,82,83,84,85,86],infrastructur:[70,77],ingor:67,inherit:[17,44,61],ininst:15,init:[6,14,17,31,36,41,50,60,69,70,77,81,84],init_attr:39,init_from_tar:14,init_hook:[81,84],init_model_path:[66,67,69,76,81,84],initi:[2,4,6,8,9,12,14,18,23,32,36,39,41,42,48,49,50,57,60,61,67,76,77,81,84],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:39,initpaddl:[4,77],initrd:75,inlcud:9,inlin:[62,70],inner:60,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:62,input1:[8,9,62],input2:8,input:[2,4,5,7,8,9,11,12,14,16,17,22,26,30,31,32,36,37,39,40,41,42,43,44,45,47,48,49,50,51,57,60,61,62,69,76,77,78,79,81,83,84,85,86],input_conf:8,input_data:60,input_data_target:60,input_featur:5,input_fil:[51,84],input_hassub_sequence_data:60,input_id:8,input_imag:[9,78],input_index:60,input_label:60,input_lay:60,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:49,input_seq:8,input_sequence_data:60,input_sequence_label:60,input_sparse_float_value_data:60,input_sparse_non_value_data:60,input_t:60,input_to_check:16,input_typ:[51,81],input_valu:16,input_var:16,inputbuff:22,inputdef:60,inputgradi:45,inputlayers_:60,inputs_to_check:16,inputtyp:[2,12],insert:[44,59],insid:[7,8,19,37,40,42,44,45,53,70],inspect:59,inspir:76,instal:[8,27,46,53,55,58,59,65,71,78,79,83,84,85],instanc:[8,16,17,19,21,25,33,36,39,41,44,45,57,60,62,64,67,84],instance_ip:70,instanti:19,instead:[8,9,11,18,22,27,32,40,41,53,58,65,81,86],instruct:[17,32,53,58,64,81],int16:50,int32:[38,49,50,67],int64:[28,50],integ:[2,7,8,12,23,27,34,60,81,85],integer_valu:[2,12,81],integer_value_sequ:[2,12,57,81,84],integr:[7,52,75,84],inter:[8,41,65],interact:[53,70],intercept:8,interchang:[32,44],interest:[64,85],interfac:[0,4,6,8,9,14,17,23,27,29,37,44,45,61,62,65,70,75,78,83,85],interg:81,intergr:8,intermedi:[29,31,41,58,84],intern:[8,9,14,70],internet:[18,19,75,85],interpret:[2,7,52,64],interv:[8,85],inth:62,intrins:52,introduc:[2,8,17,19,31,47,48,61,71,83,85],introduct:[3,77],introductori:58,intuit:[26,44],invalid:[40,47],invari:78,invoc:[18,30,44],invok:[2,8,14,37,41,42,44,45,48,58,64,70],involv:[61,77],iob:7,ioe:7,ips:70,ipt:[8,48,57],ipx:75,ipython:15,is_discriminator_train:77,is_gener:[76,77,86],is_generator_train:77,is_kei:83,is_loc:14,is_predict:[81,85],is_seq:[8,57],is_sequ:83,is_stat:6,is_tensor:48,is_test:[79,84,85],is_train:2,isn:64,isol:53,isspars:60,issu:[18,31,43,52,53,58,64],item:[8,12,14,26,40,75],iter:[8,9,10,12,14,15,19,40,41,49,78,84,85],its:[2,8,9,14,15,16,17,19,23,31,32,36,37,39,44,45,47,48,59,60,61,62,64,67,70,76,77,78,81,85,86],itself:[19,26,47,50],ivs:48,java:[17,34,38,44],jeremi:64,jie:[84,85],jmlr:8,job:[4,12,26,41,43,44,66,67,69,79,81,83,84,85,86],job_dispatch_packag:65,job_id:12,job_mod:76,job_nam:[27,70],job_namespac:70,job_path:70,job_workspac:65,jobpath:70,jobport0:70,jobport1:70,jobport2:70,jobport3:70,jobserv:27,johan:85,join:19,joint:[76,86],jointli:[9,86],journal:[84,85],journei:53,jpeg:78,jpg:79,json:[65,70,71,83],jth:9,judg:86,jupyt:[27,53],just:[2,5,7,8,9,12,18,23,24,31,36,37,41,44,45,47,51,58,59,65,69,70,76,78,83,84,85],jx4xr:70,jypyt:15,k8s:75,k8s_data:70,k8s_job:15,k8s_token:15,k8s_train:70,k8s_user:15,kafka:21,kaim:8,kaimingh:79,kebilinearinterpbw:64,kebilinearinterpfw:64,keep:[2,8,12,19,32,47,48,75],keep_top_k:8,kei:[2,12,14,16,17,19,21,23,28,44,45,48,49,58,59,61,64,65,83,85],kept:[8,39],kernel:[8,16,61,62,64,81],key1:67,key2:67,key_pair_nam:70,keyid:70,keymetadata:70,keypair:70,keyserv:70,keystat:70,keyusag:70,keyword:2,kill:[19,70],kind:[1,2,15,16,19,25,32,41,51,70,71,77,81,83],kingsburi:84,kms:70,know:[2,15,23,51,59,60,64,70,83],knowledg:85,known:[17,30,36,77,85,86],kriz:[12,78],ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:70,kubectl:71,kuberent:[19,70],kubernet:[15,19,44,63,65,72,73,75],kubernetes_service_host:15,kwarg:[2,9,10,12,48,81,84],l1_rate:6,l2_rate:6,l2regular:[78,81,85],l93:22,label:[2,4,7,8,10,12,14,31,32,38,40,41,42,43,51,71,77,78,79,80,81,85],label_dict:84,label_dim:[8,81],label_fil:[40,84],label_lay:40,label_list:84,label_path:40,label_slot:84,labeledbow:85,labl:85,lag:67,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,32,44,47,69,76,84,85,86],larg:[11,12,41,42,59,84,85,86],larger:[2,6,7,8,65],larger_than:[17,33,38],last:[7,8,9,36,38,50,51,57,65,67,81,85,86],last_time_step_output:8,lastseen:71,late:85,latenc:[8,41,65,70],later:[18,44,52,61,62,70,81],latest:[8,17,18,19,26,53,59,71,85],latter:[49,86],launch:[67,70,85],launcher:15,lawyer:82,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,17,22,31,32,33,38,40,41,42,44,48,49,50,51,57,63,66,67,76,77,78,79,81,83,84,85],layer_0:60,layer_attr:[8,57,69],layer_num:[69,79],layer_s:8,layer_typ:8,layerbas:60,layerconfig:60,layergradutil:60,layermap:60,layeroutout:8,layeroutput:9,lbl:[7,78],ld_library_path:[52,65],lead:64,leaki:31,learn:[6,7,8,9,10,12,15,24,26,31,32,40,41,42,43,44,51,53,55,57,58,60,61,64,78,79,81,84,85,86],learnabl:14,learning_method:[51,76,78,81,85,86],learning_r:[6,24,41,51,76,78,81,85,86],leas:19,least:[7,8,19,52,82],leav:[2,17,70],lecun:12,left:[8,17,51,62,79],legal:48,leman:86,len:[2,8,24,28,39,60,81,83,84],length:[8,9,12,24,36,44,49,57,67,71,85,86],leq:8,less:[8,15,65,75,86],less_than:15,let02:71,let:[4,7,8,15,17,26,30,32,36,45,51,61,70,83],level:[6,8,30,36,49,65,67,77,83,85,86],lgtest:18,lgtest_main:18,lib64:[52,65,67],lib:35,libapi:18,libari:35,libcudnn:52,libjpeg:78,libpaddl:[34,35,44],libpaddle_capi:35,libpaddle_gserv:35,libpaddle_math:35,libpython:52,librari:[8,18,25,35,41,52,53,61,65,67,83],licens:84,life:19,lifecycl:75,lifetim:47,lightweight:30,like:[2,7,8,12,17,18,19,22,27,30,31,32,39,40,41,44,47,49,51,52,57,58,64,65,66,69,70,75,76,79,81,83,85,86],limit:[8,12,44,64,67],line:[1,2,4,7,12,18,22,27,29,32,38,44,51,58,59,63,64,65,69,70,76,78,79,83,84,85,86],linear:8,linearactiv:51,linguist:84,link:[8,9,18,28,29,44,47,52,61,70,75,81,85],linux:[28,52,53,58,70,86],linux_x86_64:46,lipeng:76,lipton:85,list:[1,2,7,8,9,12,14,15,17,18,23,27,29,31,37,39,43,45,47,49,51,53,57,58,60,61,65,67,69,70,78,79,81,83,84,85,86],listen:[19,67],literatur:85,littl:[1,2,24,67,81,85],lium:86,live:[53,61],liwicki:85,load:[1,2,4,8,15,19,31,39,41,51,61,67,70,79,84,85,86],load_featur:79,load_feature_c:79,load_feature_pi:79,load_missing_parameter_strategi:[66,67,69,76,84],load_mnist:31,load_uniform_data:77,loadparamet:4,loadsave_parameters_in_pserv:[22,66,67],loc:7,local:[6,14,16,17,19,25,26,32,36,38,44,52,53,58,65,66,67,71,78,85],local_scop:16,localhost:53,localpath:29,locat:[8,14,18,49,57,60,81,84],lock:[18,19,23,24,42],lod:[36,49],lod_level:[39,50],lod_tensor:[36,50],lodtensor:[44,50],lodtesnordesc:50,log:[2,23,29,31,41,60,65,67,70,71,78,83,84,85,86],log_barrier_abstract:67,log_barrier_lowest_nod:[66,67],log_barrier_show_log:[66,67],log_clip:[66,67],log_error_clip:[66,67],log_period:[67,69,71,77,78,81,83,84,85,86],log_period_serv:[66,67],logarithm:5,logger:2,logic:[2,26,31,37,41,42,47,49,61,65],login:53,logit:31,longer:[19,41,86],look:[2,7,17,27,32,41,51,65,66,70,71,77,81],lookahead:8,lookup:81,loop:[16,17,40,47],loop_var:49,loss:[8,31,60,77,81,85,86],lot:[41,66,75],low:[8,49],low_rnn:36,lower:[8,36,65],lower_level_rnn:36,lowest:67,lpaddle_capi_shar:35,lpaddle_capi_whol:35,lrelu:31,lstm:[8,57,71,81],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:81,lstm_step:9,lstmemori:[9,57],lstmemory_group:8,ltr:8,lucki:51,mac:[35,52,53,58],machin:[8,9,12,14,31,41,42,51,58,60,66,67,69,70,71,75,81,83,85,86],machine_transl:57,maco:58,macro:[30,45,61],made:[2,19,24,51,57,82],mai:[2,8,9,16,17,40,41,42,43,44,47,53,62,64,70,82],main:[2,4,38,44,59,70,78,84,85],mainli:[25,61,67],maintain:[8,17,23,39,44,70],majel:18,major:[41,53,77,79,85,86],make:[2,7,8,15,17,18,19,23,24,26,32,36,37,40,41,44,49,52,53,58,59,60,61,64,65,70,75,78,81,83,85],make_ddim:62,make_function_oper:30,make_vari:48,maker:[44,45],male:82,malloc:60,man:28,manag:[14,19,24,25,29,41,47,50,59,65],manageri:82,mandarin:8,mani:[8,9,18,23,31,37,44,45,47,48,49,51,53,58,67,81,82,83,85],manipul:[39,45],mannal:65,manner:8,manual:[41,45,53,75],manufactur:86,manylinux1_x86_64:46,mao:85,map:[2,7,8,12,14,15,17,23,39,45,47,48,49,58,67,75,78,79,83],map_fn:49,map_read:12,mapper:12,mapreduc:15,marcu:85,mark:[2,31,32,36,42,47,50,57,75,84],mark_slot:84,market:[51,82,85],martha:84,mask:[6,8],master:[15,26,44,46,59,67,85],mastermind:18,mat:[34,35],mat_cache_row:22,mat_norm:22,mat_normal_shar:22,mat_param_attr:9,mat_sparse_row:22,mat_sparse_row_auto_grow:22,mat_sparse_row_id:22,mat_sparse_row_prefetch:22,mat_sparse_row_prefetch_full_s:22,mat_value_shar:22,match:[8,18,64],matchbox:75,math:[9,34,44,60,61,64],matirx:8,matmul:[17,36,49,61],matplotlib:78,matric:[4,57,60],matrix:[7,8,9,12,14,22,34,35,60,61,66,69,79,84],matrixptr:60,matrixtyp:35,matter:2,mattyp:22,max:[2,6,8,12,16,39,64,67,69,78,81,83],max_diff:16,max_id:[8,14,81],max_job_id:12,max_length:[8,57],max_movie_id:12,max_relative_error:[16,61],max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,81],maxid_evalu:7,maxid_lay:81,maxim:[8,86],maximum:[7,8,12,17,24,57,61,64,67,81,84,85],maxinum:11,maxpool:8,mayb:[8,17,78],md5:[12,20],mean:[2,6,7,8,9,10,11,12,14,18,36,40,41,47,51,57,58,61,64,65,67,69,70,75,76,77,78,79,81,83,84,85,86],mean_img_s:78,mean_meta:79,mean_meta_224:79,mean_valu:79,mean_var_nam:8,meant:49,measur:[51,64],mechan:[8,9,25,45,57,70,85],media:85,meet:84,mem:[8,17,27],mem_per_p:43,mem_per_train:43,member:[12,15,32,37,39,47,61],memcpi:[37,64],memor:85,memori:[1,2,9,17,22,23,27,44,57,58,60,62,64,67,69,71,81,84,85,86],memory_boot:9,memory_nam:8,memory_test:58,memory_threshold_on_load_data:67,mention:[18,23,42,58],mere:9,merg:[8,24,26,36,37,59,67,76,86],mergedict:[76,86],messag:[17,32,38,39,44,45,50,51,59,67,71,83,85,86],meta:[65,78,79,81],meta_config:[65,83],meta_gener:[65,83],meta_path:78,metaclass:61,metadata:[28,70,71],metal:75,metaphor:32,metaplotlib:15,method:[2,8,10,14,16,17,26,31,32,42,44,47,49,50,53,60,61,62,64,67,69,81,85,86],might:[8,17,18,38,42,45,53,58,60,70],mileag:64,million:[12,69,82],min:[6,8,39,64,69,70,83],min_block:17,min_count:42,min_desc:17,min_pool_s:2,min_word_freq:12,mind:65,mini:[2,8,12,14,17,19,33,36],mini_batch:40,minibatch:[8,17,32,33,38],minim:[2,10,17,31,42,44,51,67],minimum:8,minimun:67,minst:2,minu:45,minus_grad:45,minusgradop:45,minusop:45,minusopgradmak:45,minusopprotoandcheckermak:45,minut:[19,26,58,70,86],mirror:[18,53],mislead:24,miss:[31,67,76,84],mit:70,mix:[9,49,57,84],mixed_lay:[9,84],mixed_layer_attr:9,mixedlayertyp:8,mkdir:[29,52,53,70],mkl:[44,52],mkl_path:52,mkl_root:52,ml_data:[65,83],mnist:[2,4,21,31,32,38,40,41,43,44],mnist_provid:2,mnist_random_image_batch_read:40,mnist_train:[2,40],mnist_train_batch_read:40,mobil:44,mod:84,modal:84,mode:[8,14,59,67,77,78,79,83,85,86],model:[0,1,4,8,9,12,14,17,19,20,32,41,42,43,44,45,49,59,60,63,67,70,83,84,85],model_config:[4,77],model_list:[67,69,84,85],model_output:85,model_path:69,model_zoo:[76,79],modifi:[4,8,41,57,59,60,61,65,70],modul:[1,2,4,9,12,14,30,31,49,51,52,61,78,79,81,84],modulo:8,momentum:[6,47,51,81],momentumoptim:[51,78],mon:71,monitor:[81,85],mono:8,month:[18,81,86],mood:85,more:[1,2,4,7,8,9,12,15,16,18,19,23,26,27,29,30,32,36,39,40,41,42,44,45,49,51,53,57,58,59,60,61,62,64,65,69,71,75,78,81,84,85,86],morin:8,mose:[85,86],moses_bleu:86,mosesdecod:85,most:[2,4,8,12,15,18,26,32,40,41,50,51,57,60,64,66,75,83,84,85,86],mostli:[75,78,82],motiv:44,mount:[27,53,70,71],mountpath:[70,71],move:[8,19,23,29,64,70,75,83,85],movement:[64,85],movi:[2,12,85],movie_categori:12,movie_id:83,movie_info:12,movie_review:12,movieid:82,movieinfo:12,movielen:80,moving_average_fract:8,mpi:65,mse:[32,38],much:[8,19,40,49,64],mul:[30,43,60,61],mul_grad:61,mul_op:61,mulgradkernel:61,mulit:65,mulkernel:61,mulop:[30,61],mulopgrad:61,mulopmak:61,multi:[8,37,60,66,67,75,79,86],multi_binary_label_cross_entropi:8,multi_crop:79,multigradientmachin:37,multinomi:8,multipl:[7,8,9,12,14,15,16,23,24,26,30,41,42,43,44,50,53,57,60,61,67,69,70,77,81,83,85],multipli:[7,8,60,78],multiprocess:12,multithread:2,music:82,must:[2,5,7,8,9,12,24,39,40,44,48,52,53,57,59,60,61,62,65,67,69,70,86],mutabl:62,mutable_data:[61,62],mutuable_data:62,mxnet:17,my_cluster_nam:70,my_external_dns_nam:70,mypaddl:71,mysteri:82,name:[2,6,7,8,9,11,14,15,16,17,19,21,22,24,27,30,35,38,39,43,44,46,48,49,50,51,53,57,58,59,60,61,64,65,67,69,71,72,73,75,76,77,78,79,81,83,85,86],name_prefix:21,namespac:[17,33,34,53,60,61,71],nativ:8,natur:[23,26,42,49,69,84,85],nchw:8,ndarrai:[14,21],ndcg:8,ndcg_num:8,nearest:81,nearli:16,necess:49,necessari:[2,8,17,24,26,37,39,48,49,52,60,65,81,85],necessarili:60,need:[2,7,8,9,12,15,16,18,22,23,24,26,27,29,30,31,37,39,41,42,43,44,45,47,48,49,51,52,53,57,59,60,61,62,65,66,67,69,70,71,75,77,78,79,81,83,84,85,86],neg:[2,7,8,81,84,85],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,negat:84,neighbor:81,ner:7,nerual:41,nest:[2,8,12,17,38],net:[8,9,17,31,36,47],net_conf:85,net_diagram:79,netop:[17,44],network:[1,2,4,6,7,8,10,12,13,14,15,16,17,19,22,31,36,40,41,42,47,48,50,51,53,60,61,62,64,65,67,75,76,85,86],network_config:69,networkadministr:70,neural:[2,4,8,9,10,12,14,15,17,19,41,47,50,51,62,64,67,76,77,79,85,86],neuralnetwork:37,neuron:[4,60,81,85],never:[12,40,47,70,71],new_block_idx:39,new_stat:36,newblock:39,newest:24,newli:75,newop:17,newopdesc:39,newprogram:39,newremot:41,newtork:85,newvar:[17,47,49],newvardesc:39,next:[8,12,19,25,49,57,59,60,61,64,67,70,71,84,85,86],nfs4:70,nfs:70,nfsver:70,nginx:53,ngram:12,nic:[65,66,67],nil:23,nine:[12,84],nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nmt:86,nnz:60,no_cach:2,no_grad_set:[16,61],no_sequ:[2,8,83],noah:85,noavx:53,node:[8,18,26,41,42,43,44,50,58,60,65,67,70,71,75,85,86],node_0:70,node_1:70,node_2:70,nodefil:65,noir:82,nois:[8,19,31,77],noise_dim:77,noisi:31,non:[8,19,60,61,67,70],none:[1,2,4,6,7,8,9,10,11,14,15,16,17,31,33,36,38,39,43,48,49,50,51,57,79,81],nonlinear:60,nor:58,norm:[9,31,77],norm_by_tim:8,normal:[2,4,8,9,12,57,60,65,67,71,76,77,79],normzal:79,north:78,notat:8,note:[2,4,6,8,9,11,14,15,17,22,23,27,40,44,52,53,61,62,64,67,69,70,76,78,83,85],notebook:[27,53],noth:[5,14,47,58,59,67],notic:[57,60],notingradi:61,notion:49,notori:16,novel:85,now:[2,8,12,18,19,31,42,44,45,47,51,53,59,67,70,77,83,84],np_arrai:12,nproc:[52,58],ntst1213:86,ntst14:86,nullptr:[45,47,60],num:[8,9,65,67,81,84,85,86],num_channel:[8,9,78],num_chunk_typ:7,num_class:[8,9,78],num_filt:[8,9],num_flatten_dim:50,num_gradient_serv:[66,67],num_group:8,num_neg_sampl:8,num_p:[41,43],num_parameter_serv:15,num_pass:[14,51,66,67,69,71,81,83,84,85,86],num_repeat:8,num_result:7,num_results_per_sampl:8,num_shard:21,num_step:49,num_train:[41,43],number:[2,7,8,9,12,17,19,21,40,42,44,48,49,51,58,59,60,65,67,70,76,78,79,81,84,85,86],numchunktyp:7,numdevices_:69,numer:61,numeric_grad:16,numerical_grad:16,numlogicaldevices_:69,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,21,31,39,40,51,52,61,77,79],numreal:22,numsampl:64,numtagtyp:7,numtimeout:23,nv_:18,nv_gpu:58,nv_librari:18,nv_test:18,nvcc:[18,53],nvidia:[52,53,58,64,67],obei:7,obj:[2,51,78,79,81,83],object:[2,4,6,8,9,10,12,14,15,22,31,34,39,43,44,47,50,62,64,77,78,79,81,84],observ:[8,10,51,60,64,86],obtain:[26,81,84,85],obvious:18,occup:[82,83],occur:[12,14],occurr:17,oct:71,odd:8,off:[35,53,58,59,75],offer:[4,17,43,44,48,84],offici:[8,18,53,70,78],offlin:[19,21,75],offset:[8,22,83],often:[22,65,81,86],ograd:60,old:[16,24,26,44,53,67],omit:81,on_init:2,on_travisexclud:52,onc:[2,8,19,23,32,41,42,53,60,70,81],one:[2,5,7,8,9,10,11,12,14,15,16,17,19,22,23,24,26,27,30,31,36,37,38,39,40,41,43,44,45,47,49,51,53,58,59,60,61,65,67,69,70,71,75,76,77,78,79,81,83,84,85,86],one_host_dens:83,one_hot_dens:83,onehotcrossentropyopkernel:61,ones:[30,31,44,61],onli:[1,2,4,7,8,9,11,14,15,16,18,22,23,24,25,26,27,29,31,32,36,37,39,41,42,43,44,48,49,51,52,57,58,59,60,61,62,64,66,67,69,70,71,75,76,79,81,82,85,86],onlin:[8,10,19,21,40],only_cpu:16,onto:[41,42,70],op_:61,op_check:61,op_class:[44,48],op_maker_class:[44,48],op_proto:48,op_test_util:61,op_typ:44,opattrcheck:61,opcreat:48,opdesc:[17,32,38,39,44,45,48,50],opdescbind:45,opdescbuild:17,open:[2,8,15,21,31,40,51,53,70,79,81,84],openbla:52,openblas_path:52,openblas_root:52,oper:[8,9,10,12,16,17,31,32,36,41,43,47,50,53,57,60,62,64,67,70,76,78,83],operator_grad:16,operatorbas:[17,30,44,45,48,61],operatorwithkernel:61,opinfo:[44,45],opinfomap:45,opinion:85,opkernel:62,opkernelkei:44,opmak:48,opproto:61,opprotoandcheckermak:[45,61],opprotomak:[48,61],opregist:48,opregistri:48,ops:[16,17,18,32,38,39,44,50,61,75],ops_:17,ops_test:18,opt:[15,43,48,52],optestmeta:61,optim:[2,6,13,14,16,31,37,38,39,41,42,43,44,51,60,64,85],optimize_op_attr:39,option:[2,7,8,15,18,31,38,44,48,50,51,58,59,60,65,69,75],optyp:48,order:[2,8,9,12,14,32,40,49,60,67,70,71,75,77,79,81,85,86],ordereddict:14,ordinari:85,oregon:70,org:[7,8,9,12,21,28,31,52,53,77],organ:[7,8,78,85,86],orient:48,origin:[1,2,8,12,16,31,47,49,62,77,84,86],other:[2,7,8,9,12,17,19,24,29,36,47,48,52,53,57,58,59,69,70,71,75,76,77,78,79,81,82,84,85,86],otherchunktyp:7,otherwis:[1,8,12,15,19,24,26,31,40,57,59,65,69,83,86],our:[15,18,31,41,42,45,47,49,50,53,57,58,59,60,70,71,76,78,81,84,85,86],out:[8,14,15,17,18,23,26,36,39,50,51,57,61,62,64,67,70,71,78,85],out_dir:70,out_left:8,out_mem:57,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:68,outout_lay:14,outout_layer1:14,outout_layer2:14,outperform:84,output:[4,5,6,7,9,11,12,14,15,16,17,21,26,29,30,31,32,33,36,38,39,40,41,42,44,45,47,48,49,50,51,57,58,60,61,62,64,67,69,71,76,77,78,79,81,83,84,85,86],output_:[8,60],output_all_step:36,output_dir:79,output_fil:84,output_id:8,output_lay:[14,79],output_max_index:11,output_mem:[8,57],output_nam:16,output_num:36,output_path:21,output_s:50,output_seg:49,outputbuff:22,outputgradi:45,outputh:8,outputw:8,outsid:[2,8,9,47],outter_kwarg:2,outupt:49,outv:60,over:[1,8,9,14,15,49,59,60,64,81,84,85],overal:[31,75],overcom:85,overhead:64,overlap:[7,8,60],overlap_threshold:[7,8],overrid:[17,19,29,43,60,61,62],overview:[23,24,25],overwrit:29,own:[24,26,41,43,48,53,61,65,70],owner:58,pack:[49,53],packag:[2,12,23,27,30,46,53,59,61,70],pad:[9,81],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,19,21,27,29,30,31,33,34,35,36,37,38,41,43,44,48,49,50,51,52,53,54,57,58,59,60,61,63,64,65,67,69,70,75,77,78,81,83,84,85,86],paddle_begin_init_param:24,paddle_dir:61,paddle_element_typ:24,paddle_element_type_float32:24,paddle_element_type_float64:24,paddle_element_type_int32:24,paddle_element_type_int64:24,paddle_element_type_uint32:24,paddle_element_type_uint64:24,paddle_enforc:17,paddle_enforce_eq:[61,62],paddle_error:[34,35],paddle_exampl:27,paddle_finish_init_param:24,paddle_get_param:24,paddle_gradi:24,paddle_init_param:24,paddle_job:27,paddle_matrix:[34,35],paddle_matrix_cr:35,paddle_matrix_get_shap:34,paddle_matrix_shap:34,paddle_n:65,paddle_new_etcd_pserver_cli:24,paddle_new_pserver_cli:24,paddle_on_cloud:27,paddle_output:71,paddle_paramet:24,paddle_port:65,paddle_ports_num:65,paddle_ports_num_for_spars:65,paddle_pserver2:65,paddle_pserver_cli:24,paddle_pserver_client_releas:24,paddle_root:76,paddle_save_model:24,paddle_send_grad:24,paddle_source_root:76,paddle_train:[35,46,65],paddledev:[70,71],paddlepaddl:[1,2,4,8,9,12,14,18,19,21,24,25,26,27,28,29,30,31,32,33,36,37,39,40,43,44,47,49,50,51,52,57,59,60,61,63,64,65,72,73,75,79,81,83,84,85],paddlepadl:2,paddpepaddl:2,page:[59,70,83],pai:53,pain:43,pair:[7,8,17,32,41,44,84],pakcag:18,palceholder_just_ignore_the_embed:76,palmer:84,paper:[8,31,76,77,79,84,85,86],para:22,paraconvert:76,paradigm:44,paragraph:[36,85],paragraph_data:36,paragraph_out:36,parallel:[41,42,44,58,64,67,69,70,71,86],parallel_nn:[6,66,67],param:[6,8,9,12,16,17,24,37,62],param_attr:[8,9,22,51,57],param_config_proto:24,paramattr:[6,8,51,57],paramet:[1,2,4,7,9,10,11,12,13,16,17,18,20,22,26,29,31,32,36,38,40,41,47,48,49,51,60,62,63,69,77,78,81,83,84,85,86],parameter_attribut:8,parameter_block_s:[66,67],parameter_block_size_for_spars:[66,67],parameter_learning_r:6,parameter_nam:[14,15],parameter_serv:15,parameter_valu:22,parameterattribut:[6,8,9,22],parameterclient_:22,parametermap:60,parametermutex_:22,parameters_:60,parameterserver2:22,parameterset:15,parameterupdat:37,parameterupdater_:22,parametris:10,paramt:[70,76],paramutil:83,paraphras:86,paraphrase_data:76,paraphrase_model:76,paraspars:60,parent:[17,38,39,44,60],parent_:[17,47],parent_idx:39,parenthes:44,pars:[4,12,18,58,69,70,77,83,84],parse_config:[4,77],parser:83,part:[2,7,8,17,26,38,39,51,57,59,60,64,75,77,81,83,84,85,86],parti:[58,64,83],partial:[8,14,77],partial_sum:8,particip:61,participl:76,particular:[32,44,64],partit:[19,21,41,42,44,70],pass:[2,8,14,17,19,31,37,40,44,47,49,50,51,59,60,64,65,67,70,71,77,78,81,83,84,85,86],pass_id:14,pass_idx:40,pass_test:77,passtyp:60,password:65,past:[15,53,70],patch:28,path:[1,2,7,12,14,19,23,24,27,40,51,52,65,67,69,70,71,76,78,79,81,84,85,86],pattern:[12,19,34,51,70,85],paul:84,paus:[19,26],pave:86,pdf:[8,9],pem:[15,21,70],pend:[19,23],penn:84,peopl:58,per:[7,8,12,19,24,40,61,67,78,81],perfom:[67,69],perform:[1,8,16,24,31,37,44,51,57,58,60,61,63,65,66,77,78,81,85,86],period:[1,19,26,43,67,81,83,84,85,86],perl:[85,86],permiss:70,peroid:8,persist:70,persistentvolum:70,persistentvolumeclaim:70,person:[7,15],perspect:[44,64],perturb:[16,60],peter:43,pex:75,pfs:[21,29,43],pfsclient:21,pfspath:29,pgp:70,phase:[51,75],photo:[31,78],physic:75,pick:[2,70],pickl:83,pictur:81,piec:[8,9,51,62],pillow:[27,78],pip:[46,52,59,65,78,83],pipe:82,pipelin:84,pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,19,26,41,42,44,60,61,62,64,65,79,86],placehold:[31,51,62,76],placement:42,plai:[84,85],plain:[1,7,8,27,35],plan:[19,44,60],platform:[17,51,61,62,70],pleas:[2,4,6,8,9,10,15,19,23,24,25,36,39,40,41,43,44,52,53,54,57,58,59,60,61,62,70,76,78,81,83,84],plot:[15,78],plotcurv:78,plu:[8,16],pne:61,png:[78,79],pnpairvalidationlay:67,pnpairvalidationpredict_fil:66,pod:[21,27,70,71],pod_nam:70,point:[17,19,27,43,51,58,61,62,64,75],pointer:[17,24,39,44,47,62],polar:[12,85],polici:70,polit:85,poll:85,pollut:26,poo:78,pool3:60,pool:[2,9,13,78,81,83],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:9,pool_siz:[2,8,9],pool_size_i:8,pool_strid:9,pool_typ:[8,9],pooling_lay:[9,81],pooling_typ:[8,81],poolingtyp:11,pop:17,popul:24,popular:[18,31,51,79],port:[18,53,65,66,67,70,71],port_num:66,ports_num:67,ports_num_for_spars:[22,66,67,69],pos:[83,85],pose:19,posit:[2,7,8,9,81,84,85,86],positive_label:7,possibl:[15,17,23,39,42,64,77],post1:52,post:[27,28],potenti:64,power:[62,75,81,86],practic:[8,51,57,60],pre:[2,8,9,12,15,24,53,70,71,76,78,84,85,86],pre_dictandmodel:76,pre_stat:[36,49],preambl:39,precis:[7,52],precision_evalu:7,pred:[81,84],predefin:85,predetermin:[8,67,86],predic:[12,84],predicate_dict:84,predicate_dict_fil:84,predicate_slot:84,predict:[2,3,7,8,10,14,41,51,57,65,67,76,81,86],predict_fil:67,predict_lay:14,predict_output_dir:[66,67,81],predict_sampl:4,predicted_label_id:81,prediction1:14,prediction2:14,predictor:83,predin:78,prefer:85,prefetch:[22,60],prefix:[7,19,21,61,70],pregrad:60,preinstal:52,premodel:76,prepand:39,prepar:[4,16,27,37,57,72,81],prepend:39,prepend_oper:39,preprcess:85,preprocess:[12,49,65,71,85],prerequisit:52,present:[15,17,49,59,79,84,86],preserv:29,pretti:51,prev_batch_st:[66,67],prevent:[1,10,15,19,23,26],preview:44,previou:[8,9,14,19,29,36,42,60,67,70,84,86],previous:[8,71,79],previous_memori:17,price:[12,44,51],primari:32,primarili:85,primit:49,principl:[15,18],print:[6,14,15,41,50,51,67,76,81,83,84,85,86],printallstatu:64,printer:7,printstatu:64,priorbox:8,prioriti:44,prite:7,privat:[17,35,47,48,49,59,62],privileg:[58,70],prob:[7,14,77],probabilist:[8,76],probability_of_label_0:81,probability_of_label_1:81,probabl:[7,8,14,57,79,81,84],problem:[4,8,10,15,16,18,26,31,32,44,58,59,81,84,85],proc:53,proc_from_raw_data:81,proce:[12,19,40,70],procedur:[17,62,76,84,86],proceed:[8,84],process:[1,2,4,6,8,9,12,15,17,21,22,23,26,41,48,51,53,57,65,67,69,70,71,76,78,79,81,83,84,85,86],process_num:12,process_pr:81,processdata:[78,79],processor:64,prod:[50,53,59],produc:[8,9,12,19,40,50,53,79,81],product:[8,27,53,59,60,70,81,85],productgraph:71,profil:[29,52],proflier:64,program:[1,12,15,21,24,26,32,33,40,41,43,44,47,53,59,64,65,67],programdesc:[39,43],programm:[39,41,45,82],progress:[19,23,67],proivid:2,proj:8,project:[8,9,27,35,52,57,60,61,83],promis:[8,9],prompt:29,prone:15,prop:84,propag:[10,61,67,69],properli:[58,81],properti:[2,67],propos:[17,42,49,86],proposit:84,protect:[48,60,61],proto:[11,38,44,48,50,61],proto_:48,protobuf:[14,17,27,32,38,39,44,45,48,52],protocol:[7,67,75],prove:81,proven:86,provid:[8,12,15,17,24,27,31,43,48,49,51,53,62,64,65,70,75,76,77,78,79,82,85],providermemory_threshold_on_load_data:66,provis:[70,75],provod:2,prune:[8,17],ps_desir:19,pserver:[14,22,24,25,27,44,65,66,67,70],pserver_addr:24,pserver_cpu:27,pserver_id:20,pserver_mem:27,pserver_num_thread:[22,66,67],pserver_spec:14,pserverstart_pserv:66,pseudo:[15,27,45,49],pseudocod:49,psize:60,ptr:35,pull:[18,44,46,53,76,86],punctuat:85,purchas:81,purpos:[8,19,41,42,64],push:17,push_back:60,put:[18,19,22,39,42,50,53,60,65,71,81],pvc:70,pwd:[53,58,59],pxe:75,py_paddl:[4,77],pybind:17,pydataprovid:[1,2,81],pydataprovider2:[3,4,51,81,83,85],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,17,25,30,31,32,34,37,44,46,49,51,52,57,58,59,65,76,77,78,84,85,86],pythonpath:78,pzo:85,qualifi:52,qualiti:81,queri:[8,70,86],question:[8,15,42,48,70,84],queue:42,quick:[67,71,80,86],quick_start:[27,70,71,72,81],quick_start_data:71,quickli:[44,51],quickstart:71,quit:64,quot:82,r_t:8,rac:8,rais:12,rajathkmp:31,ramnath:85,ran:[42,64],rand:[31,64,67,69,77,84],random:[2,6,8,12,21,31,37,40,51,61,67,77,78,84],random_imag:21,random_uniform:50,randomli:[26,85],randomnumberse:66,rang:[2,8,12,21,31,40,41,43,48,67,69,78,82,84],rank:[8,15,49,62,70,79,81],rare:2,rate:[6,7,9,10,12,24,60,65,78,81,83,85,86],rather:[4,27,31,49,70,85],ratio:[8,67],raw:[8,51,81,85],raw_meta:83,rdma:[52,67],rdma_tcp:[66,67],reach:[19,64,84],read:[1,2,12,14,15,19,21,40,41,42,44,49,51,57,58,59,65,70,75,79,81,83],read_from_realistic_imag:15,read_from_rng:15,read_lock:20,read_mnist_imag:15,read_ranking_model_data:15,readabl:44,reader:[0,14,21,31,32,38,39,41,43,86],reader_cr:21,reader_creator_bool:40,reader_creator_random_imag:[12,40],reader_creator_random_image_and_label:[12,40],readi:[19,51,70,71,75,78],readlockguard:22,readm:[35,59,82,83,85],readonesamplefromfil:2,readwritebuffer_:22,readwritemani:70,real:[2,8,22,31,40,51,77],realist:15,realiz:[17,36],reaon:50,reason:[9,15,16,19,53,71],recal:7,receiv:[19,27,42],recent:86,reciev:67,recogn:78,recognit:[2,8,79,85],recommand:2,recommend:[1,9,15,53,57,60,65,67,83],recommonmark:52,recompil:64,record:[12,23,48,50,59,70,84],recordio:[12,15,21,23,41,43],recov:[19,49,51,77],recover:44,recoveri:23,rectangular:8,rectifi:8,recurr:[47,84,85],recurrent_group:[9,57],recurrent_lay:9,recurrent_op:49,recurrentgradientmachin:[35,49],recurrentgroup:7,recurrentlay:67,recurs:[17,18,29,44],recv:[41,42,70],recvparametertyp:22,red:31,reduc:[10,42,44,65,67,69],reduce_by_kei:44,reduce_mean:31,refactor:[32,37,39,41,42,49],refer:[1,4,6,8,9,10,16,17,19,23,24,25,36,38,39,44,47,49,57,58,59,60,61,62,65,71,76,78,81,83,86],referenc:[8,23],reflect:23,refrain:61,reg:48,regard:[75,84],regardless:86,regex:83,region:[8,47,64,84],regist:[45,60,64],register_gpu_profil:64,register_lay:60,register_op:[30,44,45,48,61],register_op_cpu_kernel:61,register_op_gpu_kernel:61,register_op_without_gradi:[44,61],register_oper:45,register_tim:22,register_timer_info:64,registerop:48,registr:61,registri:[27,53,71,75],regress:[8,80],regular:[6,60,70,78,81,85],reinforc:43,rel:[1,9,16,26,61,65],relat:[2,19,26,27,47,50,53,71,75,85],relationship:[45,51,77],releas:[43,46,52,53,70,82,84],relev:[61,84,86],reli:[16,52,61],reliabl:19,relu:[8,31,60],remain:[49,81],rememb:8,remot:[6,18,22,44,59,60,65,67,69,70],remote_ess:43,remote_sess:43,remoteparameterupdat:[22,25,67],remov:[12,29,59,65,67,85],renam:[29,86],reorgan:8,repeat:[17,32,38,48,50],repeatedli:32,replac:[18,23,43,45,53,85],replic:41,replicaset:27,repo:18,report:[23,41,64,65],reportdataset:23,repositori:[8,59],repres:[2,4,8,9,17,23,39,42,43,44,49,50,57,60,70,78,81,82],represent:[8,24,31,32,41,81,85],reproduc:[58,86],request:[18,19,22,26,41,44,46,70,71,75,76,86],requir:[1,7,8,15,19,24,26,27,29,36,38,41,42,44,48,50,58,60,61,65,70,71,75,77,78,81,83],res5_3_branch2c_bn:79,res5_3_branch2c_conv:79,res:84,research:[12,41,78,82,85],resembl:85,reserv:[2,29],reserveoutput:60,reset:[8,19],reshap:[16,40,45,62],reshape_s:8,resid:58,residu:79,resiz:[22,61,62],resnet:80,resnet_101:79,resnet_152:79,resnet_50:79,resolv:[18,59,71],resourc:[43,53,70],respect:[2,16,31,36,51,57,60,67,78,79,84,86],respons:[8,22,31,37,70,71],rest:[2,8,17,27,28,51,75],restart:[19,24,70,71,75],restartpolici:[70,71],restor:16,restrict:[47,67],resu:40,result:[4,5,7,8,14,16,23,31,32,37,41,61,62,64,67,70,78,79,81,83,84,85],result_fil:7,resum:26,retain:62,retir:82,retran:70,retriev:[17,47,58,60,71],return_seq:9,reuqest:46,reus:[17,26,40,44,60,61],rev:58,reveal:15,revers:[8,9,57,84,85],review:[12,59,71,81,85],reviews_electronics_5:71,revis:81,rewrit:[18,61,86],rgb:8,rgen:85,rho:10,rich:51,right:[2,8,16,17,18,27,44,79],rkt:[27,58],rmsprop:81,rnn:[8,9,17,31,39,44,47,63,66,81,85],rnn_bias_attr:57,rnn_layer_attr:57,rnn_out:57,rnn_output:49,rnn_step:8,rnn_use_batch:[66,67],rnnlm:12,rnnstep:49,roadmap:49,robot:78,robust:8,role:[12,15,23,24,41,70,80,85],rollback:39,roman:85,romanc:82,root:[10,11,65,70,71],root_dir:65,rot:8,roughli:[2,77],routledg:85,row:[4,7,8,12,22,60,79],row_id:8,rpc:23,rpcserver:23,rsize:70,rtk:75,rtype:[8,12],rule:[7,32,41,60,70],run:[15,16,17,18,19,27,30,31,32,36,38,41,42,43,44,47,50,53,59,60,62,63,64,67,70,72,73,75,76,78,79,81,83,85,86],runinitfunct:64,runnabl:42,running_on_cloud:27,runtim:[1,2,17,36,43,44,50,52,53,65],runtime_table_:17,s_param:77,s_recurrent_group:57,sacrif:1,safe:27,sai:[8,32,33,51,58,67,69],sake:60,sale:82,same:[2,4,7,8,9,14,15,16,23,24,26,30,31,36,41,43,44,45,47,49,57,61,62,65,69,70,76,81,83,84,85,86],samping_id:8,sampl:[2,4,7,12,31,48,65,67,69,76,77,79,81,83,84,85,86],sample_dim:77,sample_id:7,sample_num:7,sampler:31,santiago:85,satifi:7,satisfi:[18,65,70,81],save:[2,8,12,14,19,21,23,24,27,32,41,50,51,58,67,69,70,71,78,79,81,83,84,85,86],save_dir:[51,67,69,71,77,78,81,83,84,85,86],save_only_on:[66,67],saving_period:[66,67],saving_period_by_batch:[66,67,69,81],saw:2,scalabl:44,scalar:[2,8,17,33,49],scale:[5,41,42,48,61,79,82],scaleop:61,scaleopmak:[44,61],scalingproject:8,scan:[23,44],scatter:8,scenario:[51,66],scene:66,schdule:70,schedul:[23,27,42,70,77],scheduler_factor:6,schema:76,scheme:[7,22,61,84],schmidhub:85,schwenk:86,sci:82,scienc:85,scientist:82,scope:[16,39,43],score:[7,8,83,85,86],screen:83,scrip:81,script:[4,12,58,61,65,70,78,79,81,84,85,86],seaplane_s_000978:78,search:[8,19,47,52,57,67,84,86],seat:86,second:[2,8,15,29,31,36,38,40,47,48,51,53,61,65,76,79,81,82,85],secret:70,section:[2,39,42,57,60,65,70,81],sed:85,see:[2,4,8,9,15,19,39,41,43,51,53,59,61,62,64,70,76,77,79,81,83,85,86],seed:[64,67],seem:18,seen:61,segment:[7,36,49,62],segmentor:76,sel_fc:8,selcet:8,select:[8,59,70,82,86],selected_indic:8,selectiv:8,selector:71,self:[16,31,39,49,50,51,60,61,82,85],selfnorm:8,semant:[12,15,46,80,85],semat:15,sen_len:84,send:[19,24,41,42,44,48,50,67,70],send_back_parameter_typ:22,sendbackparameterspars:22,sendbackparametertyp:22,sendparameterrequest:22,sendparameterrespons:22,sensit:8,sent:[15,24,41,44,48,71],sentenc:[2,8,12,36,49,57,81,84,85,86],sentence_input:49,sentiment:[2,51,80,81,84],sentiment_data:85,sentiment_net:85,sentimental_provid:2,separ:[2,7,24,30,45,67,76,81,82,83,84,86],seper:49,seq:[8,12,83],seq_len:49,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:[76,86],seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,76,86],seqtoseq_net:[8,76,86],sequel:2,sequenc:[2,5,7,8,9,11,12,17,32,38,49,60,76,81,83,84,85,86],sequence_conv_pool:81,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,17,57,81,84],seri:[9,85],serial:[2,14,17,23,37,44,50],serializ:44,serv:[41,44,49,53,64,70,77],server:[15,18,22,25,26,41,44,53,60,65,66,75],serverless:19,servic:[53,75,82],sess:[31,43],session:[53,64],set:[1,2,4,6,7,8,9,12,14,15,19,27,31,36,39,44,47,49,51,52,53,57,58,60,61,62,63,64,65,66,67,69,70,71,76,78,79,81,82,83,84,85,86],set_active_typ:60,set_default_parameter_nam:6,set_drop_r:60,set_float_el:16,set_input:8,set_siz:60,set_typ:60,setdefault:61,setp:70,setq:58,settup:60,setup:[2,46,53,60,61,75,81],sever:[2,7,8,16,22,31,36,37,49,65,69,70,80,81,83,84,85,86],sexstant:75,sgd:[10,14,15,19,27,37,41,42,43,65,77,85,86],sgdasync_count:66,shall:18,shallow:84,shape:[8,12,14,16,17,31,33,36,38,39,43,44,61,62,79],shard:[19,20,21,22,23,24,26,41,42,70],share:[8,18,31,35,37,44,49,52,53,58,61,64,67,71,84],shared_bia:9,shared_bias:8,shared_librari:18,shared_ptr:[34,35,47,62],shell:[70,79],shift:79,ship:78,shold:85,shop:85,shorten:8,shorter:79,should:[2,4,6,7,8,12,14,15,16,17,24,27,30,31,36,37,38,40,41,44,45,48,49,51,57,59,61,65,70,78,81,83,84,85,86],should_be_fals:15,should_be_tru:15,should_shuffl:[2,84],show:[4,7,10,17,19,29,33,36,38,49,51,58,62,67,70,71,76,79,81,83,84,85,86],show_check_sparse_distribution_log:[66,67],show_layer_stat:[66,67],show_parameter_stats_period:[66,67,69,71,81,84,85,86],shown:[2,8,15,41,57,60,62,64,70,77,78,79,81,83,85,86],shrink:60,shuf:83,shuffl:[2,12,83,85],sid:70,side:[8,14,37,62,79],sig:70,sigint:65,sigmod:48,sigmod_op:48,sigmod_output:48,sigmoid:[8,17,43,48,49,60],sigmoidactiv:9,sign:[28,70],signal:65,signatur:70,signific:64,similar:[8,17,40,42,44,49,61,70,75,81,83],similarli:[8,12,61,84],simpl:[1,2,5,7,8,9,12,14,32,38,42,47,48,49,52,53,59,64,67,81,83,84,85],simple_attent:57,simple_gru:[57,81],simple_lstm:[8,81],simple_rnn:[8,57],simpler:37,simplest:70,simpli:[1,8,15,24,36,52,53,57,64,76,79,83,85,86],simplifi:[15,39,48,60,71],simultan:70,sinc:[8,19,23,25,26,40,41,43,45,49,50,51,53,62,64,70,75,77,81,82,86],sincer:[59,85],singl:[2,7,9,12,19,41,42,43,44,47,53,60,65,71,79,81,84,86],sinlg:14,site:[18,70],six:[76,84,86],size:[2,7,8,9,10,12,14,19,21,22,24,31,39,40,41,43,48,49,51,57,60,61,62,65,67,77,78,79,81,82,84,85,86],size_a:8,size_b:8,size_t:[22,49,60],sizeof:[17,76],skill:86,skip:[40,51,59,65,70,79],sliceproject:8,slide:[8,10,12,19],slightli:[31,78],slope:8,slopeinterceptlay:8,slot:[83,84],slow:[2,64],slowli:58,small:[2,12,16,31,60,65,67,78,86],small_messag:[66,67],small_vgg:78,smaller:[8,16,19],smart:47,smartli:8,smith:85,smooth:8,snap:71,snapshot:[20,26,70],snippet:[30,57,60,64,70,81],social:85,sock:27,sock_recv_buf_s:[66,67],sock_send_buf_s:[66,67],socket:67,softmax:[8,9,15,17,33,38,41,42,43,57,60,76,81,84,85],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:81,softwar:[53,64,75],solid:31,solut:75,solv:[15,41,44,84],solver:86,some:[2,6,8,12,14,15,17,18,22,23,24,26,27,30,31,32,36,38,39,41,42,44,47,49,50,51,52,59,60,61,62,64,66,67,69,70,75,77,81,82,83,84,85,86],some_c_api_funct:35,some_inst:35,some_op:[36,49],some_python_class:34,somecppclass:34,somedata:14,somegotyp:34,someth:[2,8,22,39,58],sometim:[8,10,40,58,64,85],somewhat:24,somewher:47,soon:19,sophist:[51,60,65],sort:[8,12,49,67,70,83,85,86],sort_by_length:49,sourc:[8,12,16,18,29,31,35,40,44,51,53,57,59,63,70,71,76,81,83,86],source_dict_dim:57,source_language_word:57,space:[7,8,39,42,53,57,58,64],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,22,60,62,65,67,70,81],sparse_binary_vector:[2,12,81],sparse_binary_vector_sequ:12,sparse_float_vector:2,sparse_non_value_slot:12,sparse_remot:22,sparse_upd:[6,22],sparse_value_slot:12,sparse_vector:12,sparse_vector_sequ:12,sparseparam:60,sparseprefetchrowcpumatrix:60,spatial:[8,78],speak:[57,86],spec:[70,71],specfii:67,speci:78,special:[8,24,39,41,52,61,76,81,86],specif:[1,14,18,19,29,44,47,58,61,69,78,81,83],specifi:[1,2,7,8,15,16,22,23,24,27,29,31,39,41,43,47,48,49,51,52,57,58,60,62,67,70,77,78,79,81,82,83,85,86],speech:8,speed:[9,53,75],spefici:79,sphinx:[34,52,53],sphinx_rtd_them:52,split:[2,8,26,33,44,49,65,69,70,76,79,81,84],split_count:70,sql:1,sqrt:8,squar:[8,10,11,51],square_error_cost:51,squarerootnpool:8,squash:86,srand:67,src:[18,86],src_backward:57,src_embed:57,src_forward:57,src_root:4,src_word_id:57,srl:[12,84],ssd:8,ssh:[53,65,70,71],sshd:53,ssl:52,sstabl:15,stabil:[16,61],stabl:[46,70],stack:[44,49,51,70,81,84],stacked_lstm_net:85,stacked_num:85,stackexchang:8,stage:[18,25,31,50,59,65],stake:86,stale:[19,43],stamp:64,standard:[6,44,58,76,78,84,85,86],stanford:[12,16,71],star:[18,82],start:[8,9,14,18,19,22,23,24,26,27,37,41,51,53,57,58,64,65,67,74,76,80,83,86],start_pass:[66,67],start_po:8,start_pserv:67,startup:[19,27,70],stat:[52,64,67,84,85,86],state:[8,9,19,36,47,49,51,57,67,71,77,84,86],state_act:[8,9],statement:[32,60,70],static_cast:62,staticinput:[8,57],statist:[8,67,81,84,85,86],statset:64,statu:[27,59,64,70,71],status:71,std:[14,18,22,34,35,44,45,47,48,60,61,62,67],stderr:65,stdout:65,step:[4,8,9,11,16,17,19,24,31,32,37,39,41,42,44,48,49,53,57,59,60,64,65,70,71,75,81,83,84,85,86],step_id:49,step_input:49,step_net:17,step_output:49,step_scop:44,stepnet:[17,36,44,47],still:[23,26,41,45,62,79],stirng:39,stmt1482205552000:70,stmt1482205746000:70,stochast:[10,19,23,26],stock:85,stop:[8,53,58,65,67,71,83],storag:[28,52,70,71,78],store:[7,8,12,14,16,17,18,22,37,38,39,41,43,44,45,47,49,60,61,62,65,67,70,71,76,78,79,81,83,84,85,86],str:[14,27,49,69],straight:38,strategi:[2,11,19,42,67,84],street:[8,84],strength:77,strict:40,stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,14,17,23,29,38,39,43,44,45,47,48,50,60,61,67,70,85],strip:[81,84],struct:[23,24,28,35,45,48],structur:[17,23,31,38,39,44,65,70,76,78,81,83,84,85,86],sts:70,student:82,stuff:59,stun:2,style:[2,8,44,48,52,59],sub:[7,8,12,15,26,31,36,37,39,41,57,60,78,81,86],sub_nest_seq:8,sub_sequ:[2,8],subclass:39,subcommand:29,subgradi:10,subgraph:[31,42],submiss:41,submit:[44,59,66,67,70],subnet0:70,subnet:[15,70],subobjectpath:71,subsequ:8,subsequenceinput:8,subset:[60,86],substanti:79,substitut:86,succe:85,succeed:[23,71],success:[8,24,70,71,79,84],successfulcr:71,successfuli:85,successfulli:[61,79,83,85],successor:[67,86],sucessfulli:86,sudo:[52,58,70,78],suffer:16,suffic:[40,51],suffici:67,suffix:[27,86],suggest:[8,18,64],suit:75,suitabl:[59,67,78],sum:[8,10,17,20,57,60],sum_:8,summar:[31,81,85],sumopgradmak:45,sumpool:8,support:[6,7,8,11,12,16,17,19,26,27,30,31,37,40,41,42,44,45,52,53,57,58,59,60,61,62,64,67,70,75,84],suppos:[18,30,51,60,81],suppress:[8,29],sure:[44,58,59,60,70,78,85],surpass:8,survei:85,svs:48,swagger:28,swap_channel:79,swig:[4,25,34,35,52],swig_paddl:[4,77],switchop:17,symbol:[8,17,35],symbols_ready_:17,symbolt:[17,44],symlink:59,sync:[19,59,67,77],syncflag:60,synchron:[10,19,23,65,67,70],syntact:84,syntax:[40,83],synthect:51,synthes:77,synthet:51,sys:79,system:[17,18,19,24,26,28,30,31,41,42,52,53,61,65,71,81,84,85,86],t2b:76,tab:[53,81],tabl:[2,7,8,17,50,79,81,86],tableproject:8,tag:[7,12,53,57],tagtyp:7,take:[2,4,7,8,9,15,17,18,19,26,31,32,33,38,39,44,45,49,50,57,58,60,61,64,70,71,77,84,86],taken:[2,49,84],talk:24,tanh:[8,9,31,41,57,60],tanhactiv:9,taobao:85,tar:[14,52,70],tarbal:70,target:[8,12,14,17,18,31,41,43,44,50,57,59,61,76,81,86],target_dict_dim:57,target_dictionary_dim:8,target_language_embed:8,target_language_word:57,target_link_librari:18,targetinlink:8,task:[2,7,8,41,48,51,57,69,76,79,84,85,86],task_queu:23,taskentri:23,taskqueu:23,tbd:25,tconf:85,tcp:[67,70],teach:81,tear:64,technic:19,technician:82,techniqu:[57,60],technolog:58,tee:[71,78,84,85,86],tell:[19,23,24,48,53,64,83],tellig:85,templat:[30,48,61,62,71,75,84],tempor:[8,81,84],temporari:27,ten:58,tensor:[16,18,31,36,42,43,49,50,61],tensor_array_read:49,tensor_array_s:49,tensor_array_stack:49,tensor_array_unstack:49,tensor_array_writ:49,tensor_desc:50,tensor_s:16,tensor_test:18,tensor_to_check:16,tensorarraydesc:49,tensorflow:[17,31,33,41,42,49,62],term:[8,9,19,84,85],termin:71,terminolog:51,tese:1,tesh:84,tessorarrai:49,test100:12,test10:12,test1:21,test:[1,2,8,12,14,15,16,18,35,40,43,46,52,53,62,63,64,65,66,76,78,79,81,82,86],test_:61,test_all_data_in_one_period:[71,78,83,84,85],test_check_grad_ingore_i:61,test_check_grad_ingore_x:61,test_check_grad_norm:61,test_data:86,test_fcgrad:60,test_gpuprofil:64,test_layergrad:60,test_list:[2,51,78,81],test_mul_op:61,test_norm:61,test_part_000:85,test_pass:[66,67,69,86],test_period:[66,67,69],test_ratio:83,test_wait:[66,67],testa:15,testb:15,testbilinearfwdbwd:64,testcas:61,testconfig:60,tester:[83,86],testfcgrad:60,testfclay:60,testlayergrad:60,testmodel_list:66,testmulgradop:61,testmulop:61,testq:15,testresult:14,testsave_dir:66,testutil:60,text1:29,text:[1,2,7,9,12,15,36,53,70,76,80,81,83,85],text_conv:81,text_conv_pool:83,text_fil:[12,85],tflop:64,tftp:75,tgz:[12,52],than:[2,4,6,7,8,9,19,27,30,31,39,44,45,49,52,53,57,58,60,65,70,75,79,84,85,86],thank:[76,86],the_current_program:39,thei:[2,8,15,18,19,24,26,29,31,32,39,42,43,44,48,49,51,53,57,58,60,61,62,64,65,66,70,79,85],them:[1,2,7,8,9,15,16,18,19,22,27,30,40,42,44,45,47,48,49,50,51,53,58,61,64,66,67,70,78,79,81,83,85,86],themselv:18,theori:64,therefor:52,therein:[8,17],therun:79,theta:31,theta_d:31,theta_g:31,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,19,22,23,24,25,26,27,30,31,32,36,37,38,39,40,41,42,43,44,48,49,50,51,52,53,57,58,59,60,61,62,64,65,67,69,70,71,75,76,77,78,79,81,82,83,84,85,86],thing:[2,31,44,51,59,64,83,84],think:[15,18],third:[8,19,61,64,79,85],third_parti:8,thirt:58,those:[17,18,19,30,32,33,38,79,84],though:[49,75],thought:[18,64],thread:[60,64,67,69,83,84,85,86],thread_local_rand_use_global_se:[66,67],threadid:69,threadloc:64,three:[2,7,8,16,19,32,37,38,40,51,67,77,79,85,86],threshold:[6,7,8,19,23,67,85],thriller:82,through:[4,8,18,19,23,25,43,57,60,61,64,65,76,77,78,85,86],throughout:81,throughput:64,thrust:44,thu:[2,8,26,51,60,70,86],tier:71,tight:52,time:[2,8,9,11,12,15,16,18,19,23,26,30,36,39,40,41,42,44,45,48,49,50,51,57,58,62,64,67,69,71,75,81,82,84,85,86],timelin:[8,44,64],timeo:70,timeout:[19,23],timeout_sec:12,timer:52,timestamp:[8,20,82],timestep:[2,8,47],titil:83,titl:[12,82,83],tls:28,tmall:85,to_no_sequ:8,to_proto:50,to_sequ:8,todo:[7,10,12,17,19,23,26,48],toend:8,togeth:[2,8,9,12,14,49,57],token:[7,8,15,57,76,85,86],toler:[14,16,61],too:[12,16,41,49,53],took:75,tool:[53,57,58,59,70,85],toolchain:52,toolkit:52,top:[7,14,36,61,79,84],top_k:7,top_level_rnn:36,toplevel:58,topolog:[15,19,37,41,43],topolopi:14,torch:17,toronto:[12,78],total:[14,19,40,42,64,65,71,75,76,86],total_pass:40,touch:85,tourism:85,tourist:86,toward:51,tra:86,trace:[17,31,50],track:[19,23,39,59],tractabl:8,tradesman:82,tradit:[8,17],traffic:41,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,10,12,17,21,23,24,26,31,32,37,38,43,44,50,57,60,63,64,66,72,73,79],train_conf:[76,86],train_config_dir:70,train_data:86,train_id:70,train_list:[2,51,78,79,81],train_part_000:85,trainabl:[8,39],traindot_period:66,trainer:[2,4,15,20,21,22,23,25,37,41,42,44,51,60,65,67,69,77,81,84,85,86],trainer_config:[1,2,51,65,70,71,81,83,85],trainer_config_help:[2,51,60,78,81],trainer_count:[66,67,69,70,71,83,84,85,86],trainer_cpu:27,trainer_cr:27,trainer_gpu:27,trainer_id:[67,70],trainer_intern:22,trainer_mem:27,trainer_packag:27,trainerid:26,trainerintern:[81,83,86],training_machin:77,trainingtest_period:66,trainonebatch:22,trainonedatabatch:77,tran:[60,67],trane:2,transact:[19,23,85],transfer:[1,2],transform:[8,44,57,60,62,77,78,81,84],transform_param_attr:9,translat:[8,9,51,76,83,85,86],transpar:65,transport:67,transpos:[8,60,77],transposedfullmatrixproject:8,travel:2,travers:32,travi:[52,59],treat:[8,17,24],treatment:24,tree:[8,17,39,67,86],trg:86,trg_embed:57,triain:1,tricki:34,trigger:[26,37],trim:8,trivial:[2,49],trn:81,truck:78,true_block:[17,33,38],true_imag:40,true_label:40,true_read:40,truth:[7,8,81,86],tst:81,tune:[6,8,63,81,83,86],tuninglog_barrier_abstract:66,tupl:[2,8,9,12,14,39,40],ture:8,turn:[8,39,40,77],tutori:[53,57,59,60,61,64,65,70,71,72,73,79,81],tweet:85,twelv:86,twice:[31,42],twine:46,twitter:85,two:[1,2,7,8,9,15,24,25,26,27,29,31,32,38,40,41,43,44,45,47,48,49,50,51,53,57,61,62,64,65,69,70,76,77,78,79,81,83,84,85,86],txt:[2,18,27,29,60,65,70,81,83,85],type:[2,7,8,9,11,12,14,15,17,19,22,23,26,27,28,29,34,35,36,38,39,40,44,45,48,50,51,53,57,58,60,62,67,69,70,71,78,79,81,83,84],type_nam:48,typedef:[24,34,35],typeid:48,typenam:[30,48,61,62],typic:[4,7,41,53,64,85],ubuntu:46,ubyt:40,uci:12,ufldl:8,uid:71,uint32:28,uint64:34,uint64_t:34,unawar:24,unbalanc:67,unbound:57,unclear:26,unconstrain:85,under:[18,23,42,51,52,53,62,70,82,85],underli:51,understand:[53,64,75,76,78,85],understand_senti:57,understudi:86,undeterminist:64,unemploi:82,unexist:84,unidirect:8,uniform:[6,8,12,21,31,40,67,77],uniform_random:39,uniqu:[15,17,19,26,27,47,61,67,70],unique_name_gener:39,unique_ptr:[45,47,60],unit:[8,9,18,51,52,53,57,59,62,63,84],unittest:[35,61],unittestcheckgrad_ep:66,univ:86,unix:65,unk:[50,76,86],unk_idx:[81,84],unknown:8,unlabel:85,unlik:[8,61,84,85,86],unordered_map:47,unpack:49,unrol:36,unseg:8,unsign:24,unstack:49,unstack_from:49,unsup:85,unsupbow:85,unsupervis:31,unsupport:61,until:[19,24,42,47,65,70,84],untrack:59,unzip:83,updat:[6,8,10,19,23,24,28,31,36,37,41,47,49,52,59,60,65,67,69,85],update_equ:14,update_hook:6,update_memori:17,updatecallback:60,updatestack:70,upload:[19,27,28,46],upon:[19,84],upper:8,upstream:59,uri:70,url:[12,85],urls_neg:85,urls_po:85,urls_unsup:85,usag:[1,2,7,8,9,14,33,37,51,61,64,76,77],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,19,25,31,36,37,41,42,43,47,48,49,50,51,52,53,54,57,58,59,60,61,64,65,67,69,70,71,76,77,78,79,81,82,83,84,85,86],use_etcd:14,use_global_stat:8,use_gpu:[66,67,69,71,77,78,79,81,83,84,85,86],use_jpeg:78,use_old_updat:[22,66,67],use_seq:[51,83],use_sparse_remote_updat:22,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,19,25,26,31,36,37,39,40,41,43,44,47,48,49,50,51,54,57,58,60,61,62,64,65,66,67,69,70,76,78,79,81,83,84,85,86],useful:[1,2,8,9,16,47,57,60,69,81,84,85],usegpu:[60,77],useless:65,user:[1,2,6,8,9,12,14,15,16,17,18,21,23,26,27,29,30,31,32,39,40,41,42,43,44,45,47,48,49,51,53,65,66,67,70,75,79,81,84],user_id:83,user_info:12,user_nam:21,usercert:21,userid:82,userinfo:12,userkei:21,usernam:[21,59],uses:[2,19,26,37,41,57,58,59,60,62,67,70,78,79,81,83,86],using:[1,2,4,6,8,9,12,14,15,17,18,19,23,24,26,27,29,30,31,36,38,40,41,45,47,48,51,53,57,58,59,60,61,62,64,67,69,70,71,76,77,78,79,81,84,85],usr:[52,65,67,70],usrdict:76,usrmodel:76,usual:[8,14,27,38,51,52,61,64,67,69,70,85],utf:76,util:[4,52,57,60,61,64,75,78,83,85],uuid:[20,26],v28:8,valid:[8,40,44,47,61,70,79,85],valu:[2,4,6,7,8,10,11,12,14,16,17,19,33,36,37,38,41,43,44,47,48,49,50,51,57,60,61,67,69,70,77,78,79,84,85],value1:67,value2:67,value_evalu:7,value_rang:12,values_:49,vanilla:57,vanish:85,var1:50,var2:50,varabl:42,vardesc:[17,32,38,39,44],vardescbuild:17,vari:[64,70],variabl:[2,8,12,15,16,17,31,32,33,36,38,41,42,43,45,48,49,51,52,60,61,65,70,71,85],variablenamemap:61,varialbl:31,varianc:[8,79],variant:[8,49,53],varienc:49,varient:49,variou:17,varproto:48,vars_:[17,47],vector:[2,8,9,12,15,17,22,24,33,36,39,44,45,49,57,60,62,76,81,83,85,86],vectorenable_parallel_vector:66,vendor:18,verb:[12,84],verbos:29,veri:[2,8,11,18,23,30,31,37,42,47,49,57,64,78,81,85],verifi:[17,60],versa:52,version:[8,9,18,27,29,31,33,46,52,53,58,60,64,65,66,67,70,71,76,78,82,84,85,86],versu:15,vertic:[8,79],vgg:[9,78],vgg_16_cifar:78,via:[19,36,40,52,59,64,65,70,75,81],vice:52,view:8,virtual:[45,53,58],virtualenv:[58,83],visibl:[26,47,53],vision:78,visipedia:78,visit:14,visual:[8,53,64],viterbi:84,vlog:22,voc_dim:81,vocab:85,volum:[53,71],volumemount:[70,71],volumn:70,voluntarili:82,vutbr:12,wai:[2,7,8,9,15,24,26,41,43,49,51,53,57,58,60,65,69,83,84,86],wait:[10,19,24,59,67],walk:[4,77],wall:84,wangkuiyi:18,want:[2,8,15,27,31,40,43,47,49,51,52,53,58,59,60,67,69,76,79,81,83,84,85],war:82,warn:29,warp:[8,64],warpctc:8,watch:19,wbia:[70,79],web:53,websit:[78,81,84,85],wei:[84,85],weight:[7,8,9,10,57,60,67,69,78,79],weight_act:9,weightlist:60,weights_:60,weights_t:60,welcom:[18,83,85],well:[27,30,31,41,43,53,60,67,70,78,81],were:[7,18],west:70,western:82,wether:8,wget:52,what:[6,8,10,18,31,42,48,51,59,61,65,75,81,83],whatev:58,wheel:52,when:[1,2,6,7,8,12,14,16,17,18,19,22,23,24,27,29,37,38,39,41,42,44,49,50,57,58,59,60,61,62,64,67,69,70,71,75,76,77,78,84,85,86],whenev:[39,83],where:[2,8,9,10,15,17,19,26,32,36,38,44,49,51,57,60,61,64,65,67,69,76,79,84,86],wherea:[17,23,30,33],whether:[7,8,14,16,17,40,49,60,61,67,77,78,83,85,86],which:[1,2,4,6,7,8,9,10,12,14,15,16,17,18,19,21,23,24,26,27,30,31,36,37,38,39,40,41,42,43,44,45,47,48,49,50,51,57,58,59,60,61,62,64,65,67,69,70,75,77,78,79,81,82,83,84,85,86],whichev:77,while_loop:49,whileloop:49,whileop:17,whl:52,who:[30,32,39,76,79,82],whoever:24,whole:[2,7,12,31,33,34,35,36,48,70,71,75,81,82,83,86],whose:[2,8,12,16,19,26,36,44,48,49,57,83,84],why:[9,16,35,58],wide:[18,31,84],width:[7,8,12,22,34,40,60,61,78,86],wiki:[8,18],wikipedia:[8,12],wilder:2,window:[8,11,12,53,58,85],wise:[8,42,44,62],with_avx:[53,59],with_avxcompil:52,with_bia:48,with_coveragecompil:52,with_doccompil:52,with_doubl:60,with_doublecompil:52,with_dsocompil:52,with_gpu:[53,58,59],with_gpucompil:52,with_profil:64,with_profilercompil:52,with_pythoncompil:52,with_rdmacompil:52,with_style_check:59,with_style_checkcompil:52,with_swig_pycompil:52,with_test:[53,59,61],with_testingcompil:52,with_tim:64,with_timercompil:52,within:[8,23,51],without:[7,8,19,24,40,42,44,61,65,85],wloop:49,wmt14:[57,86],wmt14_data:86,wmt14_model:86,wmt:86,wmt_shrinked_data:12,woboq:53,won:[64,79],wonder:2,word2vec:27,word:[2,7,8,12,32,36,42,44,48,49,57,69,80,83,84,85,86],word_dict:[81,84],word_dim:81,word_id:2,word_idx:12,word_slot:84,word_vector:81,word_vector_dim:[8,57,76],words_freq_sort:12,work:[2,4,12,15,17,18,19,39,40,52,57,58,59,60,64,65,67,70,71,75,81,83],worker:[42,50,70],workercount:70,workflow:[44,53,59,70],workspac:[53,67,83],worri:51,wors:77,would:[14,17,18,19,26,30,31,32,37,39,40,42,49,53,58,65,70,75,77,81,84],wouldn:32,wrap:[30,31,75,84],wrapper:[9,18,30,41,45,49,64],writ:83,write:[2,12,15,19,26,30,39,40,41,42,44,45,49,53,58,59,63,65,70,78,83,84,86],write_lock:20,writelin:51,writer:[15,39,82],written:[17,31,41,44,61,62,83,85],wrong:[2,40],wrote:42,wsize:70,wsj:84,www:[8,12,78,86],x64:52,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,60],xgbe0:67,xgbe1:67,xiaojun:85,xmap_read:12,xrang:[16,31,40,50,51,60],xxbow:85,xxx:[15,49,79,86],xxxx:20,xxxxxxxxx:70,xxxxxxxxxx:70,xxxxxxxxxxxxx:70,xxxxxxxxxxxxxxxxxxx:70,xzf:52,y_dim:31,y_neg:16,y_po:16,y_predict:51,yaml:[18,70,75,83],yancey1989:27,yann:12,yapf:59,year:82,yeild:[14,78],yet:75,yield:[2,12,15,21,40,51,81,83,84,85],yin:8,you:[1,2,4,6,8,9,14,16,27,47,51,52,53,57,58,59,60,64,65,67,69,70,75,76,77,78,79,81,83,84,85,86],your:[2,8,14,15,18,22,27,29,44,52,53,58,59,60,64,65,69,70,75,81,85],your_access_key_id:70,your_secrete_access_kei:70,your_source_root:35,yourself:8,yum:52,yuyang18:[10,12],z_dim:31,z_size:31,zachari:85,zeng:85,zero:[2,6,8,9,10,12,16,19,31,37,60,67,70,81],zhidao:76,zhou:[84,85],zip:[12,82],zone:70,zxvf:70},titles:["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","Auto Gradient Checker Design","Design Doc: Block and Scope","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","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","The IfElse Operator","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design Doc: The C++ Class Parameters","Design Doc: PaddlePaddle Programs","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","Design for TensorArray","Background","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","GET STARTED","RNN Models","RNN Configuration","Build PaddlePaddle from Source Code and Run Unit Test","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","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","Cluster bootstrapping tool survey","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":21,"\u4e0d\u4f7f\u7528":34,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":34,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":34,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":34,"\u4ec5\u4ec5\u4f7f\u7528void":34,"\u4ece\u5feb\u7167\u6062\u590d":20,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":34,"\u4f7f\u7528\u8f6c\u6362\u5e93":21,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":35,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":28,"\u5206\u652f\u89c4\u8303":46,"\u52a0\u901f\u6267\u884c":20,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":34,"\u52a8\u6001\u6269\u5bb9":20,"\u539f\u56e0":34,"\u539f\u56e0\u5217\u8868":34,"\u53c2\u8003\u6587\u6863":28,"\u540d\u8bcd\u89e3\u91ca":28,"\u57fa\u672c\u8981\u6c42":34,"\u5b9e\u73b0":34,"\u5b9e\u73b0\u65b9\u5f0f":35,"\u5bfc\u51fac":34,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":20,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":34,"\u63a8\u6d4b\u6267\u884c":20,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":21,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":28,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":21,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":21,"\u6587\u4ef6\u9884\u5904\u7406":21,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":35,"\u672f\u8bed":20,"\u67b6\u6784\u56fe":28,"\u6846\u67b6\u751f\u6210":28,"\u6982\u5ff5\u89e3\u91ca":21,"\u6a21\u5757":28,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":20,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":35,"\u6d41\u7a0b\u4ecb\u7ecd":21,"\u751f\u6210sparse\u6587\u4ef6":28,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":28,"\u76ee\u5f55\u7ed3\u6784":35,"\u76ee\u6807":28,"\u793a\u4f8b\u7a0b\u5e8f":21,"\u7b26\u53f7":34,"\u7c7b":34,"\u7f16\u8bd1\u9009\u9879":35,"\u7f29\u5bb9":20,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":34,"\u80cc\u666f":34,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":28,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":21,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":21,"\u8f6c\u6362\u5e93":21,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":34,"\u8fdb\u884c\u8bad\u7ec3":21,"abstract":[41,42,43,75],"book\u4e2d\u6240\u6709\u7ae0\u8282":46,"case":69,"class":[31,37,50,60,61],"filemanager\u8bbe\u8ba1\u6587\u6863":28,"function":[18,30,31,39,76],"new":[60,61],"paddle\u52a8\u6001\u5e93\u4e2d":34,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":34,"paddlepaddle\u53d1\u884c\u89c4\u8303":46,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":46,"return":40,"tensor\u5230eigentensor\u7684\u8f6c\u6362":62,AWS:70,Abs:5,DNS:70,EFS:70,For:[18,71],KMS:70,Not:58,The:[17,24,31,32,33,37,44,45],USE:44,Use:[17,38,69,71],Using:[18,24,53,59],With:[27,53],about:31,access:70,account:70,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:70,address:70,addto:8,adversari:77,aggreg:8,aggregatelevel:8,alalysi:22,algorithm:[16,19,36,41,81],all:[47,49],analysi:[41,85],api:[0,3,35,39,48,53],appendix:[75,81],applic:3,approach:64,architectur:[41,57,81],argument:[29,40,66,69,81],arrai:16,asset:70,associ:[47,70],assumpt:75,async:67,attent:57,attribut:6,auc:7,auto:16,avg:11,aws:70,backgraound:16,background:[42,43,49,50,51,61],backward:[32,44,61],base:[27,42],basepool:11,basic:75,batch:40,batch_norm:8,batch_siz:40,beam_search:8,benefit:[42,44],between:[15,44,48],bidirect:85,bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:17,bind:61,bleu:86,block:[17,31,32,38,39,44],block_expand:8,blockdesc:38,book:53,bootstrap:75,branch:59,brelu:5,bring:75,bucket:70,build:[31,44,52,54,58,59,71],built:64,cach:2,can:47,capi:35,capi_priv:35,cento:52,challeng:42,check:[8,16,60,65],checker:16,checkpoint:[19,20,26],chines:76,choos:[18,70],chunk:7,cifar:12,classif:[7,78],classification_error:7,classification_error_print:7,client:24,clip:8,clone:59,close:16,cloudform:70,cluster:[25,65,69,70,75],cmake:18,code:[27,58,59],column_sum:7,command:[68,69,81,86],commit:[59,71],common:67,commun:67,compar:75,compil:[17,38,44,61],compos:40,comput:[17,32,44,62],con:75,concat:8,concept:[39,44,70],conclus:[26,75],condit:31,config:[3,69,83,84],configur:[13,57,63,65,70,81,83],conll05:12,connect:8,construct:32,contain:[53,71],content:[35,64,70],context_project:8,contribut:59,control:44,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[26,41,42],convolut:[78,81],core:[16,39,70],cos_sim:8,cost:8,cpu:[53,69],creat:[40,43,44,47,59,70,71],creation:23,creator:40,credenti:70,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cudnnavg:11,cudnnmax:11,current:45,custom:40,dat:82,data:[8,12,19,39,40,41,51,70,71,76,77,78,81,83,84,85,86],datafeed:12,dataprovid:[2,3,67],dataset:[12,19,23,82,83,86],datatyp:12,date:59,decayedadagrad:10,decor:40,deep:17,defin:[61,70,81,85,86],definit:50,delet:[59,70],delv:78,demo:[31,70],dens:26,depend:[31,52],deploi:27,deriv:60,descript:[29,44,67,77,82,84],design:[15,16,17,19,23,24,25,26,30,31,32,36,37,38,39,40,41,42,43,44,45,47,49],destroi:[47,70],detail:[22,67,78],detect:[7,8],detection_map:7,detection_output:8,develop:[44,53,58,59,63],devic:69,dictionari:[40,76],differ:[44,69],directori:70,discrimin:31,discuss:[31,42],dispatch:[19,23],distribut:[15,19,22,27,41,65,67,70],doc:[15,17,19,23,24,25,26,30,32,37,38,39,40,41,42,43,44,45],docker:[27,53,58,71],document:[53,74],dotmul_oper:8,dotmul_project:8,down:70,download:[52,70,71,76,79,83,86],dropout:8,dylib:35,dynam:[19,49],ec2:70,eigen:62,elast:70,elect:26,els:17,embed:[8,76,81],engin:31,enough:16,entri:40,environ:27,eos:8,equat:60,eval:41,evalu:[7,51,83],evalutaion:86,event:[14,15],exampl:[15,18,33,35,43,76,77],execut:[17,38,44],exercis:78,exp:5,expand:8,expandlevel:8,explain:16,extern:70,extract:[76,79,83,86],fault:19,featur:[79,82,83,84],field:83,file:[17,70,71,81,82,83],find:70,first_seq:8,fork:59,format:[17,19,81],forward:[32,61],frame:17,framework:[16,62],from:[15,26,48,52,54,58],full_matrix_project:8,fulli:8,gan:[31,77],gate:57,gated_unit:8,gener:[31,57,58,75,77,86],get:[55,71],get_output:8,github:59,global:38,gotcha:58,gpu:[53,64,67,69],gradient:[16,24,45,60],gradient_print:7,graident:16,graph:[32,42,44],group:[8,70],gru:[9,67],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:64,handler:[15,34],happen:26,have:50,hierarchi:17,high:48,hook:59,how:[16,22,40,44,61,62,63,64],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:70,ident:5,identity_project:8,ifels:33,ifelseop:17,imag:[8,9,27,53,71,78],imagenet:79,imdb:[12,85],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,18,22,36,40,44,45,60,61,62,77],infer:[14,81],infershap:38,info:79,ingredi:15,ingress:28,init_hook:2,initi:[24,31,69,70],input_typ:2,insid:47,inspect:70,instal:[52,54,70,75,81],instanc:70,integr:70,interact:48,interfac:[12,16,19,24,25,40,43,47,79],intermedi:44,interpol:8,introduc:49,introduct:[1,76,79,85,86],isn:40,issu:59,job:[19,27,65,70,71],join:8,keep:59,kei:70,kernel:44,kill:65,kmax_sequence_scor:8,kube:70,kubectl:70,kubernet:[27,70,71],label:84,lambda_cost:8,languag:17,larg:22,last_seq:8,launch:65,layer:[8,15,30,39,60,69],learn:17,learnabl:8,leval:48,level:48,libpaddle_capi_shar:35,libpaddle_capi_whol:35,librari:[24,44],limit:41,line:[68,81],linear:[5,51],linear_comb:8,list:[20,40],local:[41,43,47,59,69,70],lodtensor:[36,49],lodtensordesc:50,log:[5,81],logic:23,logist:81,low:48,lstm:[9,67,84,85],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,macro:44,main:31,manag:18,map:[40,44],master:[19,23,27],math:8,mathemat:16,matrix:67,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,member:31,memori:[8,36],messag:48,meta:83,might:31,migrat:44,mileston:44,mini:40,minibatch:12,misc:8,mix:[8,69],mnist:[12,77],model:[2,3,13,15,22,24,26,31,51,53,56,57,65,69,76,77,78,79,80,81,86],modifi:71,modul:[44,62],momentum:10,more:31,movi:[82,83],movielen:[12,82,83],multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:40,multiplex:8,name:[47,70],nce:8,necessari:44,need:[40,58,64],nest:36,network:[9,44,57,69,77,78,79,81,83,84],neural:[57,78,81,83,84],neuralnetwork:51,nlp:[9,67],non:2,norm:8,note:16,numer:16,numpi:16,nvprof:64,nvvp:64,object:[19,83],observ:[76,79],onli:[40,47,53],op_mak:44,oper:[30,33,38,39,42,44,45,49,61],opinfomap:44,opkernel:[44,61],opproto:48,optim:[10,19,24,32,63,81],option:[29,52,76],opwithkernel:44,order:29,origin:[44,59],orthogon:47,outlin:66,output:[8,65,70],overview:[26,44,47,81],packag:18,pad:8,paddl:[22,40,47,62,71],paddlejob:27,paddlepaddl:[15,17,38,41,46,53,54,58,70,74,76,86],pair:70,parallel_nn:69,paramet:[6,8,14,15,19,24,25,27,37,39,42,67,68,70,76,79],paraphras:76,parent:47,part:32,partit:24,pass:69,path:[26,29],perform:[64,67],persist:23,pfsclient:[28,29],pfsserver:28,placement:41,pnpair:7,point:70,pool:[8,11],pose:45,power:8,pre:59,precision_recal:7,predict:[4,78,79,83,84,85],prefetch:40,prelu:8,prepar:[51,65,70,76,77,78,83,85,86],preprocess:[76,78,81,83,86],prerequisit:65,pretrain:[76,86],print:7,privat:70,pro:75,problem:[45,51],procedur:75,process:[19,24,27,44,58],profil:64,program:[17,38,39],programdesc:38,project:18,propos:45,protomak:61,provid:[2,40,81,83,84],pserver:26,pull:59,push:59,pydataprovider2:2,python:[4,16,27,36,39,40,41,48,50,53,60,61,79,81,83],qualiti:44,queue:[19,23],quick:81,randomnumb:67,rank:7,rank_cost:8,rat:83,rate:82,reader:[12,15,40],realiz:44,recoveri:19,recurr:[8,9,57,81],recurrent_group:8,ref:16,refactor:44,refer:[2,41,42,64,84,85],region:70,regist:[44,48,61],registr:[44,45],registri:44,regress:[51,81,83],regular:24,relat:[44,49],relu:5,remark:61,remot:[25,43],render:70,repeat:8,represent:[17,44],request:59,requir:[18,31,52,59],reshap:8,resiz:8,resnet:79,result:[65,71,86],retri:23,revis:76,rmsprop:10,rnn:[36,49,56,57,67],rnnop:[17,36,44],role:84,rotat:8,route53:70,row_conv:8,row_l2_norm:8,run:[58,61,65,71,84],runtim:[27,41],sampl:8,sampling_id:8,save:26,scale:[8,19],scale_shift:8,scaling_project:8,scope:[17,36,44,47],script:71,secur:70,select:24,selective_fc:8,semant:84,sentiment:[12,85],separ:44,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:57,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[19,23,24,27,42,67,70],servic:70,session:[41,43],set:68,setup:[52,70],sextant:75,sgd:67,share:[15,47],should:[47,50],shuffl:40,sigmoid:5,simpl:[51,57],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:40,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:45,some:58,sourc:[52,54,58],span:52,spars:[24,25,26,69],specifi:[69,76],split:83,spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:[17,85],standard:81,stanh:5,start:[15,55,59,70,71,81],startup:71,step:36,store:19,structur:77,sub_nested_seq:8,subcommond:29,submit:27,suffici:40,suitabl:18,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:81,support:49,survei:75,synopsi:29,system:70,tabl:35,table_project:8,take:40,tanh:5,task:[19,23],tear:70,tecton:75,templat:70,tensor:[8,44,62],tensorarrai:49,test:[58,59,60,61,67,69,83,84,85],text:86,text_conv_pool:9,theori:16,thi:47,think:31,three:49,timelin:26,timer:64,tip:64,todo:[20,21],togeth:47,toi:77,toler:19,tool:[18,64,75],train:[14,15,19,22,25,27,40,41,51,53,65,67,69,70,71,76,77,78,81,83,84,85,86],trainer:[14,19,24,26,27,70,83],tran:8,trans_full_matrix_project:8,transfer:81,tune:[64,67],tutori:[76,78,80,84,85,86],two:16,type:61,ubuntu:52,uci_h:12,uniform:49,unit:[58,60,61,67],updat:[15,25,26,70],usag:[36,40,53,62,63],use:[22,40,62],user:[19,76,82,83,85,86],util:7,value_print:7,vardesc:50,variabl:[39,44,47,50],vector:67,verifi:70,vgg_16_network:9,visual:79,volum:70,vpc:70,warp_ctc:8,what:[22,26,50,58,64],when:[26,47],why:[40,44,49,64],wmt14:12,word:[76,81],work:53,workflow:86,workspac:65,wrapper:60,write:[60,61,81],yaml:71,zoo:[79,80]}}) \ No newline at end of file +Search.setIndex({docnames:["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/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/functions_operators_layers","design/gan_api","design/graph","design/if_else_op","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/optimizer","design/parameters_in_cpp","design/program","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/releasing_process","design/scope","design/simple_op_design","design/tensor_array","design/var_desc","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/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/use_eigen_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","survey/cluster_bootstrapping_tools","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:["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/auto_gradient_check.md","design/block.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/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/if_else_op.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/optimizer.md","design/parameters_in_cpp.md","design/program.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/releasing_process.md","design/scope.md","design/simple_op_design.md","design/tensor_array.md","design/var_desc.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/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/use_eigen_en.md","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","survey/cluster_bootstrapping_tools.md","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:[2,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":82,"00186201e":4,"00m":65,"01852v1":8,"03m":65,"0424m":65,"0473v3":9,"055ee37d":71,"05d":79,"0630u":65,"06u":65,"0810u":65,"08823112e":4,"0957m":65,"0ab":8,"0rc1":47,"0rc2":47,"0th":87,"10007_10":86,"10014_7":86,"100gb":65,"100gi":71,"10g":27,"10m":65,"1150u":65,"11\u5b9e\u73b0\u4e86c":35,"11e6":72,"12194102e":4,"124n":65,"13m":72,"1490u":65,"15501715e":4,"1550u":65,"15mb":82,"1636k":87,"16mb":82,"16u":65,"173m":80,"173n":65,"1770u":65,"18ad":71,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":72,"197u":65,"1gb":65,"1st":[77,80,86,87],"202mb":87,"210u":65,"211839e770f7b538e2d8":9,"215n":65,"228u":65,"234m":80,"2520u":65,"252kb":82,"25639710e":4,"25k":82,"2680u":65,"27787406e":4,"279n":65,"27m":65,"285m":65,"2863m":65,"28m":65,"28x28":2,"2977m":65,"2cbf7385":71,"2nd":[8,86,87],"302n":65,"30u":65,"32777140e":4,"328n":65,"32u":65,"32x32":[12,79],"331n":65,"3320u":65,"36540484e":4,"365e":71,"36u":65,"3710m":65,"3768m":65,"387u":65,"38u":65,"3920u":65,"39u":65,"3rd":[84,86,87],"4035m":65,"4090u":65,"4096mb":68,"4279m":65,"43630644e":4,"43u":65,"448a5b355b84":72,"4560u":65,"4563m":65,"45u":65,"4650u":65,"4726m":65,"473m":72,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":68,"4yf":8,"50bd":71,"50gi":71,"51111044e":4,"514u":65,"525n":65,"526u":65,"53018653e":4,"536u":65,"5460u":65,"5470u":65,"54u":65,"55g":87,"5690m":65,"573u":65,"578n":65,"5798m":65,"586u":65,"58s":72,"5969m":65,"5delta":8,"6080u":65,"6082v4":8,"6140u":65,"6305m":65,"639u":65,"655u":65,"6780u":65,"6810u":65,"682u":65,"6970u":65,"6ce9":71,"6node":66,"6th":87,"704u":65,"70634608e":4,"7090u":65,"72296313e":4,"72u":65,"73u":65,"75u":65,"760u":65,"767u":65,"783n":65,"784u":65,"78m":65,"7eamaa":12,"7kb":72,"8250u":65,"8300u":65,"830n":65,"849m":65,"85625684e":4,"861u":65,"864k":87,"8661m":65,"892m":65,"901n":65,"90u":65,"918u":65,"9247m":65,"924n":65,"9261m":65,"93137714e":4,"9330m":65,"94u":65,"9530m":65,"96644767e":4,"983m":65,"988u":65,"997u":65,"99982715e":4,"99m":80,"99u":65,"9f18":72,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":28,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":20,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":28,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":28,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":47,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":28,"\u4e0a\u4f20\u65b9\u6cd5":47,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":28,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":21,"\u4e0b\u8f7d":28,"\u4e0b\u8f7d\u5230\u672c\u5730":28,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":35,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":28,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":34,"\u4e0d\u4f7f\u7528c":34,"\u4e0d\u4f7f\u7528swig":34,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":34,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":34,"\u4e0d\u5728":35,"\u4e0d\u5bb9\u6613\u51fa\u9519":28,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":34,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":34,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":34,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":21,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":28,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":47,"\u4e0e\u53ef\u80fd\u6709\u7684":47,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":34,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":35,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":34,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":34,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":47,"\u4e2a\u6027\u5316\u63a8\u8350":47,"\u4e2d":[34,35],"\u4e2d\u5199\u5165json\u5185\u5bb9":20,"\u4e2d\u5b8c\u5168\u4e00\u81f4":34,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":35,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":21,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":28,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":35,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":28,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":35,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":34,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":35,"\u4e5f\u4e0d\u751f\u6210":35,"\u4e66\u5199":34,"\u4eba\u8138\u8bc6\u522b":21,"\u4ec5\u4ec5\u4f7f\u7528":34,"\u4ece":47,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":20,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":20,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":35,"\u4ed6\u662f\u5c06":35,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":34,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":34,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":21,"\u4ee3\u8868shard\u7684index":21,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":21,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":21,"\u4ee5\u4e0b":21,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":28,"\u4ee5\u53canumpi":21,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":20,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":34,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":34,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":21,"\u4f20\u5165":21,"\u4f46":35,"\u4f46\u4e0d\u66b4\u9732":35,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":47,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":47,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":35,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":34,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":21,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":34,"\u4f7f\u7528":[35,47],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":21,"\u4f7f\u7528\u52a8\u6001\u5e93":34,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":20,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":35,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":35,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":20,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":34,"\u4f7f\u7528c":35,"\u4f7f\u7528c99\u505a\u63a5\u53e3":34,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":34,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":34,"\u4f7f\u7528regress":47,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":34,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":34,"\u4f7f\u7528void":34,"\u4f8b\u5982":[21,34,35,47],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":34,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":34,"\u4f8b\u5982\u5bf9\u4e8epython":34,"\u4f8b\u5982c":34,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":34,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":34,"\u4f8b\u5982python\u7684":34,"\u4f9d\u6b21\u7c7b\u63a8":47,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":34,"\u4fee\u590d\u6240\u6709bug\u540e":47,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":47,"\u4fee\u590dubuntu":47,"\u4fee\u6539\u6210":47,"\u505a\u53ea\u8bfb\u6302\u8f7d":21,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":47,"\u505a\u63a5\u53e3":34,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":35,"\u5176\u4e2d":[34,47],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":35,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":47,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":35,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":35,"\u5177\u4f53\u8bf7\u53c2\u8003":35,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":34,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":34,"\u518d\u57fa\u4e8e":47,"\u5199\u4ee3\u7801":34,"\u5199\u5165\u5feb\u7167\u6570\u636e":20,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":21,"\u51fd\u6570\u540d\u4e3a":35,"\u51fd\u6570\u547d\u540d":34,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":20,"\u5206\u652f":47,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":47,"\u5206\u652f\u4e2d":47,"\u5206\u652f\u4e3a\u5f00\u53d1":47,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":47,"\u5206\u652f\u4e3a\u7a33\u5b9a":47,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":47,"\u5206\u652f\u5408\u5165":47,"\u5206\u652f\u5408\u5165master\u5206\u652f":47,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":47,"\u5206\u652f\u540d\u4e3a":47,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":47,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":47,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":47,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":47,"\u5206\u7247":20,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":20,"\u5219\u5ffd\u7565":20,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":20,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":20,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":20,"\u5230":20,"\u529f\u80fd":28,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":47,"\u52a8\u6001\u5e93":34,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":35,"\u5305\u62ec":21,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":20,"\u534f\u540c\u5b8c\u6210releas":47,"\u5355\u4e2a\u503c":21,"\u5355\u70b9\u6545\u969c":20,"\u5373":35,"\u5373\u4f7f\u7528":35,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5373\u4f7fc":35,"\u5373\u4f8b\u5982":35,"\u5373\u4fbfpaddl":35,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":35,"\u5373\u66b4\u9732":35,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":34,"\u53c2\u6570":34,"\u53c2\u8003":[28,34],"\u53cc\u5411\u9a8c\u8bc1":28,"\u53d1\u5e03\u5230dockerhub":47,"\u53d1\u5e03\u5230github":47,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":20,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":35,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":34,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":20,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":20,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":34,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":21,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":20,"\u53ef\u4ee5\u7528":28,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":21,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":47,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":20,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":20,"\u540c\u65f6\u518d\u5c06":47,"\u540c\u65f6\u63d0\u8d77":47,"\u540d\u5b57\u4fee\u9970":34,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":20,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":47,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":34,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":20,"\u548c":[21,34,35,47],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":21,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":20,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":20,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":34,"\u56fe\u50cf\u5206\u7c7b":47,"\u5728":[35,47],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":20,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":21,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":47,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":20,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":35,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":21,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":20,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":35,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":20,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":20,"\u5728\u672c\u6587\u6863\u4e2d":28,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":21,"\u5728\u6837\u4f8b\u4e2d":35,"\u5728\u7528\u6237\u4f7f\u7528c":35,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":21,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":47,"\u5728\u8fd9\u4e2a":47,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":34,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":47,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":35,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":35,"\u5728c":34,"\u5728c\u7684\u5934\u6587\u4ef6":34,"\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":21,"\u5728paramet":20,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":35,"\u5747\u662f\u5728":35,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":28,"\u591a\u4e2a\u503c":21,"\u591a\u4e2aparamet":20,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":34,"\u5982\u56fe\u4e2dtrainer":20,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":20,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":34,"\u5982\u679c\u5931\u8d25":47,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":20,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":21,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":47,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":35,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":35,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":35,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":20,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":34,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":47,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":34,"\u5982\u679cparamet":20,"\u5b57\u7b26\u4e32":21,"\u5b58\u50a8":21,"\u5b66\u4e60\u6210\u672c\u9ad8":34,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":21,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":35,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":28,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":21,"\u5b9e\u73b0\u7b80\u5355":34,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":34,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":34,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":34,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":34,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":35,"\u5bf9\u4e8e\u6bcf\u79cdc":35,"\u5bf9\u6bd4":34,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":35,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":47,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":35,"\u5c06":47,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":20,"\u5c06\u5927\u91cf\u7684":34,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":47,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":47,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":34,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":20,"\u5e73\u5747\u6545\u969c\u7387":20,"\u5e76\u4e14\u4f7f\u7528":35,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":34,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":28,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":28,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":34,"\u5e76\u5220\u9664":47,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":20,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":20,"\u5e76\u53d1\u5e03\u5230pypi":47,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":21,"\u5e76\u5c06c":35,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":20,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":34,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":21,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":47,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":47,"\u5efa\u8bae":47,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":35,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":47,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":47,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":47,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":20,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":47,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":35,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":28,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":34,"\u5f97\u4f7f\u7528":34,"\u5fc5\u8981":35,"\u60c5\u611f\u5206\u6790":47,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":35,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":34,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":21,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":28,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":34,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":28,"\u6211\u4eec\u9009\u62e9":21,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":21,"\u6216\u8005":[34,35],"\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":20,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":21,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":21,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":20,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":28,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":35,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":35,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":35,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":34,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":35,"\u628a":21,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":21,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":20,"\u63a5\u53e3":[34,35],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":35,"\u63a5\u53e3\u662f":21,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":28,"\u63a7\u5236\u7528\u6237\u6743\u9650":21,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":28,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":28,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":28,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":21,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":28,"\u6570\u636e":28,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":34,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":28,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":21,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":21,"\u6587\u4ef6":34,"\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":28,"\u6587\u4ef6\u5185\u5bb9\u4e3a":34,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":20,"\u6587\u4ef6\u5bf9\u5e94\u7684data":21,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":28,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":47,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":47,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":28,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":34,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":21,"\u65e0\u8bba\u662f\u4ece":21,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":21,"\u65f6":20,"\u662f":28,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":34,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":35,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":34,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":35,"\u662f\u56e0\u4e3ac99\u652f\u6301":34,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":28,"\u662f\u6307":35,"\u662f\u7528\u6237\u4f7f\u7528c":35,"\u662fc":35,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":20,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":35,"\u6700\u540e\u5220\u9664":47,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":34,"\u6709\u6807\u51c6\u7684":34,"\u6709\u7684\u65f6\u5019":34,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":47,"\u672c\u6587\u6863\u63cf\u8ff0paddl":35,"\u673a\u5668\u7ffb\u8bd1":47,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":20,"\u6765\u786e\u4fdd\u628a":34,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":34,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":21,"\u6765\u8fdb\u884c\u8ba8\u8bba":35,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":47,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":20,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":20,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":20,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":34,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":20,"\u6bcf\u4e00\u4e2a":47,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":21,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":21,"\u6bcf\u4e2adata":21,"\u6bcf\u4e2aparamet":20,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":20,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":21,"\u6bcf\u969410\u5206\u949f":20,"\u6bd4\u5982":21,"\u6bd4\u5982\u5c06":47,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":20,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":21,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":21,"\u6ce8":20,"\u6d4b\u8bd5docker\u955c\u50cf":47,"\u6d6e\u70b9\u578b\u6570\u636e":21,"\u7136\u540e\u5728etcd\u7684":20,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":28,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":28,"\u7248\u672c\u5206\u652f":47,"\u7248\u672c\u53f7":47,"\u7248\u672c\u53f7rc":47,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":47,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":34,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":21,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":21,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":34,"\u751f\u6210\u6587\u6863":34,"\u751f\u6210\u7684":21,"\u751f\u6210\u7ed9\u5b9a":21,"\u751f\u6210api\u6587\u6863":34,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":28,"\u7528":28,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":21,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":21,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":35,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":21,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":35,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":21,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":28,"\u7528\u6237\u901a\u8fc7c":35,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":20,"\u7531\u4e8ec":34,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":28,"\u7531\u4e8epypi":47,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":28,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":34,"\u7684\u5934\u6587\u4ef6":34,"\u7684\u63a5\u53e3\u6837\u5f0f":34,"\u7684\u6570\u636e\u6d41\u56fe":21,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":34,"\u7684\u7f29\u5199":28,"\u7684\u89c4\u8303":34,"\u7684\u89d2\u5ea6":21,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":21,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":20,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":34,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":28,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":34,"\u76ee\u5f55\u4e0b":35,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":34,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":35,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":34,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":34,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":34,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":20,"\u79bb\u7ebf\u6279\u5904\u7406":21,"\u7b2c\u4e00\u4e2atag\u4e3a":47,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":47,"\u7b2c\u4e8c\u4e2a\u4e3a":47,"\u7b49":35,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":35,"\u7b49\u6587\u4ef6":35,"\u7c7b\u4f3c":35,"\u7c7b\u540d\u548cc":34,"\u7c7b\u578b":34,"\u7ea2\u697c\u68a6":77,"\u7ed3\u8bba":34,"\u7edf\u4e00\u7528":21,"\u7f16\u8bd1\u5668\u6ca1\u6709":34,"\u7f16\u8bd1\u578b\u8bed\u8a00":34,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":47,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":47,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":47,"\u7f16\u8bd1c":35,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":47,"\u7f16\u8bd1ubuntu\u7684deb\u5305":47,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":35,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":34,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":35,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":28,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":20,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":34,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":34,"\u800c\u5bf9\u4e8egolang":34,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":34,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":35,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":21,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":34,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":20,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":35,"\u826f\u597d\u7684\u6587\u6863":34,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":20,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":35,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":34,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":34,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":20,"\u8ba9paddle\u6838\u5fc3\u4e2d":35,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":20,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":47,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":47,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":47,"\u8bbe\u7f6e":35,"\u8bc6\u522b\u6570\u5b57":47,"\u8bcd\u5411\u91cf":47,"\u8be6\u7ec6\u8bbe\u8ba1":28,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":47,"\u8bf4\u660e":20,"\u8bf7\u53c2\u8003":35,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":21,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":20,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":47,"\u8fd8\u662f\u4ece":21,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":35,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":35,"\u8fd9\u4e09\u4e2a\u5206\u652f":47,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":35,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":35,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":35,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":34,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":34,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":35,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":35,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":35,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":35,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":21,"\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":21,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":34,"\u8fd9\u662f\u56e0\u4e3a":34,"\u8fd9\u6837":35,"\u8fd9\u6837\u4fdd\u8bc1":47,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":21,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":28,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":34,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":20,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":47,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":28,"\u901a\u5e38":35,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":20,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":35,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":28,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":47,"\u90a3\u4e48":35,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":21,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":34,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":28,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":20,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":34,"\u91cd\u547d\u540d\u6210":34,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":34,"\u9519\u8bef\u5904\u7406":34,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":34,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":34,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":35,"\u9700\u8981":21,"\u9700\u8981\u4fee\u6539build":47,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":28,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":35,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":47,"\u9700\u8981\u5f15\u7528":35,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":34,"\u9700\u8981\u6ce8\u610f\u7684\u662f":47,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":35,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":47,"\u9ed8\u8ba4256k":28,"\ufb01xed":87,"abstract":[48,61,68],"api\u4e2d\u4f7f\u7528":34,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":35,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":35,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":35,"api\u63a5\u53e3":28,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":35,"api\u65f6":35,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":35,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":35,"api\u66b4\u9732\u7684\u7c7b\u578b":35,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":35,"api\u7684\u5b9e\u4f8b":35,"api\u7684\u5b9e\u73b0\u7ec6\u8282":35,"api\u7684\u63a5\u53e3":35,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":35,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":35,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":35,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":35,"block\u6784\u6210\u4e00\u4e2amodel":20,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":47,"boolean":[8,29,33,34],"break":[18,50,82],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":47,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":47,"byte":28,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":34,"c\u6709\u6807\u51c6\u7684abi":34,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":34,"case":[8,22,35,41,42,45,52,54,58,61,62,65,69,71,76,78,82],"char":[24,84],"class":[4,5,6,7,8,9,10,11,12,14,15,17,30,32,34,37,39,40,42,45,46,48,49,50,63,67,79,86],"const":[17,22,24,38,46,48,49,50,61,62,63],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":35,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":35,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":35,"core\u6982\u5ff5":35,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":21,"deb\u5305":47,"deb\u5305\u7f16\u8bd1\u95ee\u9898":47,"default":[2,6,7,8,9,11,12,14,15,17,18,31,36,48,49,51,54,59,62,66,68,70,71,72,76,82,84,86,87],"enum":[22,24,39,49,51],"export":[53,79],"final":[8,9,16,36,50,52,53,60,61,62,86],"float":[2,6,7,8,10,12,49,52,61,62,63,65,70,77,80],"function":[2,4,8,9,10,12,15,17,19,23,24,25,27,32,36,37,38,39,41,42,43,45,46,48,49,50,52,58,61,62,63,65,66,68,76,78,79,82,85,86,87],"golang\u53ef\u4ee5\u4f7f\u7528":34,"golang\u7684":34,"h\u5e76\u4e0d\u56f0\u96be":34,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":21,"import":[2,4,7,8,15,17,18,31,33,36,39,43,48,51,52,58,62,65,71,77,78,79,80,82,86,87],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":28,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":21,"instance\u5305\u6db5\u4e24\u4e2a\u503c":21,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":21,"int":[2,6,7,8,9,12,17,22,23,24,27,33,34,35,39,40,41,49,50,61,63,70,82,85],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":34,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":47,"long":[1,8,9,12,54,65,85,86],"model\u505a\u5206\u652f\u7ba1\u7406":47,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":21,"new":[2,8,12,16,17,18,19,22,23,24,25,26,40,41,42,44,45,46,49,50,59,60,64,71,72,76,78,82,85,86],"note\u7684\u4e66\u5199":47,"null":[8,61,68],"org\u76ee\u524d\u9075\u5faa":47,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":34,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":34,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":34,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":34,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":35,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":34,"paddle\u7684c":35,"paddle\u8bad\u7ec3\u4efb\u52a1":21,"paddle\u8def\u5f84\u4e0b":35,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":34,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":35,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":34,"paddle_\u7c7b\u578b\u540d":35,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":35,"paddlepaddle\u4f7f\u7528git":47,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":47,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":21,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":47,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":47,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":47,"patch\u53f7":47,"patch\u53f7\u52a0\u4e00":47,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":28,"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":28,"pfsserver\u63d0\u4f9brest":28,"public":[12,17,30,46,48,49,50,61,62,63,66,71,72,86],"py\u4e2d":47,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":47,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":21,"reader\u8f93\u51fa\u7684data":21,"release\u9875\u9762":47,"return":[2,6,7,8,9,11,12,14,15,16,17,21,22,24,27,30,31,36,37,39,40,42,44,46,48,49,50,51,52,58,61,62,63,71,78,80,82,83,84,87],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":21,"server\u4e4b\u4e0a":20,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":20,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":20,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":20,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":20,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":20,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":20,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":20,"server\u751f\u6210\u4e00\u4e2auuid":20,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":20,"server\u7684\u6570\u636e\u5feb\u7167":20,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":20,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":20,"short":[8,9,31,48,50,52,62,84,85,86],"static":[14,24,35,48,49,71,76],"super":[40,61],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":34,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":34,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":34,"swig\u76f4\u63a5\u8bfb\u53d6c":34,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":34,"switch":[17,35,44,71,86],"tag\u4e3a":47,"throw":71,"true":[2,6,7,8,9,11,12,14,15,17,22,33,37,39,41,49,50,52,58,61,68,70,71,80,84,85,86,87],"try":[10,18,19,22,23,24,41,48,59,65,78],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":35,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":47,"var":[17,30,32,33,37,39,40,45,50,51],"void":[17,22,24,30,34,35,39,49,61,62,63],"wheel\u5305":47,"while":[1,2,6,12,17,26,38,41,48,54,58,62,63,68,78,82,86,87],AGE:[71,72],AND:84,ARE:84,AWS:[21,64,73,74],Age:83,And:[2,7,8,10,12,14,16,22,26,27,31,41,42,48,58,70,71,72,77,80,84,86,87],But:[2,8,9,12,16,30,48,76],EOS:8,For:[1,2,7,8,10,12,14,15,17,23,24,25,27,30,32,36,38,39,40,41,42,44,45,49,52,53,54,58,60,61,62,63,65,66,67,68,70,76,77,79,80,82,86,87],Going:86,Has:2,IDE:59,IDs:[12,26,82],IRs:42,Ids:82,Into:71,Its:[2,58,62,71,84],K8s:76,NMS:8,NOT:[40,62],Not:[15,19,66,76],ONE:2,OPs:[42,43],One:[7,9,14,16,26,44,48,58,61,68,78,82,86,87],Ops:[45,49,62],PFS:28,QoS:72,Such:50,THE:2,TLS:[15,28,71],That:[8,12,41,54,68,70],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,18,19,23,25,26,27,29,35,36,39,40,41,42,43,44,48,49,50,51,52,53,54,55,58,59,60,61,62,63,65,66,68,70,71,72,77,78,79,80,82,83,84,85,86,87],Their:[2,8,19],Then:[4,8,30,51,53,54,58,60,61,65,71,72,77,79,84,85,86],There:[7,8,12,14,15,17,18,19,24,26,27,29,36,38,48,51,52,54,62,65,71,78,79,80,81,82,84,87],These:[7,17,32,37,49,66,70,79,85],USE:84,USING:84,Use:[2,7,12,15,29,41,45,54,61,65,68,69,71,84],Used:[9,45],Useful:2,Using:[19,45,48,59,63,72,86],VMs:59,VPS:71,WITH:60,Will:[12,14],With:[2,8,9,39,50,52,78,85],YES:27,Yes:[54,59],___fc_layer_0__:71,__doc__:49,__file__:27,__gradient_machines__:14,__impl__:49,__init__:[31,37,40,50,51,61],__main__:[31,80],__meta__:84,__metaclass__:62,__name__:[31,80],__param_conf__:14,__rnn_step__:58,__tmp_params__:14,__va_args__:46,_binari:18,_block:51,_create_global_var:40,_error:78,_librari:18,_link:9,_loss:31,_name:51,_op:62,_proj:8,_res2_1_branch1_bn:80,_source_language_embed:[58,77],_target_language_embed:[58,77],_test:18,_var:51,_var_desc:51,a_op:62,aaaaa:21,aaaaaaaaaaaaa:71,abc:8,abil:31,abl:[8,15,37,40,42,44,51,76,78,86],about:[4,8,9,17,18,27,29,36,42,48,49,52,62,65,67,68,71,85,86,87],abov:[2,4,7,8,15,17,18,19,23,30,32,36,37,39,40,42,44,49,50,52,54,59,60,62,63,65,71,72,76,78,80,82,85],abs:[8,9,16,31,78],abs_numerical_grad:16,absolut:[1,66],academ:83,acceler:[20,70],accept:[2,4,6,8,12,15,41,45,82,85],acceptor:85,access:[1,8,9,15,18,23,26,27,40,42,58,87],accessmod:71,accessor:40,accident:83,accomplish:54,accord:[1,2,7,8,16,24,32,42,43,45,50,51,62,66,67,68,70],accordingli:[4,7,8,61],accordingto:85,account:[45,76],accrodingli:22,accumul:[19,24],accur:[16,26],accuraci:[7,61,82,83,86],achiev:[65,79],ack:68,acl:86,aclimdb:86,across:[8,12,36],act:[8,9,17,42,44,50,52,58,82],act_output:49,act_typ:82,action:[71,83],activ:[4,9,13,18,42,49,52,53,58,61,63,68,82,86],activi:9,actual:[2,22,31,49,52,63],adadelta:82,adagrad:82,adagradoptim:37,adam:[15,24,31,82,86,87],adamax:82,adamoptim:[77,82,86,87],adapt:[7,10,14,52,86,87],add:[2,8,9,12,14,16,17,18,22,26,30,33,37,42,43,45,48,51,52,53,59,60,61,62,63,65,70,82,84],add_depend:18,add_execut:18,add_input:[36,61],add_memori:36,add_output:36,add_scalar:[17,39],add_test:[18,61],add_to:8,add_two:[17,36],add_unittest_without_exec:61,add_var:51,addattr:[49,62],addbia:61,addcom:[49,62],added:[2,7,14,17,43,60,61,62],adding:80,addinitialoper:51,addinput:[49,62],addit:[8,9,45,50,54,62,63,82],addop:[30,63],addoutput:62,addr:19,address:[19,24,42,44,54,65,68,76],addrow:61,addtion:66,addtolay:8,addtyp:49,adject:86,adjust:52,admin:[76,83],administr:[26,59,76],adopt:[31,85],advanc:[16,58,65,68],advantag:[16,86],adventur:83,adverb:86,adversari:[31,41],advic:65,affect:[8,17],afford:23,afi:2,aforement:[18,66],after:[8,9,12,17,18,23,24,26,29,38,42,43,53,54,58,60,61,62,63,66,68,70,71,72,78,79,80,82,84,85,86,87],again:[15,19,65],against:71,age:[12,84],agg_level:8,aggreg:71,ago:18,aid:65,aim:[86,87],aircraft:87,airplan:79,aistat:8,alex:[8,86],alexnet_pass1:70,alexnet_pass2:70,algorithm:[8,10,23,52,58,77,79,86,87],alia:[5,6,8],align:[8,9,12,87],all:[2,6,7,8,10,14,15,17,18,19,22,24,26,27,29,31,32,35,36,37,39,40,42,44,45,49,52,54,58,59,60,61,63,65,66,67,68,70,71,72,76,77,78,80,82,83,84,85,86,87],alloc:[6,24,27,61,63,70],allow:[15,24,42,54,60,61,65,68,71,82],allow_only_one_model_on_one_gpu:[67,68,70],almost:[52,59,66,77],along:86,alpha:18,alreadi:[18,19,40,42,43,48,54,65,66,68,71,72,86],alreali:[67,87],also:[1,2,8,9,12,15,17,18,22,25,30,31,32,38,39,40,41,48,49,50,53,54,58,59,61,62,65,66,72,76,78,79,80,82,85,86],altern:62,although:52,altogeth:76,alwai:[4,8,9,14,18,41,44,51,52,68,71,87],amaz:79,amazon:[71,72,82,86],amazonaw:71,amazonec2fullaccess:71,amazonelasticfilesystemfullaccess:71,amazonroute53domainsfullaccess:71,amazonroute53fullaccess:71,amazons3fullaccess:71,amazonvpcfullaccess:71,ambigu:[41,85],amd64:[53,71],american:79,among:[71,86],amount:[65,86],analysi:[52,65,81,85],analyz:[82,86],ancestor:[39,40],andd:71,ani:[1,2,8,9,12,15,18,19,24,26,27,40,41,42,43,44,59,62,63,65,71,82,84,87],anim:83,annot:85,annual:85,anoth:[2,8,14,15,17,27,48,49,54,59,68,71,85,86],ans:71,answer:[52,71,85],anyth:[12,41,60,71,85],anytim:31,api:[12,14,15,18,24,25,27,28,30,31,36,38,45,47,50,51,53,61,62,65,71,75,76,78,82,84,86],api_shar:18,api_test:18,api_trainer_config_helpers_data_sourc:84,api_trainer_config_helpers_lay:58,api_trainer_config_helpers_layers_context_project:84,api_trainer_config_helpers_layers_cos_sim:84,api_trainer_config_helpers_layers_data_lay:84,api_trainer_config_helpers_layers_embedding_lay:84,api_trainer_config_helpers_layers_fc_lay:84,api_trainer_config_helpers_layers_pooling_lay:84,apiserv:71,apivers:[71,72],apo:87,appar:87,appear:[32,85],append:[2,14,40,41,58,61,66],append_gradient_machin:14,append_oper:40,appleclang:53,appleyard:65,appli:[8,31,32,48,58,61,79,82],applic:[32,40,45,54,62,65,71,72,76,86],applyl1:22,appoint:62,appreci:[60,86],approach:[8,38,42,43,76],apt:[53,79],arbitrari:[8,42,63],architectur:[77,85,86,87],architecur:86,archiv:[12,34,35],area:31,arg:[2,7,9,37,49,52,62,67,78,79,80,82,85,86],arg_nam:8,argu:85,argument:[2,4,8,12,17,22,23,37,38,44,58,61,68,69,77,78,79,80,84,85,86,87],argv:80,arn:71,around:[2,8,26,71,76],arrai:[4,6,8,12,14,24,32,39,40,41,45,50,52,62,80],arrang:50,arrow:31,art:[52,85],articl:[32,59,60,66,72],artifact:71,artifici:78,artist:83,arxiv:[8,9,31,78,86],as_row_vector:8,as_step_input:17,ask:[19,26,59],aspect:86,assign:[7,8,23,63,68,71,76],associ:[38,46,63,85,86,87],assum:[7,8,17,42,58,70,77],assur:1,astyp:[41,62,78],asyc:19,async:[19,67],async_count:68,async_lagged_grad_discard_ratio:68,async_lagged_ratio_default:[67,68],async_lagged_ratio_min:[67,68],asynchron:[19,68],atla:53,atlas_root:53,attenion:9,attent:[8,9,54,87],attitud:86,attr1:8,attr2:8,attr:[6,8,9,17,39,40,49,58,62],attr_map:49,attrdesc:39,attribut:[2,8,9,13,17,39,43,45,48,49,50,61,62,77,85],attributemap:62,attrproto:49,attrtyp:[39,49,62],attrvalu:49,auc:67,aucvalidationlay:68,authent:71,author:[28,71,80],authorized_kei:66,auto:[17,22,34,45,48,50,61,62,63,65,81,84],autom:[71,87],automak:53,automat:[8,15,24,30,37,42,43,45,49,53,54,58,60,61,62,66,67,68,71,84,85,87],automaticli:8,automobil:79,avail:[19,24,43,44,53,71,76],averag:[7,8,11,23,68,80,82,84,85,86,87],average_test_period:[67,68,85],average_window:86,averagepool:8,avg:[65,82],avgcost:[82,84,86,87],avgpool:[8,82],avoid:[16,17,19,38,65],avx:[53,54,60],await:72,awar:[15,36,40,54,59,71],aws:28,aws_account_id:71,awsaccountid:71,awskeymanagementservicepowerus:71,aync:43,b2t:77,b363:72,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:72,ba5f:71,back:[2,14,19,31,42,54,62],background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,17,22,24,31,37,38,46,58,61,68,70],backward_first:58,backward_op:16,backwardactiv:61,bag:[82,86],baidu:[52,72,77],baik:77,bake:42,balanc:[43,68,71,78],balasubramanyan:86,bank:85,bare:[72,76],barrier:68,barrierstatset:65,base:[7,8,11,12,15,23,37,42,45,46,50,52,58,59,61,62,65,66,68,71,77,78,82,84,86,87],baseactiv:9,baseev:14,basematrix:61,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[54,59,60,71,72],bashrc:53,basic:[2,8,14,39,45,46,50,54,60,61,82,83,86],batch:[2,8,9,10,12,14,15,17,19,21,22,31,33,36,50,61,66,68,71,72,78,79,80,82,84,85,86,87],batch_0:80,batch_id:[14,31],batch_im:31,batch_label:31,batch_norm:31,batch_norm_lay:9,batch_norm_typ:8,batch_read:[21,41],batch_siz:[2,12,31,52,66,77,78,79,82,84,86,87],batch_szi:31,batch_z:31,batchnorm:31,batchsiz:[8,61],bazel:18,bbbbb:21,bbox:[7,8],bcd:8,bcebo:12,bdist_wheel:47,beam:[8,58,68,85,87],beam_gen:[8,58],beam_search:[14,58],beam_siz:[8,58,67,68,70],beamsiz:87,becaus:[4,7,8,12,15,17,18,19,24,38,40,41,42,48,50,51,58,59,61,63,70,71,79,82,85],becom:[43,48,65],been:[2,18,23,53,59,79,82,85,86,87],befor:[4,8,9,19,26,29,32,38,41,54,60,62,66,71,76,79,86,87],begin:[4,7,8,22,24,29,32,61],beginiter:[14,15],beginn:58,beginpass:[14,15],begintrain:15,behavior:65,behind:50,being:[26,41,63,78],belong:[8,42,48,87],below:[2,8,17,19,24,38,41,42,43,50,51,58,61,65,66,71,78,79,82,84],benefit:[9,26,27],bengio:8,bertolami:86,besid:[1,8,12,42,87],best:[8,18,53,54,59,68,82,84,86,87],best_model_path:85,besteffort:72,beta1:10,beta2:10,beta:[31,80],better:[8,9,18,52,66,71,76,78,84],between:[7,8,10,14,18,19,24,35,38,43,44,46,48,52,62,63,71,78,82,83,86,87],bgr:80,bi_gru:9,bi_lstm:9,bia:[8,9,10,58,61,80],bias:[8,61],bias_attr:[8,9,52,58],bias_param_attr:9,biases_:61,biasparameter_:61,biassiz:61,bidi:72,bidirect:[8,9,58,85,87],bidirectional_lstm_net:86,big:[43,65,76],bigger:19,biggest:86,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:65,bin:[53,54,66,71,72,84],binari:[2,7,8,12,18,27,31,42,59,65,71,77,82,86],bind:[30,48],bird:79,bison:53,bit:82,bitext:87,bla:53,black:31,blank:[8,71],block:[8,20,22,24,36,37,42,43,51,52,61,62,63,65,68,80,86],block_i:8,block_x:8,blockdesc:[17,32,37,40,45],blog:86,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:86,book:[12,45,58],bool:[2,6,7,8,9,11,12,14,17,33,40,49,50,51,61,68,70,82,86],boot:[8,58,76],boot_bia:8,boot_bias_active_typ:8,boot_lay:58,boot_stat:50,boot_with_const_id:8,bootstrap:53,bootstrapp:76,borrow:[31,50],bos_id:[8,58],both:[5,6,8,9,15,17,18,19,26,31,42,43,51,54,58,61,62,63,65,71,78,80,82],bottleneck:[65,80],bottom:[14,86],bound:8,boundari:42,boundri:7,bow:[82,86],box:[8,31,65],brace:[17,32],brain:26,branch:[8,15,17,18,33,39,42,47,62],breadth:[68,87],break_if:50,brendan:86,brew:53,brief:[18,24,63],briefli:65,bring:63,broadcast:[19,45,76],broken:60,brought:60,brows:54,browser:[54,71],bryan:86,bsd:59,bucket_nam:71,buf:22,buf_siz:12,buffer:[2,12,22,41,48,68],buffer_s:12,buffered_read:41,bug:[60,71],bui:86,build:[8,12,18,27,32,42,47,49,52,54,56,62,64,68,71,73,74,77,79,80,82,84,86,87],build_dict:12,build_model:31,built:[18,42,49,50,53,54,59,76,78,85],bunch:[65,82],bunk:86,button:[60,71],c11:34,c703c041:60,c99:35,c99e:71,cach:[42,82,85],cache_pass_in_mem:[2,82,85],cachetyp:[2,82,85],cacul:9,caff:17,caffe2:17,calc_batch_s:[2,85],calcul:[2,7,8,9,10,16,19,24,58,61,65,68,70,78,84],call:[2,7,8,9,14,15,16,17,22,23,24,25,27,31,32,36,37,40,42,45,46,48,49,50,52,54,58,59,60,61,62,63,65,68,71,79,80,82,86,87],callabl:[2,6,8,12],callback:61,caller:[16,71],caltech:79,can:[1,2,4,6,7,8,9,12,14,15,16,17,18,19,22,23,26,27,30,31,32,36,37,39,40,41,42,43,44,45,46,49,50,51,52,53,54,58,59,60,61,62,63,65,66,67,68,70,71,72,76,77,78,79,80,82,84,85,86,87],can_over_batch_s:[2,85],cancel:[26,60],candid:8,cannot:[44,45,48,50,61,62],caoi:87,capabl:[38,45,53,86],capac:71,capi:34,capi_prvi:35,caption:[52,87],captur:[52,66],card:66,care:[9,27,41,67,68,76,83],carefulli:[66,68,80],caret:14,carpedm20:31,cast_to_op_attr:49,cat:[54,79,80,86],categor:85,categori:[8,12,19,82,86],categorig:12,categoryfil:72,caus:[19,29,62],caution:[71,72],cc_:18,cc_binari:18,cc_test:18,ccb2_pc30:87,cclient:25,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9,86],center:2,cento:76,ceph:[21,72],cephf:[21,27,28],certain:[1,37,48,67,85],certif:[15,28,71],cffi:34,cfg:72,cgo:34,chagn:46,chain:[12,32,61],challeng:[8,19,33],chanc:[15,61,82],chang:[8,12,18,23,27,38,39,41,46,48,52,54,58,60,61,62,63,65,68,71,82,86],channel:[8,9,65,66,80],channl:[66,80],chapter:36,chapter_data:36,chapter_out:36,charact:[82,84],character:52,characterist:[70,79],check:[2,12,17,18,45,52,53,54,60,62,68,70,71,83],check_align:12,check_attr:49,check_eq:61,check_fail_continu:2,check_grad:[16,62],check_l:61,check_sparse_distribution_batch:[67,68],check_sparse_distribution_in_pserv:[67,68],check_sparse_distribution_ratio:[67,68],check_sparse_distribution_unbalance_degre:[67,68],checker:45,checkgrad:68,checkgrad_ep:68,checkmark:76,checkout:60,checkpoint:43,checksum:28,child:17,children:83,china:54,chines:81,chmod:[53,71],choic:[18,54,83],choos:[59,68,82,84],chosen:[1,31,83,87],chunk:[23,28,78,85],chunk_schem:7,chunktyp:7,cifar:[78,79],cifar_vgg_model:79,circl:32,claim:71,claimnam:71,clang:[34,53,54,60],clarifi:7,class1:86,class2:86,class_dim:86,classfic:[80,86],classfiic:79,classic:[8,52],classif:[2,4,8,32,70,80,81,82,86,87],classifc:86,classifi:[8,31,78,79,80,82,86],classification_cost:[42,79,82],classification_error_evalu:[7,78,82,86,87],classification_evalu:7,claster:71,clean:[4,17,18,38,45,59,60,84],clear:[7,18,38,48],clearer:38,clearli:48,cleric:83,cli:71,click:[60,65,71],client:[22,25,45],clip:[6,9,68,82,86],clock:8,clone:[8,53,54,59],close:[2,41,44,60],closer:52,cloud:[18,19,27,28,29,44,45,76],cloud_read:12,cls:82,cludform:71,cluster:[12,14,15,17,19,24,42,44,67,68,72,82,87],cluster_train:66,cm469:71,cmake3:53,cmake:[35,53,59,61,62,65],cmakelist:[18,61],cmatrix:[34,35],cmd:72,cna:8,cname:71,cnn:[8,72,80,82],coars:30,code:[2,4,8,12,15,18,26,30,31,32,37,38,41,42,43,45,46,49,50,51,52,53,54,55,58,61,62,63,64,65,66,71,72,78,82,83],codebas:45,coeff:8,coeffici:8,collabor:19,collect:[8,12,14,52,83],collectbia:61,colleg:83,color:[79,80],colour:12,column:[7,8,32,41,44,61,77,87],column_evalu:7,column_nam:40,colunm:87,com:[8,9,12,18,31,53,54,59,60,71,72,76,80],combin:[7,8,9,12,14,37,45,48,78,84,86],come:[39,50,86],comedi:83,comma:[14,24,68,77],command:[1,4,18,22,27,29,52,53,54,59,60,61,62,64,65,66,71,72,73,74,77,78,79,80,84,85,86],commandlin:[65,86],commenc:82,comment:[10,18,49,60,62,82,86],commit:18,commnun:66,common:[21,58,61,67],common_util:66,commonli:[29,58,65,70],commun:[19,24,25,42,43,61,66,71],compani:86,compar:[16,18,45,59,61,62,78,82],comparison:18,compat:[2,30],compet:86,competit:78,compil:[8,18,42,46,49,51,53,54,59,60,61],complaint:18,complet:[4,8,9,10,12,14,17,19,23,24,28,32,45,61,62,63,71,72,76,82],complex:[1,2,9,26,41,45,58,65,82],complic:[8,30,42,50],compon:[42,50,61],compos:[12,15,30,36,40,45,78,85],composenotalign:12,composit:[30,46],compress:23,compromis:59,comput:[8,9,15,16,19,37,42,43,44,46,48,51,52,53,54,58,59,61,62,65,70,71,82,84,85,86],computation:[8,58],conat:8,concat:[31,58,87],concaten:[9,31,36,50],concentr:45,concept:[2,7,15,30,31,36,38,39,44,48,50,51,54,58],conceptu:31,concern:15,concis:[31,50],conclud:62,concret:[45,62],concurr:[19,26,43],concurrentremoteparameterupdat:68,cond:[17,33,39],condit:[8,23,33,42,58,66,72,87],condtion:31,conduct:65,conf:[4,8,66,77,78,80,87],conf_paddle_gradient_num:71,conf_paddle_n:71,conf_paddle_port:71,conf_paddle_ports_num:71,conf_paddle_ports_num_spars:71,confid:[8,86],confidence_threshold:8,config:[2,6,8,21,29,52,61,66,67,68,71,72,76,77,78,79,80,82,86,87],config_:[22,68],config_arg:[67,68,70,80,82,85,86],config_bas:[7,8,14],config_fil:85,config_gener:[66,84],config_lay:61,config_len:24,config_pars:[4,61],config_proto:24,configur:[0,1,2,4,8,14,22,24,26,27,43,52,57,59,61,62,63,65,68,76,77,79,80,86,87],confirm:29,conflict:[48,60],confront:87,confus:31,congest:68,conll05st:85,conll:[12,85],connect:[1,9,27,42,43,52,61,71,72,76,78,79,80,82,84,86],connectionist:[8,86],connor:86,consequ:[8,9],consid:[7,8,10,53,54,59,65,70,76,79],consider:[2,9],consist:[7,8,12,23,39,41,45,49,62,79,80,82,85,87],consol:[65,71],consolid:17,const_cast:62,constant:[44,61,62],constraint:[42,48],construct:[2,4,7,15,36,40,45,48,49,51,58],constructbackwardgraph:32,constructoptimizationgraph:32,constructor:[40,45,48,49,61,62],consum:[19,86],contact:26,contain:[2,7,8,9,11,12,14,15,17,23,31,38,44,45,46,48,49,50,55,58,59,60,62,66,71,79,80,82,83,86,87],containerport:71,contemporan:86,content:[24,29,72,85,86],content_len:24,context:[8,9,12,48,58,62,63,77,82,84,85,86,87],context_attr:9,context_len:[8,9,82],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,82],contibut:60,contin:71,continu:[2,7,19,68],contrast:[8,87],contribut:[55,59,64,86],contributor:45,control:[6,17,44,54,60,68,71,72,76,87],conv2d:31,conv:[9,31],conv_act:9,conv_batchnorm_drop_r:9,conv_bias_attr:9,conv_filter_s:9,conv_layer_attr:9,conv_num_filt:9,conv_op:8,conv_pad:9,conv_param_attr:9,conv_strid:9,conv_with_batchnorm:9,conveni:[15,37,49,66],convent:[24,62],converg:[66,78,86],convers:42,convert:[2,4,12,21,41,46,77,79,80,82,84],convlay:8,convolut:[8,9,12,31,78,80,84],convoper:8,convtran:8,convtranslay:8,cool:[2,60],coordin:[19,24],copi:[14,15,23,26,29,32,36,50,54,60,71,78,84],copy_shared_paramet:78,copytonumpymat:78,core:[2,6,35,38,50,59,68,87],coreo:[71,76],corespond:85,corner:45,corpora:87,corpu:[12,85],correct:[2,8,16,61,62,71],correctli:[7,12,31,61,78],correl:[52,79,86],correspoind:15,correspond:[2,4,15,17,18,33,36,40,44,45,46,49,52,60,61,62,63,79,83,85,86,87],corss_entropi:15,cos:[8,49],cosin:[8,49,84],cosineop:49,cosineopproto:49,cosineopprotomak:49,cost:[4,10,14,15,32,37,39,42,44,52,68,78,82,84,86,87],cost_id:8,cost_val:42,could:[2,4,8,12,14,15,16,23,36,37,38,39,41,42,43,46,54,59,65,66,71,82,84],count:[7,19,27,41,65,68,70,72,77,84,85,86,87],counter:[19,23,32],coupl:52,cours:[7,27,59],cover:63,coverag:53,coveral:53,coveralls_uploadpackag:53,cpickl:80,cpp:[16,22,30,34,35,38,43,45,51,60,61,65,82,84,87],cpu:[1,2,6,8,16,27,38,42,44,45,47,53,59,62,63,65,68,72,78,85,86,87],cpu_per_p:44,cpu_per_train:44,cpuinfo:54,cpuplac:[62,63],cpusparsematrix:35,craftsman:83,crash:[19,65,66,68],crazi:66,creat:[4,6,8,12,14,15,16,17,19,24,28,29,30,31,32,36,37,38,40,46,51,52,53,54,59,61,62,66,68,76,77,78,79,87],create_backward_pass:37,create_bias_paramet:61,create_block:40,create_cloud_job:44,create_doc_str:49,create_global_var:40,create_input_paramet:61,create_op:62,create_oper:30,create_optimization_pass:37,create_paramet:40,create_python_ops_creatation_funct:49,create_rnn:17,create_rnn_op:36,create_var:40,create_whileloop:50,createargu:78,createfromconfigproto:[4,78],creategradientoper:46,createop:49,createoper:17,createstack:71,createvar:51,createvari:17,creation:[30,71],creationd:71,creator:[12,21,45,46],creator_:46,credenti:29,credit:78,crf:85,crime:83,critic:[31,86],crlf:60,crop:80,crop_siz:80,cross:[8,62,82,85],cross_entropi:[8,15,31,44,78],cross_entropy_with_selfnorm:8,crt:28,csc:61,cslm:87,csr:61,csv:83,ctc:7,ctc_evalu:7,ctest:[54,59,60,62],ctor:40,ctrl:[59,66,84],ctx:[62,63,85],ctx_0:85,ctx_0_slot:85,ctx_n1:85,ctx_n1_slot:85,ctx_n2:85,ctx_n2_slot:85,ctx_p1:85,ctx_p1_slot:85,ctx_p2:85,ctx_p2_slot:85,cub:79,cuda:[18,45,53,54,59,65,66,68],cuda_dir:[67,68],cudaconfigurecal:65,cudadevicegetattribut:65,cudaeventcr:65,cudaeventcreatewithflag:65,cudafre:65,cudagetdevic:65,cudagetdevicecount:65,cudagetdeviceproperti:65,cudagetlasterror:65,cudahostalloc:65,cudalaunch:65,cudamalloc:65,cudamemcpi:65,cudaprofilerstart:65,cudaprofilerstop:65,cudaruntimegetvers:65,cudasetdevic:65,cudasetupargu:65,cudastreamcr:65,cudastreamcreatewithflag:65,cudastreamsynchron:65,cudeviceget:65,cudevicegetattribut:65,cudevicegetcount:65,cudevicegetnam:65,cudevicetotalmem:65,cudnn:[8,11,18,53,68],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[67,68],cudnn_convt:8,cudnn_dir:[67,68],cudrivergetvers:65,cuinit:65,cumul:8,curl:[53,71],curli:[17,32],current:[2,8,17,18,19,22,24,36,38,40,43,44,48,50,51,52,54,58,59,60,61,66,68,71,82,86,87],current_block:[39,40],current_oper:39,current_word:58,currentcost:[82,84,86,87],currentev:[82,84,86,87],curv:[15,79,85],custom:[1,2,15,27,31,45,61,71,83,86],custom_batch_read:41,cut:[43,50],cutoff:12,cycl:19,cyclic:8,cython:34,d3e0:71,d_b0:31,d_b1:31,d_b2:31,d_block:31,d_f:31,d_g:31,d_h0:31,d_h0_bn:31,d_h0_relu:31,d_h1:31,d_h1_bn:31,d_h1_relu:31,d_h2:31,d_loss:31,d_loss_fak:31,d_loss_real:31,d_optim:31,d_step:31,d_t:31,d_w0:31,d_w1:31,d_w2:31,dai:87,daili:86,dalla:2,dan:85,danger:2,dangl:59,darwin:71,dash:31,dat:[21,66,84],data:[0,1,2,4,7,10,14,15,16,17,21,22,23,28,31,32,36,37,38,39,43,44,45,48,49,50,51,53,54,58,61,62,63,65,66,67,68,70,73,80,83],data_batch_gen:78,data_dir:[77,79,86,87],data_fil:52,data_i:31,data_initialz:82,data_lay:[2,22,40,52,78,79,82,85],data_read:[12,41],data_reader_creator_random_imag:41,data_shar:50,data_sourc:78,data_typ:[12,51,58],data_x:31,databas:[12,86],datacent:[21,29],datacenter1:21,datacenter2:21,datacenter_1:21,datacenter_2:21,datacenter_nam:21,datadim:8,dataprovid:[1,52,66,84,85],dataprovider_bow:82,dataprovider_emb:82,dataproviderconvert:4,datasci:8,dataset:[0,2,21,27,41,52,58,68,77,79,80,82,85,86],datatyp:51,date:85,db_lstm:85,dcgan:[31,78],dcmake_install_prefix:53,ddim:63,dead:19,deal:[76,78],debian:54,debug:[2,16,29,42],decai:[10,79],decar:12,decayr:22,decent:23,decid:[15,26,31,41,46],declar:[8,17,31,36,84],decod:[8,9,58,85,87],decoder_boot:58,decoder_group_nam:58,decoder_input:58,decoder_mem:58,decoder_prev:9,decoder_s:58,decoder_st:[9,58],deconv:[8,31],deconvolut:8,decor:[2,12,61],decreas:52,decrypt:71,deduc:45,deep:[8,26,31,32,45,52,54,56,65,78,79,80,82,85],deeper:[52,54,80],deer:79,def:[2,8,12,15,16,21,27,30,31,36,37,40,41,49,50,51,52,58,61,62,78,80,82,85],def_block:31,defalut:[8,68,70],default_block:31,default_devic:70,default_st:50,default_valu:70,defect:38,defer:26,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,19,26,30,31,36,39,40,41,43,45,48,49,50,52,58,61,63,66,68,77,78,79,85],define_py_data_sources2:[2,52,79,80,82],defini:87,definit:[2,17,19,23,39,42,49,50,52,54,62,77,82,86],definiton:30,degre:8,delai:[63,68],delar:82,delet:[27,28],deletestack:71,delimit:[7,83,84],deliv:76,delta:[8,16],delv:8,demand:19,demo:[8,12,45,66,72,73,77,78,79,80,81,82,83,84,85,86,87],demograph:83,demolish:72,demonstr:[52,58,63,78,84],denot:[62,70,82,83,85],dens:[2,8,12,24,25,61,71,82,84],dense_arrai:12,dense_vector:[2,4,12,52],dense_vector_sequ:12,dep:18,depend:[17,18,19,27,42,43,51,52,54,59,62,66,70,76,79,83],deploi:[8,66,70,76],deploy:[45,66,71,76],deprec:8,depth:17,dequeu:43,deriv:[5,15,33,37],desc:[17,40,49,50],desc_:17,descend:50,descent:[8,19],describ:[15,17,18,23,38,39,40,45,49,51,52,60,61,62,63,71,72,78,82,85],describestack:71,describestackev:71,describestackresourc:71,descript:[4,7,17,18,46,51,53,60,62,69,71,79,84],deseri:[14,38],deserializ:45,desgin:32,design:[2,8,12,22,34,62,76,86],desir:[19,71,72,77],destin:[24,29],destroi:17,destruct:48,destructor:61,det_output:7,detail:[2,4,6,7,8,9,10,16,23,27,29,31,36,40,42,44,48,50,53,58,59,60,61,62,63,65,66,69,70,71,72,76,77,78,80,82,84,86,87],detect:[54,60],detection_evalu:7,detection_output:7,determin:[2,8,12,17,45,61,78],dev:[45,53,54,59,60,76,79,87],dev_ctx:17,devel:53,develop:[18,38,46,47,53,63,67,68,87],deverlop:68,deviat:6,devic:[6,38,42,44,45,62,63,68,87],device_context:62,device_context_:62,devicecontext:[17,62],deviceid:70,devid:[8,68],dez:86,dhcp:76,diagnos:66,diagram:[36,80],diamond:31,dict:[2,7,12,14,40,44,82,84,86,87],dict_dim:86,dict_fil:[7,82,85],dict_siz:[12,22],dictionai:82,dictionari:[2,7,8,12,14,15,16,44,70,80,82,84,85,86,87],dictsiz:87,did:[2,38],diff:60,diff_mat:16,differ:[2,7,8,14,17,18,19,24,26,31,33,42,43,44,46,48,50,52,54,58,60,61,62,63,66,68,71,72,77,79,80,82,86,87],differenti:[30,62],difficult:[7,16,52,59],dig:[54,65,71],digit:[2,8],dilat:8,dilation_i:8,dim0:62,dim1:62,dim:[8,12,22,36,40,45,51,61,62,63,77,80,82,86],dim_:63,dimens:[5,8,11,12,31,45,50,61,62,63,70,77,82,84,86],dimension:[2,52,58,61,63,78,82],dimenst:77,dimes:8,dir:[66,80,82,84,85,86,87],dirctori:54,direct:[8,9,54,80,85],directli:[1,2,9,18,25,27,38,42,49,50,52,54,66,72,86],director:62,directori:[1,8,18,21,26,28,29,53,54,59,60,63,65,66,68,72,79,80,82,84,85,86,87],diretcoti:80,dis_conf:78,dis_train:78,dis_training_machin:78,disabl:2,discard:[12,19,23,60,68],discount:8,discov:[19,85],discoveri:71,discrep:65,discrim:31,discrimin:78,discriminator_train:78,discuss:[15,17,23,24,25,42],disk:[59,72],dispatch:[38,42,66,68],displai:[27,29],disput:87,dist:47,dist_train:[15,27],distanc:7,distibut:77,distinguish:[18,66,78,87],distribut:[8,17,23,24,25,26,43,44,45,51,53,64,72,73,74,76,78,82,85],distribute_test:[67,68],distributedli:[42,61],disucss:15,divid:[10,49,51,67,79,87],diy_beam_search_prob_so:[67,68],dmkl_root:53,dns:71,do_forward_backward:41,doc:[4,12,36,50,53,54,60,62,63,66],dockefil:59,docker:[47,55,60,71,73,74,76],docker_build:15,docker_push:15,dockerfil:[54,59,60],dockerhub:54,doctor:83,document:[2,4,9,16,28,32,36,45,53,59,60,62,63,70,79,82,84,85,86],documentari:[2,83],doe:[2,4,9,19,23,24,26,27,38,41,42,43,45,46,51,52,59,61,62,63,65,82,84,85],doesn:[6,8,12,15,17,41,44,59,60,65,72,87],dog:[79,80],doing:[22,26,32,42,65],domain:71,don:[9,15,18,30,32,41,52,59,62,71,86],done:[7,8,9,18,19,23,24,42,46,60,65,71,78,86],dopenblas_root:53,dot:[62,68,80,87],dot_period:[68,70,78,79,84,86,87],dotmuloper:8,dotmulproject:8,doubl:[2,8,32,42,53,62,68],down:[65,82],download:[12,18,19,22,26,28,54,76,78,79,82,85,86],download_cifar:79,downsampl:79,doxygen:[53,60],dozen:18,drama:83,drive:48,drop:[2,9],drop_rat:6,dropout:[6,9,61,82],dropout_r:8,drwxr:72,dst:24,dtoh:65,dtype:[4,40,52,80],dubai:87,due:[23,26,31,40,83],dummi:[14,23],duplic:[43,83],durat:[23,65],dure:[1,2,8,9,17,19,23,26,27,45,52,61,62,67,68,71,76,82,84,85,87],durn:2,dwith_c_api:35,dwith_doc:53,dwith_profil:65,dwith_python:35,dwith_swig_pi:35,dwith_test:62,dwith_tim:65,dynam:[1,2,24,35,41,53,65,68],dynamic_cast:61,dynamic_recurrent_op:50,e2e:76,each:[1,2,4,7,8,9,11,12,14,16,18,19,22,23,24,26,27,32,36,38,40,41,42,43,45,46,48,49,50,52,54,58,60,61,66,68,70,71,76,77,79,80,82,83,84,85,86,87],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,earli:62,eas:[12,41,62,80],easi:[16,41,45,54,61,66,82],easier:[15,41,43,50,59,61],easili:[15,31,41,46,48,52],echo:[54,84,86],edg:44,edit:[7,54,59,71],editor:[54,59],edu:[12,71,72,79],educ:83,eeoi3ezpr86c:71,effect:[2,68,71],effici:[1,2,8,42,58,59,61],effort:42,efg:8,efs:71,efs_dns_nam:71,efsvol:71,eigen:[45,62],eigen_test:63,eigen_use_gpu:62,eigenmatrix:63,eigenscalar:63,eigentensor:63,eigenvector:63,eight:85,either:[8,12,14,15,31,33,36,65,82,84],elb:71,elbapis:71,elec:82,electron:[72,82],elem_dim:8,element:[2,4,7,8,9,12,14,16,23,41,43,44,45,62,63,82,86,87],element_typ:24,elementari:45,elif:[15,49],elimin:85,els:[15,22,27,31,33,42,43,48,49,54,59,61,62,80,82],emac:[54,59],emailweixu:18,emb1:22,emb2:22,emb:[72,82],embed:[15,17,22,43,50,58,81,84,86],embedd:85,embedding_lay:[22,82],embedding_nam:[8,58],embedding_s:[8,58],emphas:65,empir:8,emplace_back:61,emploi:[49,58,83],empti:[7,12,19,52,62],emul:87,enabl:[2,6,8,17,18,23,43,59,65,66,68,71],enable_grad_shar:[67,68],enable_parallel_vector:68,enc_proj:[9,58],enc_seq:9,enc_vec:58,encapsul:[24,44],encod:[9,23,58,87],encoded_proj:[9,58],encoded_sequ:[9,58],encoded_vector:58,encoder_last:8,encoder_s:58,encount:22,encourag:42,encrypt:71,encrypt_decrypt:71,end2end:76,end:[2,7,8,14,17,38,41,48,52,58,59,60,68,77,85,86,87],end_pass:15,end_po:8,endforwardbackward:14,enditer:[14,15],endpass:[14,15],endpoint:[12,21,71],endtrain:15,engin:[27,65,83],english:[2,8,87],enjoi:54,enlarg:62,enough:[17,52,59],enqueu:43,ensembl:9,ensur:[2,19,48,59,61],enter:[17,54,83],enterpris:45,entir:[8,9,24,26,62,86],entiti:[7,17,48],entri:[12,23,27,59,61,71,83],entropi:[8,82,85],entry_point:27,enueu:43,enumer:[5,82],env:71,environ:[15,44,53,54,59,60,65,66,67,68,71,72,78,79,84],eol:60,eos_id:[8,58],epel:53,epoch:[31,83],epsilon:10,equal:[8,9,19,50,62,68],equat:[7,8,9,10,54,62],equilibrium:78,equip:[53,58],equival:[8,15,17,33,49,76],error:[6,7,8,9,10,15,16,23,29,48,52,61,62,66,68,71,79,80,82,83,84,86,87],error_clipping_threshold:6,especi:[2,9,59,85],essenc:15,essenti:[8,15,53,63,85,87],estat:52,estim:[8,15,43],eta:72,etc:[7,12,17,41,42,48,54,66,67,70,71,76,86,87],etcd:[12,14,19,23,24,26],etcd_addr:24,etcd_endpoint:12,eth0:[66,71],ethternet:66,eval:[7,17,31,44,45,51,82,84,86,87],eval_bleu:87,evalu:[1,8,13,14,26,42,44,65,66,82,86,87],evaluate_difficult:7,evaluate_pass:86,evalut:[52,87],even:[15,41,59,65,68,86],evenli:[24,71],event:72,event_handl:[14,15],eventu:50,everi:[1,2,7,8,9,12,15,19,23,24,26,32,43,48,49,58,60,61,62,63,68,82,85,86,87],everyth:[31,42,43,52,60],everywher:59,evid:38,exactli:[2,8,9,54,71,85],exampl:[1,2,7,8,9,10,12,14,17,27,29,30,31,32,36,38,39,40,41,43,45,50,52,53,54,58,59,60,61,62,63,65,66,67,68,70,71,72,79,80,81,82,86,87],exceed:8,except:[2,8,12,26,32,50,70,77,86],exchang:38,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[54,68],execut:[18,19,23,27,31,44,46,59,61,65,71,83,85,86],executioncontext:[62,63],executor:[31,37,39],exist:[15,17,19,29,40,41,44,49,50,59,61,63,68,71,83,86],exit:[24,29,68,72],expand:[61,85,86,87],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,65,86],expens:87,experi:70,expert:18,expir:19,explain:[2,7,19,30,32,66,78,86],explan:[8,16,27,42,48,53,82,87],explanatori:[52,54],explicit:[50,61],explicitli:[2,15,44,62,63],exploit:79,explor:8,exponenti:5,expos:[25,50,54,71],express:[15,43,62,71,86],ext:8,extend:[7,43,50],extens:[26,43,62,83,84,87],extent:35,extern:[2,18,34,35,45],external_librari:18,extra:[6,8,9,42,52,76],extra_lay:14,extraattr:[6,70],extraattribut:8,extraattributenon:8,extract:[7,8,38,42,62,71,79,85,86],extract_fea_c:80,extract_fea_pi:80,extract_para:77,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,65],extremli:1,f120da72:72,f7e3:71,fa0wx:72,fabric:66,face:18,facotr:8,fact:[39,40,46,80],factor:[6,8,10],factori:34,fail:[2,19,23,44,62,68,70,72,79],failur:[19,24,62],fake:[31,78],fake_imag:41,faked_imag:31,falloc:28,fals:[2,6,7,8,9,10,12,16,17,33,36,39,41,52,58,61,62,68,70,72,77,82,84,85,86,87],false_block:[17,33,39],false_label:41,false_read:41,famili:87,familiar:[2,52],fanscin:2,fantasi:83,fantast:82,far:50,farmer:83,fascinatingli:1,fast:[8,23,46,65],faster:[8,9,19,58,65,86],fault:[14,23,45],favorit:59,favourit:54,fbd1f2bb71f4:72,fc1:[44,51,61,70],fc2:[44,51,70],fc3:70,fc4:70,fc8a365:71,fc8a:71,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[40,49,52,61,70,82,84],fc_layer_nam:9,fc_mat:14,fc_op:49,fc_out:17,fc_output:49,fc_param_attr:9,fc_without_b:17,fclayer:61,fcop:30,fdata:85,fea:80,fea_output:80,feat:86,featur:[2,5,8,12,60,68,79,82,86,87],feature_map:84,feed:[9,14,15,32,36,40,42,44,52,86],feed_dict:[31,44],feeder:12,feedforward:79,femal:83,fernan:86,festiv:2,fetch:[12,19,22,42,58,60,61],few:[2,18,19,41,54,59],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,17,46,49,65,71],fifth:32,figur:[15,18,31,36,43,58,61,65,77,78,79,80,85,86,87],file1:87,file2:87,file:[1,2,4,7,8,12,14,15,18,19,21,23,24,26,27,28,29,35,41,42,45,51,52,53,54,58,59,60,61,62,63,66,68,76,77,79,80,85,86,87],file_list:2,file_nam:[2,52,80,82,85],filenam:[2,21,40,84],fileoffset:28,filer:8,filesystem:[26,27,28,42,54,71],fill:[8,19,23,40,71,82],fill_zero_grad:45,film:83,filter:[8,9,80],filter_s:[8,9],filter_size_i:8,finali:66,find:[8,10,17,19,26,48,54,65,79,86,87],find_var:16,findop:17,findvar:[17,48],fine:[6,23,30,84],fingerprint:71,finish:[2,19,23,26,27,49,54,66,71,72,79],finit:61,first:[2,8,14,15,17,19,23,26,27,29,31,32,36,39,40,42,45,49,50,52,54,58,59,60,61,62,63,65,68,70,71,76,77,78,79,80,82,84,85,86,87],first_seq:58,firstli:[7,8],firstn:12,firstseen:72,fit:[1,12,45,60],five:[39,65,82],fix:[2,6,34,42,60,87],flag:[12,62,68,78,79,85],flatten:[39,40,63],flatten_s:51,flexiabl:41,flexibl:[1,8,9,15,24,32,36,42,50,58],flight:87,float32:[4,12,30,31,40,41,52,62,78,80],floor:8,flow:[17,36,47,60],fly:[52,82],fnt03:71,focu:[2,65],focus:62,folder:[18,21,27,29,53,71,79,86,87],follow:[1,2,7,8,9,10,12,14,15,16,17,18,19,23,27,30,31,32,33,36,39,41,43,45,48,49,50,53,54,58,59,60,61,62,63,65,66,70,71,72,73,74,76,77,78,79,80,82,83,84,85,86,87],fool:78,forbid:15,force_load:34,forecast:86,forest:17,forget:[10,15,86],fork:8,form:[1,2,8,9,10,65,85],format:[1,2,7,12,14,16,23,50,52,60,61,62,63,68,71,77,79,83,84,86],former:[15,18,87],formula:[8,9,16],formular:8,forth:31,forward:[5,8,9,16,17,22,24,31,37,38,39,45,46,58,61,70,78,85,86],forward_op:16,forwardactiv:61,forwardbackward:14,forwardtest:4,found:[2,4,8,39,48,53,58,78,79,82,86],four:[2,7,32,77,80,82,84,85,86],fp16:[45,51],fp32:[45,51],fp64:51,fpga:44,frame:[7,45,50],framework:[15,17,39,45,48,49,51,61,62,80,82,86],free:[12,76,87],french:87,frequenc:[12,65,77,82,86],frequent:[23,41,45,66,87],fresh:[26,44],friend:48,friendli:31,frog:79,from:[2,4,7,8,9,12,14,16,17,18,19,21,22,23,24,29,30,31,32,33,36,37,38,39,40,41,42,43,44,45,48,50,52,54,58,60,61,62,63,64,65,66,68,70,71,72,76,77,78,79,80,82,83,84,85,86,87],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[41,52,80],fulfil:65,full:[8,19,26,36,54,58,61,76],full_matrix_project:[9,58],fullfil:51,fulli:[42,43,52,60,61,65,76,78,79,80,82,84,86],fullmatrixproject:8,fullsiz:22,fully_matrix_project:9,fullyconnect:77,fullyconnectedlay:61,func:[12,23,46],funciton:9,functor:30,fundament:[43,45,52],further:[8,49,76],furthermor:44,futur:[8,26,42,45],fvs:49,fwd_op:46,g_b0:31,g_b1:31,g_b2:31,g_block:31,g_h0:31,g_h0_bn:31,g_h0_relu:31,g_h1:31,g_h1_bn:31,g_h1_relu:31,g_h2:31,g_im:31,g_loss:31,g_optim:31,g_step:31,g_w0:31,g_w1:31,g_w2:31,gain:8,game:78,gamma:80,gan:15,gan_train:78,gangliao:18,gap:68,gate:[8,9,86],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,38,61,62],gauss:6,gaussian:78,gaussian_normal_random:31,gcc:[34,45,53,54,59],gcreators_:49,gen:[8,87],gen_conf:[78,87],gen_data:87,gen_result:87,gen_train:78,gen_training_machin:78,gender:[12,83,84],gener:[1,2,4,7,8,9,12,14,15,16,17,18,19,21,23,24,26,30,37,39,41,42,43,45,46,49,50,52,53,54,60,62,65,66,68,70,71,77,80,81,82,84,86],generated_word_embed:8,generatedinput:[8,58],generator_conf:78,generator_machin:78,generator_train:78,genert:2,genr:[83,84],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,19,23,24,26,27,28,31,36,44,45,46,48,49,50,51,52,53,58,61,62,65,66,71,75,79,80,82,84,85,86],get_all_op_proto:49,get_batch_s:85,get_best_pass:86,get_block:40,get_cloud_job:44,get_config_arg:[70,82,86],get_data:[72,82,85],get_default_block:51,get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:86,get_input_lay:61,get_mnist_data:78,get_model:80,get_movie_title_dict:12,get_nois:78,get_numeric_gradi:16,get_numerical_gradi:16,get_output:16,get_shap:14,get_tensor:16,get_training_loss:78,get_vari:17,get_word_dict:12,getbatchs:61,geteigendevic:63,getenv:[15,27],getinput:61,getinputgrad:61,getinputvalu:61,getlayeroutput:14,getmat:22,getoptconfig:22,getoutputgrad:61,getoutputvalu:61,getparam:22,getparameterconfig:22,getparameterptr:61,getparameterspars:22,getparametersremot:22,getplac:[62,63],getsiz:61,getslotvalu:78,gettask:23,gettempl:71,gettranspos:61,getw:61,getweight:61,getwgrad:61,gfortran:53,gildea:85,gist:9,git:[47,53,54,59,60],github:[9,18,31,53,54,59,80],give:[2,19,36,45,52,54,59,61,65,71,82],given:[2,8,12,14,24,26,30,31,41,43,44,50,61,68,78,82,85,86,87],glide:18,global:[2,6,15,17,18,19,38,40,44,45,48,49,59,65,68,71,86],global_block:40,global_learning_r:6,globalstat:65,globalstatinfo:65,globe:2,glolal_block:40,go1:53,go_librari:18,go_test:18,goal:[32,45,65,85],gob:23,godep:18,godoc:34,goe:[8,9,19,33,48,52],going:[30,76,82,86],golang:[18,53],good:[8,31,41,65,76,86,87],goodfellow13:8,googl:[15,45],googleapi:[53,71],gopath:53,goroot:53,got:48,gpg2:71,gpg:71,gprotos_:49,gpu:[1,2,6,8,11,16,27,38,42,44,45,47,53,59,60,62,63,64,66,76,78,79,80,84,85,86,87],gpu_id:[68,70,78],gpu_per_train:[42,44],gpugpu_id:67,gpukernel:45,gpuplac:62,grab:[19,86],grad:[16,24,68,83],grad_op_class:45,grad_op_maker_:46,grad_op_typ:[45,46],grad_op_type_:46,grad_share_block_num:[67,68],grad_var_nam:16,gradient:[6,7,8,10,14,19,23,32,37,38,45,62,68,82,86],gradient_check:62,gradient_clipping_threshold:[6,82,86],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,35],gradientcheck:62,gradientmachin:[4,14,35,38,78,84,87],gradientmachine_:22,gradopdescmak:46,gradopdescmakerbas:46,gradopmak:46,gradual:[52,65],grai:79,grain:30,gram:[77,86],grandient:14,grant:71,graph:[8,14,17,18,19,31,36,39,42,44,51,63,77],graphviz:80,grave:86,grayscal:2,great:[43,76],greater:8,greaterthan:49,green:31,grep:[54,86],groudtruth:58,ground:[7,8,82,87],group:[9,23,76,86],group_input1:58,group_input2:58,group_input:58,grouplen:[12,83],grpc:76,gru:[8,58,82,87],gru_bias_attr:9,gru_decod:58,gru_decoder_with_attent:58,gru_encoder_decod:[77,87],gru_layer_attr:9,gru_memori:9,gru_siz:82,gru_step:58,gru_step_lay:9,grumemori:[9,58],gserver:[8,61],gsizex:65,guarante:[40,61],guard:22,guess:[52,86],guest:59,gui:65,guid:[28,45,55,58,60,61,65,71,72,77,79,86,87],guidenc:52,gzip:[23,72],h0_bn:31,h_prev:17,hack:[55,66],had:59,hadoop:15,half:71,hand:[45,63,83,84,86],handi:18,handl:[12,15,27,38,41,42,44,48,50,66,84,86],handler:[14,17],handwrit:[2,86],happen:[23,49],hard:[42,43,50,59,71,82],hardwar:[54,59,65],has:[2,4,7,8,9,10,12,15,16,17,18,19,23,24,26,31,39,42,43,44,45,49,54,58,59,61,62,65,71,72,76,77,79,82,83,84,85,86,87],has_kei:14,have:[1,2,4,8,9,12,15,16,17,18,19,23,24,26,27,30,31,32,36,38,39,40,41,42,43,44,45,46,48,52,53,54,58,59,60,61,62,65,66,68,70,71,76,77,79,82,83,84,86,87],haven:59,hdf:[1,21],head:[60,62,77,86],header:[24,35,45,52,61,77,80],health:83,heard:59,heavi:66,height:[8,12,17,34,41,61,62,79],held:19,hello:15,help:[2,4,17,29,45,50,51,59,60,66],helper:[8,42,46,50,61],henc:[40,48],here:[2,4,6,7,8,9,12,15,18,19,25,29,32,41,49,52,53,58,62,66,67,70,71,72,76,77,79,80,81,82,83,84,85,86,87],heterogen:[42,43],heurist:[8,43,68,87],hidden:[8,9,37,42,58,71,82,86],hidden_out:17,hidden_s:9,hierarch:[8,39,40,45,58],hierarchi:45,high:[6,61,76,78],higher:[1,30,50],highest:[12,17,87],highli:[1,2,12,50,58,70,84,86],him:15,hint:[43,52],his:44,histor:[30,86],hl_get_sync_flag:61,hold:[15,19,23,25,31,42,44,48,49,63,71],holder_:63,home:[21,29,42,44,53,66,71,72],homemak:83,honor:23,hook:[2,6,85],hookattr:6,hookattribut:6,horizont:[8,80],horror:83,hors:79,horst:86,host:[18,27,53,54,66,71,72],hostnam:[66,71],hostpath:72,hostport:71,hot:84,hour:[59,87],hous:[2,12,52,77],how:[1,2,6,8,15,17,19,23,29,30,38,49,52,58,59,66,68,71,72,75,79,80,82,84],howev:[2,8,9,16,26,38,40,41,42,46,49,52,58,67,68,71,86,87],hpp:34,html:[12,54,79],htod:65,http:[8,9,12,18,27,31,53,54,59,60,71,72,76,78,79,80,87],huber:8,huge:[8,60],huina:86,human:[8,87],hyper:[8,31,61],hyperplan:12,i0601:84,i0706:87,i0719:87,i1117:65,iamfullaccess:71,iamusersshkei:71,ib0:66,ics:12,icwsm:86,id_input:7,idea:[8,18,41],ident:[52,54,62,71,83],identifi:[33,61],identityoffsetproject:8,identityproject:8,ids:[7,8,61,82,84],idx:[23,31,61],ieee:86,ies:29,ifels:[17,39],ifelseop:39,ight:8,ignor:[2,8,68,77],ijcnlp:86,illustr:[2,7,19,24,30,36,42,44,58,61,65,82],ilsvrc:80,im_siz:31,imag:[2,11,12,15,31,32,37,39,41,44,51,52,55,59,60,70,71,73,74,76,78,80,81,87],image_a:41,image_b:41,image_classif:79,image_fil:41,image_lay:41,image_list_provid:80,image_nam:15,image_path:41,image_provid:79,image_reader_cr:41,image_s:80,imagenet:[8,21,81],imagepullpolici:71,imageri:8,images_reader_cr:41,imagin:32,imdb:83,imdber:86,img:[2,8,9,42,79],img_conv_lay:9,img_featur:2,img_pool_lay:9,img_siz:79,imgsiz:65,imgsizei:65,imgsizex:65,immedi:71,immutable_paramet:15,imperfect:45,implement:[2,8,9,10,12,17,23,24,25,26,27,30,33,34,35,38,42,43,48,49,50,58,82,85],implemet:22,impli:18,implicit:44,imposs:76,improv:[8,43,45,65,71,86,87],inarg:22,inbound:71,includ:[1,2,7,8,9,12,15,17,18,24,27,31,34,35,36,39,40,42,45,49,53,54,58,59,60,61,62,65,68,71,72,77,82,83,85,87],inconsist:83,incorpor:8,incorrect:8,increas:[19,23,68,87],increment:[32,68],incupd:61,inde:[12,41,54],independ:[8,16,24,44,48,76,82],index:[2,7,8,11,12,14,16,17,19,23,39,40,50,66,71,84],indexslot:[8,85],indic:[2,7,8,17,24,31,36,39,46,50,52,66,71,85],indice_map:50,indices_map:50,individu:[19,52,71],industri:[19,76],ineffici:38,infer:[0,15,17,19,33,34,40,44,45,53],infer_shap:40,inferior:26,infershap:[17,40,45,51,62,63],infershapecontext:[62,63],infiniband:66,info:[7,8,12,36,61,66,76],inform:[4,8,12,14,17,27,29,36,40,42,48,61,62,63,65,68,71,83,84,85,86,87],infrastructur:[71,78],ingor:68,inherit:[17,37,45,62],ininst:15,init:[6,14,17,31,36,42,51,61,70,71,78,82,85],init_attr:40,init_from_tar:14,init_hook:[82,85],init_model_path:[67,68,70,77,82,85],initi:[2,4,6,8,9,12,14,18,23,32,36,40,42,43,49,50,51,58,61,62,68,77,78,82,85],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:40,initpaddl:[4,78],initrd:76,inlcud:9,inlin:[63,71],inner:61,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:63,input1:[8,9,63],input2:8,input:[2,4,5,7,8,9,11,12,14,16,17,22,26,30,31,32,36,38,40,41,42,43,44,45,46,48,49,50,51,52,58,61,62,63,70,77,78,79,80,82,84,85,86,87],input_conf:8,input_data:61,input_data_target:61,input_featur:5,input_fil:[52,85],input_hassub_sequence_data:61,input_id:8,input_imag:[9,79],input_index:61,input_label:61,input_lay:61,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:50,input_seq:8,input_sequence_data:61,input_sequence_label:61,input_sparse_float_value_data:61,input_sparse_non_value_data:61,input_t:61,input_to_check:16,input_typ:[52,82],input_valu:16,input_var:16,inputbuff:22,inputdef:61,inputgradi:46,inputlayers_:61,inputs_to_check:16,inputtyp:[2,12],insert:[45,60],insid:[7,8,19,38,41,43,45,46,54,71],inspect:60,inspir:77,instal:[8,27,47,54,56,59,60,66,72,79,80,84,85,86],instanc:[8,16,17,19,21,25,33,36,40,42,45,46,58,61,63,65,68,85],instance_ip:71,instanti:19,instead:[8,9,11,18,22,27,32,41,42,54,59,66,82,87],instruct:[17,32,54,59,65,82],int16:51,int32:[39,50,51,68],int64:[28,51],integ:[2,7,8,12,23,27,34,61,82,86],integer_valu:[2,12,82],integer_value_sequ:[2,12,58,82,85],integr:[7,53,76,85],inter:[8,42,66],interact:[54,71],intercept:8,interchang:[32,45],interest:[65,86],interfac:[0,4,6,8,9,14,17,23,27,29,38,45,46,62,63,66,71,76,79,84,86],interg:82,intergr:8,intermedi:[29,31,37,42,59,85],intern:[8,9,14,71],internet:[18,19,76,86],interpret:[2,7,53,65],interv:[8,86],inth:63,intrins:53,introduc:[2,8,17,19,31,48,49,62,72,84,86],introduct:[3,78],introductori:59,intuit:[26,45],invalid:[41,48],invari:79,invoc:[18,30,45],invok:[2,8,14,38,42,43,45,46,49,59,65,71],involv:[62,78],iob:7,ioe:7,ips:71,ipt:[8,49,58],ipx:76,ipython:15,is_discriminator_train:78,is_gener:[77,78,87],is_generator_train:78,is_kei:84,is_loc:14,is_predict:[82,86],is_seq:[8,58],is_sequ:84,is_stat:6,is_tensor:49,is_test:[80,85,86],is_train:2,isn:65,isol:54,isspars:61,issu:[18,31,44,53,54,59,65],item:[8,12,14,26,41,76],iter:[8,9,10,12,14,15,19,41,42,50,79,85,86],its:[2,8,9,14,15,16,17,19,23,31,32,36,38,40,45,46,48,49,60,61,62,63,65,68,71,77,78,79,82,86,87],itself:[19,26,48,51],ivs:49,java:[17,34,39,45],jeremi:65,jie:[85,86],jmlr:8,job:[4,12,26,42,44,45,67,68,70,80,82,84,85,86,87],job_dispatch_packag:66,job_id:12,job_mod:77,job_nam:[27,71],job_namespac:71,job_path:71,job_workspac:66,jobpath:71,jobport0:71,jobport1:71,jobport2:71,jobport3:71,jobserv:27,johan:86,join:19,joint:[77,87],jointli:[9,87],journal:[85,86],journei:54,jpeg:79,jpg:80,json:[66,71,72,84],jth:9,judg:87,jupyt:[27,54],just:[2,5,7,8,9,12,18,23,24,31,36,38,42,45,46,48,52,59,60,66,70,71,77,79,84,85,86],jx4xr:71,jypyt:15,k8s:76,k8s_data:71,k8s_job:15,k8s_token:15,k8s_train:71,k8s_user:15,kafka:21,kaim:8,kaimingh:80,kebilinearinterpbw:65,kebilinearinterpfw:65,keep:[2,8,12,19,32,48,49,76],keep_top_k:8,kei:[2,12,14,16,17,19,21,23,28,45,46,49,50,59,60,62,65,66,84,86],kept:[8,40],kernel:[8,16,62,63,65,82],key1:68,key2:68,key_pair_nam:71,keyid:71,keymetadata:71,keypair:71,keyserv:71,keystat:71,keyusag:71,keyword:2,kill:[19,71],kind:[1,2,15,16,19,25,32,37,42,52,71,72,78,82,84],kingsburi:85,kms:71,know:[2,15,23,52,60,61,65,71,84],knowledg:86,known:[17,30,36,78,86,87],kriz:[12,79],ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:71,kubectl:72,kuberent:[19,71],kubernet:[15,19,45,64,66,73,74,76],kubernetes_service_host:15,kwarg:[2,9,10,12,49,82,85],l1_rate:6,l2_rate:6,l2regular:[79,82,86],l93:22,label:[2,4,7,8,10,12,14,31,32,37,39,41,42,43,44,52,72,78,79,80,81,82,86],label_dict:85,label_dim:[8,82],label_fil:[41,85],label_lay:41,label_list:85,label_path:41,label_slot:85,labeledbow:86,labl:86,lag:68,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,32,45,48,70,77,85,86,87],larg:[11,12,42,43,60,85,86,87],larger:[2,6,7,8,66],larger_than:[17,33,39],last:[7,8,9,36,39,51,52,58,66,68,82,86,87],last_time_step_output:8,lastseen:72,late:86,latenc:[8,42,66,71],later:[18,45,53,62,63,71,82],latest:[8,17,18,19,26,54,60,72,86],latter:[50,87],launch:[68,71,86],launcher:15,lawyer:83,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,17,22,31,32,33,37,39,41,42,43,45,49,50,51,52,58,64,67,68,77,78,79,80,82,84,85,86],layer_0:61,layer_attr:[8,58,70],layer_num:[70,80],layer_s:8,layer_typ:8,layerbas:61,layerconfig:61,layergradutil:61,layermap:61,layeroutout:8,layeroutput:9,lbl:[7,79],ld_library_path:[53,66],lead:65,leaki:31,learing_r:37,learn:[6,7,8,9,10,12,15,24,26,31,32,41,42,43,44,45,52,54,56,58,59,61,62,65,79,80,82,85,86,87],learnabl:14,learning_method:[52,77,79,82,86,87],learning_r:[6,24,42,52,77,79,82,86,87],leas:19,least:[7,8,19,53,83],leav:[2,17,71],lecun:12,left:[8,17,52,63,80],legal:49,leman:87,len:[2,8,24,28,40,61,82,84,85],length:[8,9,12,24,36,45,50,58,68,72,86,87],leq:8,less:[8,15,66,76,87],less_than:15,let02:72,let:[4,7,8,15,17,26,30,32,36,37,46,52,62,71,84],level:[6,8,30,36,50,66,68,78,84,86,87],lgtest:18,lgtest_main:18,lib64:[53,66,68],lib:35,libapi:18,libari:35,libcudnn:53,libjpeg:79,libpaddl:[34,35,45],libpaddle_capi:35,libpaddle_gserv:35,libpaddle_math:35,libpython:53,librari:[8,18,25,35,42,53,54,62,66,68,84],licens:85,life:19,lifecycl:76,lifetim:48,lightweight:30,like:[2,7,8,12,17,18,19,22,27,30,31,32,40,41,42,45,48,50,52,53,58,59,65,66,67,70,71,76,77,80,82,84,86,87],limit:[8,12,45,65,68],line:[1,2,4,7,12,18,22,27,29,32,39,45,52,59,60,64,65,66,70,71,77,79,80,84,85,86,87],linear:8,linearactiv:52,linguist:85,link:[8,9,18,28,29,45,48,53,62,71,76,82,86],linux:[28,53,54,59,71,87],linux_x86_64:47,lipeng:77,lipton:86,list:[1,2,7,8,9,12,14,15,17,18,23,27,29,31,37,38,40,44,46,48,50,52,54,58,59,61,62,66,68,70,71,79,80,82,84,85,86,87],listen:[19,68],literatur:86,littl:[1,2,24,68,82,86],lium:87,live:[54,62],liwicki:86,load:[1,2,4,8,15,19,31,40,42,52,62,68,71,80,85,86,87],load_featur:80,load_feature_c:80,load_feature_pi:80,load_missing_parameter_strategi:[67,68,70,77,85],load_mnist:31,load_uniform_data:78,loadparamet:4,loadsave_parameters_in_pserv:[22,67,68],loc:7,local:[6,14,16,17,19,25,26,32,36,39,45,53,54,59,66,67,68,72,79,86],local_scop:16,localhost:54,localpath:29,locat:[8,14,18,50,58,61,82,85],lock:[18,19,23,24,43],lod:[36,50],lod_level:[40,51],lod_tensor:[36,51],lodtensor:[45,51],lodtesnordesc:51,log:[2,23,29,31,42,61,66,68,71,72,79,84,85,86,87],log_barrier_abstract:68,log_barrier_lowest_nod:[67,68],log_barrier_show_log:[67,68],log_clip:[67,68],log_error_clip:[67,68],log_period:[68,70,72,78,79,82,84,85,86,87],log_period_serv:[67,68],logarithm:5,logger:2,logic:[2,26,31,37,38,42,43,48,50,62,66],login:54,logit:31,longer:[19,42,87],look:[2,7,17,27,32,42,52,66,67,71,72,78,82],lookahead:8,lookup:82,loop:[16,17,41,48],loop_var:50,loss:[8,31,37,61,78,82,86,87],lost:37,lot:[42,67,76],low:[8,37,50],low_rnn:36,lower:[8,36,66],lower_level_rnn:36,lowest:68,lpaddle_capi_shar:35,lpaddle_capi_whol:35,lrelu:31,lstm:[8,58,72,82],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:82,lstm_step:9,lstmemori:[9,58],lstmemory_group:8,ltr:8,lucki:52,mac:[35,53,54,59],machin:[8,9,12,14,31,42,43,52,59,61,67,68,70,71,72,76,82,84,86,87],machine_transl:58,maco:59,macro:[30,46,62],made:[2,19,24,52,58,83],mai:[2,8,9,16,17,41,42,43,44,45,48,54,63,65,71,83],main:[2,4,39,45,60,71,79,85,86],mainli:[25,62,68],maintain:[8,17,23,40,45,71],majel:18,major:[42,54,78,80,86,87],make:[2,7,8,15,17,18,19,23,24,26,32,36,38,41,42,45,50,53,54,59,60,61,62,65,66,71,76,79,82,84,86],make_ddim:63,make_function_oper:30,make_vari:49,maker:[45,46],male:83,malloc:61,man:28,manag:[14,19,24,25,29,42,48,51,60,66],manageri:83,mandarin:8,mani:[8,9,18,23,31,38,45,46,48,49,50,52,54,59,68,82,83,84,86],manipul:[40,46],mannal:66,manner:8,manual:[37,42,46,54,76],manufactur:87,manylinux1_x86_64:47,mao:86,map:[2,7,8,12,14,15,17,23,40,46,48,49,50,59,68,76,79,80,84],map_fn:50,map_read:12,mapper:12,mapreduc:15,marcu:86,mark:[2,31,32,36,43,48,51,58,76,85],mark_slot:85,market:[52,83,86],martha:85,mask:[6,8],master:[15,26,45,47,60,68,86],mastermind:18,mat:[34,35],mat_cache_row:22,mat_norm:22,mat_normal_shar:22,mat_param_attr:9,mat_sparse_row:22,mat_sparse_row_auto_grow:22,mat_sparse_row_id:22,mat_sparse_row_prefetch:22,mat_sparse_row_prefetch_full_s:22,mat_value_shar:22,match:[8,18,65],matchbox:76,math:[9,34,45,61,62,65],matirx:8,matmul:[17,36,50,62],matplotlib:79,matric:[4,58,61],matrix:[7,8,9,12,14,22,34,35,61,62,67,70,80,85],matrixptr:61,matrixtyp:35,matter:2,mattyp:22,max:[2,6,8,12,16,40,65,68,70,79,82,84],max_diff:16,max_id:[8,14,82],max_job_id:12,max_length:[8,58],max_movie_id:12,max_relative_error:[16,62],max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,82],maxid_evalu:7,maxid_lay:82,maxim:[8,87],maximum:[7,8,12,17,24,58,62,65,68,82,85,86],maxinum:11,maxpool:8,mayb:[8,17,79],md5:[12,20],mean:[2,6,7,8,9,10,11,12,14,18,36,41,42,48,52,58,59,62,65,66,68,70,71,76,77,78,79,80,82,84,85,86,87],mean_img_s:79,mean_meta:80,mean_meta_224:80,mean_valu:80,mean_var_nam:8,meant:50,measur:[52,65],mechan:[8,9,25,46,58,71,86],media:86,meet:85,mem:[8,17,27],mem_per_p:44,mem_per_train:44,member:[12,15,32,38,40,48,62],memcpi:[38,65],memor:86,memori:[1,2,9,17,22,23,27,45,58,59,61,63,65,68,70,72,82,85,86,87],memory_boot:9,memory_nam:8,memory_test:59,memory_threshold_on_load_data:68,mention:[18,23,43,59],mere:9,merg:[8,24,26,36,38,60,68,77,87],mergedict:[77,87],messag:[17,32,39,40,45,46,51,52,60,68,72,84,86,87],meta:[66,79,80,82],meta_config:[66,84],meta_gener:[66,84],meta_path:79,metaclass:62,metadata:[28,71,72],metal:76,metaphor:32,metaplotlib:15,method:[2,8,10,14,16,17,26,31,32,37,43,45,48,50,51,54,61,62,63,65,68,70,82,86,87],might:[8,17,18,39,43,46,54,59,61,71],mileag:65,million:[12,70,83],min:[6,8,40,65,70,71,84],min_block:17,min_count:43,min_desc:17,min_pool_s:2,min_word_freq:12,mind:66,mini:[2,8,12,14,17,19,33,36],mini_batch:41,minibatch:[8,17,32,33,39],minim:[2,10,17,31,37,43,45,52,68],minimum:8,minimun:68,minst:2,minu:46,minus_grad:46,minusgradop:46,minusop:46,minusopgradmak:46,minusopprotoandcheckermak:46,minut:[19,26,59,71,87],mirror:[18,54],mislead:24,miss:[31,68,77,85],mit:71,mix:[9,50,58,85],mixed_lay:[9,85],mixed_layer_attr:9,mixedlayertyp:8,mkdir:[29,53,54,71],mkl:[45,53],mkl_path:53,mkl_root:53,ml_data:[66,84],mnist:[2,4,21,31,32,39,41,42,44,45],mnist_provid:2,mnist_random_image_batch_read:41,mnist_train:[2,41],mnist_train_batch_read:41,mobil:45,mod:85,modal:85,mode:[8,14,60,68,78,79,80,84,86,87],model:[0,1,4,8,9,12,14,17,19,20,32,37,42,43,44,45,46,50,60,61,64,68,71,84,85,86],model_config:[4,78],model_list:[68,70,85,86],model_output:86,model_path:70,model_zoo:[77,80],modifi:[4,8,42,58,60,61,62,66,71],modul:[1,2,4,9,12,14,30,31,50,52,53,62,79,80,82,85],modulo:8,momentum:[6,48,52,82],momentumoptim:[52,79],mon:72,monitor:[82,86],mono:8,month:[18,82,87],mood:86,more:[1,2,4,7,8,9,12,15,16,18,19,23,26,27,29,30,32,36,37,40,41,42,43,45,46,50,52,54,58,59,60,61,62,63,65,66,70,72,76,79,82,85,86,87],morin:8,mose:[86,87],moses_bleu:87,mosesdecod:86,most:[2,4,8,12,15,18,26,32,41,42,51,52,58,61,65,67,76,84,85,86,87],mostli:[76,79,83],motiv:45,mount:[27,54,71,72],mountpath:[71,72],move:[8,19,23,29,65,71,76,84,86],movement:[65,86],movi:[2,12,86],movie_categori:12,movie_id:84,movie_info:12,movie_review:12,movieid:83,movieinfo:12,movielen:81,moving_average_fract:8,mpi:66,mse:[32,37,39],much:[8,19,37,41,50,65],mul:[30,44,61,62],mul_grad:62,mul_op:62,mulgradkernel:62,mulit:66,mulkernel:62,mulop:[30,62],mulopgrad:62,mulopmak:62,multi:[8,38,61,67,68,76,80,87],multi_binary_label_cross_entropi:8,multi_crop:80,multigradientmachin:38,multinomi:8,multipl:[7,8,9,12,14,15,16,23,24,26,30,42,43,44,45,51,54,58,61,62,68,70,71,78,82,84,86],multipli:[7,8,61,79],multiprocess:12,multithread:2,music:83,must:[2,5,7,8,9,12,24,40,41,45,49,53,54,58,60,61,62,63,66,68,70,71,87],mutabl:63,mutable_data:[62,63],mutuable_data:63,mxnet:17,my_cluster_nam:71,my_external_dns_nam:71,mypaddl:72,mysteri:83,name:[2,6,7,8,9,11,14,15,16,17,19,21,22,24,27,30,35,39,40,44,45,47,49,50,51,52,54,58,59,60,61,62,65,66,68,70,72,73,74,76,77,78,79,80,82,84,86,87],name_prefix:21,namespac:[17,33,34,54,61,62,72],nativ:8,natur:[23,26,43,50,70,85,86],nchw:8,ndarrai:[14,21],ndcg:8,ndcg_num:8,nearest:82,nearli:16,necess:50,necessari:[2,8,17,24,26,38,40,49,50,53,61,66,82,86],necessarili:61,need:[2,7,8,9,12,15,16,18,22,23,24,26,27,29,30,31,37,38,40,42,43,44,45,46,48,49,50,52,53,54,58,60,61,62,63,66,67,68,70,71,72,76,78,79,80,82,84,85,86,87],neg:[2,7,8,82,85,86],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,negat:85,neighbor:82,ner:7,nerual:42,nest:[2,8,12,17,39],net:[8,9,17,31,36,48],net_conf:86,net_diagram:80,netop:[17,45],network:[1,2,4,6,7,8,10,12,13,14,15,16,17,19,22,31,36,37,41,42,43,48,49,51,52,54,61,62,63,65,66,68,76,77,86,87],network_config:70,networkadministr:71,neural:[2,4,8,9,10,12,14,15,17,19,42,48,51,52,63,65,68,77,78,80,86,87],neuralnetwork:38,neuron:[4,61,82,86],never:[12,41,48,71,72],new_block_idx:40,new_stat:36,newblock:40,newest:24,newli:76,newop:17,newopdesc:40,newprogram:40,newremot:42,newtork:86,newvar:[17,48,50],newvardesc:40,next:[8,12,19,25,50,58,60,61,62,65,68,71,72,85,86,87],nfs4:71,nfs:71,nfsver:71,nginx:54,ngram:12,nic:[66,67,68],nil:23,nine:[12,85],nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nmt:87,nnz:61,no_cach:2,no_grad_set:[16,62],no_sequ:[2,8,84],noah:86,noavx:54,node:[8,18,26,42,43,44,45,51,59,61,66,68,71,72,76,86,87],node_0:71,node_1:71,node_2:71,nodefil:66,noir:83,nois:[8,19,31,78],noise_dim:78,noisi:31,non:[8,19,61,62,68,71],none:[1,2,4,6,7,8,9,10,11,14,15,16,17,31,33,36,37,39,40,44,49,50,51,52,58,80,82],nonlinear:61,nor:59,norm:[9,31,78],norm_by_tim:8,normal:[2,4,8,9,12,58,61,66,68,72,77,78,80],normzal:80,north:79,notat:8,note:[2,4,6,8,9,11,14,15,17,22,23,27,41,45,53,54,62,63,65,68,70,71,77,79,84,86],notebook:[27,54],noth:[5,14,48,59,60,68],notic:[58,61],notingradi:62,notion:50,notori:16,novel:86,now:[2,8,12,18,19,31,43,45,46,48,52,54,60,68,71,78,84,85],np_arrai:12,nproc:[53,59],ntst1213:87,ntst14:87,nullptr:[46,48,61],num:[8,9,66,68,82,85,86,87],num_channel:[8,9,79],num_chunk_typ:7,num_class:[8,9,79],num_filt:[8,9],num_flatten_dim:51,num_gradient_serv:[67,68],num_group:8,num_neg_sampl:8,num_p:[42,44],num_parameter_serv:15,num_pass:[14,52,67,68,70,72,82,84,85,86,87],num_repeat:8,num_result:7,num_results_per_sampl:8,num_shard:21,num_step:50,num_train:[42,44],number:[2,7,8,9,12,17,19,21,41,43,45,49,50,52,59,60,61,66,68,71,77,79,80,82,85,86,87],numchunktyp:7,numdevices_:70,numer:62,numeric_grad:16,numerical_grad:16,numlogicaldevices_:70,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,21,31,40,41,52,53,62,78,80],numreal:22,numsampl:65,numtagtyp:7,numtimeout:23,nv_:18,nv_gpu:59,nv_librari:18,nv_test:18,nvcc:[18,54],nvidia:[53,54,59,65,68],obei:7,obj:[2,52,79,80,82,84],object:[2,4,6,8,9,10,12,14,15,22,31,34,37,40,44,45,48,51,63,65,78,79,80,82,85],observ:[8,10,52,61,65,87],obtain:[26,82,85,86],obvious:18,occup:[83,84],occur:[12,14],occurr:17,oct:72,odd:8,off:[35,54,59,60,76],offer:[4,17,44,45,49,85],offici:[8,18,54,71,79],offlin:[19,21,76],offset:[8,22,84],often:[22,66,82,87],ograd:61,old:[16,24,26,45,54,68],omit:82,on_init:2,on_travisexclud:53,onc:[2,8,19,23,32,42,43,54,61,71,82],one:[2,5,7,8,9,10,11,12,14,15,16,17,19,22,23,24,26,27,30,31,36,37,38,39,40,41,42,44,45,46,48,50,52,54,59,60,61,62,66,68,70,71,72,76,77,78,79,80,82,84,85,86,87],one_host_dens:84,one_hot_dens:84,onehotcrossentropyopkernel:62,ones:[30,31,45,62],onli:[1,2,4,7,8,9,11,14,15,16,18,22,23,24,25,26,27,29,31,32,36,37,38,40,42,43,44,45,49,50,52,53,58,59,60,61,62,63,65,67,68,70,71,72,76,77,80,82,83,86,87],onlin:[8,10,19,21,41],only_cpu:16,onto:[42,43,71],op_:62,op_check:62,op_class:[45,49],op_maker_class:[45,49],op_proto:49,op_test_util:62,op_typ:45,opattrcheck:62,opcreat:49,opdesc:[17,32,39,40,45,46,49,51],opdescbind:46,opdescbuild:17,open:[2,8,15,21,31,41,52,54,71,80,82,85],openbla:53,openblas_path:53,openblas_root:53,oper:[8,9,10,12,16,17,31,32,36,37,42,44,48,51,54,58,61,63,65,68,71,77,79,84],operator_grad:16,operatorbas:[17,30,45,46,49,62],operatorwithkernel:62,opinfo:[45,46],opinfomap:46,opinion:86,opkernel:63,opkernelkei:45,opmak:49,opproto:62,opprotoandcheckermak:[46,62],opprotomak:[49,62],opregist:49,opregistri:49,ops:[16,17,18,32,39,40,45,51,62,76],ops_:17,ops_test:18,opt:[15,37,44,49,53],opt_op_list:37,optestmeta:62,optim:[2,6,13,14,16,31,38,39,42,43,44,45,52,61,65,86],optimis:37,optimize_op_attr:40,option:[2,7,8,15,18,31,39,45,49,51,52,59,60,61,66,70,76],optmization_op_list:37,optyp:49,order:[2,8,9,12,14,32,41,50,61,68,71,72,76,78,80,82,86,87],ordereddict:14,ordinari:86,oregon:71,org:[7,8,9,12,21,28,31,53,54,78],organ:[7,8,79,86,87],orient:49,origin:[1,2,8,12,16,31,48,50,63,78,85,87],other:[2,7,8,9,12,17,19,24,29,36,48,49,53,54,58,59,60,70,71,72,76,77,78,79,80,82,83,85,86,87],otherchunktyp:7,otherwis:[1,8,12,15,19,24,26,31,41,58,60,66,70,84,87],our:[15,18,31,42,43,46,48,50,51,54,58,59,60,61,71,72,77,79,82,85,86,87],out:[8,14,15,17,18,23,26,36,40,51,52,58,62,63,65,68,71,72,79,86],out_dir:71,out_left:8,out_mem:58,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:69,outout_lay:14,outout_layer1:14,outout_layer2:14,outperform:85,output:[4,5,6,7,9,11,12,14,15,16,17,21,26,29,30,31,32,33,36,39,40,41,42,43,45,46,48,49,50,51,52,58,59,61,62,63,65,68,70,72,77,78,79,80,82,84,85,86,87],output_:[8,61],output_all_step:36,output_dir:80,output_fil:85,output_id:8,output_lay:[14,80],output_max_index:11,output_mem:[8,58],output_nam:16,output_num:36,output_path:21,output_s:51,output_seg:50,outputbuff:22,outputgradi:46,outputh:8,outputw:8,outsid:[2,8,9,48],outter_kwarg:2,outupt:50,outv:61,over:[1,8,9,14,15,50,60,61,65,82,85,86],overal:[31,76],overcom:86,overhead:65,overlap:[7,8,61],overlap_threshold:[7,8],overrid:[17,19,29,44,61,62,63],overview:[23,24,25],overwrit:29,own:[24,26,37,42,44,49,54,62,66,71],owner:59,pack:[50,54],packag:[2,12,23,27,30,47,54,60,62,71],pad:[9,82],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,19,21,27,29,30,31,33,34,35,36,38,39,42,44,45,49,50,51,52,53,54,55,58,59,60,61,62,64,65,66,68,70,71,76,78,79,82,84,85,86,87],paddle_begin_init_param:24,paddle_dir:62,paddle_element_typ:24,paddle_element_type_float32:24,paddle_element_type_float64:24,paddle_element_type_int32:24,paddle_element_type_int64:24,paddle_element_type_uint32:24,paddle_element_type_uint64:24,paddle_enforc:17,paddle_enforce_eq:[62,63],paddle_error:[34,35],paddle_exampl:27,paddle_finish_init_param:24,paddle_get_param:24,paddle_gradi:24,paddle_init_param:24,paddle_job:27,paddle_matrix:[34,35],paddle_matrix_cr:35,paddle_matrix_get_shap:34,paddle_matrix_shap:34,paddle_n:66,paddle_new_etcd_pserver_cli:24,paddle_new_pserver_cli:24,paddle_on_cloud:27,paddle_output:72,paddle_paramet:24,paddle_port:66,paddle_ports_num:66,paddle_ports_num_for_spars:66,paddle_pserver2:66,paddle_pserver_cli:24,paddle_pserver_client_releas:24,paddle_root:77,paddle_save_model:24,paddle_send_grad:24,paddle_source_root:77,paddle_train:[35,47,66],paddledev:[71,72],paddlepaddl:[1,2,4,8,9,12,14,18,19,21,24,25,26,27,28,29,30,31,32,33,36,37,38,40,41,44,45,48,50,51,52,53,58,60,61,62,64,65,66,73,74,76,80,82,84,85,86],paddlepadl:2,paddpepaddl:2,page:[60,71,84],pai:54,pain:44,pair:[7,8,17,32,37,42,45,85],pakcag:18,palceholder_just_ignore_the_embed:77,palmer:85,paper:[8,31,77,78,80,85,86,87],para:22,paraconvert:77,paradigm:45,paragraph:[36,86],paragraph_data:36,paragraph_out:36,parallel:[42,43,45,59,65,68,70,71,72,87],parallel_nn:[6,67,68],param:[6,8,9,12,16,17,24,38,63],param_attr:[8,9,22,52,58],param_config_proto:24,paramattr:[6,8,52,58],paramet:[1,2,4,7,9,10,11,12,13,16,17,18,20,22,26,29,31,32,36,37,39,41,42,48,49,50,52,61,63,64,70,78,79,82,84,85,86,87],parameter_attribut:8,parameter_block_s:[67,68],parameter_block_size_for_spars:[67,68],parameter_learning_r:6,parameter_list:37,parameter_nam:[14,15],parameter_serv:15,parameter_valu:22,parameterattribut:[6,8,9,22],parameterclient_:22,parametermap:61,parametermutex_:22,parameters_:61,parameters_and_grad:37,parameterserver2:22,parameterset:15,parameterupdat:38,parameterupdater_:22,parametris:10,params_grad:37,paramt:[71,77],paramutil:84,paraphras:87,paraphrase_data:77,paraphrase_model:77,paraspars:61,parent:[17,39,40,45,61],parent_:[17,48],parent_idx:40,parenthes:45,pars:[4,12,18,59,70,71,78,84,85],parse_config:[4,78],parser:84,part:[2,7,8,17,26,39,40,52,58,60,61,65,76,78,82,84,85,86,87],parti:[59,65,84],partial:[8,14,78],partial_sum:8,particip:62,participl:77,particular:[32,45,65],partit:[19,21,42,43,45,71],pass:[2,8,14,17,19,31,37,38,41,45,48,50,51,52,60,61,65,66,68,71,72,78,79,82,84,85,86,87],pass_id:14,pass_idx:41,pass_test:78,passtyp:61,password:66,past:[15,54,71],patch:28,path:[1,2,7,12,14,19,23,24,27,41,52,53,66,68,70,71,72,77,79,80,82,85,86,87],pattern:[12,19,34,52,71,86],paul:85,paus:[19,26],pave:87,pdf:[8,9],pem:[15,21,71],pend:[19,23],penn:85,peopl:59,per:[7,8,12,19,24,41,62,68,79,82],perfom:[68,70],perform:[1,8,16,24,31,38,45,52,58,59,61,62,64,66,67,78,79,82,86,87],period:[1,19,26,44,68,82,84,85,86,87],perl:[86,87],permiss:71,peroid:8,persist:71,persistentvolum:71,persistentvolumeclaim:71,person:[7,15],perspect:[45,65],perturb:[16,61],peter:44,pex:76,pfs:[21,29,44],pfsclient:21,pfspath:29,pgp:71,phase:[52,76],photo:[31,79],physic:76,pick:[2,71],pickl:84,pictur:82,piec:[8,9,52,63],pillow:[27,79],pip:[47,53,60,66,79,84],pipe:83,pipelin:85,pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,19,26,42,43,45,61,62,63,65,66,80,87],placehold:[31,52,63,77],placement:43,plai:[85,86],plain:[1,7,8,27,35],plan:[19,45,61],platform:[17,52,62,63,71],pleas:[2,4,6,8,9,10,15,19,23,24,25,36,40,41,42,44,45,53,54,55,58,59,60,61,62,63,71,77,79,82,84,85],plot:[15,79],plotcurv:79,plu:[8,16],pne:62,png:[79,80],pnpairvalidationlay:68,pnpairvalidationpredict_fil:67,pod:[21,27,71,72],pod_nam:71,point:[17,19,27,44,52,59,62,63,65,76],pointer:[17,24,40,45,48,63],polar:[12,86],polici:71,polit:86,poll:86,pollut:26,poo:79,pool3:61,pool:[2,9,13,79,82,84],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:9,pool_siz:[2,8,9],pool_size_i:8,pool_strid:9,pool_typ:[8,9],pooling_lay:[9,82],pooling_typ:[8,82],poolingtyp:11,pop:17,popul:24,popular:[18,31,52,80],port:[18,54,66,67,68,71,72],port_num:67,ports_num:68,ports_num_for_spars:[22,67,68,70],pos:[84,86],pose:19,posit:[2,7,8,9,82,85,86,87],positive_label:7,possibl:[15,17,23,40,43,65,78],post1:53,post:[27,28],potenti:65,power:[63,76,82,87],practic:[8,52,58,61],pre:[2,8,9,12,15,24,54,71,72,77,79,85,86,87],pre_dictandmodel:77,pre_stat:[36,50],preambl:40,precis:[7,53],precision_evalu:7,pred:[82,85],predefin:86,predetermin:[8,68,87],predic:[12,85],predicate_dict:85,predicate_dict_fil:85,predicate_slot:85,predict:[2,3,7,8,10,14,42,52,58,66,68,77,82,87],predict_fil:68,predict_lay:14,predict_output_dir:[67,68,82],predict_sampl:4,predicted_label_id:82,prediction1:14,prediction2:14,predictor:84,predin:79,prefer:86,prefetch:[22,61],prefix:[7,19,21,62,71],pregrad:61,preinstal:53,premodel:77,prepand:40,prepar:[4,16,27,38,58,73,82],prepend:40,prepend_oper:40,preprcess:86,preprocess:[12,50,66,72,86],prerequisit:53,present:[15,17,50,60,80,85,87],preserv:29,pretti:52,prev_batch_st:[67,68],prevent:[1,10,15,19,23,26],preview:45,previou:[8,9,14,19,29,36,43,61,68,71,85,87],previous:[8,72,80],previous_memori:17,price:[12,45,52],primari:32,primarili:86,primit:50,principl:[15,18],print:[6,14,15,42,51,52,68,77,82,84,85,86,87],printallstatu:65,printer:7,printstatu:65,priorbox:8,prioriti:45,prite:7,privat:[17,35,48,49,50,60,63],privileg:[59,71],prob:[7,14,78],probabilist:[8,77],probability_of_label_0:82,probability_of_label_1:82,probabl:[7,8,14,58,80,82,85],problem:[4,8,10,15,16,18,26,31,32,45,59,60,82,85,86],proc:54,proc_from_raw_data:82,proce:[12,19,41,71],procedur:[17,63,77,85,87],proceed:[8,85],process:[1,2,4,6,8,9,12,15,17,21,22,23,26,42,49,52,54,58,66,68,70,71,72,77,79,80,82,84,85,86,87],process_num:12,process_pr:82,processdata:[79,80],processor:65,prod:[51,54,60],produc:[8,9,12,19,41,51,54,80,82],product:[8,27,54,60,61,71,82,86],productgraph:72,profil:[29,53],proflier:65,program:[1,12,15,21,24,26,32,33,37,41,42,44,45,48,54,60,65,66,68],programdesc:[40,44],programm:[40,42,46,83],progress:[19,23,68],proivid:2,proj:8,project:[8,9,27,35,53,58,61,62,84],promis:[8,9],prompt:29,prone:15,prop:85,propag:[10,62,68,70],properli:[59,82],properti:[2,68],propos:[17,37,43,50,87],proposit:85,protect:[49,61,62],proto:[11,39,45,49,51,62],proto_:49,protobuf:[14,17,27,32,39,40,45,46,49,53],protocol:[7,68,76],prove:82,proven:87,provid:[8,12,15,17,24,27,31,44,49,50,52,54,63,65,66,71,76,77,78,79,80,83,86],providermemory_threshold_on_load_data:67,provis:[71,76],provod:2,prune:[8,17],ps_desir:19,pserver:[14,22,24,25,27,45,66,67,68,71],pserver_addr:24,pserver_cpu:27,pserver_id:20,pserver_mem:27,pserver_num_thread:[22,67,68],pserver_spec:14,pserverstart_pserv:67,pseudo:[15,27,46,50],pseudocod:50,psize:61,ptr:35,pull:[18,45,47,54,77,87],punctuat:86,purchas:82,purpos:[8,19,42,43,65],push:17,push_back:61,put:[18,19,22,40,43,51,54,61,66,72,82],pvc:71,pwd:[54,59,60],pxe:76,py_paddl:[4,78],pybind:17,pydataprovid:[1,2,82],pydataprovider2:[3,4,52,82,84,86],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,17,25,30,31,32,34,38,45,47,50,52,53,58,59,60,66,77,78,79,85,86,87],pythonpath:79,pzo:86,qualifi:53,qualiti:82,queri:[8,71,87],question:[8,15,43,49,71,85],queue:43,quick:[68,72,81,87],quick_start:[27,71,72,73,82],quick_start_data:72,quickli:[45,52],quickstart:72,quit:65,quot:83,r_t:8,rac:8,rais:12,rajathkmp:31,ramnath:86,ran:[43,65],rand:[31,65,68,70,78,85],random:[2,6,8,12,21,31,38,41,52,62,68,78,79,85],random_imag:21,random_uniform:51,randomli:[26,86],randomnumberse:67,rang:[2,8,12,21,31,41,42,44,49,68,70,79,83,85],rank:[8,15,50,63,71,80,82],rare:2,rate:[6,7,9,10,12,24,61,66,79,82,84,86,87],rather:[4,27,31,50,71,86],ratio:[8,68],raw:[8,52,82,86],raw_meta:84,rdma:[53,68],rdma_tcp:[67,68],reach:[19,65,85],read:[1,2,12,14,15,19,21,41,42,43,45,50,52,58,59,60,66,71,76,80,82,84],read_from_realistic_imag:15,read_from_rng:15,read_lock:20,read_mnist_imag:15,read_ranking_model_data:15,readabl:45,reader:[0,14,21,31,32,39,40,42,44,87],reader_cr:21,reader_creator_bool:41,reader_creator_random_imag:[12,41],reader_creator_random_image_and_label:[12,41],readi:[19,52,71,72,76,79],readlockguard:22,readm:[35,60,83,84,86],readonesamplefromfil:2,readwritebuffer_:22,readwritemani:71,real:[2,8,22,31,41,52,78],realist:15,realiz:[17,36],reaon:51,reason:[9,15,16,19,54,72],recal:7,receiv:[19,27,43],recent:87,reciev:68,recogn:79,recognit:[2,8,80,86],recommand:2,recommend:[1,9,15,54,58,61,66,68,84],recommonmark:53,recompil:65,record:[12,23,49,51,60,71,85],recordio:[12,15,21,23,42,44],recov:[19,50,52,78],recover:45,recoveri:23,rectangular:8,rectifi:8,recurr:[48,85,86],recurrent_group:[9,58],recurrent_lay:9,recurrent_op:50,recurrentgradientmachin:[35,50],recurrentgroup:7,recurrentlay:68,recurs:[17,18,29,45],recv:[42,43,71],recvparametertyp:22,red:31,reduc:[10,43,45,66,68,70],reduce_by_kei:45,reduce_mean:31,refactor:[32,38,40,42,43,50],refer:[1,4,6,8,9,10,16,17,19,23,24,25,36,39,40,45,48,50,58,59,60,61,62,63,66,72,77,79,82,84,87],referenc:[8,23],reflect:23,refrain:62,reg:49,regard:[76,85],regardless:87,regex:84,region:[8,48,65,85],regist:[46,61,65],register_gpu_profil:65,register_lay:61,register_op:[30,45,46,49,62],register_op_cpu_kernel:62,register_op_gpu_kernel:62,register_op_without_gradi:[45,62],register_oper:46,register_tim:22,register_timer_info:65,registerop:49,registr:62,registri:[27,54,72,76],regress:[8,81],regular:[6,61,71,79,82,86],reinforc:44,rel:[1,9,16,26,62,66],relat:[2,19,26,27,48,51,54,72,76,86],relationship:[46,52,78],releas:[44,47,53,54,71,83,85],relev:[62,85,87],reli:[16,37,53,62],reliabl:19,relu:[8,31,61],remain:[50,82],rememb:8,remot:[6,18,22,45,60,61,66,68,70,71],remote_ess:44,remote_sess:44,remoteparameterupdat:[22,25,68],remov:[12,29,60,66,68,86],renam:[29,87],reorgan:8,repeat:[17,32,39,49,51],repeatedli:32,replac:[18,23,44,46,54,86],replic:42,replicaset:27,repo:18,report:[23,42,65,66],reportdataset:23,repositori:[8,60],repres:[2,4,8,9,17,23,40,43,44,45,50,51,58,61,71,79,82,83],represent:[8,24,31,32,42,82,86],reproduc:[59,87],request:[18,19,22,26,42,45,47,71,72,76,77,87],requir:[1,7,8,15,19,24,26,27,29,36,39,42,43,45,49,51,59,61,62,66,71,72,76,78,79,82,84],res5_3_branch2c_bn:80,res5_3_branch2c_conv:80,res:85,research:[12,42,79,83,86],resembl:86,reserv:[2,29],reserveoutput:61,reset:[8,19],reshap:[16,41,46,63],reshape_s:8,resid:59,residu:80,resiz:[22,62,63],resnet:81,resnet_101:80,resnet_152:80,resnet_50:80,resolv:[18,60,72],resourc:[44,54,71],respect:[2,16,31,36,52,58,61,68,79,80,85,87],respons:[8,22,31,38,71,72],rest:[2,8,17,27,28,52,76],restart:[19,24,71,72,76],restartpolici:[71,72],restor:16,restrict:[48,68],resu:41,result:[4,5,7,8,14,16,23,31,32,37,38,42,62,63,65,68,71,79,80,82,84,85,86],result_fil:7,resum:26,retain:63,retir:83,retran:71,retriev:[17,48,59,61,72],return_seq:9,reuqest:47,reus:[17,26,41,45,61,62],rev:59,reveal:15,revers:[8,9,58,85,86],review:[12,60,72,82,86],reviews_electronics_5:72,revis:82,rewrit:[18,62,87],rgb:8,rgen:86,rho:10,rich:52,right:[2,8,16,17,18,27,45,80],rkt:[27,59],rmsprop:82,rnn:[8,9,17,31,40,45,48,64,67,82,86],rnn_bias_attr:58,rnn_layer_attr:58,rnn_out:58,rnn_output:50,rnn_step:8,rnn_use_batch:[67,68],rnnlm:12,rnnstep:50,roadmap:50,robot:79,robust:8,role:[12,15,23,24,42,71,81,86],rollback:40,roman:86,romanc:83,root:[10,11,66,71,72],root_dir:66,rot:8,roughli:[2,78],routledg:86,row:[4,7,8,12,22,61,80],row_id:8,rpc:23,rpcserver:23,rsize:71,rtk:76,rtype:[8,12],rule:[7,32,42,61,71],run:[15,16,17,18,19,27,30,31,32,36,37,39,42,43,44,45,48,51,54,60,61,63,64,65,68,71,73,74,76,77,79,80,82,84,86,87],runinitfunct:65,runnabl:43,running_on_cloud:27,runtim:[1,2,17,36,44,45,51,53,54,66],runtime_table_:17,s_param:78,s_recurrent_group:58,sacrif:1,safe:27,sai:[8,32,33,52,59,68,70],sake:61,sale:83,same:[2,4,7,8,9,14,15,16,23,24,26,30,31,36,42,44,45,46,48,50,58,62,63,66,70,71,77,82,84,85,86,87],samping_id:8,sampl:[2,4,7,12,31,49,66,68,70,77,78,80,82,84,85,86,87],sample_dim:78,sample_id:7,sample_num:7,sampler:31,santiago:86,satifi:7,satisfi:[18,66,71,82],save:[2,8,12,14,19,21,23,24,27,32,42,51,52,59,68,70,71,72,79,80,82,84,85,86,87],save_dir:[52,68,70,72,78,79,82,84,85,86,87],save_only_on:[67,68],saving_period:[67,68],saving_period_by_batch:[67,68,70,82],saw:2,scalabl:45,scalar:[2,8,17,33,50],scale:[5,42,43,49,62,80,83],scaleop:62,scaleopmak:[45,62],scalingproject:8,scan:[23,45],scatter:8,scenario:[52,67],scene:67,schdule:71,schedul:[23,27,43,71,78],scheduler_factor:6,schema:77,scheme:[7,22,62,85],schmidhub:86,schwenk:87,sci:83,scienc:86,scientist:83,scope:[16,40,44],score:[7,8,84,86,87],screen:84,scrip:82,script:[4,12,59,62,66,71,79,80,82,85,86,87],seaplane_s_000978:79,search:[8,19,48,53,58,68,85,87],seat:87,second:[2,8,15,29,31,36,39,41,48,49,52,54,62,66,77,80,82,83,86],secret:71,section:[2,40,43,58,61,66,71,82],sed:86,see:[2,4,8,9,15,19,40,42,44,52,54,60,62,63,65,71,77,78,80,82,84,86,87],seed:[65,68],seem:18,seen:62,segment:[7,36,50,63],segmentor:77,sel_fc:8,selcet:8,select:[8,60,71,83,87],selected_indic:8,selectiv:8,selector:72,self:[16,31,37,40,50,51,52,61,62,83,86],selfnorm:8,semant:[12,15,47,81,86],semat:15,sen_len:85,send:[19,24,42,43,45,49,51,68,71],send_back_parameter_typ:22,sendbackparameterspars:22,sendbackparametertyp:22,sendparameterrequest:22,sendparameterrespons:22,sensit:8,sent:[15,24,42,45,49,72],sentenc:[2,8,12,36,50,58,82,85,86,87],sentence_input:50,sentiment:[2,52,81,82,85],sentiment_data:86,sentiment_net:86,sentimental_provid:2,separ:[2,7,24,30,46,68,77,82,83,84,85,87],seper:50,seq:[8,12,84],seq_len:50,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:[77,87],seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,77,87],seqtoseq_net:[8,77,87],sequel:2,sequenc:[2,5,7,8,9,11,12,17,32,37,39,50,61,77,82,84,85,86,87],sequence_conv_pool:82,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,17,58,82,85],seri:[9,86],serial:[2,14,17,23,38,45,51],serializ:45,serv:[42,45,50,54,65,71,78],server:[15,18,22,25,26,42,45,54,61,66,67,76],serverless:19,servic:[54,76,83],sess:[31,37,44],session:[37,54,65],set:[1,2,4,6,7,8,9,12,14,15,19,27,31,36,40,45,48,50,52,53,54,58,59,61,62,63,64,65,66,67,68,70,71,72,77,79,80,82,83,84,85,86,87],set_active_typ:61,set_default_parameter_nam:6,set_drop_r:61,set_float_el:16,set_input:8,set_siz:61,set_typ:61,setdefault:62,setp:71,setq:59,settup:61,setup:[2,47,54,61,62,76,82],sever:[2,7,8,16,22,31,36,38,50,66,70,71,81,82,84,85,86,87],sexstant:76,sgd:[10,14,15,19,27,38,42,43,44,66,78,86,87],sgdasync_count:67,shall:18,shallow:85,shape:[8,12,14,16,17,31,33,36,39,40,44,45,62,63,80],shard:[19,20,21,22,23,24,26,42,43,71],share:[8,18,31,35,38,45,50,53,54,59,62,65,68,72,85],shared_bia:9,shared_bias:8,shared_librari:18,shared_ptr:[34,35,48,63],shell:[71,80],shift:80,ship:79,shold:86,shop:86,shorten:8,shorter:80,should:[2,4,6,7,8,12,14,15,16,17,24,27,30,31,36,37,38,39,41,42,45,46,49,50,52,58,60,62,66,71,79,82,84,85,86,87],should_be_fals:15,should_be_tru:15,should_shuffl:[2,85],show:[4,7,10,17,19,29,33,36,39,50,52,59,63,68,71,72,77,80,82,84,85,86,87],show_check_sparse_distribution_log:[67,68],show_layer_stat:[67,68],show_parameter_stats_period:[67,68,70,72,82,85,86,87],shown:[2,8,15,42,58,61,63,65,71,78,79,80,82,84,86,87],shrink:61,shuf:84,shuffl:[2,12,84,86],sid:71,side:[8,14,38,63,80],sig:71,sigint:66,sigmod:49,sigmod_op:49,sigmod_output:49,sigmoid:[8,17,44,49,50,61],sigmoidactiv:9,sign:[28,71],signal:66,signatur:71,signific:65,similar:[8,17,41,43,45,50,62,71,76,82,84],similarli:[8,12,62,85],simpl:[1,2,5,7,8,9,12,14,32,39,43,48,49,50,53,54,60,65,68,82,84,85,86],simple_attent:58,simple_gru:[58,82],simple_lstm:[8,82],simple_rnn:[8,58],simpler:38,simplest:71,simpli:[1,8,15,24,36,53,54,58,65,77,80,84,86,87],simplifi:[15,40,49,61,72],simultan:71,sinc:[8,19,23,25,26,41,42,44,46,50,51,52,54,63,65,71,76,78,82,83,87],sincer:[60,86],singl:[2,7,9,12,19,42,43,44,45,48,54,61,66,72,80,82,85,87],sinlg:14,site:[18,71],six:[77,85,87],size:[2,7,8,9,10,12,14,19,21,22,24,31,40,41,42,44,49,50,52,58,61,62,63,66,68,78,79,80,82,83,85,86,87],size_a:8,size_b:8,size_t:[22,50,61],sizeof:[17,77],skill:87,skip:[41,52,60,66,71,80],sliceproject:8,slide:[8,10,12,19],slightli:[31,79],slope:8,slopeinterceptlay:8,slot:[84,85],slow:[2,65],slowli:59,small:[2,12,16,31,61,66,68,79,87],small_messag:[67,68],small_vgg:79,smaller:[8,16,19],smart:48,smartli:8,smith:86,smooth:8,snap:72,snapshot:[20,26,71],snippet:[30,37,58,61,65,71,82],social:86,sock:27,sock_recv_buf_s:[67,68],sock_send_buf_s:[67,68],socket:68,softmax:[8,9,15,17,33,39,42,43,44,58,61,77,82,85,86],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:82,softwar:[54,65,76],solid:31,solut:76,solv:[15,42,45,85],solver:87,some:[2,6,8,12,14,15,17,18,22,23,24,26,27,30,31,32,36,37,39,40,42,43,45,48,50,51,52,53,60,61,62,63,65,67,68,70,71,76,78,82,83,84,85,86,87],some_c_api_funct:35,some_inst:35,some_op:[36,50],some_python_class:34,somecppclass:34,somedata:14,somegotyp:34,someth:[2,8,22,40,59],sometim:[8,10,41,59,65,86],somewhat:24,somewher:48,soon:19,sophist:[52,61,66],sort:[8,12,50,68,71,84,86,87],sort_by_length:50,sourc:[8,12,16,18,29,31,35,41,45,52,54,58,60,64,71,72,77,82,84,87],source_dict_dim:58,source_language_word:58,space:[7,8,40,43,54,58,59,65],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,22,61,63,66,68,71,82],sparse_binary_vector:[2,12,82],sparse_binary_vector_sequ:12,sparse_float_vector:2,sparse_non_value_slot:12,sparse_remot:22,sparse_upd:[6,22],sparse_value_slot:12,sparse_vector:12,sparse_vector_sequ:12,sparseparam:61,sparseprefetchrowcpumatrix:61,spatial:[8,79],speak:[58,87],spec:[71,72],specfii:68,speci:79,special:[8,24,37,40,42,53,62,77,82,87],specif:[1,14,18,19,29,45,48,59,62,70,79,82,84],specifi:[1,2,7,8,15,16,22,23,24,27,29,31,40,42,44,48,49,50,52,53,58,59,61,63,68,71,78,79,80,82,83,84,86,87],speech:8,speed:[9,54,76],spefici:80,sphinx:[34,53,54],sphinx_rtd_them:53,split:[2,8,26,33,45,50,66,70,71,77,80,82,85],split_count:71,sql:1,sqrt:8,squar:[8,10,11,52],square_error_cost:52,squarerootnpool:8,squash:87,srand:68,src:[18,87],src_backward:58,src_embed:58,src_forward:58,src_root:4,src_word_id:58,srl:[12,85],ssd:8,ssh:[54,66,71,72],sshd:54,ssl:53,sstabl:15,stabil:[16,62],stabl:[47,71],stack:[45,50,52,71,82,85],stacked_lstm_net:86,stacked_num:86,stackexchang:8,stage:[18,25,31,51,60,66],stake:87,stale:[19,44],stamp:65,standard:[6,45,59,77,79,85,86,87],stanford:[12,16,72],star:[18,83],start:[8,9,14,18,19,22,23,24,26,27,38,42,52,54,58,59,65,66,68,75,77,81,84,87],start_pass:[67,68],start_po:8,start_pserv:68,startup:[19,27,71],stat:[53,65,68,85,86,87],state:[8,9,19,36,48,50,52,58,68,72,78,85,87],state_act:[8,9],statement:[32,61,71],static_cast:63,staticinput:[8,58],statist:[8,68,82,85,86,87],statset:65,statu:[27,60,65,71,72],status:72,std:[14,18,22,34,35,45,46,48,49,61,62,63,68],stderr:66,stdout:66,step:[4,8,9,11,16,17,19,24,31,32,38,40,42,43,45,49,50,54,58,60,61,65,66,71,72,76,82,84,85,86,87],step_id:50,step_input:50,step_net:17,step_output:50,step_scop:45,stepnet:[17,36,45,48],still:[23,26,42,46,63,80],stirng:40,stmt1482205552000:71,stmt1482205746000:71,stochast:[10,19,23,26],stock:86,stop:[8,54,59,66,68,72,84],storag:[28,53,71,72,79],store:[7,8,12,14,16,17,18,22,38,39,40,42,44,45,46,48,50,61,62,63,66,68,71,72,77,79,80,82,84,85,86,87],str:[14,27,50,70],straight:39,strategi:[2,11,19,43,68,85],street:[8,85],strength:78,strict:41,stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,14,17,23,29,39,40,44,45,46,48,49,51,61,62,68,71,86],strip:[82,85],struct:[23,24,28,35,46,49],structur:[17,23,31,39,40,45,66,71,77,79,82,84,85,86,87],sts:71,student:83,stuff:60,stun:2,style:[2,8,45,49,53,60],sub:[7,8,12,15,26,31,36,38,40,42,58,61,79,82,87],sub_nest_seq:8,sub_sequ:[2,8],subclass:40,subcommand:29,subgradi:10,subgraph:[31,43],submiss:42,submit:[45,60,67,68,71],subnet0:71,subnet:[15,71],subobjectpath:72,subsequ:8,subsequenceinput:8,subset:[61,87],substanti:80,substitut:87,succe:86,succeed:[23,72],success:[8,24,71,72,80,85],successfulcr:72,successfuli:86,successfulli:[62,80,84,86],successor:[68,87],sucessfulli:87,sudo:[53,59,71,79],suffer:16,suffic:[41,52],suffici:68,suffix:[27,87],suggest:[8,18,65],suit:76,suitabl:[60,68,79],sum:[8,10,17,20,58,61],sum_:8,summar:[31,82,86],sumopgradmak:46,sumpool:8,support:[6,7,8,11,12,16,17,19,26,27,30,31,38,41,42,43,45,46,53,54,58,59,60,61,62,63,65,68,71,76,85],suppos:[18,30,52,61,82],suppress:[8,29],sure:[45,59,60,61,71,79,86],surpass:8,survei:86,svs:49,swagger:28,swap_channel:80,swig:[4,25,34,35,53],swig_paddl:[4,78],switchop:17,symbol:[8,17,35],symbols_ready_:17,symbolt:[17,45],symlink:60,sync:[19,60,68,78],syncflag:61,synchron:[10,19,23,66,68,71],syntact:85,syntax:[41,84],synthect:52,synthes:78,synthet:52,sys:80,system:[17,18,19,24,26,28,30,31,42,43,53,54,62,66,72,82,85,86,87],t2b:77,tab:[54,82],tabl:[2,7,8,17,51,80,82,87],tableproject:8,tag:[7,12,54,58],tagtyp:7,take:[2,4,7,8,9,15,17,18,19,26,31,32,33,39,40,45,46,50,51,58,59,61,62,65,71,72,78,85,87],taken:[2,50,85],talk:24,tanh:[8,9,31,42,58,61],tanhactiv:9,taobao:86,tar:[14,53,71],tarbal:71,target:[8,12,14,17,18,31,37,42,44,45,51,58,60,62,77,82,87],target_dict_dim:58,target_dictionary_dim:8,target_language_embed:8,target_language_word:58,target_link_librari:18,targetinlink:8,task:[2,7,8,42,49,52,58,70,77,80,85,86,87],task_queu:23,taskentri:23,taskqueu:23,tbd:25,tconf:86,tcp:[68,71],teach:82,tear:65,technic:19,technician:83,techniqu:[58,61],technolog:59,tee:[72,79,85,86,87],tell:[19,23,24,49,54,65,84],tellig:86,templat:[30,49,62,63,72,76,85],tempor:[8,82,85],temporari:27,ten:59,tensor:[16,18,31,36,43,44,50,51,62],tensor_array_read:50,tensor_array_s:50,tensor_array_stack:50,tensor_array_unstack:50,tensor_array_writ:50,tensor_desc:51,tensor_s:16,tensor_test:18,tensor_to_check:16,tensorarraydesc:50,tensorflow:[17,31,33,42,43,50,63],term:[8,9,19,85,86],termin:72,terminolog:52,tese:1,tesh:85,tessorarrai:50,test100:12,test10:12,test1:21,test:[1,2,8,12,14,15,16,18,35,41,44,47,53,54,63,64,65,66,67,77,79,80,82,83,87],test_:62,test_all_data_in_one_period:[72,79,84,85,86],test_check_grad_ingore_i:62,test_check_grad_ingore_x:62,test_check_grad_norm:62,test_data:87,test_fcgrad:61,test_gpuprofil:65,test_layergrad:61,test_list:[2,52,79,82],test_mul_op:62,test_norm:62,test_part_000:86,test_pass:[67,68,70,87],test_period:[67,68,70],test_ratio:84,test_wait:[67,68],testa:15,testb:15,testbilinearfwdbwd:65,testcas:62,testconfig:61,tester:[84,87],testfcgrad:61,testfclay:61,testlayergrad:61,testmodel_list:67,testmulgradop:62,testmulop:62,testq:15,testresult:14,testsave_dir:67,testutil:61,text1:29,text:[1,2,7,9,12,15,36,54,71,77,81,82,84,86],text_conv:82,text_conv_pool:84,text_fil:[12,86],tflop:65,tftp:76,tgz:[12,53],than:[2,4,6,7,8,9,19,27,30,31,40,45,46,50,53,54,58,59,61,66,71,76,80,85,86,87],thank:[77,87],the_current_program:40,thei:[2,8,15,18,19,24,26,29,31,32,37,40,43,44,45,49,50,52,54,58,59,61,62,63,65,66,67,71,80,86],them:[1,2,7,8,9,15,16,18,19,22,27,30,41,43,45,46,48,49,50,51,52,54,59,62,65,67,68,71,79,80,82,84,86,87],themselv:18,theori:65,therefor:53,therein:[8,17],therun:80,theta:31,theta_d:31,theta_g:31,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,19,22,23,24,25,26,27,30,31,32,36,37,38,39,40,41,42,43,44,45,49,50,51,52,53,54,58,59,60,61,62,63,65,66,68,70,71,72,76,77,78,79,80,82,83,84,85,86,87],thing:[2,31,45,52,60,65,84,85],think:[15,18],third:[8,19,62,65,80,86],third_parti:8,thirt:59,those:[17,18,19,30,32,33,39,80,85],though:[50,76],thought:[18,65],thread:[61,65,68,70,84,85,86,87],thread_local_rand_use_global_se:[67,68],threadid:70,threadloc:65,three:[2,7,8,16,19,32,37,38,39,41,52,68,78,80,86,87],threshold:[6,7,8,19,23,68,86],thriller:83,through:[4,8,18,19,23,25,37,44,58,61,62,65,66,77,78,79,86,87],throughout:82,throughput:65,thrust:45,thu:[2,8,26,52,61,71,87],tier:72,tight:53,time:[2,8,9,11,12,15,16,18,19,23,26,30,36,40,41,42,43,45,46,49,50,51,52,58,59,63,65,68,70,72,76,82,83,85,86,87],timelin:[8,45,65],timeo:71,timeout:[19,23],timeout_sec:12,timer:53,timestamp:[8,20,83],timestep:[2,8,48],titil:84,titl:[12,83,84],tls:28,tmall:86,to_no_sequ:8,to_proto:51,to_sequ:8,todo:[7,10,12,17,19,23,26,49],toend:8,togeth:[2,8,9,12,14,50,58],token:[7,8,15,58,77,86,87],toler:[14,16,62],too:[12,16,42,50,54],took:76,tool:[54,58,59,60,71,86],toolchain:53,toolkit:53,top:[7,14,36,62,80,85],top_k:7,top_level_rnn:36,toplevel:59,topolog:[15,19,38,42,44],topolopi:14,torch:17,toronto:[12,79],total:[14,19,41,43,65,66,72,76,77,87],total_pass:41,touch:86,tourism:86,tourist:87,toward:52,tra:87,trace:[17,31,51],track:[19,23,40,60],tractabl:8,tradesman:83,tradit:[8,17],traffic:42,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,10,12,17,21,23,24,26,31,32,38,39,44,45,51,58,61,64,65,67,73,74,80],train_conf:[77,87],train_config_dir:71,train_data:87,train_id:71,train_list:[2,52,79,80,82],train_part_000:86,trainabl:[8,40],traindot_period:67,trainer:[2,4,15,20,21,22,23,25,38,42,43,45,52,61,66,68,70,78,82,85,86,87],trainer_config:[1,2,52,66,71,72,82,84,86],trainer_config_help:[2,52,61,79,82],trainer_count:[67,68,70,71,72,84,85,86,87],trainer_cpu:27,trainer_cr:27,trainer_gpu:27,trainer_id:[68,71],trainer_intern:22,trainer_mem:27,trainer_packag:27,trainerid:26,trainerintern:[82,84,87],training_machin:78,trainingtest_period:67,trainonebatch:22,trainonedatabatch:78,tran:[61,68],trane:2,transact:[19,23,86],transfer:[1,2],transform:[8,45,58,61,63,78,79,82,85],transform_param_attr:9,translat:[8,9,52,77,84,86,87],transpar:66,transport:68,transpos:[8,61,78],transposedfullmatrixproject:8,travel:2,travers:32,travi:[53,60],treat:[8,17,24],treatment:24,tree:[8,17,40,68,87],trg:87,trg_embed:58,triain:1,tricki:34,trigger:[26,38],trim:8,trivial:[2,50],trn:82,truck:79,true_block:[17,33,39],true_imag:41,true_label:41,true_read:41,truth:[7,8,82,87],tst:82,tune:[6,8,64,82,84,87],tuninglog_barrier_abstract:67,tupl:[2,8,9,12,14,40,41],ture:8,turn:[8,40,41,78],tutori:[54,58,60,61,62,65,66,71,72,73,74,80,82],tweet:86,twelv:87,twice:[31,43],twine:47,twitter:86,two:[1,2,7,8,9,15,24,25,26,27,29,31,32,39,41,42,44,45,46,48,49,50,51,52,54,58,62,63,65,66,70,71,77,78,79,80,82,84,85,86,87],txt:[2,18,27,29,61,66,71,82,84,86],type:[2,7,8,9,11,12,14,15,17,19,22,23,26,27,28,29,34,35,36,39,40,41,45,46,49,51,52,54,58,59,61,63,68,70,71,72,79,80,82,84,85],type_nam:49,typedef:[24,34,35],typeid:49,typenam:[30,49,62,63],typic:[4,7,42,54,65,86],ubuntu:47,ubyt:41,uci:12,ufldl:8,uid:72,uint32:28,uint64:34,uint64_t:34,unawar:24,unbalanc:68,unbound:58,unclear:26,unconstrain:86,under:[18,23,43,52,53,54,63,71,83,86],underli:52,understand:[54,65,76,77,79,86],understand_senti:58,understudi:87,undeterminist:65,unemploi:83,unexist:85,unidirect:8,uniform:[6,8,12,21,31,41,68,78],uniform_random:40,uniqu:[15,17,19,26,27,48,62,68,71],unique_name_gener:40,unique_ptr:[46,48,61],unit:[8,9,18,52,53,54,58,60,63,64,85],unittest:[35,62],unittestcheckgrad_ep:67,univ:87,unix:66,unk:[51,77,87],unk_idx:[82,85],unknown:8,unlabel:86,unlik:[8,62,85,86,87],unordered_map:48,unpack:50,unrol:36,unseg:8,unsign:24,unstack:50,unstack_from:50,unsup:86,unsupbow:86,unsupervis:31,unsupport:62,until:[19,24,43,48,66,71,85],untrack:60,unzip:84,updat:[6,8,10,19,23,24,28,31,36,37,38,42,48,50,53,60,61,66,68,70,86],update_equ:14,update_hook:6,update_memori:17,update_op:37,updatecallback:61,updatestack:71,upload:[19,27,28,47],upon:[19,85],upper:8,upstream:60,uri:71,url:[12,86],urls_neg:86,urls_po:86,urls_unsup:86,usag:[1,2,7,8,9,14,33,38,52,62,65,77,78],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,19,25,31,36,37,38,42,43,44,48,49,50,51,52,53,54,55,58,59,60,61,62,65,66,68,70,71,72,77,78,79,80,82,83,84,85,86,87],use_etcd:14,use_global_stat:8,use_gpu:[67,68,70,72,78,79,80,82,84,85,86,87],use_jpeg:79,use_old_updat:[22,67,68],use_seq:[52,84],use_sparse_remote_updat:22,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,19,25,26,31,36,38,40,41,42,44,45,48,49,50,51,52,55,58,59,61,62,63,65,66,67,68,70,71,77,79,80,82,84,85,86,87],useful:[1,2,8,9,16,48,58,61,70,82,85,86],usegpu:[61,78],useless:66,user:[1,2,6,8,9,12,14,15,16,17,18,21,23,26,27,29,30,31,32,37,40,41,42,43,44,45,46,48,49,50,52,54,66,67,68,71,76,80,82,85],user_id:84,user_info:12,user_nam:21,usercert:21,userid:83,userinfo:12,userkei:21,usernam:[21,60],uses:[2,19,26,38,42,58,59,60,61,63,68,71,79,80,82,84,87],using:[1,2,4,6,8,9,12,14,15,17,18,19,23,24,26,27,29,30,31,36,37,39,41,42,46,48,49,52,54,58,59,60,61,62,63,65,68,70,71,72,77,78,79,80,82,85,86],usr:[53,66,68,71],usrdict:77,usrmodel:77,usual:[8,14,27,39,52,53,62,65,68,70,71,86],utf:77,util:[4,53,58,61,62,65,76,79,84,86],uuid:[20,26],v28:8,valid:[8,41,45,48,62,71,80,86],valu:[2,4,6,7,8,10,11,12,14,16,17,19,33,36,37,38,39,42,44,45,48,49,50,51,52,58,61,62,68,70,71,78,79,80,85,86],value1:68,value2:68,value_evalu:7,value_rang:12,values_:50,vanilla:58,vanish:86,var1:51,var2:51,varabl:43,vardesc:[17,32,39,40,45],vardescbuild:17,vari:[65,71],variabl:[2,8,12,15,16,17,31,32,33,36,37,39,42,43,44,46,49,50,52,53,61,62,66,71,72,86],variablenamemap:62,varialbl:31,varianc:[8,80],variant:[8,50,54],varienc:50,varient:50,variou:17,varproto:49,vars_:[17,48],vector:[2,8,9,12,15,17,22,24,33,36,40,45,46,50,58,61,63,77,82,84,86,87],vectorenable_parallel_vector:67,vendor:18,verb:[12,85],verbos:29,veri:[2,8,11,18,23,30,31,38,43,48,50,58,65,79,82,86],verifi:[17,61],versa:53,version:[8,9,18,27,29,31,33,47,53,54,59,61,65,66,67,68,71,72,77,79,83,85,86,87],versu:15,vertic:[8,80],vgg:[9,79],vgg_16_cifar:79,via:[19,36,41,53,60,65,66,71,76,82],vice:53,view:8,virtual:[46,54,59],virtualenv:[59,84],visibl:[26,48,54],vision:79,visipedia:79,visit:14,visual:[8,54,65],viterbi:85,vlog:22,voc_dim:82,vocab:86,volum:[54,72],volumemount:[71,72],volumn:71,voluntarili:83,vutbr:12,wai:[2,7,8,9,15,24,26,42,44,50,52,54,58,59,61,66,70,84,85,87],wait:[10,19,24,60,68],walk:[4,78],wall:85,wangkuiyi:18,want:[2,8,15,27,31,41,44,48,50,52,53,54,59,60,61,68,70,77,80,82,84,85,86],war:83,warn:29,warp:[8,65],warpctc:8,watch:19,wbia:[71,80],web:54,websit:[79,82,85,86],wei:[85,86],weight:[7,8,9,10,58,61,68,70,79,80],weight_act:9,weightlist:61,weights_:61,weights_t:61,welcom:[18,84,86],well:[27,30,31,42,44,54,61,68,71,79,82],were:[7,18],west:71,western:83,wether:8,wget:53,what:[6,8,10,18,31,43,49,52,60,62,66,76,82,84],whatev:59,wheel:53,when:[1,2,6,7,8,12,14,16,17,18,19,22,23,24,27,29,38,39,40,42,43,45,50,51,58,59,60,61,62,63,65,68,70,71,72,76,77,78,79,85,86,87],whenev:[40,84],where:[2,8,9,10,15,17,19,26,32,36,39,45,50,52,58,61,62,65,66,68,70,77,80,85,87],wherea:[17,23,30,33],whether:[7,8,14,16,17,41,50,61,62,68,78,79,84,86,87],which:[1,2,4,6,7,8,9,10,12,14,15,16,17,18,19,21,23,24,26,27,30,31,36,37,38,39,40,41,42,43,44,45,46,48,49,50,51,52,58,59,60,61,62,63,65,66,68,70,71,76,78,79,80,82,83,84,85,86,87],whichev:78,while_loop:50,whileloop:50,whileop:17,whl:53,who:[30,32,40,77,80,83],whoever:24,whole:[2,7,12,31,33,34,35,36,49,71,72,76,82,83,84,87],whose:[2,8,12,16,19,26,36,45,49,50,58,84,85],why:[9,16,35,59],wide:[18,31,85],width:[7,8,12,22,34,41,61,62,79,87],wiki:[8,18],wikipedia:[8,12],wilder:2,window:[8,11,12,54,59,86],wise:[8,43,45,63],with_avx:[54,60],with_avxcompil:53,with_bia:49,with_coveragecompil:53,with_doccompil:53,with_doubl:61,with_doublecompil:53,with_dsocompil:53,with_gpu:[54,59,60],with_gpucompil:53,with_profil:65,with_profilercompil:53,with_pythoncompil:53,with_rdmacompil:53,with_style_check:60,with_style_checkcompil:53,with_swig_pycompil:53,with_test:[54,60,62],with_testingcompil:53,with_tim:65,with_timercompil:53,within:[8,23,52],without:[7,8,19,24,41,43,45,62,66,86],wloop:50,wmt14:[58,87],wmt14_data:87,wmt14_model:87,wmt:87,wmt_shrinked_data:12,woboq:54,won:[65,80],wonder:2,word2vec:27,word:[2,7,8,12,32,36,43,45,49,50,58,70,81,84,85,86,87],word_dict:[82,85],word_dim:82,word_id:2,word_idx:12,word_slot:85,word_vector:82,word_vector_dim:[8,58,77],words_freq_sort:12,work:[2,4,12,15,17,18,19,37,40,41,53,58,59,60,61,65,66,68,71,72,76,82,84],worker:[43,51,71],workercount:71,workflow:[45,54,60,71],workspac:[54,68,84],worri:52,wors:78,would:[14,17,18,19,26,30,31,32,37,38,40,41,43,50,54,59,66,71,76,78,82,85],wouldn:32,wrap:[30,31,76,85],wrapper:[9,18,30,42,46,50,65],writ:84,write:[2,12,15,19,26,30,37,40,41,42,43,45,46,50,54,59,60,64,66,71,79,84,85,87],write_lock:20,writelin:52,writer:[15,40,83],written:[17,31,42,45,62,63,84,86],wrong:[2,41],wrote:43,wsize:71,wsj:85,www:[8,12,79,87],x64:53,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,61],xgbe0:68,xgbe1:68,xiaojun:86,xmap_read:12,xrang:[16,31,41,51,52,61],xxbow:86,xxx:[15,50,80,87],xxxx:20,xxxxxxxxx:71,xxxxxxxxxx:71,xxxxxxxxxxxxx:71,xxxxxxxxxxxxxxxxxxx:71,xzf:53,y_dim:31,y_neg:16,y_po:16,y_predict:52,yaml:[18,71,76,84],yancey1989:27,yann:12,yapf:60,year:83,yeild:[14,79],yet:76,yield:[2,12,15,21,41,52,82,84,85,86],yin:8,you:[1,2,4,6,8,9,14,16,27,48,52,53,54,58,59,60,61,65,66,68,70,71,76,77,78,79,80,82,84,85,86,87],your:[2,8,14,15,18,22,27,29,45,53,54,59,60,61,65,66,70,71,76,82,86],your_access_key_id:71,your_secrete_access_kei:71,your_source_root:35,yourself:8,yum:53,yuyang18:[10,12],z_dim:31,z_size:31,zachari:86,zeng:86,zero:[2,6,8,9,10,12,16,19,31,38,61,68,71,82],zhidao:77,zhou:[85,86],zip:[12,83],zone:71,zxvf:71},titles:["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","Auto Gradient Checker Design","Design Doc: Block and Scope","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","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","The IfElse Operator","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Optimizer Design","Design Doc: The C++ Class Parameters","Design Doc: PaddlePaddle Programs","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","Design for TensorArray","Background","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","GET STARTED","RNN Models","RNN Configuration","Build PaddlePaddle from Source Code and Run Unit Test","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","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","Cluster bootstrapping tool survey","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":21,"\u4e0d\u4f7f\u7528":34,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":34,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":34,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":34,"\u4ec5\u4ec5\u4f7f\u7528void":34,"\u4ece\u5feb\u7167\u6062\u590d":20,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":34,"\u4f7f\u7528\u8f6c\u6362\u5e93":21,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":35,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":28,"\u5206\u652f\u89c4\u8303":47,"\u52a0\u901f\u6267\u884c":20,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":34,"\u52a8\u6001\u6269\u5bb9":20,"\u539f\u56e0":34,"\u539f\u56e0\u5217\u8868":34,"\u53c2\u8003\u6587\u6863":28,"\u540d\u8bcd\u89e3\u91ca":28,"\u57fa\u672c\u8981\u6c42":34,"\u5b9e\u73b0":34,"\u5b9e\u73b0\u65b9\u5f0f":35,"\u5bfc\u51fac":34,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":20,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":34,"\u63a8\u6d4b\u6267\u884c":20,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":21,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":28,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":21,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":21,"\u6587\u4ef6\u9884\u5904\u7406":21,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":35,"\u672f\u8bed":20,"\u67b6\u6784\u56fe":28,"\u6846\u67b6\u751f\u6210":28,"\u6982\u5ff5\u89e3\u91ca":21,"\u6a21\u5757":28,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":20,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":35,"\u6d41\u7a0b\u4ecb\u7ecd":21,"\u751f\u6210sparse\u6587\u4ef6":28,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":28,"\u76ee\u5f55\u7ed3\u6784":35,"\u76ee\u6807":28,"\u793a\u4f8b\u7a0b\u5e8f":21,"\u7b26\u53f7":34,"\u7c7b":34,"\u7f16\u8bd1\u9009\u9879":35,"\u7f29\u5bb9":20,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":34,"\u80cc\u666f":34,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":28,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":21,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":21,"\u8f6c\u6362\u5e93":21,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":34,"\u8fdb\u884c\u8bad\u7ec3":21,"abstract":[42,43,44,76],"book\u4e2d\u6240\u6709\u7ae0\u8282":47,"case":70,"class":[31,38,51,61,62],"filemanager\u8bbe\u8ba1\u6587\u6863":28,"function":[18,30,31,40,77],"new":[61,62],"paddle\u52a8\u6001\u5e93\u4e2d":34,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":34,"paddlepaddle\u53d1\u884c\u89c4\u8303":47,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":47,"return":41,"tensor\u5230eigentensor\u7684\u8f6c\u6362":63,AWS:71,Abs:5,DNS:71,EFS:71,For:[18,72],KMS:71,Not:59,The:[17,24,31,32,33,37,38,45,46],USE:45,Use:[17,39,70,72],Using:[18,24,54,60],With:[27,54],about:31,access:71,account:71,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:71,address:71,addto:8,adversari:78,aggreg:8,aggregatelevel:8,alalysi:22,algorithm:[16,19,36,42,82],all:[48,50],analysi:[42,86],api:[0,3,35,37,40,49,54],appendix:[76,82],applic:3,approach:65,architectur:[42,58,82],argument:[29,41,67,70,82],arrai:16,asset:71,associ:[48,71],assumpt:76,async:68,attent:58,attribut:6,auc:7,auto:16,avg:11,aws:71,backgraound:16,background:[43,44,50,51,52,62],backward:[32,45,62],base:[27,43],basepool:11,basic:76,batch:41,batch_norm:8,batch_siz:41,beam_search:8,benefit:[43,45],between:[15,45,49],bidirect:86,bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:17,bind:62,bleu:87,block:[17,31,32,39,40,45],block_expand:8,blockdesc:39,book:54,bootstrap:76,branch:60,brelu:5,bring:76,bucket:71,build:[31,45,53,55,59,60,72],built:65,cach:2,can:48,capi:35,capi_priv:35,cento:53,challeng:43,check:[8,16,61,66],checker:16,checkpoint:[19,20,26],chines:77,choos:[18,71],chunk:7,cifar:12,classif:[7,79],classification_error:7,classification_error_print:7,client:24,clip:8,clone:60,close:16,cloudform:71,cluster:[25,66,70,71,76],cmake:18,code:[27,59,60],column_sum:7,command:[69,70,82,87],commit:[60,72],common:68,commun:68,compar:76,compil:[17,39,45,62],compos:41,comput:[17,32,45,63],con:76,concat:8,concept:[40,45,71],conclus:[26,76],condit:31,config:[3,70,84,85],configur:[13,58,64,66,71,82,84],conll05:12,connect:8,construct:32,contain:[54,72],content:[35,65,71],context_project:8,contribut:60,control:45,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[26,42,43],convolut:[79,82],core:[16,40,71],cos_sim:8,cost:8,cpu:[54,70],creat:[41,44,45,48,60,71,72],creation:23,creator:41,credenti:71,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cudnnavg:11,cudnnmax:11,current:46,custom:41,dat:83,data:[8,12,19,40,41,42,52,71,72,77,78,79,82,84,85,86,87],datafeed:12,dataprovid:[2,3,68],dataset:[12,19,23,83,84,87],datatyp:12,date:60,decayedadagrad:10,decor:41,deep:17,defin:[62,71,82,86,87],definit:51,delet:[60,71],delv:79,demo:[31,71],dens:26,depend:[31,53],deploi:27,deriv:61,describ:37,descript:[29,45,68,78,83,85],design:[15,16,17,19,23,24,25,26,30,31,32,36,37,38,39,40,41,42,43,44,45,46,48,50],destroi:[48,71],detail:[22,68,79],detect:[7,8],detection_map:7,detection_output:8,develop:[45,54,59,60,64],devic:70,dictionari:[41,77],differ:[45,70],directori:71,discrimin:31,discuss:[31,43],dispatch:[19,23],distribut:[15,19,22,27,42,66,68,71],doc:[15,17,19,23,24,25,26,30,32,38,39,40,41,42,43,44,45,46],docker:[27,54,59,72],document:[54,75],dotmul_oper:8,dotmul_project:8,down:71,download:[53,71,72,77,80,84,87],dropout:8,dylib:35,dynam:[19,50],ec2:71,eigen:63,elast:71,elect:26,els:17,embed:[8,77,82],engin:31,enough:16,entri:41,environ:27,eos:8,equat:61,eval:42,evalu:[7,52,84],evalutaion:87,event:[14,15],exampl:[15,18,33,35,44,77,78],execut:[17,39,45],exercis:79,exp:5,expand:8,expandlevel:8,explain:16,extern:71,extract:[77,80,84,87],fault:19,featur:[80,83,84,85],field:84,file:[17,71,72,82,83,84],find:71,first_seq:8,fork:60,format:[17,19,82],forward:[32,62],frame:17,framework:[16,63],from:[15,26,49,53,55,59],full_matrix_project:8,fulli:8,gan:[31,78],gate:58,gated_unit:8,gener:[31,58,59,76,78,87],get:[56,72],get_output:8,github:60,global:39,gotcha:59,gpu:[54,65,68,70],gradient:[16,24,46,61],gradient_print:7,graident:16,graph:[32,43,45],group:[8,71],gru:[9,68],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:65,handler:[15,34],happen:26,have:51,hierarchi:17,high:[37,49],hook:60,how:[16,22,41,45,62,63,64,65],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:71,ident:5,identity_project:8,ifels:33,ifelseop:17,imag:[8,9,27,54,72,79],imagenet:80,imdb:[12,86],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,18,22,36,41,45,46,61,62,63,78],infer:[14,82],infershap:39,info:80,ingredi:15,ingress:28,init_hook:2,initi:[24,31,70,71],input_typ:2,insid:48,inspect:71,instal:[53,55,71,76,82],instanc:71,integr:71,interact:49,interfac:[12,16,19,24,25,37,41,44,48,80],intermedi:45,interpol:8,introduc:50,introduct:[1,77,80,86,87],isn:41,issu:60,job:[19,27,66,71,72],join:8,keep:60,kei:71,kernel:45,kill:66,kmax_sequence_scor:8,kube:71,kubectl:71,kubernet:[27,71,72],label:85,lambda_cost:8,languag:17,larg:22,last_seq:8,launch:66,layer:[8,15,30,40,61,70],learn:17,learnabl:8,leval:49,level:[37,49],libpaddle_capi_shar:35,libpaddle_capi_whol:35,librari:[24,45],limit:42,line:[69,82],linear:[5,52],linear_comb:8,list:[20,41],local:[42,44,48,60,70,71],lodtensor:[36,50],lodtensordesc:51,log:[5,82],logic:23,logist:82,low:49,lstm:[9,68,85,86],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,macro:45,main:31,manag:18,map:[41,45],master:[19,23,27],math:8,mathemat:16,matrix:68,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,member:31,memori:[8,36],messag:49,meta:84,might:31,migrat:45,mileston:45,mini:41,minibatch:12,misc:8,mix:[8,70],mnist:[12,78],model:[2,3,13,15,22,24,26,31,52,54,57,58,66,70,77,78,79,80,81,82,87],modifi:72,modul:[45,63],momentum:10,more:31,movi:[83,84],movielen:[12,83,84],multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:41,multiplex:8,name:[48,71],nce:8,necessari:45,need:[41,59,65],nest:36,network:[9,45,58,70,78,79,80,82,84,85],neural:[58,79,82,84,85],neuralnetwork:52,nlp:[9,68],non:2,norm:8,note:16,numer:16,numpi:16,nvprof:65,nvvp:65,object:[19,84],observ:[77,80],onli:[41,48,54],op_mak:45,oper:[30,33,39,40,43,45,46,50,62],opinfomap:45,opkernel:[45,62],opproto:49,optim:[10,19,24,32,37,40,64,82],option:[29,53,77],opwithkernel:45,order:29,origin:[45,60],orthogon:48,outlin:67,output:[8,66,71],overview:[26,45,48,82],packag:18,pad:8,paddl:[22,41,48,63,72],paddlejob:27,paddlepaddl:[15,17,39,42,47,54,55,59,71,75,77,87],pair:71,parallel_nn:70,paramet:[6,8,14,15,19,24,25,27,38,40,43,68,69,71,77,80],paraphras:77,parent:48,part:32,partit:24,pass:70,path:[26,29],perform:[65,68],persist:23,pfsclient:[28,29],pfsserver:28,placement:42,pnpair:7,point:71,pool:[8,11],pose:46,power:8,pre:60,precision_recal:7,predict:[4,79,80,84,85,86],prefetch:41,prelu:8,prepar:[52,66,71,77,78,79,84,86,87],preprocess:[77,79,82,84,87],prerequisit:66,pretrain:[77,87],print:7,privat:71,pro:76,problem:[37,46,52],procedur:76,process:[19,24,27,37,45,59],profil:65,program:[17,39,40],programdesc:39,project:18,propos:46,protomak:62,provid:[2,41,82,84,85],pserver:26,pull:60,push:60,pydataprovider2:2,python:[4,16,27,36,37,40,41,42,49,51,54,61,62,80,82,84],qualiti:45,queue:[19,23],quick:82,randomnumb:68,rank:7,rank_cost:8,rat:84,rate:83,reader:[12,15,41],realiz:45,recoveri:19,recurr:[8,9,58,82],recurrent_group:8,ref:16,refactor:45,refer:[2,42,43,65,85,86],region:71,regist:[45,49,62],registr:[45,46],registri:45,regress:[52,82,84],regular:24,relat:[45,50],relu:5,remark:62,remot:[25,44],render:71,repeat:8,represent:[17,45],request:60,requir:[18,31,53,60],reshap:8,resiz:8,resnet:80,result:[66,72,87],retri:23,revis:77,rmsprop:10,rnn:[36,50,57,58,68],rnnop:[17,36,45],role:85,rotat:8,route53:71,row_conv:8,row_l2_norm:8,run:[59,62,66,72,85],runtim:[27,42],sampl:8,sampling_id:8,save:26,scale:[8,19],scale_shift:8,scaling_project:8,scope:[17,36,45,48],script:72,secur:71,select:24,selective_fc:8,semant:85,sentiment:[12,86],separ:45,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:58,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[19,23,24,27,43,68,71],servic:71,session:[42,44],set:69,setup:[53,71],sextant:76,sgd:68,share:[15,48],should:[48,51],shuffl:41,sigmoid:5,simpl:[52,58],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:41,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:46,some:59,sourc:[53,55,59],span:53,spars:[24,25,26,70],specifi:[70,77],split:84,spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:[17,86],standard:82,stanh:5,start:[15,56,60,71,72,82],startup:72,step:36,store:19,structur:78,sub_nested_seq:8,subcommond:29,submit:27,suffici:41,suitabl:18,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:82,support:50,survei:76,synopsi:29,system:71,tabl:35,table_project:8,take:41,tanh:5,task:[19,23],tear:71,tecton:76,templat:71,tensor:[8,45,63],tensorarrai:50,test:[59,60,61,62,68,70,84,85,86],text:87,text_conv_pool:9,theori:16,thi:48,think:31,three:50,timelin:26,timer:65,tip:65,todo:[20,21],togeth:48,toi:78,toler:19,tool:[18,65,76],train:[14,15,19,22,25,27,37,41,42,52,54,66,68,70,71,72,77,78,79,82,84,85,86,87],trainer:[14,19,24,26,27,71,84],tran:8,trans_full_matrix_project:8,transfer:82,tune:[65,68],tutori:[77,79,81,85,86,87],two:16,type:62,ubuntu:53,uci_h:12,uniform:50,unit:[59,61,62,68],updat:[15,25,26,71],usag:[36,41,54,63,64],use:[22,41,63],user:[19,77,83,84,86,87],util:7,value_print:7,vardesc:51,variabl:[40,45,48,51],vector:68,verifi:71,vgg_16_network:9,visual:80,volum:71,vpc:71,warp_ctc:8,what:[22,26,51,59,65],when:[26,48],why:[41,45,50,65],wmt14:12,word:[77,82],work:54,workflow:87,workspac:66,wrapper:61,write:[61,62,82],yaml:72,zoo:[80,81]}}) \ No newline at end of file diff --git a/develop/doc_cn/_sources/design/optimizer.md.txt b/develop/doc_cn/_sources/design/optimizer.md.txt new file mode 100644 index 00000000000..17440fae502 --- /dev/null +++ b/develop/doc_cn/_sources/design/optimizer.md.txt @@ -0,0 +1,105 @@ +## Optimizer Design + +### The Problem + +A PaddlePaddle program, or a block, is a sequence of operators operating variables. A training program needs to do three kinds of works: + +1. the forward pass, which computes intermediate results and the cost(s), +1. the backward pass, which derives gradients from intermediate results and costs, and +1. the optimization pass, which update model parameters to optimize the cost(s). + +These works rely on three kinds of operators: + +1. forward operators, +1. gradient operators, and +1. optimization operators. + +It's true that users should be able to create all these operators manually by calling some low-level API, but it would be much more convenient if they could only describe the forward pass and let PaddlePaddle create the backward and optimization operators automatically. + +In this design, we propose a high-level API that automatically derives the optimisation pass and operators from the forward pass. + + +### High-level Python API to describe the training process + +1. User write code to describe the network: + + ```python + images = layer.data("images") + labels = layer.data("labels") + w1 = pd.var("w1") + b1 = pd.var("b1") + hidden = layer.fc(images, w=w1, b=b1) + cost = layer.mse(hidden, labels) + ``` + + The above code snippet will create forward operators in [Block](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/block.md). + + +2. Users create a certain kind of Optimizer with some argument. + + ```python + optimizer = AdagradOptimizer(learing_rate=0.001) + ``` + +3. Users use the optimizer to `minimize` a certain `cost` through updating parameters in parameter_list. + + ```python + opt_op_list = optimizer.minimize(cost, parameter_list=[w1, b1]) + ``` + The above code snippet will create gradient and optimization operators in Block. The return value of `minimize()` is list of optimization operators that will be run by session. + +4. Users use Session/Executor to run this opt_op_list as target to do training. + + ```python + sess.run(target= opt_op_list, ...) + ``` + +#### Optimizer Python interface: + +```python +class Optimizer(object): + """Optimizer Base class. + + """ + + def __init__(self): + pass + + def create_backward_pass(self, loss, parameter_list=None): + """ + create and add gradient Operators in BlockDesc to Compute gradients of `loss` + for parameters in parameter_list + + Args: + loss: an variable generated by cost function. + parameter_list: parameters that need to compute gradient and update to optimize the lost. + + Returns: + list of (parameters, gradients) pair. + """ + return None + + def create_optimization_pass(self, parameters_and_grads): + """Add optimization operators to update gradients to variables. + + Args: + parameters_and_grads: a list of (variable, gradient) pair to update. + + Returns: + optmization_op_list: a list of optimization operator that will update parameter using gradient. + """ + return None + + def minimize(self, loss, parameter_list): + """Add operations to minimize `loss` by updating `parameter_list`. + + This method combines interface `create_backward_pass()` and + `create_optimization_pass()` into one. + """ + params_grads = self.create_backward_pass(loss, parameter_list) + update_ops = self.create_optimization_pass(params_grads) + return update_ops + +``` + +Users can inherit the Optimizer above to create their own Optimizer with some special logic, such as AdagradOptimizer. diff --git a/develop/doc_cn/_sources/design/python_api.md.txt b/develop/doc_cn/_sources/design/python_api.md.txt index c4665e44fca..56ae1d925a9 100644 --- a/develop/doc_cn/_sources/design/python_api.md.txt +++ b/develop/doc_cn/_sources/design/python_api.md.txt @@ -214,3 +214,7 @@ def fc_layer(input, size, ...): out.writer = op return out ``` + +## Optimizer + +[Optimizer Design Doc](./optimizer.md) diff --git a/develop/doc_cn/design/optimizer.html b/develop/doc_cn/design/optimizer.html new file mode 100644 index 00000000000..c041044fdff --- /dev/null +++ b/develop/doc_cn/design/optimizer.html @@ -0,0 +1,355 @@ + + + + + + + + + + + Optimizer Design — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ Fork me on Github +
+ + English + + + + +
+ +
+
+ + + + +
+
+ + + +
+
+
+
+
+ +
+ + + + +
+ + + + + + + + + + + +
+
    + +
  • Optimizer Design
    • +
+
+ +
+
+
+
+ +
+

Optimizer Design

+
+

The Problem

+

A PaddlePaddle program, or a block, is a sequence of operators operating variables. A training program needs to do three kinds of works:

+
    +
  1. the forward pass, which computes intermediate results and the cost(s),
    2. +
  2. the backward pass, which derives gradients from intermediate results and costs, and
    3. +
  3. the optimization pass, which update model parameters to optimize the cost(s).
    4. +
+

These works rely on three kinds of operators:

+
    +
  1. forward operators,
    2. +
  2. gradient operators, and
    3. +
  3. optimization operators.
    4. +
+

It’s true that users should be able to create all these operators manually by calling some low-level API, but it would be much more convenient if they could only describe the forward pass and let PaddlePaddle create the backward and optimization operators automatically.

+

In this design, we propose a high-level API that automatically derives the optimisation pass and operators from the forward pass.

+
+
+

High-level Python API to describe the training process

+
    +

  1. User write code to describe the network:

    +
    images = layer.data("images")
+labels = layer.data("labels")
+w1 = pd.var("w1")
+b1 = pd.var("b1")
+hidden = layer.fc(images, w=w1, b=b1)
+cost = layer.mse(hidden, labels)
+
    +
    +

    The above code snippet will create forward operators in Block.

    +
    2. +
+
    +

  1. Users create a certain kind of Optimizer with some argument.

    +
    optimizer = AdagradOptimizer(learing_rate=0.001)
+
    +
    +
    2. +

  2. Users use the optimizer to minimize a certain cost through updating parameters in parameter_list.

    +
    opt_op_list = optimizer.minimize(cost, parameter_list=[w1, b1])
+
    +
    +

    The above code snippet will create gradient and optimization operators in Block. The return value of minimize() is list of optimization operators that will be run by session.

    +
    3. +

  3. Users use Session/Executor to run this opt_op_list as target to do training.

    +
    sess.run(target= opt_op_list, ...)
+
    +
    +
    4. +
+
+

Optimizer Python interface:

+
class Optimizer(object):
+    """Optimizer Base class.
+
+    """
+
+    def __init__(self):
+        pass
+
+    def create_backward_pass(self, loss, parameter_list=None):
+        """
+        create and add gradient Operators in BlockDesc to Compute gradients of `loss`
+        for parameters in parameter_list
+
+        Args:
+          loss: an variable generated by cost function.
+          parameter_list: parameters that need to compute gradient and update to optimize the lost.
+
+        Returns:
+          list of (parameters, gradients) pair.
+        """
+        return None
+
+    def create_optimization_pass(self, parameters_and_grads):
+        """Add optimization operators to update gradients to variables.
+
+        Args:
+          parameters_and_grads: a list of (variable, gradient) pair to update.
+
+        Returns:
+          optmization_op_list: a list of optimization operator that will update parameter using gradient.
+        """
+        return None
+
+    def minimize(self, loss, parameter_list):
+        """Add operations to minimize `loss` by updating `parameter_list`.
+
+        This method combines interface `create_backward_pass()` and
+        `create_optimization_pass()` into one.
+        """
+        params_grads = self.create_backward_pass(loss, parameter_list)
+        update_ops = self.create_optimization_pass(params_grads)
+        return update_ops
+
+
+
+

Users can inherit the Optimizer above to create their own Optimizer with some special logic, such as AdagradOptimizer.

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

+ © Copyright 2016, PaddlePaddle developers. + +

+
+ Built with Sphinx using a theme provided by Read the Docs. + +
+ +
+
+ +
+ +
+ + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc_cn/design/python_api.html b/develop/doc_cn/design/python_api.html index 2e0d0592f87..47b75e25527 100644 --- a/develop/doc_cn/design/python_api.html +++ b/develop/doc_cn/design/python_api.html @@ -389,6 +389,10 @@ +
+

Optimizer

+

Optimizer Design Doc

+
diff --git a/develop/doc_cn/objects.inv b/develop/doc_cn/objects.inv index f6d3e7726e05424bb2a181ade29c3ac3b2eba424..1a22ab380c26360ed9544ce18045d73b42d8a1bf 100644 GIT binary patch delta 3033 zcmV;~3nui^8r>R@pnoHYZfT731U5Dh3|B(B={k`1JM#eZg`89(JO?CFc{ zEzQ_rtFVo_&-uQi*6Gvd97(g9jyj2LTctmmYpS}_ay5(;;u#-V+61zc+G%Cdnf9Ez zfsm`V90OT(kgm(rRNX!`>9wr)Gytwqi5mR@iCP34+*=No7Ly(U8Z_HL*8qr_U^qH8 zAU)0qs3wzcpROC4r>QP>+NOapyNWI(DE;I)`dJtp7lYkzZ>Fp(=)03_0V{u9j0{uv z>SWq%s_u;HYKCDUIbf+QX9!;Gc6RTN&v=uL4R#*=a5H>!m-C#d>yF(pn{`e1%(mv4 zP7z-sBP@@v^I)EbD_~$&tf7Xr7V;2QhGEQ{@I916LT%0RHP6AM950dKsORGA9GIoe zpbER#G>5oI|C?90kvHw&sS1BfA_)#MCa!WYj_a8%^NT7=Vi68>DZ0!dxsGF*cC#Eu z2#Cez7ZC>aYKbNtPPUbD8EN3%$^{!9QbW^`qS*$Uxq`g-##oq9Ij3xOGV>gKlnyB) zY{QsPEOJ9X2`Xqc^c;|hiKh~D^+b47 zxki;^m@K-bogAF%GVBN>3*9oWp%X1FS7g7li0ORcn3$2O_&cOqK7o{ghe28W;S;Ti z>O!oZ5tGyd9e=kB6&N7|(?g|#3FO=;oy?s;Fju1(HIC8Sc-uYL2p%4E_I{*{OS9qf z){uc(j@q)={v*iCGI>4(MpLs$9V5M-NW~OXyVkO5k@hGY)#xI!2|$PUHjbVx00A+Z zb{&>Ao!BI!QA$kDU;bM;%O;hxjvi}+A!-wAhKX!opMOO9lnkvXB{FuHP(Be8$_SmH zX${kgC?+gN3d+VsY8cz~k@7JUr+fK|?zkvM@lDH6$qYQ;R{iq1;j^RXWSB)M&TtuB z^-aiHl#x+w3MuD(n}>Fxm+_}^c$rx74$hiH6dy*MQOb$fO1h3|d%3i`zci-}*H(k) zce%%fFMqFxFJ5(LcmCMFJ(3pvWB-nvo+XfmNnFj-C;QT8q&Yp`Q`{vXs|(h@4rbSa zM{LtAJ(QDL8g3%qNuX$6YRgx#%hiMzTADROOrkgqg~=&QPBBss!i!RS;NrVMZeB}c z7X;yUwxa4UUG#)eHmzJ?({etS>#DlNwopI9tbcfs@zY79jBu!n<^jn1yBR3oGjbD&))r3C*Qi9aXvP(o<3&RW zjX%*cz1ru_M1PuCl+#>c*NP^M0?I#}iHNabLLJc3Y&dLidBl-Oah~%qG0Ml`{ON71 z(tn1}>PsoQ+aUC()Wyn$#Tjz`3iqiPU4&1fLWIUF$yeFAPGsn%!o>#@#bxq=aw!u2 zfE@-RwH266jddO+Y+@z@O`YqL;jvg5YpyKZvGJl!BTmcpJ=RhniU$Aaf#*&}Xl6r2 z7C~@x63ApyG#FreUTBJGxYpw`s%vyQnp(`^V z^|%>Gx)WGTNihO1fsIj59p9>k^-0r%dfXSUC-Pi^#pxTmqA!P?=6BnkG9e zY4IQrk$I6KNnBsVM*{FtCDG@Nfh?pEc#5=jqr#DB^lQ-|Q{UMbLy+ zA`&<@o-r7bEmpP^(@fF%b6k}V$l!7!9GUgXHQt<>K;AS$HVYZ_ROA~fqJQw9K6Ehn zJ=SI<@agHo`S>ZD9Hw&-TwBA`5ZRFvO>vlyHGQgy9p5&F8roG+gn@Yw^@yigmh|0K zwIm1b?my{mJ`6VQ^j^+)w(rxohx2pco4dWuWyTb>1IqC8^Bfh5=kD7ddF=wIq8Cl& z%W$&#=ZF8rq@hsN%I_^ZD}Tzhm0yCDEg3U^vs#9golTd1NAvf(2OA8c*saLJl=L$c zUO)0S#!wU4lGaExDxS;hAAIc% zkWWE$6PL#^sh}yfXQiV~7F6r@tRPeI4vB1-G9je2@<#h^p>8 z&_*yo2>KjnjWo;%`reIDn3UhKZWA3!T4K8}zue4eXdk&dpAuFZ}TN z&0ueLn2!cKzXeNMo$W7SBWIG3-LH;eBG!mIfiNuBNsUY+q<_u49E~gEW`A4r&%=bg zg(lQ+5US!Om&Cq7w1iEMH^apn{2_9$>>R9gws(7Pzk+=YX0ay0&~cojzd037RsA`W z6iybhDh1;rw)<>5nE#ER`f_ZHbRT2dp{L21I|xfrC2E(8aY(*lJY4>!yH>^uYa?D- z4?>uhj_*xmF@KRpTbw^~yks_=BxXGF(V}?ylTH{Defo-*mwu|}$UlVYD=Zw~r`gWI za_{wOcX6Y$_pLL@eyHd!sgg{+cH4$?Z15l`!>bhMB%h3b28n8K?jX3m z5I%nZ2~lrruCxF3&>$}@i;M%jSp5s`VZe4$A@uEPyG0X@k9{WO$K@24yTEt%*spY+v z{u|O_@3QZ!dz<%y2M>>KE%Br*`HC`uF;v+Q!Y^XG32Fbt8XgT zJy;BvUl%OD>YMtM%DlM`oJ>+cAO7d)`U_s=7YGX9+Q`x6pXA6s!71oq)Wp2W-VZ$^ zSw_&?yh#Hg>w}5RKLH}BrP-dTtJr~)`3xyAKfdToT&f_##oT;&^99eN3Uus?OzNU| bkS$au9W{b(g)6^wAHN81M@0VvqW4uPg`D7m delta 3023 zcmV;=3o!KE8qyk&pno^IHDjD7u(5$)Fc1t$a3BsLan;6`Y#`+;{xc)Z_$hy3PhWIz zX~qs)g>BS*&i5U)PM<#KNSf7j)k*9)D*e$sQ`KGD(=bwqZ+v8F6Ub6(rFp(=zEiG0V{t!j0{uv z>txz&s@{z1X@+4TIbf+QX9!;Gc6RTN&-jzB19l$$a5H>!m-C#d>#ox&7 zZV_K1BP@@v^I*P@D_~$&tf7WA8~F$;!!Tw}w0x99LT$}zX}*g|IbI^eQP0KKIWS9` zK^1nfX%2Cb{x`4gAb;A$Qx$)fL=qfiOkCw)T+cUc^NT7=Vi68>DZ0!dd9G`jPO}_G z2#Cez7ZC>aYKbNtPPUbD8EN3%$^{1=QbW^`qB#bexq|%o##oq9Ij3xOGV>gKlnyB) zY^a4ZK7?D2YPn5QmmtM+9OYB2nGRh6YSjg&fiQA(=0a+E(`Mu2z=2ZbJsJr!IHi$B z%|(d;7)#;`Bh8~##Tqrc>7~ro@qtm&Dd4RMl+uu)`gG0dBC%&DrOU)OhAxz9LMi?9 zqr)KwtWF}!gFUE`ZbS+-jhIc&2#L}Mbt)C7P+CH1QoOzdJf3M#8(NrdLlfk zT%*b{OcveJP7Y3W8FmDcg|^LW=tN7)71{4BVmeO!oZ5tG#e9e>+~3XBkf>7i1=1ae-KPUcP^n5$8Y8pr5uyzL%r1P>27dp}afrP*+K zYsf&htJ)UZe+2niCcg!N(bOzb$4IXyQZWV9uGv;C(jJAQ8eK#V0qF4F#?i9{ARuPb zsl&3S6Psi-N{Q+D%YQ3p*`#vT)njciL~UZtFp&f7lYdB`lA#r)M8*yi$|qt%8KDz2 ztzlXb#f0TbLD{%S4P(1LQa)zlbT41gT@S@5Ez>eoG6N6Tu3tVke0KDl46`W387`x% zEfca9Wn@&FLdyA;!$Z5!%lK0{yiBZk2WL$piVq{sDCIXR;YX=GaPi$BH_z7C z1wpu-t*H7-7d>H=O)FQ}w4Bf5x~gumE!2-ND}P>O{B#m2BOL0YIe|4iLl-5fi>pk* z5OaK#L_M|T!80FV70MKg=3QozDSJK>6b%=H-3*lP8M%o>YYQjnYg8gyG~)`)@uH!G zrZr)ke(iI2qCZV6%4x2!Yekbr0p%a=M8w!Ip$@P$2M!xt9&sd6oaa1DjPh|fe|j6M zw145V`cjJSH3O=O6B&A`aPh%JahZIeT#AH0 zV26Q7Z3SjiW1U9{o0!Q!Q|J0*cq~@NnkNf)Y`kdGh--T-pS2W-qQO6U;CYh~n%Pj1 zMG)Ma1TvWv4F=er7aHeaD89c4$8K4^34aUYG+Xc-AUzQslKO`qo|>M78rx#2j)Y`D z&2&Bx{P=BebG^5AJ-q)aSb7<3Jn!D$>Tk*EQ)bi@QCT5tgHsfme18Il+c;8#8eW`j z;r+Gn$vQVM>*B6QXe(O6EM~;XKQ?yB6El%&9I1#(SH_b)x`Iqeuzml12wWN=Nq##d_V@56XD3L(XH{$(ggCS5pr0_php_tP!WX>#hr`6@3A%`fqzd=7Y?^i z+2k;ti{RQCriRGQi)f0&e5~nHP3*QDW2m8B6%`bi2T_msnq^5}JXK3_;O_pD-sZz# z<4*78d}sSUef2j#7rwdM+gxT$Q7vDFpP%QbQ2BP>{>TdtKoyN-Dqn_^)jvP{FD4CD zrdED$*;!F*t^5+KY{{7UYk$!)tn6&MZabR4*FD%^5XDwQ9;T!jq4465_aKIv$dU9l zqEYc&UjGp6FN3HLPYpu^txv$N(pBE~kkR)M6|j3t!TdHQ1$7Kz}|3(M?<)$E1R$ z)RMDID%jWwzFFh1V8SOm!TwUURsEh(pN$!BNxlwgF5QKk%=1aT1xagkQO;B*9=|4r zJtJ=Gr`h1}O`59DP2~2=lP&r-d;ZnY)3u?dS{p z4WcD%db}Af-rx_Bdu8WfrL(=;d;1maYcPvd_(R8Wj{fFUI92txNK!ai$f^{KE70z< z?O^^le(KAyG16NY)Al+|#=JpTiYigBTZ}{U4ddbRH{G=|R#+SH#(5CJv~+xLB8!PM z+T#3?<0Z4{B!4mEk&hO|o11jPnCR2@v%K_EeOLY!Q(s}>06)!k4wiebSG$WFoxPXc z?{B1N95h|&_F0MOVC7wkEt+E-JnZhRfOq9EU9S?*^>XF~3*T_SxL=eg&{G$gklmF+ zrX>XG${Jti&h|QI;0N?MDwV>X#!yPD07y!~Ga|($t$%k8H^Rp|qG`j`%6Cw9%k&PP z9ew?KxOgkL_f)8gZ8(< z|9WVUH;zTd0p3uSypt?{@2KHsi#Eqd6=SJJx-X{73;vH za^0vdSbyk!IU6o5RnwPyM&I|bB`;vhwOO{R5i~GeN`W(qq;~ao=k47L(bQiF{ZVP1 zRQ1sEavb)bEjX_opd?Cn<2oEgQtbYyMLY~KI!ihd6Y8ZnXd9KL%hs(*rLnwHhzV?y}B3P>KUzB&5thau9!Z8Q^y zvgc^iWmO1_eaKNnKVdoBH?#olEfNB1`G z1rZM(9^G2vNm=pS6h4%Zqszaik$pc?(7~vQd6T^#dPcI0ptpIG213>c z6PbSkM3AjHzNxF&g_8sgDKNjB=u2FxAi~Ame0cK(&!Y-->~l)$qIi%kR3;rYf^LN? RzjPnJ2yaJ3{{wb)JWe-E$bIfElse Operator","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design Doc: The C++ Class Parameters","Design Doc: PaddlePaddle Programs","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u6784\u5efaAndroid\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u6784\u5efaRaspberry Pi\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7f16\u8bd1PaddlePaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","Cluster bootstrapping tool survey","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":85,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":21,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":99,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":90,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":96,"\u4e0b\u8f7d\u6570\u636e":84,"\u4e0d\u4f7f\u7528":34,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":34,"\u4e0d\u540c\u7684":55,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":34,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":34,"\u4e24\u79cd\u4f7f\u7528":55,"\u4e2d\u6587\u5b57\u5178":90,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":90,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":90,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":90,"\u4e3a\u4ec0\u4e48\u8981":70,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":77,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":77,"\u4ec5\u4ec5\u4f7f\u7528void":34,"\u4ecb\u7ecd":[90,92],"\u4ece\u5feb\u7167\u6062\u590d":20,"\u4ee3\u7801\u8981\u6c42":71,"\u4efb\u52a1\u7b80\u4ecb":57,"\u4f18\u5316\u7b97\u6cd5":94,"\u4f7f\u7528":[71,84],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":34,"\u4f7f\u7528\u6848\u4f8b":82,"\u4f7f\u7528\u6982\u8ff0":94,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":82,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":85,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":90,"\u4f7f\u7528\u8bf4\u660e":76,"\u4f7f\u7528\u8f6c\u6362\u5e93":21,"\u4f7f\u7528docker\u6784\u5efa":75,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":99,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":99,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":71,"\u4fee\u6539\u542f\u52a8\u811a\u672c":84,"\u4fee\u6539\u6587\u6863":75,"\u514b\u9686":71,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":35,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":77,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":72,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[63,64],"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":78,"\u51c6\u5907\u6570\u636e":[57,96],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":85,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":78,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":54,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":54,"\u51fa\u73b0":55,"\u5206\u5272\u8bad\u7ec3":96,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":28,"\u5206\u652f\u89c4\u8303":46,"\u521b\u5efa\u672c\u5730\u5206\u652f":71,"\u521b\u5efajob":85,"\u521b\u5efapaddl":84,"\u5220\u9664\u672c\u5730\u5206\u652f":71,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":71,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":54,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":71,"\u5236\u4f5c\u955c\u50cf":85,"\u5236\u4f5cdocker\u955c\u50cf":84,"\u524d\u5411operator\u5355\u5143\u6d4b\u8bd5":73,"\u524d\u63d0\u6761\u4ef6":78,"\u52a0\u8f7dpaddlepaddl":61,"\u52a0\u901f\u6267\u884c":20,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":54,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":34,"\u52a8\u6001\u6269\u5bb9":20,"\u5355\u5143\u6d4b\u8bd5":80,"\u5355\u53cc\u5c42rnn":66,"\u5377\u79ef\u6a21\u578b":94,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":91,"\u539f\u56e0":34,"\u539f\u56e0\u5217\u8868":34,"\u53c2\u6570\u4fe1\u606f":92,"\u53c2\u6570\u5185\u5b58":54,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":80,"\u53c2\u6570\u6982\u8ff0":79,"\u53c2\u6570\u8bbe\u7f6e":56,"\u53c2\u6570\u8bfb\u53d6":92,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":[28,98],"\u53c2\u8003\u8d44\u6599":77,"\u53cc\u5411lstm":98,"\u53cc\u5c42rnn":66,"\u53cc\u5c42rnn\u4ecb\u7ecd":68,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":68,"\u53cd\u5411operator\u5355\u5143\u6d4b\u8bd5":73,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":70,"\u53ef\u9009\u529f\u80fd":90,"\u540d\u8bcd\u89e3\u91ca":28,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":94,"\u5411\u91cf":80,"\u542f\u52a8\u4efb\u52a1":85,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":78,"\u5440":70,"\u547d\u4ee4\u884c\u53c2\u6570":94,"\u548c":65,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":91,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":82,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":74,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":90,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":61,"\u57fa\u672c\u539f\u7406":68,"\u57fa\u672c\u8981\u6c42":34,"\u5982\u4f55\u4e66\u5199\u6587\u6863":75,"\u5982\u4f55\u4f7f\u7528":55,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":56,"\u5982\u4f55\u5199\u65b0\u7684oper":73,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":54,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":56,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":56,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":54,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":56,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":54,"\u5982\u4f55\u66f4\u65b0\u6587\u6863\u4e3b\u9898":75,"\u5982\u4f55\u66f4\u65b0doc":75,"\u5982\u4f55\u6784\u5efa\u6587\u6863":75,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":56,"\u5982\u4f55\u8c03\u7528":54,"\u5982\u4f55\u8d21\u732e":75,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":71,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":77,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":56,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":66,"\u5b50\u5e8f\u5217\u95f4\u6709memori":66,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":96,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":56,"\u5b89\u88c5":94,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":60,"\u5b89\u88c5\u6d41\u7a0b":60,"\u5b89\u88c5kubectl":83,"\u5b8c\u6574\u6559\u7a0b":93,"\u5b9a\u4e49operator\u7c7b":73,"\u5b9a\u4e49opkernel\u7c7b":73,"\u5b9a\u4e49protomaker\u7c7b":73,"\u5b9e\u73b0":34,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":73,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":72,"\u5b9e\u73b0\u65b9\u5f0f":35,"\u5b9e\u73b0\u8ba1\u7b97":74,"\u5b9e\u73b0c":[72,73],"\u5b9e\u73b0python\u5c01\u88c5":72,"\u5bfc\u51fac":34,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":82,"\u5c0f\u7ed3":2,"\u5de5\u5177":77,"\u5e38\u7528\u6a21\u578b":93,"\u5e76\u5b8c\u6210":71,"\u5efa\u7acb":71,"\u5f00\u53d1\u6807\u51c6":76,"\u5f00\u59cb\u5f00\u53d1":71,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":80,"\u5f15\u7528":97,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":20,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":94,"\u6027\u80fd\u4f18\u5316":76,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":77,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":77,"\u6027\u80fd\u8c03\u4f18":80,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":94,"\u603b\u4f53\u6d41\u7a0b":70,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":98,"\u6216\u8005\u662f":51,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":51,"\u62a5importerror":51,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":34,"\u63a5\u53e3":92,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":54,"\u63a8\u5bfc\u65b9\u7a0b":72,"\u63a8\u6d4b\u6267\u884c":20,"\u63d0\u4ea4":71,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":71,"\u63d0\u4ea4\u955c\u50cf":84,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":96,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":61,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":65,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":21,"\u6570\u636e\u51c6\u5907":[91,96,99],"\u6570\u636e\u63cf\u8ff0":97,"\u6570\u636e\u63d0\u4f9b":97,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":96,"\u6570\u636e\u652f\u6301":80,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":94,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":90,"\u6570\u636e\u96c6\u7279\u5f81":95,"\u6570\u636e\u9884\u5904\u7406":99,"\u6570\u6910\u4ecb\u7ecd":98,"\u6570\u6910\u51c6\u5907":98,"\u6574\u4f53\u65b9\u6848":85,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":28,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":21,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":21,"\u6587\u4ef6\u9884\u5904\u7406":21,"\u6587\u672c\u751f\u6210":99,"\u6587\u672c\u751f\u6210\u6559\u7a0b":99,"\u6587\u6863":[59,88],"\u65b0\u624b\u5165\u95e8":62,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":52,"\u65f6\u5e8f\u6a21\u578b":94,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":66,"\u65f6\u95f4\u6b65":66,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":35,"\u672c\u5730\u6d4b\u8bd5":82,"\u672c\u5730\u8bad\u7ec3":82,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":54,"\u672f\u8bed":20,"\u6784\u5efa\u548c\u6d4b\u8bd5":71,"\u6784\u5efaandroid\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":63,"\u6784\u5efaraspberri":64,"\u67b6\u6784\u56fe":28,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":84,"\u67e5\u770b\u8f93\u51fa":85,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":28,"\u6848\u4f8b\u4e00":82,"\u6848\u4f8b\u4e8c":82,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":78,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":78,"\u6982\u5ff5\u7b80\u4ecb":73,"\u6982\u5ff5\u89e3\u91ca":21,"\u6982\u8ff0":[65,68],"\u6a21\u5757":28,"\u6a21\u578b":92,"\u6a21\u578b\u4e0b\u8f7d":92,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":20,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":35,"\u6a21\u578b\u68c0\u9a8c":57,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":94,"\u6a21\u578b\u8bad\u7ec3":[91,99],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":96,"\u6a21\u578b\u914d\u7f6e":[55,66,76],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":66,"\u6ce8\u518coper":73,"\u6ce8\u610f\u4e8b\u9879":[2,73],"\u6d41\u7a0b\u4ecb\u7ecd":21,"\u6d4b\u8bd5":[80,97],"\u6d4b\u8bd5\u6587\u4ef6":96,"\u6d4b\u8bd5\u6a21\u578b":98,"\u7279\u5f81":97,"\u7279\u5f81\u63d0\u53d6":92,"\u751f\u6210\u5e8f\u5217":69,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":99,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":68,"\u751f\u6210sparse\u6587\u4ef6":28,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":28,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":95,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":99,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":98,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":95,"\u7684\u533a\u522b":55,"\u7684\u53c2\u6570":55,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":55,"\u76ee\u5f55\u7ed3\u6784":35,"\u76ee\u6807":28,"\u76f4\u63a5\u6784\u5efa":75,"\u76f8\u5173\u6982\u5ff5":68,"\u77e9\u9635":80,"\u793a\u4f8b1":66,"\u793a\u4f8b2":66,"\u793a\u4f8b3":66,"\u793a\u4f8b4":66,"\u793a\u4f8b\u7a0b\u5e8f":21,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":54,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":96,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":97,"\u7a00\u758f\u8bad\u7ec3":82,"\u7b26\u53f7":34,"\u7b80\u4ecb":[83,99],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":69,"\u7c7b":[34,72,73],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":61,"\u7ec3\u4e60":91,"\u7ec6\u8282\u63a2\u7a76":91,"\u7ec6\u8282\u63cf\u8ff0":80,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":78,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":57,"\u7ed1\u5b9apython":73,"\u7f16\u5199yaml\u6587\u4ef6":84,"\u7f16\u8bd1":73,"\u7f16\u8bd1\u548c\u5b89\u88c5":[63,64],"\u7f16\u8bd1\u548c\u6267\u884c\u5355\u5143\u6d4b\u8bd5":73,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":51,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":51,"\u7f16\u8bd1\u6d41\u7a0b":60,"\u7f16\u8bd1\u9009\u9879":35,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":58,"\u7f16\u8bd1paddlepaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":70,"\u7f29\u5bb9":20,"\u7f51\u7edc\u53ef\u89c6\u5316":92,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":34,"\u80cc\u666f":34,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":80,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":28,"\u89c2\u6d4b\u8bcd\u5411\u91cf":90,"\u8bad\u7ec3":[80,96,97],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":96,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":54,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":21,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":21,"\u8bad\u7ec3\u6a21\u578b":[57,61,94,98],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":99,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":68,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":54,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":81,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":95,"\u8bcd\u5411\u91cf\u6a21\u578b":94,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":90,"\u8bcd\u6c47\u8868":66,"\u8be6\u7ec6\u6559\u7a0b":77,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":97,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":66,"\u8f6c\u6362\u5e93":21,"\u8f93\u5165":68,"\u8f93\u5165\u4e0d\u7b49\u957f":66,"\u8f93\u5165\u793a\u4f8b":68,"\u8f93\u51fa":68,"\u8f93\u51fa\u65e5\u5fd7":94,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":78,"\u8fd0\u884c\u5bb9\u5668":84,"\u8fd0\u884cdocker":51,"\u8fd0\u884cpaddlepaddl":59,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":34,"\u8fdb\u884c\u8bad\u7ec3":[21,84],"\u8fdb\u9636\u6307\u5357":76,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":83,"\u901a\u7528":80,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":59,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":94,"\u9047\u5230":51,"\u90e8\u7f72kubernetes\u96c6\u7fa4":83,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":94,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[63,64],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":69,"\u914d\u7f6e\u7f51\u7edc":61,"\u914d\u7f6ekubectl":83,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":83,"\u94a9\u5b50":71,"\u9519\u8bef\u600e\u4e48\u529e":55,"\u9644\u5f55":94,"\u968f\u673a\u6570":80,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":52,"\u96c6\u7fa4\u8bad\u7ec3":82,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":52,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":70,"\u975e\u6cd5\u6307\u4ee4":51,"\u9884\u5904\u7406":91,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":99,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":99,"\u9884\u6d4b":[91,92,94,97,98],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":99,"abstract":[41,42,43,89],"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":66,"beam_search\u7684\u751f\u6210":66,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":58,"bleu\u8bc4\u4f30":99,"book\u4e2d\u6240\u6709\u7ae0\u8282":46,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":58,"class":[31,37,50],"cmake\u6e90\u7801\u7f16\u8bd1":51,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":58,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"docker\u4f7f\u7528\u5165\u95e8":59,"filemanager\u8bbe\u8ba1\u6587\u6863":28,"float":54,"function":[18,30,31,39],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":82,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":77,"gpu\u955c\u50cf\u51fa\u73b0":51,"group\u6559\u7a0b":68,"import":51,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":85,"kubernetes\u5355\u673a\u8bad\u7ec3":84,"meta\u6587\u4ef6":96,"meta\u914d\u7f6e\u6587\u4ef6":96,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"movielens\u6570\u636e\u96c6":95,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":96,"paddle\u52a8\u6001\u5e93\u4e2d":34,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":34,"paddle\u7248\u672c\u53f7\u4e3a0":51,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":59,"paddlepaddle\u53d1\u884c\u89c4\u8303":46,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":46,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":58,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":59,"pi\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":64,"pod\u95f4\u901a\u4fe1":85,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u63a5\u53e3":92,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":51,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":94,"return":40,"rnn\u76f8\u5173\u6a21\u578b":67,"rnn\u914d\u7f6e":69,"tensor\u4f7f\u7528\u6837\u4f8b":74,"tensor\u5230eigentensor\u7684\u8f6c\u6362":74,"tensor\u6a21\u5757":74,Abs:5,For:18,The:[17,24,31,32,33,37,44,45],USE:44,Use:[17,38],Using:[18,24],With:27,about:31,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,addto:8,aggreg:8,aggregatelevel:8,alalysi:22,algorithm:[16,19,36,41],all:[47,49],analysi:41,anneal:56,api:[0,3,35,39,48],appendix:89,applic:3,architectur:41,argument:[29,40],arrai:16,associ:47,assumpt:89,async:80,attent:69,attribut:6,auc:7,auto:16,avg:11,backgraound:16,background:[42,43,49,50],backward:[32,44],base:[27,42],basepool:11,basic:89,batch:40,batch_norm:8,batch_siz:40,beam_search:8,becaus:56,benefit:[42,44],between:[15,44,48],bidirectional_gru:9,bidirectional_lstm:9,big:56,bilinear_interp:8,binari:17,bla:58,block:[17,31,32,38,39,44],block_expand:8,blockdesc:38,book:59,bootstrap:89,brelu:5,bring:89,build:[31,44],cach:2,can:47,capi:35,capi_priv:35,challeng:42,check:[8,16],checker:16,checkpoint:[19,20,26],choos:18,chunk:7,cifar:12,classif:7,classification_error:7,classification_error_print:7,client:24,clip:8,clone:71,close:16,cluster:[25,89],cmake:18,code:27,column_sum:7,commit:71,compar:89,compil:[17,38,44],compos:40,comput:[17,32,44],con:89,concat:8,concept:[39,44],conclus:[26,89],condit:31,config:3,configur:13,conll05:12,connect:8,construct:32,content:[2,35,51,52,54,55,56,65,77],context_project:8,control:44,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[26,41,42],core:[16,39],cos_sim:8,cost:8,creat:[40,43,44,47],creation:23,creator:40,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[51,58],cudnn:58,cudnnavg:11,cudnnmax:11,current:45,custom:40,dat:95,data:[8,12,19,39,40,41],datafeed:12,dataprovid:[3,80],dataset:[12,19,23],datatyp:12,decayedadagrad:10,decor:40,deep:17,definit:50,demo:31,dens:26,depend:31,deploi:27,descript:[29,44],design:[15,16,17,19,23,24,25,26,30,31,32,36,37,38,39,40,41,42,43,44,45,47,49],destroi:47,detail:22,detect:[7,8],detection_map:7,detection_output:8,develop:44,dictionari:40,differ:44,discrimin:31,discuss:[31,42],dispatch:[19,23],distribut:[15,19,22,27,41],doc:[15,17,19,23,24,25,26,30,32,37,38,39,40,41,42,43,44,45],docker:[27,70],dotmul_oper:8,dotmul_project:8,driver:51,drop_out:55,dropout:8,duplic:55,dylib:35,dynam:[19,49],eigen:74,elect:26,els:17,embed:8,engin:31,enough:16,entri:40,environ:27,eos:8,eval:41,evalu:7,event:[14,15],exampl:[15,18,33,35,43],except:54,execut:[17,38,44],exp:5,expand:[8,65],expandlevel:8,explain:16,faq:53,fault:19,file:17,first_seq:[8,65],fork:71,format:[17,19],forward:32,frame:17,framework:[16,74],from:[15,26,48],full_matrix_project:8,fulli:8,gan:31,gate:69,gated_unit:8,gener:[31,89],get_output:8,global:38,gpu:80,gradient:[16,24,45],gradient_print:7,graident:16,graph:[32,42,44],group:8,gru:[9,80],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[15,34],happen:26,have:50,hierarchi:17,high:48,how:[16,22,40,44],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,ident:5,identity_project:8,ifels:33,ifelseop:17,illeg:51,imag:[8,9,27],imagenet:92,imdb:[12,98],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,18,22,36,40,44,45],infer:[14,54],infershap:38,ingredi:15,ingress:28,init_hook:2,initi:[24,31],input_typ:2,insid:47,instal:89,instruct:51,insuffici:51,interact:48,interfac:[12,16,19,24,25,40,43,47],intermedi:44,interpol:8,introduc:49,isn:40,issu:71,job:[19,27,84],join:8,kernel:44,kmax_sequence_scor:8,kubernet:[27,83,84],lambda_cost:8,languag:17,larg:22,last_seq:[8,65],layer:[8,15,30,39,55],learn:[17,56],learnabl:8,leval:48,level:48,libpaddle_capi_shar:35,libpaddle_capi_whol:35,librari:[24,44],limit:41,linear:5,linear_comb:8,list:[20,40],local:[41,43,47],lodtensor:[36,49],lodtensordesc:50,log:5,logic:23,low:48,lstm:[9,80,97,98],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,macro:44,main:31,manag:18,map:[40,44],master:[19,23,27],math:8,mathemat:16,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,member:31,memori:[8,36,55,66,68],messag:[48,56],might:31,migrat:44,mileston:44,mini:40,minibatch:12,misc:8,mix:8,mnist:12,model:[3,13,15,22,24,26,31,69,92],modul:[44,51],momentum:10,more:31,movi:95,movielen:12,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:40,multiplex:8,name:[47,51,55],nce:8,necessari:44,need:40,nest:36,network:[9,44,69],neural:69,nlp:[9,80],norm:8,note:16,numer:16,numpi:16,nvprof:77,nvvp:77,object:19,onli:[40,47],op_mak:44,oper:[30,33,38,39,42,44,45,49],opinfomap:44,opkernel:44,opproto:48,optim:[10,19,24,32],option:29,opwithkernel:44,order:29,org:75,origin:44,orthogon:47,output:8,overview:[26,44,47],packag:18,pad:8,paddl:[22,40,47,51,55,74],paddlejob:27,paddlepaddl:[15,17,38,41,46,51,75,88],parallel_nn:82,paramet:[6,8,14,15,19,24,25,27,37,39,42],parent:47,part:32,partit:24,path:[26,29],perform:80,persist:23,pfsclient:[28,29],pfsserver:28,placement:41,platform:51,pnpair:7,point:54,pool:[8,11,65],pose:45,power:8,pre:71,precision_recal:7,prefetch:40,prelu:8,print:7,pro:89,problem:45,procedur:89,process:[19,24,27,44],program:[17,38,39],programdesc:38,project:18,propos:45,protocol:56,provid:[2,40],pserver:26,pull:71,push:71,python:[16,27,36,39,40,41,48,50],qualiti:44,queue:[19,23],rank:7,rank_cost:8,rate:[56,95],reader:[12,15,40],realiz:44,recoveri:19,recurr:[8,9,55,68,69],recurrent_group:8,ref:16,refactor:44,refer:[2,41,42],regist:[44,48],registr:[44,45],registri:44,regular:24,reject:56,relat:[44,49],relu:5,remot:[25,43],repeat:8,represent:[17,44],request:71,requir:[18,31],reshap:8,resiz:8,resnet:92,retri:23,rmsprop:10,rnn:[36,49,66,80],rnnop:[17,36,44],rotat:8,row_conv:8,row_l2_norm:8,runtim:[27,41],sampl:8,sampling_id:8,save:26,scale:[8,19],scale_shift:8,scaling_project:8,scope:[17,36,44,47],select:24,selective_fc:8,sentiment:12,separ:44,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:69,sequence_conv_pool:9,sequencesoftmax:5,server:[19,23,24,27,42],session:[41,43],sextant:89,sgd:80,share:[15,47],should:[47,50],shuffl:40,sigmoid:5,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:40,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:45,spars:[24,25,26],spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:[17,98],stanh:5,start:15,step:36,store:19,sub_nested_seq:8,subcommond:29,submit:27,suffici:40,suitabl:18,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,support:[49,51],survei:89,synopsi:29,tabl:35,table_project:8,take:40,tanh:5,task:[19,23],tecton:89,tensor:[8,44,74],tensorarrai:49,text_conv_pool:9,theori:16,thi:[47,51],think:31,three:49,timelin:26,todo:[20,21],togeth:47,toler:19,too:56,tool:[18,89],train:[14,15,19,22,25,27,40,41],trainer:[14,19,24,26,27],tran:8,trans_full_matrix_project:8,tune:80,two:16,uci_h:12,uniform:49,updat:[15,25,26],usag:[36,40],use:[22,40],user:[19,95],util:7,value_print:7,vardesc:50,variabl:[39,44,47,50],version:51,vgg_16_network:9,warp_ctc:8,what:[22,26,50],wheel:51,when:[26,47],whl:51,why:[40,44,49],wmt14:12,zoo:92}}) \ No newline at end of file +Search.setIndex({docnames:["api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/functions_operators_layers","design/gan_api","design/graph","design/if_else_op","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/optimizer","design/parameters_in_cpp","design/program","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/releasing_process","design/scope","design/simple_op_design","design/tensor_array","design/var_desc","faq/build_and_install/index_cn","faq/cluster/index_cn","faq/index_cn","faq/local/index_cn","faq/model/index_cn","faq/parameter/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/cross_compiling/cross_compiling_for_android_cn","howto/cross_compiling/cross_compiling_for_raspberry_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","survey/cluster_bootstrapping_tools","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/block.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/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/if_else_op.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/optimizer.md","design/parameters_in_cpp.md","design/program.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/releasing_process.md","design/scope.md","design/simple_op_design.md","design/tensor_array.md","design/var_desc.md","faq/build_and_install/index_cn.rst","faq/cluster/index_cn.rst","faq/index_cn.rst","faq/local/index_cn.rst","faq/model/index_cn.rst","faq/parameter/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/cross_compiling/cross_compiling_for_android_cn.md","howto/cross_compiling/cross_compiling_for_raspberry_cn.md","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","survey/cluster_bootstrapping_tools.md","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{},objnames:{},objtypes:{},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":100,"0005\u4e58\u4ee5batch":92,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":99,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":99,"000\u4e2atxt\u6587\u4ef6":99,"000\u4f4d\u7528\u6237\u5bf94":96,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":93,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"000\u6761\u8bc4\u4ef7":96,"000\u90e8\u7535\u5f71\u76841":96,"00186201e":4,"00m":78,"01852v1":8,"03m":78,"0424m":78,"0473v3":9,"05d":92,"0630u":78,"06u":78,"0810u":78,"08823112e":4,"0957m":78,"0\u4e4b\u540e\u7684\u7248\u672c":60,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":81,"0\u5c42\u5e8f\u5217":66,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":99,"0ab":8,"0rc1":47,"0rc2":47,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":92,"10007_10":99,"10014_7":99,"100m":55,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":93,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":93,"101\u5c42\u7f51\u7edc\u6a21\u578b":93,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":92,"10\u6570\u636e\u96c6":92,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":92,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":92,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":92,"10g":27,"1150u":78,"11\u5b9e\u73b0\u4e86c":35,"11e6":85,"12194102e":4,"124n":78,"128\u7ef4\u548c256\u7ef4":91,"12\u64cd\u4f5c\u7cfb\u7edf":52,"13m":85,"1490u":78,"14\u4ee5\u4e0a":65,"14\u6570\u636e\u96c6":100,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":100,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":83,"152\u5c42\u7f51\u7edc\u6a21\u578b":93,"15501715e":4,"1550u":78,"15\u884c":67,"1636k":100,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":57,"16u":78,"173m":93,"173n":78,"1770u":78,"18\u5c81\u4ee5\u4e0b":96,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":85,"197u":78,"1\u7684\u5c42\u4e4b\u5916":83,"1\u7a00\u758f\u6570\u636e":73,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":83,"1\u9664\u4ee5batch":92,"1m\u6570\u636e\u96c6\u4e2d":97,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":97,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":92,"210u":78,"211839e770f7b538e2d8":9,"215n":78,"228u":78,"234m":93,"24\u5c81":96,"2520u":78,"25639710e":4,"25k":95,"2680u":78,"26\u884c":67,"27787406e":4,"279n":78,"27m":78,"285m":78,"2863m":78,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":2,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":2,"28m":78,"2977m":78,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":100,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":57,"2\u4e2a\u6d6e\u70b9\u6570":58,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":86,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":83,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":86,"2nd":8,"302n":78,"30u":78,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":91,"32777140e":4,"328n":78,"32\u7ef4":91,"32u":78,"32x32":12,"331n":78,"3320u":78,"34\u5c81":96,"35\u65f6":100,"36540484e":4,"36u":78,"3710m":78,"3768m":78,"387u":78,"38u":78,"3920u":78,"39u":78,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":100,"3\u53f7gpu":55,"4035m":78,"4090u":78,"4096mb":81,"4279m":78,"43630644e":4,"43u":78,"448a5b355b84":85,"44\u5c81":96,"4560u":78,"4563m":78,"45u":78,"4650u":78,"4726m":78,"473m":85,"48565123e":4,"48684503e":4,"49316648e":4,"49\u5c81":96,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":57,"4gb":81,"4yf":8,"500\u4e2atxt\u6587\u4ef6":99,"500m":55,"50\u5c42":93,"50\u5c42\u7f51\u7edc\u6a21\u578b":93,"51111044e":4,"514u":78,"525n":78,"526u":78,"53018653e":4,"536u":78,"5460u":78,"5470u":78,"54u":78,"55\u5c81":96,"55g":100,"5690m":78,"573u":78,"578n":78,"5798m":78,"586u":78,"58s":85,"5969m":78,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":91,"5delta":8,"6080u":78,"6082v4":8,"6140u":78,"6305m":78,"639u":78,"64\u5e73\u53f0\u4e3a\u4f8b":[64,65],"64\u73af\u5883":65,"64\u7ef4":91,"655u":78,"6780u":78,"6810u":78,"682u":78,"6970u":78,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":78,"6\u4e2a\u8282\u70b9":79,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":91,"704u":78,"70634608e":4,"7090u":78,"72296313e":4,"72u":78,"73u":78,"75u":78,"760u":78,"767u":78,"783n":78,"784u":78,"78m":78,"7\u548cpip":52,"7\u7248\u672c\u5f00\u59cb":64,"7eamaa":12,"7kb":85,"8250u":78,"8300u":78,"830n":78,"849m":78,"85625684e":4,"861u":78,"864k":100,"8661m":78,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":91,"877\u884c":91,"892m":78,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":57,"901n":78,"90u":78,"918u":78,"9247m":78,"924n":78,"9261m":78,"93137714e":4,"9330m":78,"94u":78,"9530m":78,"96644767e":4,"983m":78,"988u":78,"997u":78,"99982715e":4,"99m":93,"99u":78,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9f18":85,"\u0233":58,"\u03b5":58,"\u4e00":67,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":66,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":66,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":74,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":58,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":92,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":28,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":84,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":85,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":66,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":66,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":66,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":69,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":92,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":66,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":66,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":66,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":66,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":69,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":69,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":69,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":99,"\u4e00\u4e2a\u5bb9\u5668\u5c31\u662f\u4e00\u4e2a\u64cd\u4f5c\u7cfb\u7edf\u7684\u8fdb\u7a0b":60,"\u4e00\u4e2a\u6216\u591a\u4e2a":84,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":55,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":78,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":60,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":66,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":66,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":20,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":99,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":60,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":73,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":73,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":73,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":74,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":57,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":28,"\u4e00\u4e2adocker\u955c\u50cf\u662f\u4e00\u4e2a\u6253\u5305\u597d\u7684\u8f6f\u4ef6":60,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":81,"\u4e00\u4e2alabel":67,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":70,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":98,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":95,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":84,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":28,"\u4e00\u4eba":67,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":69,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":97,"\u4e00\u53f0\u7535\u8111":71,"\u4e00\u65e9":67,"\u4e00\u662fbatch":55,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":71,"\u4e00\u6837\u8bbe\u7f6e":79,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":84,"\u4e00\u6b21\u6027\u676f\u5b50":67,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u79cd\u5e38\u7528\u7684\u505a\u6cd5\u662f\u7528\u5b66\u4e60\u7684\u6a21\u578b\u5bf9\u53e6\u5916\u4e00\u7ec4\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u9884\u6d4b":58,"\u4e00\u79cd\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":64,"\u4e00\u7bc7\u8bba\u6587":100,"\u4e00\u7ea7\u76ee\u5f55":[99,100],"\u4e00\u81f4":[66,67],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":47,"\u4e00\u822c\u4ece":72,"\u4e00\u822c\u5728paddlepaddle\u4e2d":67,"\u4e00\u822c\u60c5\u51b5\u4e0b":[1,58],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":2,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":57,"\u4e00\u822c\u6765\u8bf4":70,"\u4e00\u822c\u800c\u8a00":100,"\u4e00\u822c\u8868\u793a":67,"\u4e00\u822c\u8bbe\u7f6e":57,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":95,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,62],"\u4e09\u7ea7\u76ee\u5f55":[99,100],"\u4e0a":72,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":98,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":28,"\u4e0a\u4f20\u65b9\u6cd5":47,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":99,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":67,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":86,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":28,"\u4e0a\u7f16\u8bd1\u5f88\u6162":71,"\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":64,"\u4e0a\u7f51":67,"\u4e0a\u8fd0\u884c":60,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":57,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":71,"\u4e0a\u8ff0\u7684":56,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":78,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":79,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":74,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":74,"\u4e0b":[74,92],"\u4e0b\u540c":57,"\u4e0b\u56fe\u4e2d\u5c31\u5c55\u793a\u4e86\u4e00\u4e9b\u5173\u4e8e\u5185\u5b58\u6570\u636e\u8fc1\u5f99\u548c\u8ba1\u7b97\u8d44\u6e90\u5229\u7528\u7387\u7684\u5efa\u8bae":78,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":92,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":98,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":93,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":73,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":21,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":69,"\u4e0b\u6587\u4f7f\u7528":86,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":85,"\u4e0b\u6b21":67,"\u4e0b\u7684":86,"\u4e0b\u7684\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":65,"\u4e0b\u8868\u5c55\u793a\u4e86batch":93,"\u4e0b\u8f7d":28,"\u4e0b\u8f7d\u5230\u672c\u5730":28,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":85,"\u4e0b\u8f7d\u6570\u636e\u96c6":92,"\u4e0b\u8f7draspberri":65,"\u4e0b\u8f7dwmt":100,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":78,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":74,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":97,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":74,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":75,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":84,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":35,"\u4e0b\u9762\u5217\u51fa\u4e86":70,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":73,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":86,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":92,"\u4e0b\u9762\u662f":74,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":92,"\u4e0b\u9762\u662f\u5bf9":74,"\u4e0b\u9762\u662fcifar":92,"\u4e0b\u9762\u7684\u4ee3\u7801\u5c06\u968f\u673a\u751f\u6210\u7684\u77e9\u9635\u8f6c\u5316\u4e3a\u53ef\u4ee5\u88abpaddlepaddle\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570":57,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":73,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":93,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":93,"\u4e0b\u9762\u7684\u547d\u4ee4\u628a\u5f53\u524d\u76ee\u5f55\u6302\u8f7d\u5230\u4e86\u5bb9\u5668\u4e2d\u7684":60,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":74,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":73,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":62,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":58,"\u4e0b\u9762\u89e3\u91ca\u4ee3\u7801\u4e2d\u4e00\u4e9b\u5173\u952e\u7684\u5730\u65b9":74,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":66,"\u4e0d":67,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":2,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":28,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":71,"\u4e0d\u4f1a\u518d\u4ece":55,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":71,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":34,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":73,"\u4e0d\u4f7f\u7528c":34,"\u4e0d\u4f7f\u7528swig":34,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":74,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":74,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":74,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":100,"\u4e0d\u540c":98,"\u4e0d\u540c\u4e3b\u673a":84,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":56,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":74,"\u4e0d\u540c\u4ea7\u54c1":99,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":81,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":93,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":70,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":34,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":55,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":86,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,62],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":84,"\u4e0d\u540c\u8bbe\u5907":74,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":34,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":69,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":69,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":67,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":84,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":75,"\u4e0d\u5728":35,"\u4e0d\u5bb9\u6613\u51fa\u9519":28,"\u4e0d\u5c11":67,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":34,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":34,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":69,"\u4e0d\u5fc5\u518d\u5c06\u4efb\u610f\u957f\u5ea6\u6e90\u8bed\u53e5\u4e2d\u7684\u6240\u6709\u4fe1\u606f\u538b\u7f29\u81f3\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf\u4e2d":100,"\u4e0d\u6307\u5b9a\u65f6":69,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":84,"\u4e0d\u652f\u6301":98,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,62],"\u4e0d\u662f\u771f\u6b63\u7684layer":56,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":56,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":34,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":72,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":21,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":2,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":74,"\u4e0d\u80fd\u592a\u968f\u610f":72,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":72,"\u4e0d\u8fc7":67,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":71,"\u4e0d\u8fdc":67,"\u4e0d\u9519":67,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":71,"\u4e0e":[74,86,91,100],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":28,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":47,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":67,"\u4e0e\u53ef\u80fd\u6709\u7684":47,"\u4e0e\u5728":98,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":57,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":79,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":86,"\u4e0e\u7ffb\u8bd1":100,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":99,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":100,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":55,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":96,"\u4e0ejob":86,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":74,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":74,"\u4e0etime":96,"\u4e14":67,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":72,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":34,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,62],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":84,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":67,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":35,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":99,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":34,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":34,"\u4e24":67,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":79,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":76,"\u4e24\u4e2a\u5d4c\u5957\u7684":69,"\u4e24\u4e2a\u64cd\u4f5c":78,"\u4e24\u4e2a\u6587\u4ef6\u5939":92,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":98,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":67,"\u4e24\u4e2a\u90e8\u5206":76,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":55,"\u4e24\u79cd\u7c7b\u522b":95,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":55,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":47,"\u4e2a":95,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":55,"\u4e2a\u5355\u8bcd":100,"\u4e2a\u6027\u5316\u63a8\u8350":[47,94],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":97,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":81,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":81,"\u4e2d":[34,35,55,73,74,75,86,92,95,97,98,99],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":72,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":91,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":100,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":100,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":55,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":67,"\u4e2d\u5199\u5165json\u5185\u5bb9":20,"\u4e2d\u5305\u542b\u4e00\u4e2aandroid\u7248\u672c\u7684\u5e93":64,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":65,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":95,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":100,"\u4e2d\u5305\u542bc":[64,65],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":72,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":72,"\u4e2d\u5b89\u88c5":79,"\u4e2d\u5b8c\u5168\u4e00\u81f4":34,"\u4e2d\u5b8c\u6210":99,"\u4e2d\u5b9a\u4e49":70,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":69,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":35,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":99,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":93,"\u4e2d\u6307\u5b9a":81,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":83,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":93,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":75,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":93,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":59,"\u4e2d\u6587\u6587\u6863":76,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":76,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":67,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":96,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":55,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":86,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":81,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":74,"\u4e2d\u7684":[75,93],"\u4e2d\u7684\u4e00\u884c":[2,72],"\u4e2d\u7684\u5185\u5bb9":98,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":72,"\u4e2d\u7684\u63a5\u53e3":97,"\u4e2d\u7684\u6570\u636e":93,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":97,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":93,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":99,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":97,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":100,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":84,"\u4e2d\u7684\u7b2ci\u884c":100,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":96,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":99,"\u4e2d\u83b7\u53d6":86,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":79,"\u4e2d\u8bbe\u7f6e":79,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":79,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":73,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":74,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":21,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":70,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":55,"\u4e3a":[2,64,65,70,74],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":74,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":99,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":72,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":73,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":60,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":99,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":84,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":73,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":28,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":71,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":69,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":60,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":72,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":79,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":35,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":79,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":[64,65],"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":78,"\u4e3a\u4e86\u8fd8\u539f":58,"\u4e3a\u4ec0\u4e48\u7528":71,"\u4e3a\u4f8b":[56,74,95],"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":79,"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":74,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":95,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":57,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":78,"\u4e3a\u60f3\u4fee\u6b63\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u4e8c\u8fdb\u5236\u6a21\u578b\u7684\u547d\u4ee4":91,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":79,"\u4e3a\u6b64":85,"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":74,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":73,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":79,"\u4e3aconst\u51fd\u6570":74,"\u4e3ajson\u6216yaml\u683c\u5f0f":97,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":73,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":81,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":28,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":62,"\u4e3b\u8981\u539f\u56e0":67,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":55,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":92,"\u4e3b\u8981\u7528\u4e8epython":74,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":95,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":57,"\u4e3e\u4f8b":55,"\u4e3e\u4f8b\u8bf4\u660e":67,"\u4e4b\u524d":72,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":95,"\u4e4b\u540e":[58,62,73],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":79,"\u4e4b\u540e\u4f7f\u7528":73,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":73,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":73,"\u4e4b\u540e\u5b9a\u4e49\u7684":92,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":35,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":71,"\u4e4b\u95f4\u7684\u8ddd\u79bb":58,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":69,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":73,"\u4e58\u9664\u7b49\u65f6\u5019":55,"\u4e5d\u4e2a":98,"\u4e5f":67,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":34,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":69,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":35,"\u4e5f\u4e0d\u751f\u6210":35,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":56,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":71,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":72,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":84,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":60,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":69,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":78,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":86,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":95,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":84,"\u4e5f\u53ef\u5199\u6210":74,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":[64,65],"\u4e5f\u5c31\u662f":72,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":95,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":71,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":72,"\u4e5f\u5c31\u662f\u8bf4":[81,83,91],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":97,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":86,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":78,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":67,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":84,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":69,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":52,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":95,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":92,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":34,"\u4e7e":67,"\u4e86":[67,71],"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":78,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":70,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":70,"\u4e8c\u7ea7\u76ee\u5f55":[99,100],"\u4e8c\u7ef4\u77e9\u9635":93,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":67,"\u4e8c\u8fdb\u5236":91,"\u4e92\u76f8\u901a\u4fe1":84,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":99,"\u4e94\u661f\u7ea7":67,"\u4e9a\u9a6c\u900a":99,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe":65,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":64,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":64,"\u4ea4\u53c9\u7f16\u8bd1raspberri":65,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":64,"\u4ea4\u901a":67,"\u4ea4\u901a\u4fbf\u5229":67,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[64,65],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":60,"\u4eba\u8138\u8bc6\u522b":21,"\u4ec0\u4e48":97,"\u4ec0\u4e48\u662f":71,"\u4ec5\u4ec5\u4f7f\u7528":34,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":99,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":97,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":97,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":99,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":73,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":73,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":86,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":64,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1raspberri":65,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":84,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":95,"\u4ece":[47,53,78,98],"\u4ece0\u5230num":81,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":69,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":78,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":58,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":99,"\u4ece\u5927\u5230\u5c0f":100,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":98,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":57,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":67,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":95,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":[64,65],"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":20,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":100,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":99,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":100,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":73,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":58,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":53,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":95,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8be5\u94fe\u63a5":100,"\u4ece\u8bed\u4e49\u4e0a\u770b":69,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":67,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":58,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":91,"\u4ececmake":64,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":20,"\u4ecestart":81,"\u4ecetest":100,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":72,"\u4ed4\u7ec6\u89c2\u5bdf":93,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":35,"\u4ed6\u4eec\u5206\u522b\u662f":67,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":71,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":67,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":93,"\u4ed6\u662f\u5c06":35,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":34,"\u4ee3\u66ff":86,"\u4ee3\u7801":97,"\u4ee3\u7801\u4e2d9":67,"\u4ee3\u7801\u5982\u4e0b":[55,56,57,70],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":72,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":34,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":74,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":86,"\u4ee3\u8868\u7f16\u53f7":97,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":21,"\u4ee3\u8868shard\u7684index":21,"\u4ee5":56,"\u4ee5\u4e0a":72,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":21,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":21,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u6309\u7167\u751f\u6210\u7684dockerfile\u628a\u751f\u6210\u7684\u7a0b\u5e8f\u62f7\u8d1d\u5230\u751f\u4ea7\u955c\u50cf\u4e2d\u5e76\u505a\u76f8\u5e94\u7684\u914d\u7f6e":60,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":60,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":60,"\u4ee5\u4e0b":[21,97],"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":70,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":71,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":96,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":60,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":72,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":95,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":79,"\u4ee5\u4e0b\u793a\u8303\u5982\u4f55\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u4e2d\u6587\u5b57\u5178\u548c\u8bcd\u5411\u91cf\u8fdb\u884c\u77ed\u8bed\u6539\u5199":91,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":79,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":60,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":57,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":28,"\u4ee5\u4fbf\u7528\u6237":79,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":73,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":73,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":71,"\u4ee5\u5206\u7c7b\u6765\u81ea":99,"\u4ee5\u53ca":[71,73],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":70,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":71,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":66,"\u4ee5\u53ca\u5728wmt":100,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":92,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":60,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":65,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":74,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":69,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":73,"\u4ee5\u53caandroid":64,"\u4ee5\u53caandroid\u6240\u9700":64,"\u4ee5\u53canumpi":21,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":97,"\u4ee5\u53carelu":73,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":[64,65],"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":1,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[64,65],"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":79,"\u4ee5\u8f93\u51fa":55,"\u4ee5\u9017\u53f7":91,"\u4ee5\u9017\u53f7\u95f4\u9694":81,"\u4ee5eigentensor\u4e3a\u4f8b":75,"\u4ee5embedding\u5c42\u4e3a\u4f8b":57,"\u4ee5lstm\u4e3a\u4f8b":56,"\u4ef7\u683c":67,"\u4efb\u52a1":97,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":79,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":67,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":20,"\u4f18\u5316":99,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":73,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":86,"\u4f1a\u5171\u4eab\u53c2\u6570":57,"\u4f1a\u5173\u8054\u53c2\u6570":56,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":81,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":67,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":86,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":76,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":55,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":69,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":34,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":69,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":55,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":69,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":2,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":55,"\u4f1a\u62a5\u9519":69,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":1,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":2,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":34,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":73,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":72,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":100,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":86,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":69,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":69,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":21,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":72,"\u4f20\u5165":[2,21],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":4,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":4,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":57,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":81,"\u4f46":35,"\u4f46\u4e0d\u66b4\u9732":35,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":73,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":81,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":67,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":67,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":58,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":69,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":59,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":47,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":67,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":55,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":47,"\u4f46\u662f":[55,67],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":60,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":79,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":35,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":80,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":67,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":60,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":72,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":59,"\u4f46\u662f\u662f\u8fd0\u884c\u5728\u72ec\u7acb\u7684\u8fdb\u7a0b\u7a7a\u95f4":60,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":83,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":55,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":71,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":34,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":100,"\u4f46\u662f\u9690\u85cf\u5c42\u4e2d\u7684\u6bcf\u4e2a\u666e\u901a\u8282\u70b9\u88ab\u4e00\u4e2a\u8bb0\u5fc6\u5355\u5143\u66ff\u6362":99,"\u4f46\u662fbatch":55,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,62],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,62],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":74,"\u4f46eigen":75,"\u4f4d\u7f6e":67,"\u4f4f":67,"\u4f53\u88c1\u5b57\u5178":97,"\u4f53\u88c1\u5b57\u6bb5":97,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":97,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":97,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":67,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":70,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":74,"\u4f5c\u4e3a\u53c2\u6570\u7684id":57,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":21,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":69,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":96,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":34,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":58,"\u4f5c\u4e3a\u8f93\u51fa":70,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":79,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":67,"\u4f5c\u5bb6":96,"\u4f5c\u7528":66,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":93,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":95,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":91,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":93,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":60,"\u4f60\u53ea\u9700\u5b8c\u6210":79,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":95,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":100,"\u4f60\u53ef\u4ee5\u4f7f\u7528":93,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":99,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":79,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":79,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":97,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":97,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":83,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":93,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":93,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":97,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":91,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":100,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":93,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":93,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":100,"\u4f60\u5c06\u5728\u76ee\u5f55":99,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":97,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":79,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":79,"\u4f60\u9700\u8981\u4e00\u4e9b\u66f4\u590d\u6742\u7684\u5355\u5143\u6d4b\u8bd5\u6765\u4fdd\u8bc1\u4f60\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42\u662f\u6b63\u786e\u7684":73,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":83,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":73,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":97,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":73,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":95,"\u4f7f\u5f97":58,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":100,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":52,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":73,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":58,"\u4f7f\u7528":[35,47,55,56,57,60,67,69,70,73,78,81,95,98,99],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":83,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":83,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":93,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":83,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":83,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":73,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":55,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":85,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":21,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":57,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":98,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":91,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":99,"\u4f7f\u7528\u52a8\u6001\u5e93":34,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":20,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":55,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":55,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":92,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":91,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":70,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":86,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":85,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":74,"\u4f7f\u7528\u6587\u6863":74,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":55,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":35,"\u4f7f\u7528\u6848\u4f8b":82,"\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":64,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":35,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":81,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":69,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":93,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":81,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":81,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":100,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":57,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":98,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":20,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":92,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":67,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":73,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":99,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":34,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":91,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":35,"\u4f7f\u7528c99\u505a\u63a5\u53e3":34,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":34,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":34,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":81,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":83,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":83,"\u4f7f\u7528cpu\u8bad\u7ec3":99,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":71,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":76,"\u4f7f\u7528init":83,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":67,"\u4f7f\u7528max":92,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":67,"\u4f7f\u7528model":83,"\u4f7f\u7528paddlepaddl":95,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":92,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":81,"\u4f7f\u7528regress":47,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":34,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":34,"\u4f7f\u7528void":34,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":57,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":92,"\u4f86":67,"\u4f8b\u5982":[2,21,34,35,47,55,56,59,62,67,70,73,78,79,80,81,83,86,93,95,97,99],"\u4f8b\u5982\u4e0a\u6587\u7684pod":84,"\u4f8b\u5982\u4e0a\u9762\u7684":58,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":79,"\u4f8b\u5982\u4f7f\u7528":55,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":34,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":34,"\u4f8b\u5982\u5bf9\u4e8epython":34,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":67,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":67,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":67,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":55,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":92,"\u4f8b\u5982c":34,"\u4f8b\u5982hostpath":84,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":34,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":86,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":34,"\u4f8b\u5982python\u7684":34,"\u4f8b\u5982sigmoid":73,"\u4f8b\u5982sigmoid\u53d8\u6362":95,"\u4f8b\u5b50\u4e2d\u662f":73,"\u4f8b\u5b50\u4e2d\u662f0":73,"\u4f8b\u5b50\u4e2d\u662f100":73,"\u4f8b\u5b50\u4e2d\u662f4096":73,"\u4f8b\u5b50\u4e2d\u662f8192":73,"\u4f8b\u5b50\u4e2d\u662ffc":73,"\u4f8b\u5b50\u4e2d\u662fsoftmax":73,"\u4f8b\u5b50\u4f7f\u7528":84,"\u4f9bpaddlepaddle\u52a0\u8f7d":81,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":99,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":74,"\u4f9d\u6b21\u7c7b\u63a8":47,"\u4f9d\u8d56\u4e8epython\u7684":92,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":84,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":84,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":60,"\u4fbf\u5229":67,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":67,"\u4fbf\u5b9c":67,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":34,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":81,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":100,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":57,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":81,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":81,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":93,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":72,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":79,"\u4fee\u590d\u6240\u6709bug\u540e":47,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":47,"\u4fee\u590dubuntu":47,"\u4fee\u6539":[84,85],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":85,"\u4fee\u6539\u6210":47,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":78,"\u4fee\u6539\u6587\u6863":77,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[67,72],"\u503c\u5f97\u6df1\u5165\u5206\u6790":78,"\u503c\u7c7b\u578b":83,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":57,"\u5047\u8bbe":73,"\u5047\u8bbe\u53d8\u91cf":58,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":60,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":73,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":55,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":91,"\u504f\u7f6e\u53c2\u6570":93,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":73,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":75,"\u505a\u53ea\u8bfb\u6302\u8f7d":21,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":47,"\u505a\u63a5\u53e3":34,"\u505a\u68af\u5ea6\u68c0\u6d4b":74,"\u505a\u68c0\u67e5":74,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":81,"\u505c\u7535":67,"\u50cf":60,"\u513f\u7ae5\u7247":96,"\u5143\u7d20":66,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":66,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":35,"\u5148\u627e\u51fa\u53c2\u6570":56,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":52,"\u5148\u8c03\u7528initializer\u51fd\u6570":95,"\u5168\u5bb6":67,"\u5168\u8fde\u63a5\u5c42":[58,91,92,97],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":73,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":97,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":93,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":73,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":73,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":73,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":73,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":98,"\u516c\u5f0f":60,"\u516c\u94a5\u5199\u5165":79,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":98,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":74,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":98,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":74,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":86,"\u5171\u670932":91,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":74,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":92,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":67,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":72,"\u5173\u4e8eeigen":75,"\u5173\u4e8elstm":56,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":86,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":62,"\u5173\u4e8eunbound":69,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":92,"\u5173\u952e\u8bcd\u5305\u62ec":72,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":92,"\u5176\u4e2d":[2,34,47,55,57,58,62,64,65,70,73,91,92,93],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":93,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":92,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":92,"\u5176\u4e2d\u5305\u542b6":96,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":92,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":99,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":98,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":100,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":95,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":1,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":66,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":100,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":100,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":2,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":100,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":93,"\u5176\u4e2dbeam":100,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":81,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":81,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":4,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":62,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":75,"\u5176\u4ed6":96,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":71,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":60,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":100,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":55,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":55,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":35,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":95,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":83,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":47,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[64,65],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":70,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":73,"\u5176\u4f59\u884c\u662f":91,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5177\u4f53\u8bf4\u660e\u4e86\u5b57\u6bb5\u7c7b\u578b\u548c\u6587\u4ef6\u540d\u79f0":97,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":84,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":95,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":95,"\u5176\u5b83layer\u7684\u8f93\u51fa":69,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":55,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":84,"\u5176\u6b21":[2,67,95],"\u5176\u76ee\u7684\u662f\u5728\u7ed9\u5b9a\u7684\u8f93\u5165\u53e5\u5b50\u4e2d\u53d1\u73b0\u6bcf\u4e2a\u8c13\u8bcd\u7684\u8c13\u8bcd\u8bba\u5143\u7ed3\u6784":98,"\u5176\u8bf4\u660e\u5982\u4e0b":67,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":100,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":70,"\u5176name\u7531\u53c2\u6570":56,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[35,55],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":71,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":35,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,55,73],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":69,"\u5177\u4f53\u5982\u4e0b":60,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":78,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":52,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":95,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":52,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":93,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,35,72],"\u5177\u4f53\u8bf7\u89c1":72,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":67,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":99,"\u5185":70,"\u5185\u5b58":78,"\u5185\u5b58\u4e0d\u8db3":53,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":81,"\u5185\u5bb9":[74,95],"\u5185\u5bb9\u5982\u4e0b":85,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":67,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":86,"\u5185\u90e8":86,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":34,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":97,"\u518d\u4ee5":74,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":57,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":34,"\u518d\u57fa\u4e8e":47,"\u518d\u5b89\u88c5":52,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":67,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":67,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":67,"\u518d\u6307\u5b9a":59,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":78,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":73,"\u518d\u901a\u8fc7\u51fd\u6570":86,"\u5192\u9669\u7247":96,"\u5197\u4f59\u7b49\u529f\u80fd":84,"\u5199\u4ee3\u7801":34,"\u5199\u5165\u5feb\u7167\u6570\u636e":20,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":100,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u662f\u4e00\u4e2a\u9a8c\u8bc1\u65b0\u5b9e\u73b0\u7684\u5c42\u662f\u5426\u6b63\u786e\u7684\u76f8\u5bf9\u7b80\u5355\u7684\u529e\u6cd5":73,"\u519c\u6c11":96,"\u51c6\u5907":67,"\u51c6\u5907\u597d\u6570\u636e":97,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":55,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":55,"\u51cf\u5c0fbatch":55,"\u51e0\u4e2a\u57fa\u7840\u7684\u6982\u5ff5\u5e2e\u52a9\u7406\u89e3\u548c\u4f7f\u7528docker":60,"\u51fa\u53bb\u73a9":67,"\u51fa\u5dee":67,"\u51fa\u6765":67,"\u51fa\u73b0":52,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":57,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":56,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":52,"\u51fd\u6570":[2,58,70,73,78,98,99],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":74,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":79,"\u51fd\u6570\u5047\u8bbe":70,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":78,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":21,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":69,"\u51fd\u6570\u540d\u4e3a":35,"\u51fd\u6570\u547d\u540d":34,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":74,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":73,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":73,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":69,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":73,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":78,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":4,"\u51fd\u6570\u7684":2,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":73,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":73,"\u51fd\u6570\u91cc\u5b9e\u73b0":74,"\u5206\u4e3a\u597d\u8bc4":95,"\u5206\u522b\u4e3a":91,"\u5206\u522b\u4e3atrain":100,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":69,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":67,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":100,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":69,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":58,"\u5206\u522b\u662f":66,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":70,"\u5206\u522b\u662fsentences\u548clabel":67,"\u5206\u522b\u662fwords\u548clabel":67,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":73,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":67,"\u5206\u5272":[96,98],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":97,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":20,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":84,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[47,72],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":47,"\u5206\u652f\u4e0a":72,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":72,"\u5206\u652f\u4e2d":47,"\u5206\u652f\u4e3a\u5f00\u53d1":47,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":47,"\u5206\u652f\u4e3a\u7a33\u5b9a":47,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":47,"\u5206\u652f\u5408\u5165":47,"\u5206\u652f\u5408\u5165master\u5206\u652f":47,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":47,"\u5206\u652f\u540d":72,"\u5206\u652f\u540d\u4e3a":47,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":47,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":47,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":74,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":47,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":47,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":64,"\u5206\u652f\u89c4\u8303":72,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":78,"\u5206\u7247":20,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":2,"\u5206\u7c7b\u8bef\u5dee\u662f0":99,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":93,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":91,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":91,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":91,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":81,"\u5206\u9694":[91,97],"\u5206\u9694\u7b26\u4e3a":96,"\u5207\u6362\u5230":72,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":72,"\u5217\u8868":97,"\u5217\u8868\u5982\u4e0b":[2,62],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":73,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":98,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":81,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":20,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":81,"\u5219\u5148\u505a\u5d4c\u5165":97,"\u5219\u53ef\u4ee5\u50cf":79,"\u5219\u53ef\u8bbe\u7f6e":[64,65],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":95,"\u5219\u5ffd\u7565":20,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":81,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":20,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":2,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":78,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":81,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5219\u8bbe\u7f6e\u6210":[64,65],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":55,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":20,"\u5219\u9700\u8981\u914d\u7f6e":84,"\u5219\u9700\u9009\u7528":65,"\u521b\u5efa\u4e00\u4e2akubernet":86,"\u521b\u5efa\u53cd\u5411op\u5bf9\u5e94\u7684\u524d\u5411op":74,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":60,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":72,"\u521b\u5efa\u6210\u529f\u540e":86,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":100,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":73,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":73,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":81,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":91,"\u521d\u59cb\u5316\u7236\u7c7b":73,"\u521d\u59cb\u5316biases_":73,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":69,"\u5220\u9664":72,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":20,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":55,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":95,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":55,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":97,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":99,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":69,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":95,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":84,"\u5229\u843d":67,"\u522b\u4eba\u5e2e\u4e86\u5fd9":72,"\u522b\u5fd8\u4e86":71,"\u5230":[20,52,70],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":79,"\u5230\u672c\u5730":72,"\u5230\u6b64":[60,74],"\u5230\u76ee\u524d\u4e3a\u6b62":98,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":86,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":60,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":60,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":86,"\u5237\u7259":67,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":86,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":100,"\u524d\u53f0":67,"\u524d\u5411\u4f20\u64ad":73,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":73,"\u524d\u5411\u548c\u540e\u5411":73,"\u524d\u5411op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":74,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":74,"\u524d\u5411operator\u5355\u6d4b":74,"\u524d\u8005\u5728":55,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":74,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":55,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":74,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":72,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":2,"\u529f\u80fd":28,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":47,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":73,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":95,"\u52a0\u5165":78,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":70,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":70,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":57,"\u52a0\u8f7d\u6570\u636e":98,"\u52a0\u8f7d\u6a21\u578b":98,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":100,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":57,"\u52a0\u8f7dtest":81,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":55,"\u52a8\u4f5c\u7247":96,"\u52a8\u6001\u5e93":34,"\u52a8\u753b\u7247":96,"\u52a8\u8bcd":98,"\u52a9\u624b":73,"\u5305\u542b12":99,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":91,"\u5305\u542b3\u4e2a\u5c5e\u6027":91,"\u5305\u542b50":99,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":35,"\u5305\u542b\u6240\u6709\u548c\u524d\u7aef\u7f51\u9875\u8bbe\u8ba1\u76f8\u5173\u7684\u6587\u4ef6":76,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":60,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":74,"\u5305\u62ec":[21,81,95,98,100],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":96,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":55,"\u5305\u62ec\u6570\u636e\u8f93\u5165":58,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":20,"\u5305\u62ec\u751f\u6210cpu":59,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":62,"\u5305\u62ec\u7b80\u5355\u7684":95,"\u5305\u62ecbool":83,"\u5305\u62eclinux":60,"\u5305\u7684\u65b9\u6cd5\u662f":52,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":67,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":67,"\u533b\u751f":96,"\u533b\u7597\u4fdd\u5065":96,"\u5341\u4e00":67,"\u5347\u5e8f\u6392\u5217":100,"\u534e\u6da6\u4e07\u5bb6":67,"\u534f\u540c\u5b8c\u6210releas":47,"\u5355\u4e2a\u503c":21,"\u5355\u4f4d\u662fmb":81,"\u5355\u5143\u6d4b\u8bd5":[71,75],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":52,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":74,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":71,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":80,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":67,"\u5355\u53cc\u5c42rnn":68,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":58,"\u5355\u5c42":69,"\u5355\u5c42\u4e0d\u7b49\u957frnn":67,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":67,"\u5355\u5c42\u5e8f\u5217":66,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":66,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":66,"\u5355\u5c42\u6216\u53cc\u5c42":66,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":67,"\u5355\u5c42rnn":[67,69],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":67,"\u5355\u673acpu\u8bad\u7ec3":55,"\u5355\u673agpu\u8bad\u7ec3":55,"\u5355\u6b65\u51fd\u6570":70,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":70,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":70,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":70,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":74,"\u5355\u70b9\u6545\u969c":20,"\u5355\u8fdb\u5355\u51fa":69,"\u5360\u4f4d\u7b26":91,"\u536b\u751f":67,"\u5373":[35,55,56,58,74,76,86,95,99],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":2,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":67,"\u5373\u4e0d\u5141\u8bb8\u5728":74,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":67,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":67,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":67,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":67,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":67,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":67,"\u5373\u4f7f\u7528":[35,56],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":81,"\u5373\u4f7fc":35,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":35,"\u5373\u4fbf\u662f":71,"\u5373\u4fbf\u8bbe\u7f6e":52,"\u5373\u4fbfpaddl":35,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":69,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":70,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":99,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":67,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":69,"\u5373\u53ef":[58,72],"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":55,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":67,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":55,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,62],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":35,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":95,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":67,"\u5373\u5f53\u524d\u65f6\u95f4\u6b65\u4e0b\u7684\u795e\u7ecf\u7f51\u7edc\u4f9d\u8d56\u524d\u4e00\u4e2a\u65f6\u95f4\u6b65\u795e\u7ecf\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u8f93\u51fa":67,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":75,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":58,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":69,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":67,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":66,"\u5373\u6574\u6570\u6570\u7ec4":67,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":67,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":67,"\u5373\u66b4\u9732":35,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":99,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":99,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":67,"\u5373\u7f51\u5361\u540d":86,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":55,"\u5373\u8bbe\u7f6e":55,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":34,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":57,"\u5373input":69,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":67,"\u5377\u79ef\u5c42":92,"\u5377\u79ef\u5c42\u6743\u91cd":93,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":92,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":92,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":92,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":92,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":95,"\u5378\u8f7dpaddlepaddle\u5305":52,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":75,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":67,"\u539f\u56e0":72,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":52,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":72,"\u53bb\u8fc7":67,"\u53c2\u6570":[2,6,7,8,9,10,11,12,14,34,55,71,73,80,86,91,93,99],"\u53c2\u6570\u4e3a":74,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":57,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":98,"\u53c2\u6570\u5373\u53ef":99,"\u53c2\u6570\u540d":93,"\u53c2\u6570\u6570\u91cf":95,"\u53c2\u6570\u670d\u52a1\u5668":80,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":81,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":81,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":81,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":81,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":81,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":55,"\u53c2\u6570\u6982\u8ff0":82,"\u53c2\u6570\u7684\u89e3\u6790":86,"\u53c2\u6570\u7ef4\u5ea6":91,"\u53c2\u6570\u884c":91,"\u53c2\u6570\u8bbe\u7f6e":54,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":67,"\u53c2\u6570\u8f93\u5165":55,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":70,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":72,"\u53c2\u8003":[28,34,84],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":78,"\u53c2\u8003\u6587\u732e":100,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":67,"\u53c2\u8003\u955c\u50cf\u7684":86,"\u53c8":67,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":66,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":55,"\u53ca":73,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":70,"\u53cc\u5411\u9a8c\u8bc1":28,"\u53cc\u5c42":69,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":67,"\u53cc\u5c42\u5e8f\u5217":66,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":66,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":67,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":66,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":69,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":66,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":66,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":66,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":67,"\u53cc\u5c42rnn":69,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":67,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":67,"\u53cc\u8fdb\u5355\u51fa":69,"\u53cc\u8fdb\u53cc\u51fa":69,"\u53cd\u4e4b\u5219":98,"\u53cd\u5411\u4f20\u64ad":73,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":73,"\u53cd\u5411\u5355\u5143\u6d4b\u8bd5\u51fd\u6570\u9700\u8981\u4ee5":74,"\u53cd\u5411op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":74,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":74,"\u53cd\u5411op\u7c7b":74,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":74,"\u53cd\u5411operator\u5355\u6d4b":74,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":74,"\u53d1\u5e03":60,"\u53d1\u5e03\u5230dockerhub":47,"\u53d1\u5e03\u5230github":47,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":55,"\u53d1\u884c\u548c\u7ef4\u62a4":72,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":81,"\u53d6\u503c\u76f8\u540c\u7684layer":56,"\u53d6\u51b3\u4e8e":74,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":59,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":59,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":59,"\u53d8\u6362\u77e9\u9635":73,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":67,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":96,"\u53e5\u5b50":99,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":98,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":95,"\u53e6\u4e00\u4e2a\u4f8b\u5b50\u662f\u901a\u8fc7\u5206\u6790\u6bcf\u65e5twitter\u535a\u5ba2\u7684\u6587\u672c\u5185\u5bb9\u6765\u9884\u6d4b\u80a1\u7968\u53d8\u52a8":99,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":60,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":78,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":60,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":55,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":60,"\u53e6\u4e00\u65b9\u9762":99,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":83,"\u53e6\u5916":[67,71],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":93,"\u53ea\u4f5c\u4e3aread":69,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":81,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":96,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":59,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":20,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":93,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":67,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":95,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u662f\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":60,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":35,"\u53ea\u6709":67,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":91,"\u53ea\u6709\u542b\u6709\u4eba":96,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":81,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":69,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":56,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":83,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":56,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":34,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":67,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":55,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":60,"\u53ea\u8bfbmemory\u8f93\u5165":69,"\u53ea\u9488\u5bf9\u5185\u5b58":55,"\u53ea\u9700\u4e2d\u65ad":79,"\u53ea\u9700\u4f7f\u7528":79,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":99,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":100,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":79,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":70,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":2,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":2,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":20,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":100,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":97,"\u53ea\u9700\u8981\u8fd0\u884c":97,"\u53ef\u4ee5":[67,72,79],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":60,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":57,"\u53ef\u4ee5\u4f7f\u7528":57,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":57,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":57,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":81,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":86,"\u53ef\u4ee5\u4f7f\u7528python\u7684":4,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":20,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":55,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":85,"\u53ef\u4ee5\u521b\u5efa\u975e":74,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":92,"\u53ef\u4ee5\u53c2\u8003":[67,70,71,72,84,86,100],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":53,"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":91,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":62,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":75,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":78,"\u53ef\u4ee5\u5728":60,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":34,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":86,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":98,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":98,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":72,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":84,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":75,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":84,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":69,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":74,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":78,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":71,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":60,"\u53ef\u4ee5\u6267\u884c":[52,60],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":76,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":71,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":21,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":67,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":99,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[66,69],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":69,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":73,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":69,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":69,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":81,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":20,"\u53ef\u4ee5\u67e5\u770b":86,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":85,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":83,"\u53ef\u4ee5\u7528":[28,71],"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":92,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":84,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":4,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":21,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":72,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":78,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":66,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":78,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":47,"\u53ef\u4ee5\u7f16\u5199":60,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":55,"\u53ef\u4ee5\u8054\u7cfbop":53,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":53,"\u53ef\u4ee5\u88c5\u7684\u662f":71,"\u53ef\u4ee5\u8bbe\u7f6e":[64,65,92],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":56,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":75,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":62,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":97,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":92,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":83,"\u53ef\u4ee5\u901a\u8fc7":[60,72,84],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":70,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":4,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":20,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":95,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":52,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":83,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":95,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":86,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":20,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":55,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":57,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":78,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":71,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":74,"\u53ef\u8bbe\u7f6e":64,"\u53ef\u9009":[2,73],"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":56,"\u53f3\u8fb9\u662f":93,"\u5403":67,"\u5403\u996d":67,"\u5404\u65b9\u9762":67,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":92,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":74,"\u5408":67,"\u5408\u5e76":100,"\u5408\u5e76\u6bcf\u4e2a":100,"\u5408\u7406":67,"\u540c\u65f6":[52,55,78],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":59,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":55,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":72,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":69,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":95,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":93,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":95,"\u540c\u65f6\u5176\u5185\u90e8\u5b9e\u73b0\u53ef\u4ee5\u907f\u514d\u7eafcpu\u7248\u672cpaddlepaddle\u5728\u6267\u884c\u672c\u8bed\u53e5\u65f6\u53d1\u751f\u5d29\u6e83":78,"\u540c\u65f6\u518d\u5c06":47,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":2,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":55,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":57,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":71,"\u540c\u65f6\u63d0\u8d77":47,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":83,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":55,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":55,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":4,"\u540c\u6837":62,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":81,"\u540c\u6837\u53ef\u4ee5\u6267\u884c":60,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":69,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":74,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":81,"\u540c\u7406":74,"\u540d\u5b57\u4fee\u9970":34,"\u540d\u79f0":95,"\u540e":[57,59,64,65,72,86,99],"\u540e\u5411\u4f20\u64ad":73,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":73,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":55,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":55,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":74,"\u540e\u8005\u7ee7\u627f\u81ea":74,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":99,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":20,"\u5411\u91cfenable_parallel_vector":80,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":47,"\u5417":71,"\u5426":59,"\u5426\u5219":[1,64,65,74,79,97],"\u5426\u5219\u4f1a\u628a":72,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":100,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":81,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":81,"\u5426\u5219\u4f7f\u7528gpu":83,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":70,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":34,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":79,"\u5426\u5b9a":98,"\u542b\u4e49":[93,99],"\u542b\u6709":96,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":73,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":73,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":73,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":20,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":86,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":81,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":81,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":81,"\u5440":67,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":97,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":97,"\u5468\u56f4":67,"\u547d\u4ee4":79,"\u547d\u4ee4\u4e3a":[52,85],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":85,"\u547d\u4ee4\u5220\u9664":[64,65],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":59,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":95,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":71,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":71,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":71,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":95,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":59,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":79,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":71,"\u547d\u540d\u4e3a":72,"\u547d\u540d\u7a7a\u95f4":84,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":84,"\u547d\u540d\u89c4\u8303":74,"\u547d\u540d\u8bf7\u9075\u5b88":74,"\u548c":[21,34,35,47,55,56,57,58,59,64,65,67,70,71,72,73,74,75,76,78,79,83,84,91,92,95,97,100],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":67,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,62],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":74,"\u548c\u4e2d\u6587\u6587\u6863":76,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":55,"\u548c\u504f\u7f6e\u5411\u91cf":73,"\u548c\u5185\u5b58":71,"\u548c\u533a\u57df\u6807\u8bb0":98,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":66,"\u548c\u56fd\u5185\u955c\u50cf":60,"\u548c\u5728":2,"\u548c\u5bf9\u8c61\u5b58\u50a8api":84,"\u548c\u5dee\u8bc4":95,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":66,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":70,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":71,"\u548c\u68af\u5ea6\u622a\u65ad":95,"\u548c\u6a21\u578b\u8def\u5f84":99,"\u548c\u771f\u5b9e":58,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":67,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":21,"\u548c\u7b2c6\u884c\u7684":100,"\u548c\u90e8\u5206layer":69,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":100,"\u548cargument":98,"\u548cpool":66,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":93,"\u54c1\u8d28":67,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":20,"\u54ea\u4e9b\u4e0d\u662f":67,"\u5546\u52a1":67,"\u554a":67,"\u559c\u5267\u7247":96,"\u5668":95,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,62],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":58,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":73,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":98,"\u56e0\u4e3a\u53c2\u6570":83,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":70,"\u56e0\u4e3a\u5b83\u6bd4":70,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":86,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":84,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":71,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":71,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":92,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":20,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":60,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":52,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":34,"\u56e0\u6b64":[1,2,67,69,73,74],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":67,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":91,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":96,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":75,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":75,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":92,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":67,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":73,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":80,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":93,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":52,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56e2\u8d2d\u7f51\u7ad9":99,"\u56fe":[93,99],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":99,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":99,"\u56fe\u50cf\u5206\u7c7b":[47,94],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":93,"\u56fe\u50cf\u63cf\u8ff0":100,"\u56fe\u7247\u5206\u4e3a10\u7c7b":92,"\u56fe\u7684\u5e95\u90e8\u662fword":99,"\u56fe\u8868":[60,99],"\u5728":[2,35,47,66,67,70,71,72,74,79,93,95,96,98],"\u57280":60,"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":20,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":85,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":73,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":98,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":81,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":21,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":67,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":74,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":85,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":95,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":92,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":84,"\u5728\u4e4b\u540e\u7684":55,"\u5728\u4efb\u610f\u957f\u5ea6\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u90fd\u53ef\u4ee5\u89c2\u5bdf\u5230\u5176\u6548\u679c\u7684\u63d0\u5347":100,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":99,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":62,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":47,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":73,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":75,"\u5728\u51c6\u5907\u53d1\u8d77":72,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":20,"\u5728\u51fd\u6570":86,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":81,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":81,"\u5728\u521b\u5efaparameters\u540e":57,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":67,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":81,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":81,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":67,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":55,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":67,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":84,"\u5728\u542f\u52a8job\u4e4b\u524d":86,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":72,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":81,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":62,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":62,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":35,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":56,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":86,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":86,"\u5728\u5c42\u4e2d\u6307\u5b9a":83,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":69,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":[21,92],"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":20,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":35,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":73,"\u5728\u5f97\u5230":86,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":20,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":20,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":70,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":99,"\u5728\u6267\u884c\u65f6":75,"\u5728\u63d0\u4ea4":72,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":62,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":95,"\u5728\u6587\u4ef6":97,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":99,"\u5728\u672c\u4f8b\u4e2d":[67,72,83],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":[70,92],"\u5728\u672c\u6587\u4e2d":79,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":79,"\u5728\u672c\u6587\u6863\u4e2d":28,"\u5728\u672c\u6f14\u793a\u4e2d":99,"\u5728\u672c\u793a\u4f8b\u4e2d":[67,99],"\u5728\u672c\u8282\u4e2d":70,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":21,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":81,"\u5728\u6837\u4f8b\u4e2d":35,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":79,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":95,"\u5728\u6b64":[80,83],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":95,"\u5728\u6b64\u611f\u8c22":91,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":70,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":67,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":70,"\u5728\u6bcf\u4e2apod\u4e0a\u90fd\u901a\u8fc7volume\u65b9\u5f0f\u6302\u8f7d\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u7684\u4e00\u4e2a\u76ee\u5f55\u7528\u4e8e\u4fdd\u5b58\u8bad\u7ec3\u6570\u636e\u548c\u8f93\u51fa\u7ed3\u679c":86,"\u5728\u6bcf\u8bad\u7ec3":97,"\u5728\u6d4b\u8bd5\u9636\u6bb5":81,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":93,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":72,"\u5728\u6f14\u793a\u4e2d":98,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":84,"\u5728\u751f\u6210\u65f6":70,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":100,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":100,"\u5728\u7528\u6237\u4f7f\u7528c":35,"\u5728\u7528\u6237\u6587\u4ef6user":97,"\u5728\u7528\u6237\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0":64,"\u5728\u7535\u5f71\u6587\u4ef6movi":97,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":57,"\u5728\u76f8\u5e94layer\u7684":56,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":100,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":100,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":100,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":100,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7b2c\u4e00\u884c\u4e2d\u6211\u4eec\u8f7d\u5165\u7528\u4e8e\u5b9a\u4e49\u7f51\u7edc\u7684\u51fd\u6570":92,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":21,"\u5728\u7ec4\u5408\u65f6":62,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[64,65],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":73,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":100,"\u5728\u811a\u672c":97,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":66,"\u5728\u8bad\u7ec3\u4e2d":70,"\u5728\u8bad\u7ec3\u4e4b\u524d":86,"\u5728\u8bad\u7ec3\u4e86":97,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":97,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":92,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":91,"\u5728\u8bad\u7ec3\u65f6":85,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[86,100],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":81,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[64,65],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":47,"\u5728\u8be5\u793a\u4f8b\u4e2d":57,"\u5728\u8be5\u914d\u7f6e\u76847":67,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":100,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":95,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":78,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":69,"\u5728\u8fd0\u884c":99,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":75,"\u5728\u8fd9\u4e2a":47,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":100,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[58,99],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[73,85],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":67,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":34,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":78,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":70,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":98,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":47,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":35,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":35,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":97,"\u5728\u8fd9\u4e9blayer\u4e2d":67,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":75,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":99,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":75,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[70,73],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":69,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":85,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":86,"\u5728\u8fd9\u91cc":69,"\u5728\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u5168\u8fde\u63a5\u5c42\u4f5c\u4e3a\u4f8b\u5b50\u6765\u5c55\u793a\u5b9e\u73b0\u65b0\u7f51\u7edc\u5c42\u6240\u9700\u8981\u7684\u56db\u4e2a\u6b65\u9aa4":73,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":75,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":75,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":62,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":93,"\u5728\u91c7\u7528sgd":57,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":83,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":55,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":99,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":99,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":64,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":64,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":84,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":52,"\u5728c":34,"\u5728c\u7684\u5934\u6587\u4ef6":34,"\u5728cub":92,"\u5728eigen\u4e2d":75,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":2,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":84,"\u5728linux\u4e0b":100,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":97,"\u5728movielen":97,"\u5728paddl":86,"\u5728paddle\u4e2d":83,"\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":21,"\u5728paddlepaddle\u4e2d":[62,69],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":56,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":56,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":67,"\u5728paddlepaddle\u91cc":58,"\u5728paramet":20,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":74,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":69,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":69,"\u5728trainer":83,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":67,"\u5730\u7406\u4f4d\u7f6e":67,"\u5730\u94c1\u7ad9":67,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":35,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":93,"\u5747\u5300\u5206\u5e03":57,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":81,"\u5747\u662f\u5728":35,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":67,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":67,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":69,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":97,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":28,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":4,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[3,95],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":63,"\u57fa\u672c\u76f8\u540c":91,"\u57fa\u7c7b":74,"\u586b\u5199":72,"\u589e\u52a0":74,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":85,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":74,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":83,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":73,"\u58f0\u660epython\u6570\u636e\u6e90":97,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":78,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":95,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":69,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":97,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":92,"\u5907\u6ce8":78,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":78,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":67,"\u5916\u5c42outer_step\u4e2d":67,"\u591a\u4e2a\u503c":21,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":55,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":55,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":95,"\u591a\u4e2aparamet":20,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":69,"\u591a\u673a\u8bad\u7ec3":55,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":69,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":99,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":73,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":73,"\u5927\u591a\u6570\u6210\u529f\u7684srl\u7cfb\u7edf\u662f\u5efa\u7acb\u5728\u67d0\u79cd\u5f62\u5f0f\u7684\u53e5\u6cd5\u5206\u6790\u7ed3\u679c\u4e4b\u4e0a\u7684":98,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":73,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":34,"\u5927\u5b66\u751f":96,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":71,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":60,"\u5927\u5c0f":79,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":55,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":71,"\u5929":67,"\u5929\u4e00\u5e7f\u573a":67,"\u5929\u4e00\u9601":67,"\u5929\u732b":99,"\u5934\u4fe1\u606f\u4e2d":57,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":73,"\u5934\u6587\u4ef6\u5982\u4e0b":73,"\u5947\u5e7b\u7247":96,"\u597d":67,"\u597d\u5403":67,"\u597d\u8bc4":95,"\u5982":[2,70,72,74,79,83],"\u59822":79,"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":75,"\u5982\u4e0b":[2,97,99],"\u5982\u4e0b\u56fe\u6240\u793a":[67,78,92],"\u5982\u4e0b\u6240\u793a":[83,93,97],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":95,"\u5982\u4f55":97,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":2,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":1,"\u5982\u4f55\u8d21\u732e":77,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":77,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":95,"\u5982\u4fe1\u606f\u63d0\u53d6":98,"\u5982\u56fe2\u6240\u793a":99,"\u5982\u56fe\u4e2dtrainer":20,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":99,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":100,"\u5982\u6709":74,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":73,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":20,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":93,"\u5982\u679c\u4e0d\u4e3a0":81,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u5207\u8bcd":95,"\u5982\u679c\u4e0d\u6536\u655b":57,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":97,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":81,"\u5982\u679c\u4e3afals":81,"\u5982\u679c\u4e3atrue":[2,81],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":59,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":72,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":81,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":99,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":70,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":99,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":83,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":81,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":100,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":99,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[64,65],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":70,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":92,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":73,"\u5982\u679c\u4f7f\u7528":[79,91],"\u5982\u679c\u4f7f\u7528nvidia":60,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":84,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":34,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":52,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":55,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":91,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":53,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":81,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":81,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":81,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":57,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":74,"\u5982\u679c\u5931\u8d25":47,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":20,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":98,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":55,"\u5982\u679c\u5df2\u5b89\u88c5":98,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":86,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":59,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":53,"\u5982\u679c\u60a8\u5728\u56fd\u5185":60,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":60,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":97,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":71,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":78,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":2,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":78,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":78,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":75,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":67,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":78,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":71,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":78,"\u5982\u679c\u6267\u884c\u5931\u8d25":84,"\u5982\u679c\u6267\u884c\u6210\u529f":93,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":55,"\u5982\u679c\u63d0\u793a\u6b63\u786e":76,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":53,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":99,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":84,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":21,"\u5982\u679c\u662f\u5e8f\u5217":97,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":69,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":69,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":72,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":47,"\u5982\u679c\u672a\u8bbe\u7f6e":81,"\u5982\u679c\u672a\u8bbe\u7f6egpu":83,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":35,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":35,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":35,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":78,"\u5982\u679c\u68c0\u67e5\u5230\u5206\u914d\u5728\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u53c2\u6570\u7684\u5206\u5e03\u4e0d\u5747\u5300\u6b21\u6570\u5927\u4e8echeck":81,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":69,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":100,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":72,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":81,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":20,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":71,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":2,"\u5982\u679c\u7528\u6237\u4e0d\u9700\u8981\u8bbf\u95eelstm\u7684\u4e2d\u95f4\u53d8\u91cf":56,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":91,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":57,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":34,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":71,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":78,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":79,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":52,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":52,"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":52,"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":71,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":73,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":70,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":47,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":99,"\u5982\u679c\u8981\u4f7f\u7528gpu":60,"\u5982\u679c\u8981\u542f\u7528gpu":79,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":72,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":72,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":57,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":97,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":57,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":81,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":72,"\u5982\u679c\u8bf4\u4e00\u4e2adocker\u955c\u50cf\u5c31\u662f\u4e00\u4e2a\u7a0b\u5e8f":60,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":34,"\u5982\u679c\u8f93\u51fa\u662fno":60,"\u5982\u679c\u8fd0\u884c":52,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[93,99],"\u5982\u679c\u8fd8\u4e0d\u884c":52,"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":79,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":60,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":73,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":73,"\u5982\u679cgpu":74,"\u5982\u679clearning_rate\u592a\u5927":57,"\u5982\u679clearning_rate\u592a\u5c0f":57,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0gpu":74,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":74,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":52,"\u5982\u679cparamet":20,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":72,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":55,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":72,"\u5982\u9ad8\u4eae\u90e8\u5206":78,"\u5b50":67,"\u5b50\u53e5":69,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":69,"\u5b50\u76ee\u5f55":71,"\u5b57\u5178":100,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":100,"\u5b57\u5178\u5171\u5305\u542b":91,"\u5b57\u5178\u6587\u4ef6":[98,99],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":91,"\u5b57\u5178imdb":99,"\u5b57\u6bb5\u4e2d":86,"\u5b57\u6bb5\u4e3a\u4f8b":55,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":86,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":86,"\u5b57\u7b26\u4e32":21,"\u5b58\u50a8":21,"\u5b58\u50a8\u5377":84,"\u5b58\u50a8\u5728\u8bb0\u5fc6\u5355\u5143\u533a\u5757\u7684\u5386\u53f2\u4fe1\u606f\u88ab\u66f4\u65b0\u7528\u6765\u8fed\u4ee3\u7684\u5b66\u4e60\u5355\u8bcd\u4ee5\u5408\u7406\u7684\u5e8f\u5217\u7a0b\u73b0":99,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":100,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":97,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":99,"\u5b66\u4e60":71,"\u5b66\u4e60\u6210\u672c\u9ad8":34,"\u5b66\u4e60\u7387\u4e3a":57,"\u5b66\u4e60\u7b97\u6cd5":58,"\u5b66\u672f":96,"\u5b81\u6ce2":67,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":99,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":58,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":21,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":79,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":2,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":93,"\u5b83\u5305\u542b\u4e86\u8fd9\u4e2a\u8f6f\u4ef6\u672c\u8eab\u548c\u5b83\u6240\u4f9d\u8d56\u7684\u8fd0\u884c\u73af\u5883":60,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":73,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":73,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u5305\u62ec\u4e86\u4e00\u4e2a\u53cc\u5411\u7684gru\u4f5c\u4e3a\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668":100,"\u5b83\u53eb\u505a":70,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":99,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":79,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":72,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":78,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":100,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":73,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":100,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b58\u50a8\u5f53\u524d\u8282\u70b9\u6240\u6709\u8bad\u7ec3":79,"\u5b83\u5b9a\u4e49\u4e86":70,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":58,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":70,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":79,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":100,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":93,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":100,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":56,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":73,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":67,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":67,"\u5b83\u6709\u52a9\u4e8e\u5e2e\u52a9\u9891\u7e41\u4fee\u6539\u548c\u8bbf\u95ee\u5de5\u4f5c\u533a\u6587\u4ef6\u7684\u7528\u6237\u51cf\u5c11\u8d1f\u62c5":79,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":100,"\u5b83\u7684":70,"\u5b83\u7684\u529f\u80fd\u662f":74,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":99,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":66,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":99,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":73,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":99,"\u5b83\u80fd\u591f\u4ece\u8bcd\u7ea7\u5230\u5177\u6709\u53ef\u53d8\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u4e0a\u4e0b\u6587\u7ea7\u522b\u6765\u603b\u7ed3\u8868\u793a":99,"\u5b83\u8868\u793a":71,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":58,"\u5b83\u8fd4\u56degen":100,"\u5b83\u8fd4\u56detrain":100,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":99,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":73,"\u5b89\u6392":67,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":63,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":35,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":76,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":71,"\u5b89\u88c5\u6587\u6863":62,"\u5b89\u88c5\u6d41\u7a0b":95,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":95,"\u5b89\u88c5pillow":92,"\u5b89\u9759":67,"\u5b8c\u6210":72,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":28,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":69,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":86,"\u5b8c\u6210\u5f00\u53d1":60,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":21,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":66,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":62,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":55,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":57,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":4,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":73,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":70,"\u5b98\u65b9\u6587\u6863":59,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":69,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":69,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":98,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":92,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":58,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":56,"\u5b9a\u4e49\u4f4d\u7f6e":74,"\u5b9a\u4e49\u5728\u5916\u5c42":69,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":81,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":58,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":70,"\u5b9a\u4e49\u7c7b\u578b":74,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":70,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":99,"\u5b9a\u4e49\u8f93\u5165":74,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":58,"\u5b9a\u4e49\u8f93\u51fa":74,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":70,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":70,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":62,"\u5b9e\u4f8b\u5982\u4e0b":98,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":67,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":73,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":70,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":73,"\u5b9e\u73b0\u5728":74,"\u5b9e\u73b0\u5bf9":75,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":74,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":73,"\u5b9e\u73b0\u7684":56,"\u5b9e\u73b0\u7b80\u5355":34,"\u5b9e\u73b0\u7ec6\u8282":73,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":73,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":73,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":69,"\u5b9e\u73b0\u8be5\u5c42\u7684c":73,"\u5b9e\u9645\u4e0a":60,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":56,"\u5b9e\u9645\u4e0a\u53ea\u6709":93,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":96,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":55,"\u5ba2\u6237":67,"\u5ba2\u6237\u670d\u52a1":96,"\u5bb6":67,"\u5bb9\u5668":[60,84],"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":84,"\u5bb9\u5668\u4f7f\u7528":60,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":86,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":55,"\u5bbf\u4e3b\u673a\u662flinux":65,"\u5bbf\u4e3b\u673a\u7684c":[64,65],"\u5bbf\u4e3b\u673a\u76ee\u5f55":84,"\u5bc4\u5b58\u5668\u4f7f\u7528\u60c5\u51b5\u548c\u5171\u4eab\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u80fd\u8ba9\u6211\u4eec\u5bf9gpu\u7684\u6574\u4f53\u4f7f\u7528\u6709\u66f4\u597d\u7684\u7406\u89e3":78,"\u5bf9":67,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,62],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,62],"\u5bf9\u4e8e":70,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":34,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":67,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":71,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":67,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":67,"\u5bf9\u4e8e\u53cc\u5c42rnn":67,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":34,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":67,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":34,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":34,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":73,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":100,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":67,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":67,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":97,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":35,"\u5bf9\u4e8e\u6bcf\u79cdc":35,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":95,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":70,"\u5bf9\u4e8eamazon":95,"\u5bf9\u4e8erasspberri":65,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":78,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":73,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":57,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":92,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":72,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":69,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":69,"\u5bf9\u5e94\u4e8e\u5b57\u5178":91,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":74,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":100,"\u5bf9\u6574\u4e2a\u65b0\u5411\u91cf\u96c6\u5408\u7684\u6bcf\u4e00\u4e2a\u7ef4\u5ea6\u53d6\u6700\u5927\u503c\u6765\u8868\u793a\u6700\u540e\u7684\u53e5\u5b50":95,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":99,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":100,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":73,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":73,"\u5bf9\u6bd4":34,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":74,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":73,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":72,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":72,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":95,"\u5bf9\u8c61":57,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":97,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":35,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":69,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":47,"\u5bf9\u9762":67,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,62],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":35,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":55,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":55,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":55,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":52,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":57,"\u5c01\u88c5\u4e86":78,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":73,"\u5c06":[2,47,57,78,95],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":20,"\u5c06\u4e0a\u4e00\u65f6\u95f4\u6b65\u6240\u751f\u6210\u7684\u8bcd\u7684\u5411\u91cf\u6765\u4f5c\u4e3a\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u5165":70,"\u5c06\u4e3b\u673a\u4e0a\u7684\u6587\u4ef6\u6216\u76ee\u5f55\u6302\u8f7d\u5230":60,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":97,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":64,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":81,"\u5c06\u5176\u8bbe\u7f6e\u6210":55,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":67,"\u5c06\u542b\u6709\u5b50\u53e5":69,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":69,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":92,"\u5c06\u5728":92,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":79,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":84,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":67,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":81,"\u5c06\u5927\u91cf\u7684":34,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":57,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":70,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":91,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":92,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":47,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":73,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":97,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":57,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":72,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":2,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":86,"\u5c06\u6bcf\u4e2a\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6\u5408\u5e76\u4e3a\u4e00\u4e2a\u6587\u4ef6":100,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":86,"\u5c06\u7528\u4e8epython":74,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":86,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":91,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":86,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":95,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":79,"\u5c06\u8fd9\u79cd\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u8fde\u63a5\u7528\u4e00\u4e2a\u7279\u6b8a\u7684\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5b9e\u73b0":67,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":72,"\u5c06\u900f\u660e":79,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":55,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":86,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":47,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":57,"\u5c06recurr":56,"\u5c11\u4e8e5":79,"\u5c1a\u53ef":67,"\u5c31":67,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":60,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":84,"\u5c31\u53ef\u4ee5\u6309":71,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":55,"\u5c31\u662f":67,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":58,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":78,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":95,"\u5c31\u8fd9\u4e48\u7b80\u5355":60,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":78,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":34,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":60,"\u5c3a\u5bf8":93,"\u5c3d\u65e9\u62a5\u9519":74,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":92,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":98,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":73,"\u5c42\u6743\u91cd":93,"\u5c42\u6b21\u5316\u7684rnn":69,"\u5c42\u7279\u5f81":93,"\u5c42\u7684\u540d\u79f0\u4e0e":70,"\u5c42\u7684\u5927\u5c0f":73,"\u5c42\u7684\u7279\u5f81":93,"\u5c42\u7684\u7c7b\u578b":73,"\u5c42\u7684\u8f93\u5165":98,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":98,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":70,"\u5c42\u7ec4\u6210\u4e00\u5bf9":98,"\u5c45\u7136":67,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":100,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":95,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":97,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":56,"\u5c5e\u6027":[74,98],"\u5d4c\u5165\u5c42":97,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":97,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":97,"\u5de5\u4f5c\u6a21\u5f0f":81,"\u5de5\u4f5c\u7a7a\u95f4":79,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":79,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":79,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":79,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":79,"\u5de5\u5177":99,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":99,"\u5de5\u5177\u6765\u7ba1\u7406":72,"\u5de5\u5177\u94fe\u7684android":64,"\u5de5\u7a0b\u5e08":96,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":93,"\u5de6\u8fb9\u662f":93,"\u5dee\u8bc4":95,"\u5df2\u6253\u5f00":72,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":81,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":79,"\u5e02\u573a":96,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":78,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":97,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":74,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":69,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":69,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":66,"\u5e38\u5e38\u51fa\u73b0":52,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":95,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":84,"\u5e72\u51c0":67,"\u5e73\u53f0\u4e3a\u60f3\u89c2\u6d4b\u8bcd\u5411\u91cf\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u6587\u672c\u6a21\u578b\u7684\u529f\u80fd":91,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":20,"\u5e73\u5747\u6545\u969c\u7387":20,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":92,"\u5e74\u9f84":96,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":96,"\u5e74\u9f84\u548c\u804c\u4e1a":97,"\u5e76\u4e0d\u4fdd\u8bc1":73,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":67,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":86,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":67,"\u5e76\u4e0d\u96be":71,"\u5e76\u4e14":[2,70],"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":75,"\u5e76\u4e14\u4f7f\u7528":35,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":67,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":100,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":83,"\u5e76\u4e14\u5305\u62ecunit":72,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":93,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":55,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":58,"\u5e76\u4e14\u542f\u52a8\u540e\u6267\u884c":60,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":86,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":2,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":34,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":95,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":1,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":93,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":97,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":100,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":62,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":71,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":28,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":28,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":52,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":99,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":74,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":72,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":34,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":74,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":72,"\u5e76\u4e14\u8fd0\u884c":71,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":100,"\u5e76\u4e14\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u7684\u6240\u6709\u8282\u70b9\u5c06\u5728\u6b63\u5e38\u60c5\u51b5\u4e0b\u5904\u7406\u5177\u6709\u76f8\u540c\u903b\u8f91\u4ee3\u7801\u7684\u6587\u4ef6":79,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":73,"\u5e76\u4e14cpu":74,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":57,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":98,"\u5e76\u4f7f\u7528\u4e86dropout":95,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":92,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":72,"\u5e76\u521b\u5efaoptim":62,"\u5e76\u521d\u59cb\u5316":74,"\u5e76\u5220\u9664":47,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":20,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":20,"\u5e76\u53d1\u5e03\u5230pypi":47,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":73,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":70,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":60,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":73,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":56,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":21,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":74,"\u5e76\u5b89\u88c5\u4e86python":52,"\u5e76\u5b9a\u4e49\u5143\u7c7b":74,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":52,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":73,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":70,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":100,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":100,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":58,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":56,"\u5e76\u5c06c":35,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":100,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":99,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":20,"\u5e76\u6307\u5b9abatch":100,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":53,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":99,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":34,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":74,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":74,"\u5e76\u7531":98,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":92,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":91,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[64,65],"\u5e76\u88ab\u53cd\u5411\u5904\u7406":98,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":21,"\u5e76\u89c2\u5bdf\u7ed3\u679c":78,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":74,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":72,"\u5e76\u8bbe\u7f6e":79,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":62,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":47,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":95,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":47,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":74,"\u5e8a\u4e0a\u7528\u54c1":67,"\u5e8a\u57ab":67,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":66,"\u5e8f\u5217\u5230\u5e8f\u5217":100,"\u5e8f\u5217\u6570\u636e\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u9762\u5bf9\u7684\u4e00\u79cd\u4e3b\u8981\u8f93\u5165\u6570\u636e\u7c7b\u578b":69,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":66,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":69,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":69,"\u5e8f\u5217\u7684\u5f00\u59cb":100,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":66,"\u5e8f\u5217\u7684\u7ed3\u5c3e":100,"\u5e8f\u5217\u7684\u7ed3\u675f":100,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":55,"\u5e93":79,"\u5e93\u7684\u8def\u5f84":79,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":70,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":70,"\u5e94\u7528\u6a21\u578b":95,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":72,"\u5e94\u8be5":67,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":70,"\u5e94\u8be5\u8bf4\u8c22\u8c22":72,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":71,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":57,"\u5e95\u5c42\u8fdb\u7a0b":79,"\u5efa\u7acb\u4e00\u4e2a":72,"\u5efa\u8bae":[47,72],"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":79,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":81,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":35,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":72,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":60,"\u5f00\u53d1\u8005\u4f7f\u7528":71,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":47,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":47,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":47,"\u5f00\u53d1\u955c\u50cf":[60,72],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":60,"\u5f00\u5934":74,"\u5f00\u59cb":58,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":20,"\u5f00\u59cb\u6807\u8bb0":70,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":95,"\u5f00\u59cb\u9636\u6bb5":78,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":80,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":99,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":12,"\u5f15\u5bfc\u5c42":70,"\u5f15\u7528":79,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":69,"\u5f3a\u70c8\u63a8\u8350":67,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":97,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":70,"\u5f53":83,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":99,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":73,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":57,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":2,"\u5f53\u524d\u5355\u8bcd\u5728\u76f8\u6bd4\u4e4b\u4e0b\u603b\u662f\u88ab\u5f53\u4f5c\u771f\u503c":100,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":100,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":70,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":57,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":73,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":67,"\u5f53\u524d\u8bc4\u4f30\u4e2d":100,"\u5f53\u524dbatch\u7684cost":100,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":95,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":95,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":47,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":81,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":81,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":84,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":57,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":57,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":57,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":57,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":57,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":57,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":86,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":81,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":95,"\u5f53\u6a21\u5f0f\u4e3a":81,"\u5f53\u7136":78,"\u5f53\u7136\u53ef\u4ee5":71,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":35,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":56,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":73,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":70,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":81,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":83,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":75,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":100,"\u5f53classif":100,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":28,"\u5f53n1":55,"\u5f62\u6210recurr":69,"\u5f62\u6210recurrent\u8fde\u63a5":69,"\u5f62\u72b6":93,"\u5f88":[67,95],"\u5f88\u591a":[67,71],"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":60,"\u5f88\u5b89\u9759":67,"\u5f88\u5e72\u51c0":67,"\u5f88\u65b9\u4fbf":67,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":78,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":53,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":92,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":34,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f8b\u5e08":96,"\u5f97":67,"\u5f97\u4f7f\u7528":34,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":95,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":97,"\u5f97\u5230\u8f93\u51fa\u503c":74,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":69,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":70,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":70,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":70,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":70,"\u5faa\u73af\u7f51\u7edc\u4ece":70,"\u5fc5\u8981":35,"\u5fc5\u987b":73,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":67,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":69,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":69,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":66,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":70,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":64,"\u5fc5\u987b\u914d\u7f6e\u4e3a":65,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":99,"\u5feb":[67,99],"\u5feb\u901f\u5165\u95e8":94,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":84,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":84,"\u6027\u4ef7\u6bd4":67,"\u6027\u522b":[96,97],"\u6027\u80fd\u5206\u6790":78,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":78,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":78,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":71,"\u6027\u80fd\u8c03\u4f18":80,"\u603b\u4f53\u6765\u8bf4":67,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":91,"\u603b\u8bc4\u520610\u5206":99,"\u6050\u6016\u7247":96,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":78,"\u60a8\u53ef\u4ee5\u4efb\u610f\u4f7f\u7528\u4e00\u4e2a\u6216\u4e24\u4e2a\u6765\u5bf9\u611f\u5174\u8da3\u7684\u4ee3\u7801\u6bb5\u505a\u6027\u80fd\u5206\u6790":78,"\u60a8\u53ef\u4ee5\u5bfc\u5165":78,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":78,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":70,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":78,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":78,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":78,"\u60a8\u9700\u8981\u66f4\u6539":60,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":78,"\u60ac\u7591\u7247":96,"\u60c5\u6001\u52a8\u8bcd":98,"\u60c5\u611f\u5206\u6790":[47,94],"\u60c5\u611f\u5206\u6790\u4e5f\u5e38\u7528\u4e8e\u57fa\u4e8e\u5927\u91cf\u8bc4\u8bba\u548c\u4e2a\u4eba\u535a\u5ba2\u6765\u76d1\u63a7\u793e\u4f1a\u5a92\u4f53":99,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":99,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":99,"\u60ca\u9669\u7535\u5f71":96,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":99,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":70,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":81,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":81,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":81,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":81,"\u611f\u89c9":67,"\u620f\u5267":96,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":86,"\u6210\u5458":74,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":73,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":78,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":35,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":62,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":97,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":73,"\u6211\u4eec\u4ec5\u7528":97,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":85,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":86,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":95,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":100,"\u6211\u4eec\u4f1a\u5728":60,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":73,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":73,"\u6211\u4eec\u4f7f\u7528":[73,79,99],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":62,"\u6211\u4eec\u4f7f\u7528\u4e86":67,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":100,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":99,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":100,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":34,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":98,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":100,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":93,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":83,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":58,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":58,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":75,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":92,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":62,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":99,"\u6211\u4eec\u53ea\u6240\u4ee5\u4f7f\u7528lstm\u6765\u6267\u884c\u8fd9\u4e2a\u4efb\u52a1\u662f\u56e0\u4e3a\u5176\u6539\u8fdb\u7684\u8bbe\u8ba1\u5e76\u4e14\u5177\u6709\u95e8\u673a\u5236":99,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":85,"\u6211\u4eec\u53ea\u9700\u8981":71,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":67,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":95,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":72,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":71,"\u6211\u4eec\u53ef\u4ee5":71,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":92,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":62,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":70,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":62,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":75,"\u6211\u4eec\u53ef\u4ee5\u5728":72,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":62,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":62,"\u6211\u4eec\u53ef\u4ee5\u5c06":79,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":66,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":97,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":58,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":99,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":69,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":100,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":100,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":100,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":92,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":86,"\u6211\u4eec\u5728":75,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":100,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":70,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":100,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":100,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":95,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":70,"\u6211\u4eec\u5c06":[86,97],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":67,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":85,"\u6211\u4eec\u5c06\u4ee5":[79,95],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":95,"\u6211\u4eec\u5c06\u4f7f\u7528":70,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":70,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":92,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":67,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":95,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":80,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":95,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":79,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":97,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":79,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":92,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":95,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":95,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":72,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":58,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":70,"\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u68c0\u9a8c\u6a21\u578b\u7684\u597d\u574f":58,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":92,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":73,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":73,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":56,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":95,"\u6211\u4eec\u611f\u8c22":100,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":60,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":60,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":59,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":99,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":21,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":99,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":93,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":60,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":99,"\u6211\u4eec\u63d0\u4f9b\u4e86c":93,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":60,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":28,"\u6211\u4eec\u65e0\u6cd5\u5728docker\u5bb9\u5668\u4e2d":60,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":67,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":34,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":70,"\u6211\u4eec\u7528":96,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":97,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":97,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":58,"\u6211\u4eec\u7684":71,"\u6211\u4eec\u7684\u5b57\u5178\u4f7f\u7528\u5185\u90e8\u7684\u5206\u8bcd\u5de5\u5177\u5bf9\u767e\u5ea6\u77e5\u9053\u548c\u767e\u5ea6\u767e\u79d1\u7684\u8bed\u6599\u8fdb\u884c\u5206\u8bcd\u540e\u4ea7\u751f":91,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":72,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":98,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":67,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":67,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":99,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":72,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":66,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":28,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":75,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":85,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":70,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":67,"\u6211\u4eec\u9009\u62e9":21,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":74,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":79,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":67,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":86,"\u6211\u4eec\u9075\u5faa":100,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":21,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":98,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":95,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":60,"\u6211\u4eec\u9700\u8981":71,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":92,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":75,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":100,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":85,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":79,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":75,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":73,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":97,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":99,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":97,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":91,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":97,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":62,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":99,"\u6211\u5220\u9664\u4e86":72,"\u6211\u53ef\u4ee5\u7528":71,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":71,"\u6216":[2,78,92,98],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":66,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":66,"\u6216\u4e00\u4e2a\u5411\u91cf":69,"\u6216\u4e0d\u786e\u5b9a":96,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":66,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":97,"\u6216\u6700\u5927\u503c":66,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":66,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":66,"\u6216\u8005":[34,35,55,60,66,67,71,74,78],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":69,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[66,69],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":78,"\u6216\u8005\u53cd\u5411\u5730\u4ece":70,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":81,"\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":20,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":80,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":67,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":66,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":99,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":78,"\u6216\u8005\u66f4\u65e9":57,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":67,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":21,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":21,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":93,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":55,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[64,65],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":55,"\u6216\u8005\u8fd0\u884c":52,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":83,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":60,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216gpu":81,"\u6216gpu\u4e2a\u6570":99,"\u6218\u4e89\u7247":96,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":55,"\u623f":67,"\u623f\u95f4":67,"\u6240\u4ee5":[2,55],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":4,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":56,"\u6240\u4ee5\u4f60\u53ea\u7528\u6309\u4e0b\u9762\u7684\u7ed3\u6784\u6765\u7ec4\u7ec7\u6570\u6910\u5c31\u884c\u4e86":99,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":55,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":58,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":85,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":20,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":67,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":60,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":84,"\u6240\u4ee5\u5bf9":67,"\u6240\u4ee5\u5f88\u591a\u65f6\u5019\u4f60\u9700\u8981\u505a\u7684\u53ea\u662f\u5b9a\u4e49\u6b63\u786e\u7684\u7f51\u7edc\u5c42\u5e76\u628a\u5b83\u4eec\u8fde\u63a5\u8d77\u6765":58,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":78,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":85,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":86,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":67,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u653e\u4e00\u4e2a\u7a7a\u5217\u8868":58,"\u6240\u4ee5\u65e0\u9700\u5224\u65adavx\u5373\u53ef\u4f7f\u7528":60,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":28,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":56,"\u6240\u4ee5\u8bad\u7ec3":79,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":73,"\u6240\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":65,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":67,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":35,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":72,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":81,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":99,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":79,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":79,"\u6240\u6709\u67b6\u6784":64,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":99,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":60,"\u6240\u6709\u7684":[72,73],"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":96,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":73,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":35,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":67,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":96,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":96,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":96,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":73,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":73,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":35,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":73,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":79,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":70,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":95,"\u6240\u6784\u5efa\u7f51\u7edc\u7ed3\u6784\u7684\u7684\u6df1\u5ea6\u6bd4\u4e4b\u524d\u4f7f\u7528\u7684\u7f51\u7edc\u6709\u5927\u5e45\u5ea6\u7684\u63d0\u9ad8":93,"\u6240\u793a":98,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":64,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":34,"\u624b\u5de5\u827a\u8005":96,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":67,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":60,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":78,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":97,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":59,"\u6253\u5f00":78,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":76,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":35,"\u6267\u884c":[98,99],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":99,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":74,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[64,65],"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":70,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[64,65],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":78,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":93,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":84,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":97,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":98,"\u6279\u6b21\u7684\u6570\u636e":97,"\u627e\u5230":70,"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":53,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":78,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":78,"\u6280\u672f\u5458":96,"\u628a":[21,73],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":21,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":75,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":71,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":99,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":60,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":85,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":71,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":99,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":70,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":70,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":91,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":91,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":100,"\u62c6\u89e3":69,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":67,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":86,"\u62fc\u63a5":55,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":95,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":60,"\u6302\u8f7dvolum":60,"\u6307\u5411\u4e00\u4e2alayer":69,"\u6307\u5b9a":[55,56,69,70],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":81,"\u6307\u5b9a\u4f7f\u75282":55,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":95,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":74,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":81,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":74,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":93,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":93,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":93,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":93,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":74,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":95,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":100,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":95,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":69,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":55,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":95,"\u6307\u5b9abatch":100,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":81,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":67,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":20,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":81,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":81,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":81,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":81,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":81,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":81,"\u6307\u793a\u662f\u5426\u68c0\u67e5\u6240\u6709\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u7684\u5206\u5e03\u662f\u5747\u5300\u7684":81,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":98,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":98,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":81,"\u6309\u7167":65,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":86,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":71,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":56,"\u6309\u94ae":72,"\u633a":67,"\u633a\u597d":67,"\u6355\u83b7":95,"\u6362":67,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":66,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":62,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":62,"\u63a5\u4e0b\u6765":[74,95,99],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":78,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":78,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":72,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":72,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":95,"\u63a5\u4e0b\u6765\u7b49\u5f85":72,"\u63a5\u53d7":98,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":74,"\u63a5\u53d7\u7684\u4e1c\u897f":98,"\u63a5\u53d7\u8005":98,"\u63a5\u53e3":[34,35,74,75],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":75,"\u63a5\u53e3\u540d\u79f0":79,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":35,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":93,"\u63a5\u53e3\u662f":21,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":75,"\u63a5\u53e3\u6709\u4e00\u4e2a":55,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":95,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":93,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":93,"\u63a5\u53e3\u7684":55,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":28,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":60,"\u63a7\u5236":81,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":58,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":60,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":60,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":60,"\u63a7\u5236\u7528\u6237\u6743\u9650":21,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":73,"\u63a8\u8350":67,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u56fd\u5185\u7528\u6237\u4f7f\u7528docker":60,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":59,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u8350\u7cfb\u7edf":79,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":72,"\u63a8\u9500\u5458":96,"\u63cf\u8ff0":59,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":71,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":95,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":74,"\u63cf\u8ff0\u95ee\u9898":72,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":84,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":76,"\u63d0\u4ea4pull":72,"\u63d0\u4f9b":79,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":28,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":86,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":79,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":79,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":79,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":28,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":66,"\u63d0\u4f9b\u6700\u65b0":60,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":28,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":21,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":79,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":91,"\u63d0\u793a":52,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":62,"\u64cd\u4f5c":67,"\u64cd\u4f5c\u7cfb\u7edf":71,"\u64cd\u6301\u5bb6\u52a1\u8005":96,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[68,69],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":28,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":64,"\u652f\u6301rbd":84,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":86,"\u653e\u5fc3":67,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":67,"\u6548\u679c\u603b\u7ed3":95,"\u6559\u7a0b\u6587\u6863\u5230":79,"\u6559\u80b2\u5de5\u4f5c\u8005":96,"\u6570":[69,98],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":69,"\u6570\u636e":[28,100],"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":92,"\u6570\u636e\u4e2d0":57,"\u6570\u636e\u5217\u8868":93,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":91,"\u6570\u636e\u5c42":[58,97],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":79,"\u6570\u636e\u63d0\u4f9b\u5668":80,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":97,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":97,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":79,"\u6570\u636e\u7c7b\u578b":4,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":2,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":34,"\u6570\u636e\u8f93\u5165":69,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":2,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":28,"\u6570\u636e\u96c6":96,"\u6570\u636e\u96c6\u63cf\u8ff0":97,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":100,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":21,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":21,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":95,"\u6570\u636e\u9884\u6d4b":98,"\u6570\u6910\u5b9a\u4e49":99,"\u6570\u6910\u8bf4\u660e\u6587\u6863":99,"\u6570\u6910\u96c6\u548c":99,"\u6570\u76ee":83,"\u6574\u4f53":67,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":67,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":86,"\u6574\u6570":73,"\u6574\u6570\u6807\u7b7e":[2,62],"\u6574\u6d01":67,"\u6587\u4e66\u5de5\u4f5c":96,"\u6587\u4ef6":[34,71,72,74,85,98],"\u6587\u4ef6\u4e2d":[74,86,93,96,98],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":93,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":93,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":74,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":74,"\u6587\u4ef6\u4e2d\u6ce8\u518cgpu":74,"\u6587\u4ef6\u4e2d\u7684":93,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":100,"\u6587\u4ef6\u4e3a":[55,100],"\u6587\u4ef6\u4e4b\u5916":72,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":93,"\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":28,"\u6587\u4ef6\u5185\u5bb9\u4e3a":34,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":97,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":20,"\u6587\u4ef6\u540d\u79f0\u4e3a":97,"\u6587\u4ef6\u547d\u540d\u4ee5":74,"\u6587\u4ef6\u59390":86,"\u6587\u4ef6\u5939\u4e0b":76,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":100,"\u6587\u4ef6\u5bf9\u5e94\u7684data":21,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":28,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":97,"\u6587\u4ef6\u7684\u6539\u53d8":72,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":97,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":92,"\u6587\u4ef6\u7cfb\u7edf\u4ee5\u53ca\u7f51\u7edc\u4e4b\u4e0a":60,"\u6587\u4ef6\u7d22\u5f15":79,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":95,"\u6587\u4ef6model":83,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":60,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":95,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":95,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":95,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":97,"\u6587\u672c\u6295\u5f71\u5c42":97,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":99,"\u6587\u6863":52,"\u6587\u68631":75,"\u6587\u68632":75,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":60,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":98,"\u6587\u6863\u8f83\u5c11":75,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":76,"\u6587\u7ae0":86,"\u65b0":67,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":73,"\u65b0\u624b\u5165\u95e8":89,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":47,"\u65b9\u4fbf":67,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":59,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":60,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":47,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":28,"\u65b9\u5f0f1":55,"\u65b9\u5f0f2":55,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":98,"\u65b9\u6cd5\u4e00":83,"\u65b9\u6cd5\u4e09":83,"\u65b9\u6cd5\u4e8c":83,"\u65c1\u8fb9":67,"\u65c5\u6e38\u7f51\u7ad9":99,"\u65e0":67,"\u65e0\u4e1a\u4eba\u58eb":96,"\u65e0\u5ef6\u8fdf":81,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":34,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":21,"\u65e0\u8bba\u662f\u4ece":21,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":21,"\u65e0\u9ed8\u8ba4\u503c":[64,65],"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":99,"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":53,"\u65e8\u5728\u5efa\u7acb\u4e00\u4e2a\u53ef\u4ee5\u88ab\u534f\u540c\u8c03\u81f3\u6700\u4f18\u7ffb\u8bd1\u6548\u679c\u7684\u5355\u795e\u7ecf\u5143\u7f51\u7edc":100,"\u65e9\u9910":67,"\u65f6":[20,55,57,66,70,73,81,86],"\u65f6\u5019":67,"\u65f6\u52a0\u4e0a":99,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":95,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u76ee\u6807\u8bed\u8a00\u7684\u6587\u4ef6":100,"\u65f6\u88ab\u8bad\u7ec3\u7684":73,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":83,"\u65f6\u95f4":67,"\u65f6\u95f4\u6233":96,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":96,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":67,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":57,"\u6620\u5c04\u4e3a":71,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":73,"\u662f":[28,52,59,67],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":73,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":78,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":78,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":98,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":66,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":66,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":34,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":78,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":83,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":58,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":35,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":100,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":99,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":73,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2aunbound":69,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,62],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":69,"\u662f\u4e00\u7ec4":84,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":85,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":34,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":2,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":2,"\u662f\u4e3b\u8981\u7684\u53ef\u6267\u884cpython\u811a\u672c":98,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":2,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":58,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":57,"\u662f\u504f\u5dee":70,"\u662f\u5176\u5927\u5c0f":58,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":100,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":35,"\u662f\u5411\u91cf":73,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":69,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":59,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":81,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":73,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":64,"\u662f\u5426\u4f7f\u7528gpu":97,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":100,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[64,65],"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":59,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":74,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":81,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":59,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":59,"\u662f\u5426\u5f00\u542frdma":59,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":81,"\u662f\u5426\u652f\u6301gpu":59,"\u662f\u5426\u663e\u793a":81,"\u662f\u5426\u7a00\u758f":73,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":59,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":59,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":59,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":59,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":59,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":81,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":71,"\u662f\u56e0\u4e3ac99\u652f\u6301":34,"\u662f\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u52a0\u8f7d\u5b57\u5178\u5e76\u5b9a\u4e49\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u6a21\u5757\u548c\u7f51\u7edc\u67b6\u6784\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":98,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":70,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":58,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":73,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":73,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":28,"\u662f\u5e8f\u5217":97,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":66,"\u662f\u6211\u4eec":72,"\u662f\u6307":35,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":67,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":67,"\u662f\u6570\u636e\u8f93\u5165":70,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":97,"\u662f\u6709\u610f\u4e49\u7684":67,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":70,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":58,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":71,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":98,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":100,"\u662f\u7528\u6237\u4f7f\u7528c":35,"\u662f\u7684":71,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":100,"\u662f\u77e9\u9635":73,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":58,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":92,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":73,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":73,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":73,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":73,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":73,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":73,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":73,"\u662f\u8f93\u5165":70,"\u662f\u8fd9\u4e00\u7c7b\u7684":56,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":93,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":78,"\u662fc":35,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":69,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":84,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":78,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":69,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":95,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":84,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":73,"\u662frnn\u72b6\u6001":70,"\u663e":95,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u665a":67,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":61,"\u6682\u4e0d\u8003\u8651\u5728\u5185":55,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":20,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":35,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":71,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":52,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":99,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":99,"\u66f4\u591a\u7684\u7f16\u8bd1\u914d\u7f6e\u89c1":65,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":75,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":69,"\u66f4\u5feb":70,"\u66f4\u65b0":52,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":71,"\u66f4\u65b0\u6a21\u5f0f":55,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":76,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":55,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":57,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":95,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":95,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":95,"\u66f4\u8fdb\u4e00\u6b65":69,"\u66f4\u9ad8":70,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":69,"\u6700":67,"\u6700\u4e0d\u540c\u7684\u7279\u8272\u662f\u5b83\u5e76\u6ca1\u6709\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5355\u72ec\u7684\u5b9a\u957f\u5411\u91cf":100,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":86,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,72,73,79,95,99],"\u6700\u540e\u4e00\u4e2a":66,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":62,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":58,"\u6700\u540e\u518d\u8c03\u7528mutabl":75,"\u6700\u540e\u5220\u9664":47,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":73,"\u6700\u597d\u7684\u6a21\u578b\u662f":99,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":81,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":34,"\u6700\u65b0\u7684\u4ee3\u7801":72,"\u6700\u65b0\u7684paddlepaddl":52,"\u6700\u65b0log":99,"\u6700\u7ec8":73,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":69,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":62,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":60,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":69,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":58,"\u6708\u6e56":67,"\u6709":67,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":84,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[64,65],"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":100,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":97,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":73,"\u6709\u4e9b\u5c42\u6216\u8005\u6fc0\u6d3b\u9700\u8981\u505a\u5f52\u4e00\u5316\u4ee5\u4fdd\u8bc1\u5b83\u4eec\u7684\u8f93\u51fa\u7684\u548c\u662f\u4e00\u4e2a\u5e38\u6570":73,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":55,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":96,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":71,"\u6709\u5173":67,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":64,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":62,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":86,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":99,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":79,"\u6709\u591a\u96be":71,"\u6709\u65f6\u5019\u6211\u4eec\u4f1a\u5e0c\u671b\u6e05\u7406\u6389\u5df2\u7ecf\u4e0b\u8f7d\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u4ee5\u53ca\u5df2\u7ecf\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6":71,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":71,"\u6709\u65f6\u79f0\u4e3a":99,"\u6709\u6807\u51c6\u7684":34,"\u6709\u7684\u65f6\u5019":34,"\u6709\u7684\u65f6\u5019\u7b80\u7b80\u5355\u5355\u7684\u6539\u53d8\u5c31\u80fd\u5728\u6027\u80fd\u4e0a\u4ea7\u751f\u660e\u663e\u7684\u4f18\u5316\u6548\u679c":78,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":52,"\u670d\u52a1":67,"\u670d\u52a1\u5458":67,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":100,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":57,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":99,"\u672a\u77e5\u8bcd":91,"\u672c\u4f8b\u4e2d\u4e3a0":91,"\u672c\u4f8b\u4e2d\u4e3a32":91,"\u672c\u4f8b\u4e2d\u4e3a4":91,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":2,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":67,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":2,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":2,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":95,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":95,"\u672c\u4f8b\u7684":2,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":95,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":95,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":47,"\u672c\u5730":52,"\u672c\u5730\u6d4b\u8bd5":80,"\u672c\u5730\u8bad\u7ec3":80,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":54,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":83,"\u672c\u5b9e\u4f8b\u4e2d":91,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":95,"\u672c\u5c42\u5c3a\u5bf8":93,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":93,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":93,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":74,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":98,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":70,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":99,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":93,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":67,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":58,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":71,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":67,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":67,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":84,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":86,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":91,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":84,"\u672c\u6587\u6863\u5c06\u4ee5linux":64,"\u672c\u6587\u6863\u63cf\u8ff0paddl":35,"\u672c\u6765":67,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":86,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":86,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":86,"\u672c\u6b21\u8bd5\u9a8c":95,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":67,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":67,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":99,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":100,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":100,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":100,"\u673a\u5668\u7684\u8bbe\u5907":83,"\u673a\u5668\u7ffb\u8bd1":[47,94],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":81,"\u6761\u4ef6\u4e0b":84,"\u6765":67,"\u6765\u4e0b\u8f7ddocker\u955c\u50cf":60,"\u6765\u4ee3\u66ff":72,"\u6765\u4f7f\u7528\u4e00\u4e2a\u955c\u50cf\u542f\u52a8\u4e00\u4e2a\u5bb9\u5668":60,"\u6765\u4f7f\u7528dropout":56,"\u6765\u4f7f\u7528dropout\u7684":56,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":20,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":73,"\u6765\u505ableu\u8bc4\u4f30":100,"\u6765\u505c\u6b62\u8bad\u7ec3":97,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":78,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":97,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":97,"\u6765\u5217\u51fa\u5f53\u524d\u7cfb\u7edf\u4e2d\u7684\u6240\u6709\u955c\u50cf":60,"\u6765\u521d\u59cb\u5316\u53c2\u6570":57,"\u6765\u542f\u52a8\u548c":71,"\u6765\u5b89\u88c5":79,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":62,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":70,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":67,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":95,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":99,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[64,65],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":73,"\u6765\u6267\u884c":71,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":93,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":75,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":74,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":62,"\u6765\u6ce8\u518c\u8be5\u5c42":73,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":83,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":71,"\u6765\u751f\u6210\u5e8f\u5217":100,"\u6765\u7684\u79d2\u6570":96,"\u6765\u786e\u4fdd\u628a":34,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":71,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":73,"\u6765\u8868\u793a":70,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":98,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":70,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":34,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":55,"\u6765\u8ba1\u7b97\u68af\u5ea6":73,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":67,"\u6765\u8bbe\u7f6e":57,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":21,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":2,"\u6765\u8c03\u6574":72,"\u6765\u8c03\u7528":71,"\u6765\u8fd0\u884c":79,"\u6765\u8fd0\u884c\u5305\u62ec":71,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":71,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":78,"\u6765\u8fd0\u884c\u955c\u50cf":60,"\u6765\u8fdb\u884c\u8ba8\u8bba":35,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":55,"\u676f\u5b50":67,"\u6784\u5efa":64,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":66,"\u6784\u9020":86,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":74,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":74,"\u6784\u9020paddl":4,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":99,"\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u4e00\u4e2a\u8f93\u5165\u4e3a\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":67,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":80,"\u67e5\u770b":[72,95],"\u67e5\u770b\u5f53\u524d\u72b6\u6001":72,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":72,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":72,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":53,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":85,"\u6807\u51c6\u5dee\u4e3a":57,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":47,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":98,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":92,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":92,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":99,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":99,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":60,"\u6807\u7b7e\u6587\u4ef6":98,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":98,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":81,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":71,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":83,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":86,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":79,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":96,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":91,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":81,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":75,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":80,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":81,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":81,"\u6839\u636ecpu":60,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":85,"\u683c\u5f0f":81,"\u683c\u5f0f\u5982\u4e0b":95,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":74,"\u683c\u5f0f\u8bf4\u660e":91,"\u68af\u5ea6\u4f1a\u5c31\u5730":73,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":81,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":73,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":81,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":73,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":73,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":20,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":74,"\u68d2":95,"\u697c\u5c42":67,"\u6a21\u5757":92,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":75,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b":98,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":55,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":99,"\u6a21\u578b\u5171\u5305\u542b1":91,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":98,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":20,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":92,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":95,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":98,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":100,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":20,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":79,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":100,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":70,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":70,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":70,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":91,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":70,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":97,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":95,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":58,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":62,"\u6a21\u578b\u8def\u5f84":[93,98],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":98,"\u6a21\u578b\u914d\u7f6e":[0,54],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":34,"\u6a21\u578b\u91c7\u7528":91,"\u6a21\u578b\u9884\u6d4b":4,"\u6a2a\u5411\u62fc\u63a5":55,"\u6b21":67,"\u6b22\u8fce\u901a\u8fc7":72,"\u6b63\u6837\u672c":95,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":52,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":80,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":99,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":99,"\u6b64\u547d\u4ee4\u5c06\u5728your":64,"\u6b64\u5904":91,"\u6b64\u5904\u90fd\u4e3a2":67,"\u6b64\u5916":[56,64,71,72],"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":78,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":99,"\u6b64\u65f6\u53ea\u9700\u8981":71,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":55,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":57,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":60,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":20,"\u6b64\u7c7b\u62a5\u9519\u901a\u5e38\u662f\u7531\u4e8e\u67d0\u4e00\u4e2a\u8282\u70b9\u7684\u9519\u8bef\u5bfc\u81f4\u8fd9\u4e2a\u8282\u70b9\u7684\u8bad\u7ec3\u8fdb\u7a0b\u9000\u51fa":53,"\u6b65\u9aa4":55,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":69,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":99,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":98,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":99,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":98,"\u6bcf\u4e00\u4e2a":47,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":95,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":21,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":67,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":67,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":97,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":79,"\u6bcf\u4e00\u4e2akey\u7531":97,"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":55,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":67,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":99,"\u6bcf\u4e2a":[79,98],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":21,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":66,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":66,"\u6bcf\u4e2a\u5355\u5c42rnn":69,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":100,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":67,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":70,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":70,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":67,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":92,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":100,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":100,"\u6bcf\u4e2a\u5c42\u5728\u5176":73,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":95,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":81,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":100,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":99,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":99,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":69,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":67,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":73,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":67,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":67,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":97,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":97,"\u6bcf\u4e2a\u72b6\u6001":69,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":92,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":92,"\u6bcf\u4e2a\u7ebf\u7a0b":81,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":81,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":100,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":81,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":99,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":99,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":73,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":73,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":100,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":72,"\u6bcf\u4e2adata":21,"\u6bcf\u4e2aparamet":20,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":95,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":95,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":86,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":20,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":96,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":81,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":83,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":100,"\u6bcf\u6279\u6b21":81,"\u6bcf\u6b21":60,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":72,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":72,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":99,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":100,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":95,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":21,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":91,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":93,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":91,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":73,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":100,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":81,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":81,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":81,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":81,"\u6bcf\u969410\u5206\u949f":20,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":95,"\u6bcfdot":81,"\u6bcflog":81,"\u6bcfsave":81,"\u6bcftest":81,"\u6bd4\u5982":[21,53,55,60,64,71,72,95],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":67,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":72,"\u6bd4\u5982\u5c06":47,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[64,65],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":20,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":21,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":57,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":84,"\u6bd4\u5982fpe":53,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":72,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":21,"\u6c34\u6e29":67,"\u6c49\u5ead":67,"\u6c60\u5316\u5c42":92,"\u6ca1":67,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":91,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":52,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[64,65],"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":96,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":97,"\u6cd5\u8bed":100,"\u6ce8":[20,60],"\u6ce8\u518c":74,"\u6ce8\u518ccpu":74,"\u6ce8\u518cop":74,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":74,"\u6ce8\u610f":[2,59,60,62,64,65,70,73,86,92],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":86,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":83,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":99,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":86,"\u6ce8\u91ca":74,"\u6ce8\u91ca\u6389":99,"\u6cf3\u6c60":67,"\u6d41":67,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":72,"\u6d44":67,"\u6d4b\u8bd5":72,"\u6d4b\u8bd5\u524d\u5411oper":74,"\u6d4b\u8bd5\u6570\u636e":79,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":79,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":79,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":100,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":79,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":79,"\u6d4b\u8bd5\u6570\u6910\u96c6":99,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":81,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":72,"\u6d4b\u8bd5\u6837\u672c":79,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":99,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":83,"\u6d4b\u8bd5\u811a\u672c\u662f":98,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":99,"\u6d4b\u8bd5docker\u955c\u50cf":47,"\u6d4b\u8bd5model_list":80,"\u6d4b\u8bd5save_dir":80,"\u6d4f\u89c8\u4ee3\u7801":60,"\u6d6a\u6f2b\u7247":96,"\u6d6e\u70b9\u578b\u6570\u636e":21,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":55,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":91,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":73,"\u6dd8\u5b9d\u7b49":99,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":98,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":63,"\u6df7\u5408":98,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":70,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":74,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":86,"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":74,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":74,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":74,"\u6e05\u7406":71,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":52,"\u6e29\u99a8":67,"\u6e90":100,"\u6e90\u4ee3\u7801":[60,95],"\u6e90\u4ee3\u7801\u683c\u5f0f":72,"\u6e90\u5b57\u5178":100,"\u6e90\u5e8f\u5217":70,"\u6e90\u7801":60,"\u6e90\u7801\u4e0edemo":85,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":71,"\u6e90\u7801\u7f16\u8bd1paddlepaddl":65,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":100,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":91,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":91,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":91,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":93,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":93,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":98,"\u6f14\u793a\u91c7\u7528":98,"\u6fc0\u6d3b":73,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":95,"\u6fc0\u6d3b\u65b9\u7a0b":73,"\u6fc0\u6d3b\u7684\u7c7b\u578b":73,"\u70ed\u60c5":67,"\u7136\u540e":[78,79,91,97],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":58,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":69,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":100,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":99,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":75,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":97,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":58,"\u7136\u540e\u5355\u51fb":72,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":86,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":93,"\u7136\u540e\u5728":100,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":67,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":60,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":100,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":57,"\u7136\u540e\u5728etcd\u7684":20,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":52,"\u7136\u540e\u5b9a\u4e49":70,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":86,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":56,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":28,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":97,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":97,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":100,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":98,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":97,"\u7136\u540e\u6240\u6709\u7528":72,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":28,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":93,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":85,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":72,"\u7136\u540e\u63d0\u53d6\u9690\u85cflstm\u5c42\u7684\u6240\u6709\u65f6\u95f4\u6b65\u957f\u7684\u6700\u5927\u8bcd\u5411\u91cf\u4f5c\u4e3a\u6574\u4e2a\u5e8f\u5217\u7684\u8868\u793a":99,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":100,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":97,"\u7136\u540e\u70b9\u51fb":72,"\u7136\u540e\u7528\u5bc6\u7801":60,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":97,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":86,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":73,"\u7136\u540e\u89e3\u538b":100,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":100,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":97,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":97,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":86,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":86,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":52,"\u7136\u800c":[70,81],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":99,"\u7248\u672c":71,"\u7248\u672c\u5206\u652f":47,"\u7248\u672c\u53f7":47,"\u7248\u672c\u53f7rc":47,"\u7248\u672c\u5728":72,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":47,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":55,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":98,"\u7279\u5f81":97,"\u7279\u5f81\u56fe\u5747\u503c":93,"\u7279\u5f81\u56fe\u65b9\u5dee":93,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":93,"\u7279\u5f81\u6587\u4ef6":98,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":97,"\u72af\u7f6a\u7247":96,"\u72ec\u7acb\u5de5\u5177\u94fe":64,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":64,"\u73af\u5883\u53d8\u91cf":86,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":55,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":97,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":34,"\u7406\u89e3":71,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":99,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":78,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":21,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":21,"\u751f\u4ea7\u955c\u50cf":[60,72],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":60,"\u751f\u6210":86,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":34,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":76,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":70,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":100,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":100,"\u751f\u6210\u6587\u6863":34,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":60,"\u751f\u6210\u7684":21,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":86,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":55,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":100,"\u751f\u6210\u7684html\u7248\u672c\u7684c":60,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":97,"\u751f\u6210\u7ed9\u5b9a":21,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":73,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":72,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":97,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":60,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":74,"\u751f\u6210api\u6587\u6863":34,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":60,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":28,"\u7528":[28,96,97,98],"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":95,"\u7528\u4e8e":79,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":99,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":73,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":83,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":56,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":81,"\u7528\u4e8e\u653e\u7f6e":79,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":91,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":74,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":81,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":99,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":2,"\u7528\u4e8e\u83b7\u53d6\u7279\u5b9alayer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":56,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":70,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":92,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":79,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":79,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":70,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":67,"\u7528\u6237":79,"\u7528\u62371\u7684\u7279\u5f81":97,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":21,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":21,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a":65,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":1,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":69,"\u7528\u6237\u53ea\u9700\u6267\u884c":98,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":98,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":60,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":60,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":76,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":76,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":91,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":35,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":21,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":95,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":35,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":81,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":83,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":1,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8\u6587\u6863":60,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":59,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":59,"\u7528\u6237\u53ef\u5c06":64,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":64,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80":65,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":64,"\u7528\u6237\u53ef\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f":64,"\u7528\u6237\u53ef\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":65,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":56,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":52,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":21,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":2,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":57,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":86,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":98,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":52,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":91,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":97,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":28,"\u7528\u6237\u7279\u5f81":97,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":98,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[64,65],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[56,57],"\u7528\u6237\u901a\u8fc7c":35,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":83,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[64,65],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":52,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[64,65],"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":97,"\u7528\u6237id":96,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":96,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":71,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":73,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":58,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":97,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":97,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":58,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":86,"\u7531":[56,69],"\u7531\u4e8e\u4e0a\u4e00\u6b65cmake\u914d\u7f6e\u4e2d":65,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":60,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":67,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":84,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":58,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":96,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":67,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":73,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":98,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":100,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":93,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":1,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":2,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":20,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":2,"\u7531\u4e8ec":34,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":28,"\u7531\u4e8eeigen":75,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":58,"\u7531\u4e8epypi":47,"\u7531\u4e8estep":69,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":75,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":66,"\u7531grouplen":96,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":28,"\u7535\u5f711\u7684\u7279\u5f81":97,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":96,"\u7535\u5f71\u540d\u5b57\u6bb5":97,"\u7535\u5f71\u540d\u79f0":96,"\u7535\u5f71\u548c\u7528\u6237":97,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":97,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":96,"\u7535\u5f71\u7279\u5f81":97,"\u7535\u5f71\u7c7b\u578b":96,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":96,"\u7535\u5f71id":96,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":96,"\u7535\u8111":67,"\u767e\u4e07\u6570\u636e\u96c6":96,"\u7684":[67,71,72,75,79,85,86,95,99],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":69,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":58,"\u7684\u4e00\u79cd":100,"\u7684\u4e3a0":81,"\u7684\u4e3b\u8981\u90e8\u5206":98,"\u7684\u4efb\u4e00\u4e00\u79cd":55,"\u7684\u4efb\u52a1":100,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":75,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":66,"\u7684\u503c":[64,65],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":64,"\u7684\u504f\u7f6e\u5411\u91cf":73,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":74,"\u7684\u5185\u5b58":55,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":100,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":86,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":78,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":93,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":74,"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":97,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":81,"\u7684\u53d8\u6362\u77e9\u9635":73,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":99,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":70,"\u7684\u540e\u7f00":96,"\u7684\u5411\u91cf":73,"\u7684\u542f\u52a8\u53c2\u6570":86,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":86,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":34,"\u7684\u5730\u5740":84,"\u7684\u5730\u65b9":72,"\u7684\u5747\u5300\u5206\u5e03":57,"\u7684\u5934\u6587\u4ef6":34,"\u7684\u5b9e\u73b0":74,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":58,"\u7684\u5e73\u5747\u503c":66,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":67,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":72,"\u7684\u5f00\u53d1\u6d41\u7a0b":71,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":74,"\u7684\u603b":79,"\u7684\u63a5\u53e3\u6837\u5f0f":34,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":72,"\u7684\u64cd\u4f5c":75,"\u7684\u6570\u636e\u6d41\u56fe":21,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":95,"\u7684\u6570\u76ee\u4e00\u81f4":66,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":72,"\u7684\u65b9\u5f0f":60,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":100,"\u7684\u65b9\u7a0b":73,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":55,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":67,"\u7684\u6700\u5c0f\u503c":81,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":72,"\u7684\u6784\u9020\u51fd\u6570":74,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":70,"\u7684\u6837\u5f0f":72,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":69,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":69,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":98,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":72,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":34,"\u7684\u7248\u672c":71,"\u7684\u7248\u672c\u53f7":91,"\u7684\u7279\u5f81":93,"\u7684\u72b6\u6001":69,"\u7684\u7528\u6237\u53c2\u8003":79,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":97,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":58,"\u7684\u77e9\u9635":[55,73],"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":100,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":73,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":98,"\u7684\u7b2ci\u4e2a\u503c":73,"\u7684\u7b2cj\u4e2a\u503c":73,"\u7684\u7cfb\u7edf":71,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":79,"\u7684\u7ed3\u6784\u5982\u4e0b":97,"\u7684\u7ef4\u5ea6":91,"\u7684\u7f29\u5199":28,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":100,"\u7684\u89c4\u8303":34,"\u7684\u89d2\u5ea6":21,"\u7684\u8ba1\u7b97\u4ee3\u7801":75,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":74,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":95,"\u7684\u8bdd":55,"\u7684\u8def\u5f84\u4e2d":99,"\u7684\u8f93\u5165":69,"\u7684\u8f93\u51fa":78,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":78,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":70,"\u7684\u8f93\u51fa\u683c\u5f0f":67,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":70,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":55,"\u7684\u8fd0\u884c\u73af\u5883":71,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":96,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":72,"\u7684\u90e8\u5206":79,"\u7684\u914d\u7f6e":91,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":21,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":71,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":72,"\u7684cpu":74,"\u7684docker\u955c\u50cf":60,"\u76ee\u524d":[69,98],"\u76ee\u524d\u4f7f\u7528":72,"\u76ee\u524d\u53ea\u652f\u6301":64,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":20,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":34,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":[64,65],"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":28,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":66,"\u76ee\u524d\u652f\u6301fail":81,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":81,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":69,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":34,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":76,"\u76ee\u5f55":[64,65,71,79,85,86,99],"\u76ee\u5f55\u4e0b":[35,60,73,95,100],"\u76ee\u5f55\u4e0b\u627e\u5230":95,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":74,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":64,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":52,"\u76ee\u5f55\u4e2d":[79,97],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[64,65],"\u76ee\u5f55\u4e2d\u7684":[78,79],"\u76ee\u5f55\u4e2dpaddl":86,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":98,"\u76ee\u5f55\u548c":[64,65],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":86,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":100,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":95,"\u76ee\u6807":100,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":98,"\u76ee\u6807\u5411\u91cf":70,"\u76ee\u6807\u5b57\u5178":100,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[64,65],"\u76ee\u6807\u67b6\u6784abi":64,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":57,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":58,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":34,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":35,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":34,"\u76f4\u63a5\u7f16\u8bd1raspberri":65,"\u76f4\u63a5\u8fd0\u884c":60,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":95,"\u76f8\u5173\u6587\u6863":65,"\u76f8\u5173\u6587\u6863\u6240\u8ff0":65,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":92,"\u76f8\u5173\u8bba\u6587":98,"\u76f8\u53cd":100,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":57,"\u76f8\u5bf9":67,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":1,"\u76f8\u5bf9mnist\u800c\u8a00":2,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":95,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":98,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":98,"\u76f8\u5f53":67,"\u76f8\u6bd4":74,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":53,"\u77e9\u9635":80,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":74,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":99,"\u7814\u7a76\u751f":96,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":72,"\u78c1\u76d8\u4e0d\u591f":71,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":53,"\u793a":95,"\u793a\u4f8b":[55,57,93],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":67,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":67,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":67,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":55,"\u793a\u4f8b\u5982\u4e0b":57,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":34,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":34,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":20,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":62,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":62,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":55,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":75,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":100,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":67,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":55,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":58,"\u79bb":67,"\u79bb\u7ebf\u6279\u5904\u7406":21,"\u79d1\u5b66\u5bb6":96,"\u79d1\u5e7b\u7247":96,"\u79f0\u4e3a":[70,72],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":60,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":60,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":66,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":81,"\u79f0\u4f5c\u6709kernel":74,"\u79f0\u4f5ckernel":74,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":73,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":86,"\u7a00\u758f\u768401\u5411\u91cf":[2,62],"\u7a00\u758f\u7684\u5411\u91cf":[2,62],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":83,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":86,"\u7a0b\u5e8f\u505c\u6b62":81,"\u7a0b\u5e8f\u5458":96,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":81,"\u7a20\u5bc6\u5411\u91cf":73,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":86,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,62],"\u7a97\u6237":67,"\u7acb\u523b\u9000\u51fa":55,"\u7aef\u53e3":[53,79],"\u7aef\u53e3\u6570":79,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":79,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":55,"\u7b2c":67,"\u7b2c\u4e00\u4e2a":72,"\u7b2c\u4e00\u4e2a\u53c2\u6570":74,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":2,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":60,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":67,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":47,"\u7b2c\u4e00\u5929":67,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":60,"\u7b2c\u4e00\u7ae0\u8282":62,"\u7b2c\u4e00\u884c\u4ece":99,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":93,"\u7b2c\u4e00\u884c\u662f":91,"\u7b2c\u4e00\u884c\u7684":100,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":58,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09":99,"\u7b2c\u4e09\u4e2a\u53c2\u6570":74,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":100,"\u7b2c\u4e09\u6b65":93,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":47,"\u7b2c\u4e8c":99,"\u7b2c\u4e8c\u4e2a":55,"\u7b2c\u4e8c\u4e2a\u4e3a":47,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":74,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":60,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":100,"\u7b2c\u4e8c\u6b65":[91,93],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":60,"\u7b2c\u4e8c\u7c7b":56,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":93,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":58,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":73,"\u7b49":[35,53,74],"\u7b49\u4e8e\u6837\u672c\u6570":55,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":35,"\u7b49\u5176\u4ed6":100,"\u7b49\u53c2\u6570":86,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":84,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":84,"\u7b49\u6587\u4ef6":35,"\u7b49\u7b49":[95,100],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":84,"\u7b80\u4ecb":77,"\u7b80\u5199":74,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":74,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":74,"\u7b80\u5355\u6765\u8bf4":78,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":57,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":97,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":78,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":97,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":85,"\u7b80\u76f4":67,"\u7b97\u6cd5":[55,58,70,99],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":70,"\u7b97\u6cd5\u914d\u7f6e":99,"\u7ba1\u7406\u4eba\u5458":96,"\u7ba1\u7406\u5458":96,"\u7c7b\u4f3c":[35,66],"\u7c7b\u4f3c\u5730":98,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":73,"\u7c7b\u522b\u4e2a\u6570":92,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":80,"\u7c7b\u522bid":95,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":95,"\u7c7b\u540d\u548cc":34,"\u7c7b\u578b":[34,74,81,97],"\u7c7b\u578b\u4e3a":74,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":75,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":66,"\u7c7b\u578b\u540d\u4e3a":74,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":55,"\u7c7b\u578b\u662fsparse_binary_vector":[2,62],"\u7c7b\u578b\u662fsparse_float_vector":[2,62],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":67,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":74,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":74,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":73,"\u7c7b\u91cd\u5199":74,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":73,"\u7cfb\u6570":74,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":74,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":74,"\u7ea2\u697c\u68a6":91,"\u7eaa\u5f55\u7247":96,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":60,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":58,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":58,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":58,"\u7ebf\u7a0bid\u53f7":83,"\u7ec6\u8282\u63cf\u8ff0":82,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":55,"\u7ed3\u5408":84,"\u7ed3\u5c3e":74,"\u7ed3\u675f\u6807\u8bb0":70,"\u7ed3\u6784\u5982\u4e0b":99,"\u7ed3\u6784\u5982\u4e0b\u56fe":91,"\u7ed3\u679c\u4fdd\u5b58\u5728":98,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":99,"\u7ed3\u679c\u8f93\u51fa\u5230":71,"\u7ed3\u8bba":34,"\u7ed9":67,"\u7ed9\u4e2a\u7b80\u5355\u7684":72,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":92,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":92,"\u7ed9\u5b9a\u52a8\u8bcd":98,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":99,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":69,"\u7edf\u4e00\u7528":21,"\u7ee7\u627f\u81ea":74,"\u7ee7\u627f\u81eaoperatorbas":74,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":67,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":67,"\u7ef4\u5ea6\u4e3aword_dim":95,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":95,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":95,"\u7ef4\u62a4":84,"\u7ef4\u7a7a\u95f4":70,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":70,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":55,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":97,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":86,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":86,"\u7f16\u53f7":97,"\u7f16\u53f7\u4ece0\u5f00\u59cb":55,"\u7f16\u53f7\u5b57\u6bb5":97,"\u7f16\u7801\u5411\u91cf":70,"\u7f16\u7801\u5668\u8f93\u51fa":70,"\u7f16\u7801\u6e90\u5e8f\u5217":70,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":100,"\u7f16\u8bd1":[60,71,72],"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":65,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":64,"\u7f16\u8bd1\u548c\u6267\u884c":74,"\u7f16\u8bd1\u5668":[64,65],"\u7f16\u8bd1\u5668\u6ca1\u6709":34,"\u7f16\u8bd1\u578b\u8bed\u8a00":34,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":54,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":76,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":65,"\u7f16\u8bd1\u6210\u529f\u540e":74,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":81,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":61,"\u7f16\u8bd1\u751f\u6210":76,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":47,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":47,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":47,"\u7f16\u8bd1\u9009\u9879":59,"\u7f16\u8bd1c":35,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":47,"\u7f16\u8bd1paddlepaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":77,"\u7f16\u8bd1ubuntu\u7684deb\u5305":47,"\u7f16\u8f91":84,"\u7f29\u653e\u53c2\u6570":93,"\u7f51\u7edc":[98,99],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":84,"\u7f51\u7edc\u540d\u79f0":95,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":73,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":73,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":73,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":73,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":81,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":73,"\u7f51\u7edc\u63a5\u53e3\u5361":79,"\u7f51\u7edc\u6a21\u5757":93,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":98,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":99,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":97,"\u7f51\u7edc\u901a\u4fe1":73,"\u7f51\u7edc\u914d\u7f6e":[79,95,99],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[93,98],"\u800c":[56,58,70,74,85,97],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":75,"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":99,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":35,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":34,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":79,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":56,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":52,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":67,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":99,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":35,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14":100,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":28,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":81,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":78,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":78,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":83,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":20,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":67,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":56,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":93,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":75,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":34,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":34,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":99,"\u800c\u5b89\u88c5\u5305":52,"\u800c\u5b89\u88c5\u5305\u662f":52,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":67,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":67,"\u800c\u5bf9\u4e8egolang":34,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":34,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":67,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":78,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":55,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":35,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":21,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":78,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":80,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":99,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":70,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":62,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":83,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":75,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":67,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":67,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":72,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":59,"\u800ceigenvector":75,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":69,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":34,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":62,"\u800cweight":92,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":62,"\u804c\u4e1a":96,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":96,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":69,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":69,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":95,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":69,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":56,"\u80fd\u83b7\u53d6":79,"\u811a\u672c":[71,79,92,97],"\u811a\u672c\u4fdd\u5b58\u5728":92,"\u811a\u672c\u5f00\u59cb\u65f6":86,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":99,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":99,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":92,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":72,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":79,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":69,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":20,"\u81ea\u52a8\u751f\u6210":76,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":70,"\u81ea\u5e95\u5411\u4e0a\u6cd5":95,"\u81ea\u6b64":64,"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":71,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":83,"\u81ea\u7531\u804c\u4e1a\u8005":96,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":35,"\u81f3\u6b64":[2,67,72],"\u8212\u9002":67,"\u826f\u597d\u7684\u6587\u6863":34,"\u827a\u672f\u5bb6":96,"\u8282\u70b9\u4e2d\u7684":79,"\u82e5":73,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":57,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[64,65],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":66,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":78,"\u82e5\u6709\u5fc5\u8981":73,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":64,"\u82e5\u73af\u5883\u53d8\u91cf":[64,65],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":56,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":66,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":66,"\u82f1\u6587\u6587\u6863":76,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":76,"\u82f1\u8bed":100,"\u8303\u56f4":83,"\u83b7\u53d6":72,"\u83b7\u53d6\u5229\u7528":95,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":99,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":52,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":20,"\u83b7\u53d6\u6e90\u7801":71,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":95,"\u83b7\u53d6\u901a\u8fc7":99,"\u83b7\u53d6trainer":86,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":73,"\u865a\u62df\u673a\u4e0a":71,"\u867d\u7136":58,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":35,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":2,"\u867d\u7136\u8fd9\u4e9b\u6587\u4ef6\u5e76\u975e\u90fd\u9700\u8981\u96c6\u7fa4\u8bad\u7ec3":79,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":80,"\u884c":91,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":93,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u653f\u5de5\u4f5c":96,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":60,"\u8865\u5145\u4e0a\u6b21\u7684commit":72,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":73,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":73,"\u8868\u793a":74,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":84,"\u8868\u793a\u4e3adeviceid":83,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":79,"\u8868\u793a\u5973\u6027":96,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":67,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":79,"\u8868\u793a\u6570\u636e\u7c7b\u578b":74,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":79,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":100,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7537\u6027":96,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":95,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":99,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":99,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":99,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":74,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":86,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":95,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":95,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":86,"\u88ab":72,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":66,"\u88ab\u653e\u5728":73,"\u88ab\u79f0\u4e3a":70,"\u897f\u90e8\u7247":96,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":97,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":100,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":78,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":86,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":79,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":92,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":97,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":66,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":69,"\u8981\u8c03\u7528":73,"\u89e3\u51b3\u529e\u6cd5\u662f":52,"\u89e3\u51b3\u65b9\u6848\u662f":57,"\u89e3\u538b":100,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":97,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":97,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":86,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":70,"\u89e3\u7801\u5668\u57fa\u4e8e\u7f16\u7801\u6e90\u5e8f\u5217\u548c\u6700\u540e\u751f\u6210\u7684\u76ee\u6807\u8bcd\u9884\u6d4b\u4e0b\u4e00\u76ee\u6807\u8bcd":70,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":70,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":100,"\u89e3\u91ca":95,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":34,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":34,"\u8ba1\u7b97":70,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":73,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":58,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":70,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":73,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":73,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":56,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":70,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":73,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":73,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":58,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":73,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":73,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":73,"\u8ba1\u7b97\u8f93\u51fa":73,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":20,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":75,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":95,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":97,"\u8ba9paddle\u6838\u5fc3\u4e2d":35,"\u8bad\u7ec3":[80,99],"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":20,"\u8bad\u7ec3\u4f5c\u4e1a":79,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":92,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":98,"\u8bad\u7ec3\u540e":98,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":47,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":79,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":78,"\u8bad\u7ec3\u5b8c\u6210\u540e":58,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":100,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":55,"\u8bad\u7ec3\u6570\u6910\u96c6":99,"\u8bad\u7ec3\u65f6":86,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":95,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":99,"\u8bad\u7ec3\u6a21\u578b\u540e":70,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":47,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":100,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":98,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":86,"\u8bad\u7ec3\u811a\u672c":95,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":95,"\u8bad\u7ec3\u81f3\u591a":97,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":86,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":55,"\u8bad\u7ec3\u8f6e\u6b21":95,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":55,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":80,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":81,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":81,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":81,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":99,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":99,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":99,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":92,"\u8bad\u7ec3dot_period":80,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":47,"\u8bb0\u5fc6\u6a21\u5757":70,"\u8bba\u6587":93,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":79,"\u8bbe\u4e3a\u672c\u5730":79,"\u8bbe\u5b9a":56,"\u8bbe\u7f6e":[35,55,56],"\u8bbe\u7f6e\u4e3a":[65,73],"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":56,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":81,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":81,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":56,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":100,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":100,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":99,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":57,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":57,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[55,77,97],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":99,"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":57,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":99,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":99,"\u8bbe\u7f6e\u6210":57,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":55,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":98,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":99,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":99,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":99,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":100,"\u8bbe\u7f6e\u7c7b\u522b\u6570":99,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[98,99],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":99,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":73,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":99,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":74,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":83,"\u8bbe\u7f6ebatch":99,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":100,"\u8bbe\u7f6egpu":81,"\u8bbe\u7f6epass":99,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":100,"\u8bbf\u95ee\u5230\u4e3b\u673a\u4e0a\u7684\u6587\u4ef6":60,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":86,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":58,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":95,"\u8bc4\u5206":[96,97],"\u8bc4\u5206\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u4ec5\u4ec5\u63d0\u4f9b\u7535\u5f71\u6216\u7528\u6237\u7684\u7f16\u53f7\u6765\u4ee3\u8868\u76f8\u5e94\u7684\u7535\u5f71\u6216\u7528\u6237":97,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":96,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":72,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":72,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":72,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":72,"\u8bc6\u522b\u6570\u5b57":47,"\u8bcd\u5411\u91cf":[47,91],"\u8bcd\u5411\u91cf\u6a21\u578b":94,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":91,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":91,"\u8bcd\u9891\u6700\u9ad8\u7684":100,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":78,"\u8be5":[79,98],"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":2,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":2,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":2,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":81,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":81,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":81,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":81,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":81,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":81,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":81,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":81,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":81,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":2,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":73,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":95,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":81,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":73,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":2,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":59,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":96,"\u8be5\u6570\u636e\u96c6":91,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":96,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":96,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":81,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":97,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":93,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":97,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":92,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":95,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":100,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":58,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":70,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":97,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":97,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":97,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":58,"\u8be5\u7c7b\u7684":74,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":73,"\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u7cfb\u7edfglibc\u652f\u63012":65,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":97,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":93,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":92,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":73,"\u8be5github\u4ed3\u5e93\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u9884\u7f16\u8bd1\u597d\u7684":65,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":56,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":67,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":74,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":79,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":95,"\u8be6\u7ec6\u53ef\u53c2\u8003":72,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":93,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":55,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":95,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":59,"\u8be6\u7ec6\u89c1":66,"\u8be6\u7ec6\u8bbe\u8ba1":28,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[94,98],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":47,"\u8bed\u8a00\u6a21\u578b":91,"\u8bf4\u660e":[20,59,86],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":72,"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":97,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":73,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":74,"\u8bf7\u4fdd\u8bc1travi":72,"\u8bf7\u5148\u4f7f\u7528":[64,65],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":83,"\u8bf7\u53c2\u8003":[2,35,52,55,62,67,73,74,95],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":95,"\u8bf7\u53c2\u8003\u9875\u9762":97,"\u8bf7\u53c2\u8003layer\u6587\u6863":92,"\u8bf7\u53c2\u89c1":72,"\u8bf7\u53c2\u9605":70,"\u8bf7\u53c2\u9605\u60c5\u611f\u5206\u6790\u7684\u6f14\u793a\u4ee5\u4e86\u89e3\u6709\u5173\u957f\u671f\u77ed\u671f\u8bb0\u5fc6\u5355\u5143\u7684\u66f4\u591a\u4fe1\u606f":98,"\u8bf7\u5728\u8be5pull":72,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":72,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":72,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":60,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":81,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":74,"\u8bf7\u67e5\u770b":91,"\u8bf7\u6ce8\u610f":[60,70,74,85,91],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":72,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":71,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":72,"\u8bf7\u76f4\u63a5\u586b\u51450":57,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":83,"\u8bf7\u786e\u4fdd":72,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":72,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":72,"\u8bf7\u8bb0\u4f4f":79,"\u8bf7\u8fd0\u884c":60,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":72,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":52,"\u8bf7\u9075\u5b88":72,"\u8bf7\u91c7\u7528":72,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":83,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":58,"\u8bfb\u53d6\u6570\u636e":2,"\u8bfb\u53d6\u6bcf\u4e00\u884c":2,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":86,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":86,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":86,"\u8c03\u7528":[73,74,92],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":58,"\u8c03\u7528\u5bf9\u5e94":75,"\u8c03\u7528\u65b9\u6cd5\u89c1c":64,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":74,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":73,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":98,"\u8d1f\u6837\u672c":95,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":99,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":99,"\u8d21\u732e\u6587\u6863":76,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":84,"\u8d77":67,"\u8def\u5f84\u4e0b":[58,93],"\u8df3\u8f6c\u5230":72,"\u8df3\u8fc7":55,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":92,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":21,"\u8f6c\u6362\u8fc7\u6765\u7684":93,"\u8f6e":97,"\u8f83":67,"\u8f93\u5165":[66,70],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":69,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":69,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":92,"\u8f93\u5165\u5c42\u5c3a\u5bf8":93,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":55,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":67,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":67,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":67,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":83,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":99,"\u8f93\u5165\u6587\u672c":91,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":91,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":73,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":73,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":93,"\u8f93\u5165\u7684":91,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":100,"\u8f93\u5165\u7684\u540d\u5b57":73,"\u8f93\u5165\u7684\u5927\u5c0f":73,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":91,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":91,"\u8f93\u5165\u7684\u7c7b\u578b":73,"\u8f93\u5165\u95e8":99,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":99,"\u8f93\u5165n\u4e2a\u5355\u8bcd":95,"\u8f93\u51fa":[66,70,74],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":69,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":69,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":95,"\u8f93\u51fa\u51fd\u6570":70,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":66,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":69,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":97,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":91,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":99,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":99,"\u8f93\u51fa\u67092\u5217":91,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":93,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":91,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":91,"\u8f93\u51fa\u7684\u68af\u5ea6":81,"\u8f93\u51fa\u76ee\u5f55":93,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":85,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":20,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":67,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":55,"\u8fd0":60,"\u8fd0\u884c\u4e00\u4e2a":71,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":97,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":74,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":100,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":60,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":91,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":91,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":58,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":60,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":79,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[55,77,95],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":[60,71],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":74,"\u8fd0\u884c\u5931\u8d25":83,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":91,"\u8fd0\u884c\u5b8c\u6210\u540e":79,"\u8fd0\u884c\u5b8c\u811a\u672c":99,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":91,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":99,"\u8fd0\u884c\u65e5\u5fd7":79,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":86,"\u8fd1":67,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":100,"\u8fd4\u56de":[7,8,9,12,14],"\u8fd4\u56de0":2,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":98,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":2,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":97,"\u8fd4\u56de\u65f6":2,"\u8fd4\u56de\u7684\u662f":[2,62],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":47,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":73,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,12,14],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":74,"\u8fd8\u4f1a":67,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":64,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":72,"\u8fd8\u53ef\u4ee5\u901a\u8fc7\u51cf\u5c0f\u5b66\u4e60\u5f8b\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\u6765\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898":55,"\u8fd8\u662f":67,"\u8fd8\u662f\u4ece":21,"\u8fd8\u662f\u865a\u62df\u673a":71,"\u8fd8\u6709":67,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":99,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":98,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":92,"\u8fd8\u9700\u8981\u91cd\u5199":74,"\u8fd9":[55,67,95],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":57,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":78,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":35,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":35,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":56,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":69,"\u8fd9\u4e09\u4e2a\u5206\u652f":47,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":95,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":79,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":92,"\u8fd9\u4e24\u4e2a\u6807\u51c6":98,"\u8fd9\u4e2a":[67,71,84],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":55,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":55,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":74,"\u8fd9\u4e2a\u51fd\u6570\u7684":70,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":67,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":70,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":35,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":35,"\u8fd9\u4e2a\u5411\u91cf\u4e0e\u6e90\u4e2d\u641c\u7d22\u51fa\u7684\u4f4d\u7f6e\u548c\u6240\u6709\u4e4b\u524d\u751f\u6210\u7684\u76ee\u6807\u5355\u8bcd\u6709\u5173":100,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":1,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":86,"\u8fd9\u4e2a\u57fa\u7c7b":73,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":35,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":99,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":69,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":34,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":67,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":100,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":34,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":95,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":100,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":35,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":67,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":60,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":73,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":73,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":98,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":35,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":35,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":71,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":84,"\u8fd9\u4e2a\u8868\u683c":84,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":74,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":69,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":58,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":72,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":91,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":84,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":100,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":60,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":70,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":2,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":35,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":21,"\u8fd9\u4e2aissu":71,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":86,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":69,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":55,"\u8fd9\u4e9b":79,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":74,"\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":21,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":86,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":97,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":73,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":55,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":55,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":93,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":93,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":93,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":98,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":67,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":73,"\u8fd9\u4efd\u7b80\u77ed\u7684\u4ecb\u7ecd\u5c06\u5411\u4f60\u5c55\u793a\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":58,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":72,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":72,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":73,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":100,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":67,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":59,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":74,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":71,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":72,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":72,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":67,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":98,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":67,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":98,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":70,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":34,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":74,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":74,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":100,"\u8fd9\u5df2\u7ecf\u5728":99,"\u8fd9\u610f\u5473\u7740":70,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":58,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":83,"\u8fd9\u65f6":55,"\u8fd9\u65f6\u5728\u4f7f\u7528":57,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":55,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":99,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":57,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":57,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":66,"\u8fd9\u662f\u56e0\u4e3a":34,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":92,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":72,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":67,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":52,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":100,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":100,"\u8fd9\u6837":[35,58,79],"\u8fd9\u6837\u4fdd\u8bc1":47,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":71,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":55,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":83,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":71,"\u8fd9\u6837\u5bb9\u5668\u7684":86,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":97,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":21,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":28,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":60,"\u8fd9\u6837\u5f53\u8be5pull":72,"\u8fd9\u6837\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u5728docker\u4e2d\u8fd0\u884c\u9700\u8981\u7684\u7a0b\u5e8f\u800c\u4e0d\u9700\u8981\u5b89\u88c5\u540e\u5728\u6267\u884c":60,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":73,"\u8fd9\u6837\u7684\u8bdd":85,"\u8fd9\u6837\u7684\u8bdd\u6bcf\u4f4d\u7528\u6237\u5728\u6d4b\u8bd5\u6587\u4ef6\u4e2d\u5c06\u4e0e\u8bad\u7ec3\u6587\u4ef6\u542b\u6709\u540c\u6837\u7684\u4fe1\u606f":97,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":78,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":58,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":73,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":57,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":73,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":55,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":56,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":83,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":70,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":69,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":86,"\u8fd9\u7bc7\u6587\u6863":72,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":71,"\u8fd9\u7bc7\u6587\u6863\u5c06\u4ee5linux":65,"\u8fd9\u7bc7\u6587\u7ae0":[71,100],"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":67,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":70,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":34,"\u8fd9\u91cc":[57,60,70,72,84,86,93,98],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":74,"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":60,"\u8fd9\u91cc\u4ee5":95,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":58,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":58,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":99,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":67,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":55,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":58,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":100,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":95,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":62,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":58,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":97,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":92,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":92,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":97,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":73,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":60,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":86,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":95,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":58,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":100,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":100,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":55,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":79,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":100,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":100,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":100,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":92,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":75,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":95,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":84,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":100,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":100,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":100,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":95,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":20,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":72,"\u8fdb\u5165":99,"\u8fdb\u5165\u5bb9\u5668":85,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":60,"\u8fdb\u7a0b":60,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":86,"\u8fdb\u7a0b\u7684":79,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":86,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":86,"\u8fdb\u7a0b\u9700\u8981\u7684":86,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":47,"\u8fdb\u884c\u4e86":67,"\u8fdb\u884c\u4f7f\u7528":92,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":86,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":86,"\u8fdb\u884c\u56de\u590d":72,"\u8fdb\u884c\u5f00\u53d1":72,"\u8fdb\u884c\u62c6\u89e3":67,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":73,"\u8fdb\u884c\u8bbe\u7f6e":74,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":58,"\u8fdb\u884c\u9884\u6d4b":95,"\u8fdb\u9636\u6307\u5357":[62,89],"\u8fde\u63a5":69,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":99,"\u9000\u4f11\u4eba\u5458":96,"\u9000\u51fa\u5bb9\u5668":85,"\u9002\u4e2d":67,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":60,"\u9009":67,"\u9009\u62e9":67,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":95,"\u9009\u62e9\u76ee\u6807\u5206\u652f":72,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":81,"\u9009\u62e9\u8fc7\u540e\u7684":100,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":84,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":96,"\u9009\u9879":[59,71,91],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":28,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":80,"\u901a\u5e38":[35,74,79,99],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":86,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":83,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":57,"\u901a\u5e38\u540d\u5b57\u662f":72,"\u901a\u5e38\u60c5\u51b5\u4e0b":78,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":85,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":20,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":84,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":70,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":73,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":67,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":83,"\u901a\u7528":80,"\u901a\u77e5":67,"\u901a\u8fc7":[55,67,72,73,74,79,95],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":69,"\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f\u6765\u7f16\u8bd1":65,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":92,"\u901a\u8fc7\u4f7f\u7528":59,"\u901a\u8fc7\u51fd\u6570":86,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":92,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":55,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":69,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":69,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":72,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":99,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":95,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":35,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":62,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":73,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":74,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":95,"\u901a\u8fc7data":69,"\u901a\u8fc7volum":84,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":28,"\u903b\u8f91\u56de\u5f52":95,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":56,"\u9053\u6b49":67,"\u9069":67,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":72,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":47,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":96,"\u9075\u5faa\u6587\u7ae0":91,"\u90a3\u4e48":[35,69,73],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":69,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":57,"\u90a3\u4e48\u5728":74,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":1,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":57,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":57,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":71,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":57,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":58,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":70,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":70,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":57,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":55,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":52,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":71,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":57,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":55,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":83,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":78,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":78,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":57,"\u90a3\u5bb9\u5668\u5c31\u662f\u8fd9\u4e2a\u7a0b\u5e8f\u8fd0\u884c\u65f6\u4ea7\u751f\u7684":60,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":78,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":78,"\u90ae\u7f16":96,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":84,"\u90fd":67,"\u90fd\u4e0d\u9700\u8981":71,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":81,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":58,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":67,"\u90fd\u53ef\u4ee5\u8fd0\u884c":71,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":21,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":66,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":67,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":34,"\u90fd\u7528":72,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":72,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":73,"\u914d\u7f6e":99,"\u914d\u7f6e\u4e86\u7f51\u7edc":97,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":92,"\u914d\u7f6e\u5982\u4e0b":91,"\u914d\u7f6e\u6253\u5f00":78,"\u914d\u7f6e\u6587\u4ef6":95,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":73,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":71,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":91,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":28,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":79,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":70,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":73,"\u914d\u7f6eapi":66,"\u9152\u5e97":67,"\u91c7\u6837\u5c42":97,"\u91c7\u7528":98,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":98,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":81,"\u91c7\u7528multi":57,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":20,"\u91cc":71,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":85,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":71,"\u91cc\u5b8c\u6210":74,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":34,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":93,"\u91cc\u7684":71,"\u91cc\u7684\u65e5\u5fd7":79,"\u91cc\u7684\u6e90\u7801":71,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":71,"\u91cc\u9762":74,"\u91cc\u9762\u6db5\u76d6\u4e86":60,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":60,"\u91cd\u547d\u540d\u6210":34,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":78,"\u9488\u5bf9\u4e0d\u540c\u5e73\u53f0\u7684\u7f16\u8bd1\u5de5\u5177":65,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":85,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":55,"\u9488\u5bf9\u6587\u672c":97,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":59,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":34,"\u94fe\u63a5\u5f85\u8865\u5145":95,"\u9500\u552e":96,"\u9519\u8bef\u5904\u7406":34,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":34,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":34,"\u9519\u8bef\u7387":95,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":57,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":71,"\u955c\u50cf":60,"\u955c\u50cf\u91cc\u6709":85,"\u957f\u5ea6":55,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":70,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":70,"\u95ee\u9898":58,"\u95f4\u9694":95,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":81,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":81,"\u9664\u4e86":2,"\u9664\u4e86boot_lay":67,"\u9664\u53bbdata\u5c42":95,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":35,"\u9664\u6b64\u4e4b\u5916":55,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":91,"\u9664\u96f6\u7b49\u95ee\u9898":55,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":72,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":98,"\u968f\u673a\u6570\u7684\u79cd\u5b50":81,"\u968f\u673a\u6570seed":80,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":58,"\u9694\u5f00":93,"\u96c6":96,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":100,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":100,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":81,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":85,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":79,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":79,"\u96c6\u7fa4\u5de5\u4f5c":79,"\u96c6\u7fa4\u6d4b\u8bd5":80,"\u96c6\u7fa4\u8bad\u7ec3":80,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":54,"\u96c6\u7fa4\u8fdb\u7a0b":79,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":79,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":79,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":79,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":74,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":78,"\u9700\u8981":[21,71,74],"\u9700\u8981\u4e3a":74,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":86,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":72,"\u9700\u8981\u4fee\u6539build":47,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":84,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":52,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":28,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":72,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":86,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":74,"\u9700\u8981\u5728":[74,79],"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":85,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":76,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":35,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":93,"\u9700\u8981\u5bf9":84,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":55,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":99,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":47,"\u9700\u8981\u5f15\u7528":35,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":71,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":67,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":62,"\u9700\u8981\u660e\u786e\u6307\u5b9a":81,"\u9700\u8981\u6709\u4e00\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u6765\u4fdd\u5b58\u8bad\u7ec3\u6240\u9700\u6570\u636e\u548c\u8bad\u7ec3\u8f93\u51fa":84,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":34,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":86,"\u9700\u8981\u6ce8\u610f":74,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[47,55,81,97],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":73,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":67,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":64,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":56,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":35,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":71,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":69,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":47,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":75,"\u975e\u5e38\u6570":73,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":73,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":64,"\u97f3\u4e50\u5267":96,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":71,"\u987a\u5e8f":67,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":97,"\u9884\u5904\u7406\u811a\u672c":99,"\u9884\u5b9a\u4e49\u7f51\u7edc":99,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":99,"\u9884\u63d0\u4ea4\u94a9\u5b50":72,"\u9884\u6d4b\u540e":98,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":99,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":93,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":97,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":95,"\u9884\u6d4b\u811a\u672c\u662f":98,"\u9884\u6d4bid":95,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":99,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":91,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":91,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":93,"\u989d\u5916\u7684\u53c2\u6570":95,"\u9996\u5148":[2,58,67,70,73,91,93,95,98,99],"\u9996\u5148\u4e0b\u8f7dcifar":92,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":59,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":72,"\u9996\u5148\u5b89\u88c5paddlepaddl":99,"\u9996\u5148\u5b9a\u4e49":74,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":73,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":73,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":100,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":57,"\u9996\u5148\u901a\u8fc7":72,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":62,"\u9a71\u52a8":76,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":96,"\u9ad8\u4eae\u90e8\u5206":67,"\u9ad8\u53ef\u7528":84,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":70,"\u9ad8\u65af\u5206\u5e03":57,"\u9ed1\u8272\u7535\u5f71":96,"\u9ed8\u8ba4":[2,81,100],"\u9ed8\u8ba4256k":28,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":95,"\u9ed8\u8ba4\u4e0d\u663e\u793a":81,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":69,"\u9ed8\u8ba4\u4e3a0":[81,83],"\u9ed8\u8ba4\u4e3a1":[2,83],"\u9ed8\u8ba4\u4e3a100":83,"\u9ed8\u8ba4\u4e3a4096mb":81,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":97,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":69,"\u9ed8\u8ba4\u4e3anull":81,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":55,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":81,"\u9ed8\u8ba4\u503c":[59,66,83],"\u9ed8\u8ba4\u503c\u4e3a":[64,65],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":69,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[57,60,79,99],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":99,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":57,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":67,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":99,"\u9ed8\u8ba4\u7684":85,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":83,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[64,65],"\u9ed8\u8ba4\u8c03\u7528":71,"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":79,"abstract":48,"adamax\u7b49":95,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":95,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":64,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":64,"api\u4e2d\u4f7f\u7528":34,"api\u5bf9\u6bd4\u4ecb\u7ecd":68,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":35,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":35,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":35,"api\u63a5\u53e3":[28,84],"api\u63a5\u53e3\u751f\u6210":74,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":35,"api\u63a5\u53e3\u7684\u751f\u6210":74,"api\u6587\u6863":64,"api\u65f6":35,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":35,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":35,"api\u66b4\u9732\u7684\u7c7b\u578b":35,"api\u6765\u9884\u6d4b":64,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":35,"api\u7684\u5934\u6587\u4ef6":[64,65],"api\u7684\u5b9e\u4f8b":35,"api\u7684\u5b9e\u73b0\u7ec6\u8282":35,"api\u7684\u63a5\u53e3":35,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":35,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":35,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":35,"api\u7ea7\u522b":64,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":64,"api\u7ea7\u522b\u4e3a21":64,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":35,"app\u4e2d":64,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":57,"atlas\u7684\u8def\u5f84":59,"avx\u7684\u955c\u50cf":60,"awselasticblockstore\u7b49":84,"batch\u4e2d\u5305\u542b":55,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":81,"batches\u6b21":81,"bin\u548c\u8bc4\u5206\u6587\u4ef6":97,"blas\u7684\u8def\u5f84":59,"block\u6784\u6210\u4e00\u4e2amodel":20,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":60,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":47,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":60,"book\u7684":62,"book\u7684docker\u955c\u50cf":60,"bool\u578b\u53c2\u6570":2,"boolean":[8,29,33,34],"break":[18,50],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":47,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":47,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":60,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":60,"byte":[28,57],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":34,"c\u6709\u6807\u51c6\u7684abi":34,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":34,"caoying\u7684pul":100,"case":[8,22,35,41,42,45,78,90],"cc\u4e2d\u7684":75,"cells\u7b49":56,"char":24,"class":[5,6,7,8,9,10,11,12,14,15,17,30,32,34,37,39,40,42,45,46,48,49,50,57,73,74,75,99],"cmake\u4e2d\u5c06":78,"cmake\u53c2\u6570\u5982\u4e0b":65,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":64,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":52,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":[64,65],"cmake\u7f16\u8bd1\u65f6":59,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[64,65],"cmake\u914d\u7f6e\u4e2d\u5c06":78,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[64,65],"com\u4e0b\u8f7d\u7684":60,"conf\u4f5c\u4e3a\u914d\u7f6e":100,"const":[17,22,24,38,46,48,49,50,73,74,75],"container\u4e2d":85,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":35,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":35,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":35,"core\u6982\u5ff5":35,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":62,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":57,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":83,"count\u548cgpu":83,"cuda\u5e93":81,"cudnn\u5e93":[59,81],"dat\u4e2d":97,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":21,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":75,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":86,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":67,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":67,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,95],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":55,"deb\u5305":47,"deb\u5305\u7f16\u8bd1\u95ee\u9898":47,"debian\u955c\u50cf":60,"decay\u5219\u4e3a0":92,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":69,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":69,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":69,"decoer\u67b6\u6784":69,"default":[6,7,8,9,11,12,14,15,17,18,31,36,48,49,51,83,85,86,90,99],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dictionary\u7531\u89e3\u6790\u81ea\u52a8\u751f\u6210":97,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":100,"docker\u5b58\u5728\u95ee\u9898":60,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":76,"docker\u5bb9\u5668\u4e2d":60,"docker\u5bb9\u5668\u4f1a\u8fd0\u884c\u5728\u72ec\u7acb\u7684\u6587\u4ef6\u7cfb\u7edf\u7a7a\u95f4\u4e4b\u4e0a":60,"docker\u7684\u5b98\u7f51":76,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":60,"dockerfile\u4f4d\u4e8epaddlepaddl":60,"dockers\u8bbe\u7f6e":60,"double\u7c7b\u578b\u65f6\u4e3a8":57,"dropout\u7684\u6bd4\u4f8b":73,"eigenscalar\u7684\u8f6c\u6362":75,"elec\u6d4b\u8bd5\u96c6":95,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":95,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":67,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":69,"encoder\u8f93\u51fa":69,"entropy\u4f5c\u4e3acost":57,"enum":[22,24,39,49,51],"evaluator\u7684\u503c\u4f4e\u4e8e0":100,"export":[52,60,92],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,62],"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":83,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":83,"final":[8,9,16,36,50],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":75,"float":[2,6,7,8,10,12,49,58,74,75,78,93],"float\u7b49":83,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":75,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":75,"full\u53c2\u6570\u63d0\u4ea4":53,"function":[8,9,10,12,15,17,19,23,24,25,27,32,36,37,38,39,41,42,43,45,46,48,49,50,70,90,99],"function\u4f7f\u7528":56,"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":100,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":2,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":2,"git\u6d41\u5206\u652f\u6a21\u578b":72,"github\u9996\u9875":72,"golang\u53ef\u4ee5\u4f7f\u7528":34,"golang\u7684":34,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":59,"gpu\u5171\u4eabkernel\u5b9e\u73b0\u5728":74,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":78,"gpu\u53cc\u7f13\u5b58":2,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":60,"gpu\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":74,"gpu\u5b9e\u73b0\u5728":74,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":77,"gpu\u6267\u884c":75,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":81,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":98,"gpu\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":74,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":52,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":99,"group\u6559\u7a0b":68,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":56,"gru\u6216lstm":70,"gru\u6a21\u578b":95,"gru\u6a21\u578b\u914d\u7f6e":95,"h\u5e76\u4e0d\u56f0\u96be":34,"hot\u7a20\u5bc6\u5411\u91cf":97,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":76,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,62],"id\u4e3a0\u7684\u6982\u7387":95,"id\u4e3a1\u7684\u6982\u7387":95,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":81,"id\u6307\u5b9a\u7684gpu":83,"id\u65e0\u6548":81,"image\u91cc":85,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":21,"imdb\u6570\u636e\u96c6\u5305\u542b25":99,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":99,"imdb\u7684\u6570\u6910\u96c6":99,"import":[2,4,7,8,15,17,18,31,33,36,39,43,48,51,58,62,74,91,92,93,99,100],"include\u4e0b\u9700\u8981\u5305\u542bcbla":59,"include\u4e0b\u9700\u8981\u5305\u542bmkl":59,"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":55,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":28,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":21,"instance\u5305\u6db5\u4e24\u4e2a\u503c":21,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":21,"int":[2,6,7,8,9,12,17,22,23,24,27,33,34,35,39,40,41,49,50,67,73,75,83,98],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":34,"issue\u7f16\u53f7":72,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":84,"job\u6216\u8005\u5e94\u7528\u7a0b\u5e8f\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e\u4f1a\u5728\u5bb9\u5668\u9500\u6bc1\u65f6\u6d88\u5931":84,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":86,"job\u7684\u540d\u5b57":86,"kernel\u5b9e\u73b0":74,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":74,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":74,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":86,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":77,"kubernetes\u5355\u673a\u8bad\u7ec3":77,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":84,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":86,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":86,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":84,"kubernetes\u652f\u6301\u591a\u79cdvolum":84,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":85,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":84,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":67,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":67,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":66,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":66,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":56,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":69,"layer\u65f6":56,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":62,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":73,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":56,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":59,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":59,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":59,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":59,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":47,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":83,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":83,"long":[8,9,12],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":99,"lstm\u6a21\u578b":95,"lstm\u6a21\u578b\u914d\u7f6e":95,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":99,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":69,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":70,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":70,"memory\u53ea\u80fd\u5728":69,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":67,"memory\u6307\u5411\u4e00\u4e2alay":69,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":70,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":67,"memory\u7684":70,"memory\u7684\u521d\u59cb\u72b6\u6001":69,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":67,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":69,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":70,"memory\u7684i":69,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":69,"mkl\u7684\u8def\u5f84":59,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":59,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"mode\u548cattent":100,"mode\u7684python\u51fd\u6570":100,"model\u505a\u5206\u652f\u7ba1\u7406":47,"model\u53ef\u4ee5\u901a\u8fc7":4,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":4,"movielens\u6570\u636e\u96c6":97,"name\u662f\u4f53\u88c1":97,"name\u662f\u5e74\u9f84":97,"name\u662f\u6027\u522b":97,"name\u662f\u7535\u5f71\u540d":97,"name\u662f\u804c\u4e1a":97,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":86,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":21,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":64,"new":[8,12,16,17,18,19,22,23,24,25,26,40,41,42,44,45,46,49,50,72,73,90],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":84,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":100,"normalization\u5c42":93,"normalization\u5c42\u7684\u53c2\u6570":93,"note\u7684\u4e66\u5199":47,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":60,"null":[8,73,81],"num_gradient_servers\u53c2\u6570":86,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":57,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":74,"op\u5b9a\u4e49":74,"op\u6709\u8ba1\u7b97\u51fd\u6570":74,"op\u6ce8\u518c\u5b9e\u73b0\u5728":74,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":74,"openblas\u7684\u8def\u5f84":59,"opprotomake\u5b9a\u4e49":74,"org\u76ee\u524d\u9075\u5faa":47,"out\u4e0b\u5305\u542b":92,"out\u7684\u6587\u4ef6\u5939":92,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":67,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":75,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":86,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":75,"packages\u91cc\u9762":52,"packages\u91cc\u9762\u7684python\u5305":52,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":59,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":34,"paddle\u4e0b\u8f7d":60,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":100,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":67,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":55,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":34,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":34,"paddle\u662f\u4ece\u5b98\u65b9\u955c\u50cf\u6e90dockerhub":60,"paddle\u66ff\u6362\u6210dock":60,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":85,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":34,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":35,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":34,"paddle\u7684c":35,"paddle\u7684dock":85,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":60,"paddle\u8bad\u7ec3\u4efb\u52a1":21,"paddle\u8def\u5f84\u4e0b":35,"paddle\u955c\u50cf":85,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":34,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":35,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":34,"paddle_\u7c7b\u578b\u540d":35,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":35,"paddlepaddle\u4e2d":[66,69],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":99,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":67,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":56,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":62,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[64,65],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":62,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":95,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":56,"paddlepaddle\u4f7f\u7528\u5747\u503c0":57,"paddlepaddle\u4f7f\u7528avx":52,"paddlepaddle\u4f7f\u7528git":47,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":4,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u5185\u5bb9\u753116\u5b57\u8282\u5934\u4fe1\u606f\u548c\u7f51\u7edc\u53c2\u6570\u4e24\u90e8\u5206\u7ec4\u6210":57,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":57,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u5148\u4ece\u4e00\u4e2a\u6587\u4ef6\u5217\u8868\u91cc\u83b7\u5f97\u6570\u636e\u6587\u4ef6\u5730\u5740":58,"paddlepaddle\u53d1\u5e03\u65b0\u7248\u672c\u7684\u65f6\u5019\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7248\u672c\u7684\u751f\u4ea7\u955c\u50cf\u4ee5\u53ca\u5f00\u53d1\u955c\u50cf":60,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":59,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":95,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":67,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":73,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":67,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":56,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,62],"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":95,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":58,"paddlepaddle\u5c06\u6839\u636e":64,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":58,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[64,65],"paddlepaddle\u5c06train":2,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":47,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":60,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":21,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":58,"paddlepaddle\u63d0\u4f9bdocker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":61,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":62,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":59,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":58,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":55,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":55,"paddlepaddle\u6587\u6863\u4e3b\u9898\u5728":76,"paddlepaddle\u6587\u6863\u4f7f\u7528":76,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":[58,62],"paddlepaddle\u6bcf\u6b21\u53d1\u5e03\u65b0\u7248\u672c\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7684\u5f00\u53d1\u955c\u50cf\u4f9b\u5f00\u53d1\u8005\u76f4\u63a5\u4f7f\u7528":60,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":47,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":47,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":47,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":55,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":57,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":64,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":56,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":76,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e24\u79cd\u65b9\u5f0f":76,"paddlepaddle\u7684\u6e90\u7801":72,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":61,"paddlepaddle\u7684bas":73,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":64,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":65,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":65,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":64,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":61,"paddlepaddle\u7684docker\u955c\u50cf\u5c31\u5305\u542b\u4e86paddlepaddle\u7684python\u5e93\u4ee5\u53ca\u5176\u4f9d\u8d56\u7684\u591a\u4e2apython\u5e93":60,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":67,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":60,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":57,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":57,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":64,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684andoid":64,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":95,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":69,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":69,"paddlepaddle\u90fd\u53ef\u4ee5\u81ea\u52a8\u5224\u65ad\u786c\u4ef6\u662f\u5426\u652f\u6301avx":60,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":86,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":60,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":81,"pass\u5230":100,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":81,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":81,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":81,"passes\u8f6e":81,"patch\u53f7":47,"patch\u53f7\u52a0\u4e00":47,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":83,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":81,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":81,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":81,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":81,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":99,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":99,"period\u6574\u9664":81,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":81,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":28,"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":28,"pfsserver\u63d0\u4f9brest":28,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":65,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":65,"pi\u5e73\u53f0\u4f7f\u7528\u7684c":65,"pi\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":65,"pi\u7248\u672c\u7684\u5e93":65,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":65,"pi\u7cfb\u7edf":65,"pi\u7cfb\u7edf\u4e0a":65,"pi\u7cfb\u7edf\u7684\u7248\u672c":65,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":84,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":84,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":92,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":95,"prod\u7684\u751f\u4ea7\u955c\u50cf":60,"public":[12,17,30,46,48,49,50,73,74,75,85,99],"py\u4e2d":47,"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":4,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":2,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":2,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":2,"pydataprovider2\u7684\u4f7f\u7528":[1,3,55,95,97],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":55,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":47,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":58,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":52,"python\u5c01\u88c5\u7684\u5b9e\u73b0\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u65b0\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42":73,"query\u6539\u5199":100,"rate\u4e3a0":100,"rate\u4e3a5":100,"rate\u88ab\u8bbe\u7f6e\u4e3a0":92,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":21,"reader\u8f93\u51fa\u7684data":21,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":86,"release\u9875\u9762":47,"repo\u7684\u6839\u76ee\u5f55":60,"request\u524d":72,"request\u7684":72,"request\u88ab\u5408\u5e76\u540e":72,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":96,"resnet\u6a21\u578b":94,"return":[2,6,8,9,11,12,14,15,16,17,21,22,24,27,30,31,36,37,39,40,42,44,46,48,49,50,51,57,58,62,67,70,73,75,86,93],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":67,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":67,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":69,"rnn\u6a21\u578b":95,"rnn\u76f8\u5173\u6a21\u578b":77,"rnn\u914d\u7f6e":68,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":21,"search\u7684\u65b9\u6cd5":81,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":67,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":69,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":81,"server\u4e4b\u4e0a":20,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":20,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":20,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":20,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":20,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":20,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":20,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":20,"server\u751f\u6210\u4e00\u4e2auuid":20,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":20,"server\u7684\u6570\u636e\u5feb\u7167":20,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":20,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":20,"sh\u6765\u8bad\u7ec3\u6a21\u578b":92,"sh\u8c03\u7528\u4e86":93,"short":[8,9,31,48,50],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":52,"size\u4e3a1":100,"size\u4e3a50":100,"size\u4e3a512":81,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":55,"size\u5927\u5c0f\u4e3a128":99,"size\u662f3":100,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":55,"size\u7684\u503c":2,"softmax\u5c42":91,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":73,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":55,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":98,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":60,"ssh\u8fdb\u5165\u5bb9\u5668":60,"static":[14,24,35,48,49,90],"step\u51fd\u6570\u4e2d\u7684memori":69,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":69,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":66,"super":[40,73],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":34,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":34,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":34,"swig\u76f4\u63a5\u8bfb\u53d6c":34,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":34,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[17,35,44],"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":60,"tag\u4e3a":47,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":75,"tensor\u5230eigentensor":75,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":75,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":75,"tensor\u6a21\u5757\u5bf9el":75,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":74,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":75,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":75,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":100,"tests\u7684paddlepaddl":72,"tflops\u4e86":78,"toolchain\u76ee\u5f55\u751f\u6210\u4e00\u5957\u7f16\u8bd1\u5de5\u5177\u94fe":64,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":62,"true":[6,7,8,9,11,12,14,15,17,22,33,37,39,41,49,50,55,57,67,70,73,83,86,93,97,98,99,100],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":70,"try":[10,18,19,22,23,24,41,48,52],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":35,"type\u662fon":97,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":47,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":56,"unsupported\u6a21\u5757":74,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":81,"utf8\u7f16\u7801":91,"uts\u7b49linux":84,"v1\u7248\u672c":52,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":59,"var":[17,30,32,33,37,39,40,45,50,51],"vector\u662frank\u4e3a1\u7684tensor":75,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":99,"vocab\u505a\u4e3a\u5b57\u5178":99,"void":[17,22,24,30,34,35,39,49,73,74,75],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":84,"w0\u548c":93,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":93,"wheel\u5305":47,"while":[6,12,17,26,38,41,48,86,100],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":75,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":70,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":67,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":67,"x86_64\u548cmaco":52,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":62,"x\u548cwindow":[60,64],"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":60,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":62,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":86,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":86,"zero\u4e09\u79cd\u64cd\u4f5c":81,AGE:85,AWS:[21,84,87,88],And:[7,8,10,12,14,16,22,26,27,31,41,42,48],But:[8,9,12,16,30,48,52,90],EOS:8,For:[4,7,8,10,12,14,15,17,23,24,25,27,30,32,36,38,39,40,41,42,44,45,49,78,90],IDE:71,IDs:[12,26],IRs:42,K8s:90,NFS:84,NMS:8,NOT:40,Not:[15,19,90],OPs:[42,43],One:[7,9,14,16,26,44,48],Ops:[45,49],PFS:28,QoS:85,Such:50,TLS:[15,28],That:[8,12,41],The:[2,5,6,7,8,9,10,12,14,15,16,18,19,23,25,26,27,29,35,36,39,40,41,42,43,44,48,49,50,51,73,74,75,86,95,98,100],Their:[8,19],Then:[8,30,51],There:[7,8,12,14,15,17,18,19,24,26,27,29,36,38,48,51],These:[7,17,32,37,49],Use:[7,12,15,29,41,45],Used:[9,45],Using:[19,45,48,99],Will:[12,14],With:[8,9,39,50],YES:27,Yes:60,___embedding_0__:86,___embedding_1__:86,__doc__:49,__file__:27,__gradient_machines__:14,__impl__:49,__init__:[31,37,40,50,51,73],__main__:[4,31,93],__meta__:97,__metaclass__:74,__name__:[4,31,93],__param_conf__:14,__rnn_step__:70,__square_error_cost_0__:86,__tmp_params__:14,__va_args__:46,_binari:18,_block:51,_create_global_var:40,_librari:18,_link:9,_loss:31,_name:51,_op:74,_proj:8,_recurrent_group:70,_res2_1_branch1_bn:93,_source_language_embed:[70,91],_target_language_embed:[70,91],_test:18,_var:51,_var_desc:51,a_op:74,aaaaa:21,abc:8,abil:31,abl:[8,15,37,40,42,44,51,90],about:[8,9,17,18,27,29,36,42,48,49,98,100],abov:[2,7,8,15,17,18,19,23,30,32,36,37,39,40,42,44,49,50,78,90],abs:[8,9,16,31],abs_numerical_grad:16,acceler:20,accept:[6,8,12,15,41,45,98],access:[8,9,15,18,23,26,27,40,42],accessor:40,accord:[7,8,16,24,32,42,43,45,50,51],accordingli:[7,8],account:[45,90],accrodingli:22,accumul:[19,24],accur:[16,26],accuraci:7,acl:99,aclimdb:99,across:[8,12,36],act:[8,9,17,42,44,50,55,58,62,67,70],act_output:49,act_typ:95,activ:[9,13,18,42,49,55,62,70,95],activi:9,actual:[22,31,49],adadelta:[55,95],adagrad:95,adagradoptim:37,adam:[15,24,31,57,95,99],adamoptim:[91,95,99,100],adapt:[7,10,14],add:[8,9,12,14,16,17,18,22,26,30,33,37,42,43,45,48,51,52,72,75],add_depend:18,add_execut:18,add_input:[36,73],add_memori:36,add_output:36,add_scalar:[17,39],add_test:[18,73],add_to:[8,56],add_two:[17,36],add_unittest_without_exec:73,add_var:51,addattr:[49,74],addbia:73,addcom:[49,74],added:[7,14,17,43,72],addinitialoper:51,addinput:[49,74],addit:[8,9,45,50],addop:30,addoutput:74,addr:19,address:[19,24,42,44,90],addrow:73,addtolay:8,addtyp:49,admin:90,administr:[26,90],adopt:31,advanc:16,advantag:16,adversari:[31,41],affect:[8,17],afford:23,afi:2,aforement:18,after:[8,9,12,17,18,23,24,26,29,38,42,43,72],again:[15,19],age:[12,86,97],agg_level:[8,66,67],aggregatelevel:[66,67],ago:18,aircraft:100,airplan:92,aistat:8,alex:[8,99],alexnet_pass1:83,alexnet_pass2:83,algo_hrnn_demo:67,algorithm:[8,10,23,91,99,100],align:[8,9,12,100],all:[2,6,7,8,10,14,15,17,18,19,22,24,26,27,29,31,32,35,36,37,39,40,42,44,45,49,55,69,86,90,98,99],alloc:[6,24,27,75],allow:[15,24,42],allow_only_one_model_on_one_gpu:[80,81,83],alpha:18,alreadi:[18,19,40,42,43,48,52],also:[8,9,12,15,17,18,22,25,30,31,32,38,39,40,41,48,49,50,78,90,95],altogeth:90,alwai:[8,9,14,18,41,44,51,86],amazon:85,ambigu:41,amd64:84,amend:72,analysi:[98,99],ancestor:[39,40],android:64,android_abi:64,android_arm_neon:64,android_native_api_level:64,android_standalone_toolchain:64,androideabi:64,ani:[8,9,12,15,18,19,24,26,27,40,41,42,43,44],annot:98,annual:98,anoth:[8,14,15,17,27,48,49],anroid_arm_mod:64,anyth:[12,41,98],anytim:31,api:[12,14,15,18,24,25,27,28,30,31,36,38,45,47,50,51,78,86,89,90,99],api_shar:18,api_test:18,api_trainer_config:97,api_trainer_config_helpers_data_sourc:97,api_trainer_config_helpers_lay:[70,95],api_trainer_config_helpers_layers_context_project:97,api_trainer_config_helpers_layers_cos_sim:97,api_trainer_config_helpers_layers_data_lay:97,api_trainer_config_helpers_layers_embedding_lay:97,api_trainer_config_helpers_layers_fc_lay:97,api_trainer_config_helpers_layers_pooling_lay:97,apiserv:84,apivers:[84,85,86],apo:100,appear:32,append:[2,14,40,41,67,70,86],append_gradient_machin:14,append_oper:40,appleyard:78,appli:[8,31,32,48],applic:[32,40,45,78,85,90],applyl1:22,approach:[8,38,42,43,90,95],apt:92,arbitrari:[8,42],arch:64,architectur:100,archiv:[12,34,35],area:31,arg:[2,7,9,37,49,57,58,74,86,92,93,95,98,99],arg_nam:8,argpars:86,args_ext:86,argument:[2,8,12,17,22,23,37,38,44,86,98],argumentpars:86,argv:93,arm64:64,arm:[64,65],arm_soft_fp_abi:64,armeabi:64,around:[2,8,26,90],arrai:[4,6,8,12,14,24,32,39,40,41,45,50,55,57,62,74,93],arrang:50,arrow:31,articl:[32,72],arxiv:[8,9,31,99],as_row_vector:8,as_step_input:17,ask:[19,26],assert:4,assign:[7,8,23,90],associ:[38,46,98],assum:[7,8,17,42],astyp:[41,74],asyc:19,async:[19,80],async_count:[80,81],async_lagged_grad_discard_ratio:81,async_lagged_ratio_default:[80,81],async_lagged_ratio_min:[80,81],asynchron:19,atla:59,atlas_root:59,attenion:9,attent:[8,9,100],attr1:8,attr2:8,attr:[6,8,9,17,39,40,49,55,56,57,70,74],attr_map:49,attrdesc:39,attribut:[8,9,13,17,39,43,45,48,49,50],attributemap:74,attrproto:49,attrtyp:[39,49,74],attrvalu:49,auc:80,author:[28,84],authorized_kei:79,auto:[17,22,34,45,48,50,73,74,75,78],automat:[8,15,24,30,37,42,43,45,49,100],automaticli:8,automobil:92,avail:[19,24,43,44,90],averag:[7,8,11,23,98],average_test_period:[80,81,98],averagepool:8,avg:[66,78,95],avgcost:[95,97,99,100],avgpool:[8,95],avoid:[16,17,19,38,78],avx:60,await:85,awar:[15,36,40],aws:28,axi:55,aync:43,azur:84,b2t:91,b363:85,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:85,back:[14,19,31,42],background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,17,22,24,31,37,38,46,73,74],backward_first:70,backward_op:16,backwardactiv:73,baidu:85,bake:42,balanc:43,balasubramanyan:99,bank:98,bare:[84,85,90],barrierstatset:78,base:[7,8,11,12,15,23,37,42,45,46,50,71],baseactiv:9,baseev:14,basematrix:73,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[60,71,72,85,86],basic:[8,14,39,45,46,50],batch:[8,9,10,12,14,15,17,19,21,22,31,33,36,50,58,62,79,85,86,92,93,95,97,99,100],batch_0:93,batch_id:[14,31,62],batch_im:31,batch_label:31,batch_norm:31,batch_norm_lay:9,batch_norm_typ:8,batch_read:[21,41],batch_siz:[12,31,55,58,62,79,91,92,95,97,99,100],batch_szi:31,batch_z:31,batchnorm:31,batchsiz:[8,73],bazel:18,bbbbb:21,bbox:[7,8],bcd:8,bcebo:12,bcm2708:65,bdist_wheel:47,beam:[8,70,100],beam_gen:[8,70],beam_search:[14,69,70],beam_siz:[8,70,80,81,83],beamsiz:100,becaus:[7,8,12,15,17,18,19,24,38,40,41,42,48,50,51,67],becom:[43,48],been:[18,23,98],befor:[8,9,19,26,29,32,38,41,52,55,74,90],begin:[7,8,22,24,29,32],beginiter:[14,15],beginn:70,beginpass:[14,15],begintrain:15,behind:50,being:[26,41],belong:[8,42,48],below:[8,17,19,24,38,41,42,43,50,51],benefit:[9,26,27],bengio:8,bertolami:99,besid:[8,12,42],best:[8,18,97],best_model_path:98,besteffort:85,beta1:10,beta2:10,beta:[31,93],better:[8,9,18,90],between:[7,8,10,14,18,19,24,35,38,43,44,46,48,100],bgr:93,bi_gru:9,bi_lstm:9,bia:[8,9,10,73,93],bias:8,bias_attr:[8,9,55,57,58,67,70],bias_param_attr:9,biases_:73,biasparameter_:73,biassiz:73,bidi:85,bidirect:[8,9,98,99],bidirectional_lstm:56,bidirectional_lstm_net:99,big:[43,90],bigger:19,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:78,bin:[60,79,84,85,86,97],binari:[7,8,12,18,27,31,42],bind:[30,48],bird:92,bitext:100,black:31,blank:8,bleu:100,block:[8,20,22,24,36,37,42,43,51,75],block_i:8,block_x:8,blockdesc:[17,32,37,40,45],bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:99,book:[12,45,70],bool:[6,7,8,9,11,12,14,17,33,40,49,50,51,73,81,83,99],boot:[8,69,70,90],boot_bia:8,boot_bias_active_typ:8,boot_lay:[67,70],boot_stat:50,boot_with_const_id:8,bootstrapp:90,borrow:[31,50],bos_id:[8,70],both:[5,6,8,9,15,17,18,19,26,31,42,43,51],bottom:[14,95],bound:8,boundari:42,boundri:7,box:[8,31],brace:[17,32],brain:26,branch:[8,15,17,18,33,39,42,47,72],break_if:50,brendan:99,brief:[18,24,75],broadcast:[19,45,90],broken:72,browser:60,bryan:99,bsd:71,buf:22,buf_siz:12,buffer:[12,22,41,48],buffer_s:12,buffered_read:41,bug:72,build:[8,12,18,27,32,42,47,49,60,64,65,71,72,76,86,87,88,100],build_dict:12,build_doc:76,build_model:31,built:[18,42,49,50,78,90],bunk:99,c11:34,c703c041:72,c99:35,cach:[42,55,98],cache_pass_in_mem:[2,55,98],cachetyp:[2,55,98],cacul:9,caff:17,caffe2:17,caffe_poli:57,calc_batch_s:[2,98],calcul:[7,8,9,10,16,19,24],call:[7,8,9,14,15,16,17,22,23,24,25,27,31,32,36,37,40,42,45,46,48,49,50,78,86,95],callabl:[6,8,12],callback:73,caller:16,calrnn:67,caltech:92,can:[6,7,8,9,12,14,15,16,17,18,19,22,23,26,27,30,31,32,36,37,39,40,41,42,43,44,45,46,49,50,51,78,90],can_over_batch_s:[2,98],cancel:26,candid:8,cannot:[44,45,48,50,52],capabl:[38,45],capi:34,capi_prvi:35,caption:100,card:79,care:[9,27,41,90],caret:14,carpedm20:31,cast_to_op_attr:49,cat:[60,86,92,93,99],categori:[8,12,19],categorig:12,categoryfil:85,caus:[19,29],cc_:18,cc_binari:18,cc_test:18,ccb2_pc30:100,cclient:25,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9],cento:90,ceph:[21,84],cephf:[21,27,28],certain:[37,48],certif:[15,28,84],cffi:34,cfg:85,cgo:34,chagn:46,chain:[12,32],challeng:[8,19,33],chanc:15,chang:[8,12,18,23,27,38,39,41,46,48,72,99],channel:[8,9,78],chapter:36,chapter_data:36,chapter_out:36,check:[2,12,17,18,45,57,72,73,81],check_align:12,check_attr:49,check_eq:73,check_fail_continu:2,check_grad:[16,74],check_l:73,check_sparse_distribution_batch:[80,81],check_sparse_distribution_in_pserv:[80,81],check_sparse_distribution_ratio:[80,81],check_sparse_distribution_unbalance_degre:[80,81],checker:45,checkgrad:81,checkgrad_ep:81,checkmark:90,checkout:72,checkpoint:43,checksum:28,child:17,choic:18,chosen:31,chunk:[23,28],chunk_schem:7,chunktyp:7,cifar:92,cifar_vgg_model:92,circl:32,claimnam:86,clang:[34,60,72],clarifi:7,class1:99,class2:99,class_dim:99,classic:8,classif:[8,32,95,99,100],classifi:[8,31,93],classification_cost:[42,55,67,92,95],classification_error_evalu:[7,95,99,100],classification_evalu:7,clean:[17,18,38,45,52,72],clear:[7,18,38,48],clearer:38,clearli:48,client:[22,25,45,84],clip:[6,9,81,95],clock:8,clone:[8,60,65,71],close:[2,41,44,72],cloud:[18,19,27,28,29,44,45,90],cloud_read:12,cluster:[12,14,15,17,19,24,42,44,79,84,86],cluster_train:79,cmake:[35,52,59,64,65,71,72,74,76,78],cmake_build_typ:[64,65],cmake_c:[64,65],cmake_system_nam:[64,65],cmakelist:[18,73],cmatrix:[34,35],cna:8,cnn:[8,85,95],coars:30,code:[2,4,8,12,15,18,26,30,31,32,37,38,41,42,43,45,46,49,50,51,60,73,85,97],codebas:45,coded_stream:57,codedinputstream:57,coeff:8,coeffici:8,collabor:19,collect:[8,12,14],collectbia:73,color:[92,93],colour:12,column:[7,8,32,41,44],column_evalu:7,column_nam:40,com:[8,9,12,18,31,60,64,65,71,72,84,85,90,93],combin:[7,8,9,12,14,37,45,48],come:[39,50],comma:[14,24],command:[18,22,27,29,71,73,83,85,86,87,88],commandlin:[78,86],comment:[10,18,49,67,86],commit:[18,85],common:21,common_util:79,commonli:29,commun:[19,24,25,42,43],compar:[16,18,45],comparison:18,compat:30,compil:[8,18,42,46,49,51,64,65,71],complaint:18,complet:[8,9,10,12,14,17,19,23,24,28,32,45,85,86,90],complex:[9,26,41,45],complic:[8,30,42,50],compon:[42,50],compos:[12,15,30,36,40,45],composenotalign:12,composit:[30,46],compress:23,comput:[8,9,15,16,19,37,42,43,44,46,48,51,74,75,98,99],computation:8,conat:8,concat:[31,70,100],concaten:[9,31,36,50,55],concentr:45,concept:[7,15,30,31,36,38,39,44,48,50,51],conceptu:31,concern:15,concis:[31,50],concret:45,concurr:[19,26,43],cond:[17,33,39],condit:[8,23,33,42,85],condtion:31,conf:[4,8,57,67,79,86,91,93,100],conf_paddle_gradient_num:86,conf_paddle_n:86,conf_paddle_port:86,conf_paddle_ports_num:86,conf_paddle_ports_num_spars:86,confid:8,confidence_threshold:8,config:[6,8,21,29,58,62,73,79,80,81,83,84,85,86,90,92,95,97,98,99,100],config_:[22,81],config_arg:[80,81,83,93,95,98,99],config_bas:[7,8,14],config_fil:98,config_gener:[79,97],config_lay:73,config_len:24,config_pars:[4,73],config_proto:24,configprotostr:57,configur:[8,14,22,24,26,27,43,73,90,91,93,100],confirm:29,conflict:[48,72],confront:100,confus:31,conll05st:98,conll:[12,98],connect:[9,27,42,43,53,85,90,95],connectionist:[8,99],connor:99,consequ:[8,9],consid:[7,8,10,90],consider:9,consist:[7,8,12,23,39,41,45,49],consolid:17,const_cast:74,constant:[44,57],constraint:[42,48],construct:[7,15,36,40,45,48,49,51],constructbackwardgraph:32,constructoptimizationgraph:32,constructor:[40,45,48,49],consum:19,contact:26,contain:[2,7,8,9,11,12,14,15,17,23,31,38,44,45,46,48,49,50,71,85,86],content:[24,29],content_len:24,context:[2,8,9,12,48,55,70,74,75,84],context_attr:9,context_len:[8,9,95],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,95],continu:[7,19],contrast:8,contributor:45,control:[6,17,44,85,90,100],conv2d:31,conv:[9,31],conv_act:9,conv_batchnorm_drop_r:9,conv_bias_attr:9,conv_filter_s:9,conv_layer_attr:9,conv_num_filt:9,conv_op:8,conv_pad:9,conv_param_attr:9,conv_strid:9,conv_with_batchnorm:9,conveni:[15,37,49],convent:24,convers:42,convert:[2,4,12,21,41,46],convlay:8,convolut:[8,9,12,31],convoper:8,convtran:8,convtranslay:8,cool:72,coordin:[19,24],copi:[14,15,23,26,29,32,36,50,97],core:[6,35,38,50],coreo:90,corner:45,corpora:100,corpu:[12,98],correct:[8,16],correctli:[7,12,31],correspoind:15,correspond:[15,17,18,33,36,40,44,45,46,49,57],corss_entropi:15,cos:[8,49],cosin:[8,49],cosineop:49,cosineopproto:49,cosineopprotomak:49,cost:[10,14,15,32,37,39,42,44,58,62,97,99,100],cost_id:8,cost_val:42,could:[8,12,14,15,16,23,36,37,38,39,41,42,43,46],count:[7,19,27,41,78,81,83,85,97,98,99,100],counter:[19,23,32],cours:[7,27],cpp:[16,22,30,34,35,38,43,45,51,57,67,73,78,86,95,97,100],cpu:[2,6,8,16,27,38,42,44,45,47,60,71,74,75,78,83,85,86,98],cpu_per_p:44,cpu_per_train:44,cpuinfo:60,cpuplac:[74,75],cpusparsematrix:35,crash:[19,78],creat:[6,8,12,14,15,16,17,19,24,28,29,30,31,32,36,37,38,40,46,51,57,62,72,73,85,86,90],create_backward_pass:37,create_bias_paramet:73,create_block:40,create_cloud_job:44,create_doc_str:49,create_global_var:40,create_input_paramet:73,create_op:74,create_oper:30,create_optimization_pass:37,create_paramet:40,create_python_ops_creatation_funct:49,create_rnn:17,create_rnn_op:36,create_var:40,create_whileloop:50,createfromconfigproto:4,creategradientoper:46,createop:49,createoper:17,createvar:51,createvari:17,creation:30,creator:[12,21,45,46],creator_:46,credenti:29,crf:98,critic:[31,99],crlf:72,crop:93,crop_siz:93,cross:[8,57,64,65,95],cross_entropi:[8,15,31,44],cross_entropy_with_selfnorm:8,crt:[28,84],csc:73,cslm:100,csr:73,csv:57,ctc:7,ctc_evalu:7,ctest:[60,71,72,74],ctor:40,ctrl:[71,79,97],ctx:[74,75,98],ctx_0:98,ctx_0_slot:98,ctx_n1:98,ctx_n1_slot:98,ctx_n2:98,ctx_n2_slot:98,ctx_p1:98,ctx_p1_slot:98,ctx_p2:98,ctx_p2_slot:98,cub:92,cuda:[18,45,71,78,79,81],cuda_dir:[80,81],cuda_so:[52,60],cuda_visible_devic:55,cudaconfigurecal:78,cudadevicegetattribut:78,cudaeventcr:78,cudaeventcreatewithflag:78,cudafre:78,cudagetdevic:78,cudagetdevicecount:78,cudagetdeviceproperti:78,cudagetlasterror:78,cudahostalloc:78,cudalaunch:78,cudamalloc:78,cudamemcpi:78,cudaprofilerstart:78,cudaprofilerstop:78,cudaprofilestop:78,cudaruntimegetvers:78,cudasetdevic:78,cudasetupargu:78,cudastreamcr:78,cudastreamcreatewithflag:78,cudastreamsynchron:78,cudeviceget:78,cudevicegetattribut:78,cudevicegetcount:78,cudevicegetnam:78,cudevicetotalmem:78,cudnn:[8,11,18],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[80,81],cudnn_convt:8,cudnn_dir:[80,81],cudnnv5:59,cudrivergetvers:78,cuinit:78,cumul:8,curl:84,curli:[17,32],current:[2,8,17,18,19,22,24,36,38,40,43,44,48,50,51,84],current_block:[39,40],current_oper:39,current_word:[55,70],currentcost:[95,97,99,100],currentev:[95,97,99,100],curv:15,custom:[15,27,31,45],custom_batch_read:41,cut:[43,50],cutoff:12,cxx_compil:[64,65],cxx_flags_minsizerel:[64,65],cycl:19,cyclic:8,cython:34,d_b0:31,d_b1:31,d_b2:31,d_block:31,d_f:31,d_g:31,d_h0:31,d_h0_bn:31,d_h0_relu:31,d_h1:31,d_h1_bn:31,d_h1_relu:31,d_h2:31,d_loss:31,d_loss_fak:31,d_loss_real:31,d_optim:31,d_step:31,d_t:31,d_w0:31,d_w1:31,d_w2:31,dalla:2,dan:98,dandroid_abi:64,dandroid_arm_mod:64,dandroid_arm_neon:64,dandroid_standalone_toolchain:64,darwin:84,dash:31,dat:[21,79,97],data:[2,7,10,14,15,16,17,21,22,23,28,31,32,36,37,38,39,43,44,45,48,49,50,51,55,60,62,67,70,75,79,80,85,86,87,91,92,93,95,97,98,99,100],data_batch:55,data_config:4,data_dir:[91,92,99,100],data_fil:58,data_i:31,data_lay:[2,22,40,55,58,67,92,95,98],data_read:[12,41],data_reader_creator_random_imag:41,data_shar:50,data_typ:[12,51,62,70],data_x:31,databas:12,datacent:[21,29],datacenter1:21,datacenter2:21,datacenter_1:21,datacenter_2:21,datacenter_nam:21,datadim:8,dataprovid:[1,55,57,58,79,86,95,97,98],dataprovider_:95,dataprovider_bow:95,dataprovider_emb:95,dataproviderconvert:4,datasci:8,dataset:[21,27,41,62,70,93,96,99,100],datatyp:51,date:98,db_lstm:98,dcgan:31,dcmake_build_typ:76,dcmake_install_prefix:[64,65],dcmake_system_nam:[64,65],dcudnn_root:59,ddim:75,dead:19,deal:90,deb:72,debian:60,debug:[16,29,42,76],decai:10,decar:12,decayr:22,decent:23,decid:[15,26,31,41,46],declar:[8,17,31,36],decod:[8,9,69,70,100],decoder_boot:70,decoder_group_nam:70,decoder_input:[55,70],decoder_mem:70,decoder_prev:9,decoder_s:[55,70],decoder_st:[9,70],deconv:[8,31],deconvolut:8,decor:[2,12],deduc:45,deep:[8,26,31,32,45,78,92,93],deer:92,def:[2,4,8,12,15,16,21,27,30,31,36,37,40,41,49,50,51,55,57,58,62,67,70,73,74,86,93,95,98],def_block:31,defalut:8,default_block:31,default_decor:86,default_devic:83,default_st:50,default_valu:83,defect:38,defer:26,defin:[2,8,9,12,14,15,17,18,19,26,30,31,36,39,40,41,43,45,48,49,50,55,62,74,95],define_py_data_sources2:[2,57,58,92,93,95],defini:100,definit:[17,19,23,39,42,49,50,91],definiton:30,degre:8,delet:[27,28,72],delimit:[7,57,97],deliv:90,delta:[8,16],delv:8,demand:19,demo:[4,8,12,45,79,85,87,91,92,93,95,97,99,100],dens:[8,12,24,25,97],dense_arrai:12,dense_vector:[2,4,12,58,62],dense_vector_sequ:12,dep:18,depend:[17,18,19,27,42,43,51,90],deploi:[8,90],deploy:[45,90],deprec:8,depth:17,dequeu:43,deriv:[5,15,33,37],desc:[17,40,49,50],desc_:17,descend:50,descent:[8,19],describ:[15,17,18,23,38,39,40,45,49,51,85],descript:[7,17,18,46,51,86],deseri:[14,38],deserializ:45,desgin:32,design:[8,12,22,34,90],desir:[19,85],destin:[24,29],destroi:17,destruct:48,det_output:7,detail:[6,7,8,9,10,16,23,27,29,31,36,40,42,44,48,50,90],detect:72,detection_evalu:7,detection_output:7,determin:[8,12,17,45],dev:[45,52,60,71,72,90,92,100],dev_ctx:17,develop:[18,38,46,47,72,100],deviat:6,devic:[6,38,42,44,45,52,60,75,83],device_context:74,device_context_:74,devicecontext:[17,74],deviceid:83,devid:8,dez:99,dhcp:90,diagram:36,diamond:31,dict:[2,7,12,14,40,44,57,67,86,97,99,100],dict_dim:[55,67,99],dict_fil:[7,67,98],dict_siz:[12,22],dictionari:[2,7,8,12,14,15,16,44,55,95,100],dictrionari:95,dictsiz:100,did:38,diff:72,diff_mat:16,differ:[7,8,14,17,18,19,24,26,31,33,42,43,44,46,48,50],differenti:30,difficult:[7,16],digit:8,dilat:8,dilation_i:8,dim0:74,dim1:74,dim:[8,12,22,36,40,45,51,73,74,75,91,99],dim_:75,dimens:[5,8,11,12,31,45,50,55,75],dimes:8,dir:[64,79,86,93,97,98,99,100],direct:[8,9],directli:[9,18,25,27,38,42,49,50],directori:[8,18,21,26,28,29,72,78,85],disabl:57,discard:[12,19,23,72,81],discexp:57,discount:8,discov:19,discrim:31,discuss:[15,17,23,24,25,42],dispatch:[38,42],displai:[27,29],disput:100,dist:[47,52],dist_train:[15,27],distanc:7,distinguish:18,distribut:[8,17,23,24,25,26,43,44,45,51,81,87,88,90],distribute_test:[80,81],distributedli:42,disucss:15,divid:[10,49,51],diy_beam_search_prob_so:[80,81],dmkl_root:59,do_forward_backward:41,doc:[4,12,36,50,60,74,76,86],doc_cn:76,doc_them:76,docker:[47,52,60,72,85,86,87,88,90],docker_build:15,docker_push:15,dockerfil:[60,71,72,86],dockerhub:60,document:[9,16,28,32,36,45],documentari:2,doe:[9,19,23,24,26,27,38,41,42,43,45,46,51],doesn:[6,8,12,15,17,41,44],dog:[92,93],doing:[22,26,32,42],don:[9,15,18,30,32,41],done:[7,8,9,18,19,23,24,42,46,72,78,86],dot:[74,100],dot_period:[81,83,86,92,97,99,100],dotmuloper:8,dotmulproject:8,doubl:[8,32,42,74,81],down:78,download:[12,18,19,22,26,28,85,90],download_cifar:92,doxygen:72,dozen:18,dpython_execut:52,dpython_include_dir:52,dpython_librari:52,drive:48,drop:9,drop_fc:56,drop_rat:[6,56],dropout:[6,9,56],dropout_r:[8,56],drpi_arm_neon:65,drpi_toolchain:65,drwxr:85,dst:24,dtoh:78,dtype:[4,40,57,58,93],dubai:100,due:[23,26,31,40],dummi:[14,23],duplic:43,durat:23,dure:[2,8,9,17,19,23,26,27,45,90,100],dwith_c_api:[35,64,65],dwith_doc:76,dwith_gpu:[59,65,76],dwith_mkldnn:76,dwith_mklml:76,dwith_profil:78,dwith_python:[35,65],dwith_swig_pi:[35,64,65],dwith_test:74,dwith_tim:78,dynam:[2,24,35,41],dynamic_cast:73,dynamic_recurrent_op:50,e2e:90,each:[2,7,8,9,11,12,14,16,18,19,22,23,24,26,27,32,36,38,40,41,42,43,45,46,48,49,50,90,97],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,eas:[12,41],easi:[16,41,45],easier:[15,41,43,50],easili:[15,31,41,46,48],ec2:84,echo:[52,60,97,99],edg:44,edit:7,edu:[12,85,92],effici:[8,42],effort:42,efg:8,eigen:[45,74],eigen_use_gpu:74,eigenmatrix:75,eigentensor:75,eigenvector:75,either:[8,12,14,15,31,33,36],electron:85,elem_dim:8,element:[7,8,9,12,14,16,23,41,43,44,45,74],element_typ:24,elementari:45,elif:[15,49],els:[15,22,27,31,33,42,43,48,49,60,67,73,93],emac:71,emailweixu:18,emb1:[22,67],emb2:[22,67],emb:[55,57,67,85,95],emb_group:67,emb_para:57,emb_param_fil:57,emb_sum:55,embed:[15,17,22,43,50,57,70,91,97,99],embedding_lay:[22,55,67,95],embedding_nam:[8,70],embedding_s:[8,70],empir:8,emplace_back:73,emploi:49,empti:[7,12,19,58],enabl:[6,8,17,18,23,43,71,78],enable_grad_shar:[80,81],enable_parallel_vector:81,enc_proj:[9,70],enc_seq:9,enc_vec:70,encapsul:[24,44],encod:[9,23,67,100],encoded_proj:[9,70],encoded_sequ:[9,70],encoded_vector:70,encoder1:67,encoder1_expand:67,encoder1_rep:67,encoder2:67,encoder2_rep:67,encoder_last:8,encoder_s:70,encount:22,encourag:42,end2end:90,end:[7,8,14,17,38,41,48,70,72,98,99],end_pass:15,end_po:8,endforwardbackward:14,enditer:[14,15,62],endpass:[14,15],endpoint:[12,21],endtrain:15,engin:27,english:[8,100],enlarg:74,enough:17,enqueu:43,ensembl:9,ensur:[19,48],enter:17,enterpris:45,entir:[8,9,24,26],entiti:[7,17,48],entri:[12,23,27],entropi:[8,95],entry_point:27,enueu:43,enumer:[5,57],env:[55,86],environ:[15,44,52,78,85],eol:72,eos_id:[8,70],epoch:31,epsilon:10,equal:[8,9,19,50,67,74],equat:[7,8,9,10,74],equival:[8,15,17,33,49,90],error:[6,7,8,9,10,15,16,23,29,48,52,57,74,81,95,97,99,100],error_clipping_threshold:[6,55],especi:9,essenc:15,essenti:[8,15],estim:[8,15,43],eta:85,etc:[7,12,17,41,42,48,90,100],etcd:[12,14,19,23,24,26],etcd_addr:24,etcd_endpoint:12,eth0:[79,86],eval:[7,17,31,44,45,51,95,97,99,100],eval_bleu:100,evalu:[8,13,14,26,42,44,78,79,97,99,100],evaluate_difficult:7,evaluate_pass:99,even:[15,41],evenli:24,event:[62,85],event_handl:[14,15,62],eventu:50,everi:[7,8,9,12,15,19,23,24,26,32,43,48,49],everyth:[31,42,43],evid:38,exactli:[8,9,55],exampl:[7,8,9,10,12,14,17,27,29,30,31,32,36,38,39,40,41,43,45,50,93],exc_path:52,exceed:8,except:[8,12,26,32,50],exchang:38,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exe:84,exec:60,execut:[18,19,23,27,31,44,46],executioncontext:[74,75],executor:[31,37,39],exist:[15,17,19,29,40,41,44,49,50,75,99],exit:[24,29,85],exp:57,expand:67,expand_a:[8,66,67],expand_lay:67,expand_level:[8,66],expandconvlay:8,expandlevel:66,expans:8,expect:8,expert:18,expir:19,explain:[7,19,30,32],explan:[8,16,27,42,48],explicit:[50,73],explicitli:[15,44],explor:8,exponenti:5,expos:[25,50],express:[15,43],ext:8,extend:[7,43,50],extens:[26,43],extent:35,extern:[18,34,35,45],external_librari:18,extra:[6,8,9,42,90],extra_lay:14,extraattr:[6,83],extraattribut:8,extraattributenon:8,extract:[7,8,38,42,91,93,98],extract_fea_c:93,extract_fea_pi:93,extralayerattribut:[6,9,55,56],extralayeroutput:9,extrem:8,f1205:57,f120da72:85,fa0wx:85,fabric:79,face:18,facotr:8,fact:[39,40,46],factor:[6,8,10],factori:34,fail:[19,23,44,52,57,81,85],failur:[19,24],fake:31,fake_imag:41,faked_imag:31,falloc:28,fals:[6,7,8,9,10,12,16,17,33,36,39,41,55,58,62,67,70,73,74,83,85,91,95,98,99,100],false_block:[17,33,39],false_label:41,false_read:41,faq:89,far:50,fast:[8,23,46,78],faster:[8,9,19],fault:[14,23,45],fbd1f2bb71f4:85,fc1:[44,51,73,83],fc2:[44,51,83],fc3:83,fc4:83,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[40,49,55,57,58,67,83,95,97],fc_layer_nam:9,fc_mat:14,fc_op:49,fc_out:17,fc_output:49,fc_param_attr:9,fc_without_b:17,fclayer:73,fcop:30,fdata:[67,98],fea:93,fea_output:93,feat:99,featur:[2,5,8,12,72,93,97,98],feature_map:97,feed:[9,14,15,32,36,40,42,44,62],feed_dict:[31,44],feeder:12,fernan:99,festiv:2,fetch:[12,19,22,42,52,72],few:[18,19,41],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,17,46,49,55,97],fifth:32,figur:[15,18,31,36,43,91,100],file1:100,file2:100,file:[2,7,8,12,14,15,18,19,21,23,24,26,27,28,29,35,41,42,45,51,72,74,90,93,96,99,100],file_list:2,file_nam:[57,58,67,93,95,98],filenam:[2,21,40,55,97],fileoffset:28,filer:8,filesystem:[26,27,28,42],fill:[8,19,23,40],fill_zero_grad:45,filter:[8,9],filter_s:[8,9],filter_size_i:8,find:[8,10,17,19,26,48],find_var:16,findop:17,findvar:[17,48],fine:[6,23,30],finish:[19,23,26,27,49,85],first:[8,14,15,17,19,23,26,27,29,31,32,36,39,40,42,45,49,50,74,75,90,95],first_seq:70,firstli:[7,8],firstn:12,firstseen:85,fit:[12,45],five:39,fix:[6,34,42,72],flag:12,flatten:[39,40,75],flatten_result:55,flatten_s:51,flexiabl:41,flexibl:[8,9,15,24,32,36,42,50],flight:100,float32:[4,12,30,31,40,41,57,58,74,93],floor:[8,57],flow:[17,36,47],fmt:57,fname:57,folder:[18,21,27,29,100],follow:[7,8,9,10,12,14,15,16,17,18,19,23,27,30,31,32,33,36,39,41,43,45,48,49,50,87,88,90],forbid:15,force_load:34,forest:17,forget:[10,15],fork:8,form:[8,9,10],format:[7,12,14,16,23,50,72,73],former:[15,18],formula:[8,9,16],formular:8,forth:31,forward:[5,8,9,16,17,22,24,31,37,38,39,45,46,73],forward_op:16,forwardactiv:73,forwardbackward:14,forwardtest:4,found:[8,39,48],four:[7,32],fp16:[45,51],fp32:[45,51],fp64:51,fparam:57,fpga:44,frame:[7,45,50],framework:[15,17,39,45,48,49,51,74],free:[12,90],french:100,frequenc:12,frequent:[23,41,45],fresh:[26,44],friend:48,friendli:31,frog:92,from:[2,4,7,8,9,12,14,16,17,18,19,21,22,23,24,29,30,31,32,33,36,37,38,39,40,41,42,43,44,45,48,50,52,58,60,69,74,75,78,85,90,91,92,95,97,98,99,100],from_no_sequ:[8,66],from_sequ:[8,66],from_tar:14,fromfil:[41,57,58,93],fromstr:57,fulfil:78,full:[8,19,26,36,90],full_matrix_project:[9,67,70],fullfil:51,fulli:[42,43,90,95],fullmatrixproject:8,fullsiz:22,fully_matrix_project:9,fullyconnectedlay:73,func:[2,12,23,46],funciton:9,functor:30,fundament:[43,45],further:[8,49,90],furthermor:44,futur:[8,26,42,45],fvs:49,fwd_op:46,g_b0:31,g_b1:31,g_b2:31,g_block:31,g_h0:31,g_h0_bn:31,g_h0_relu:31,g_h1:31,g_h1_bn:31,g_h1_relu:31,g_h2:31,g_im:31,g_loss:31,g_optim:31,g_step:31,g_w0:31,g_w1:31,g_w2:31,gain:8,gamma:93,gan:15,gangliao:18,gate:[8,9],gate_act:[8,9,67],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,38,74],gauss:6,gaussian_normal_random:31,gcc:[34,45,60,64,65,71],gce:84,gcepersistentdisk:84,gcreators_:49,gen:[8,100],gen_conf:100,gen_data:100,gen_proto_pi:76,gen_rand_param:57,gen_result:100,gender:[12,86,97],gener:[2,7,8,9,12,14,15,16,17,18,19,21,23,24,26,30,37,39,41,42,43,45,46,49,50,78,83,86,91,100],generated_word_embed:8,generatedinput:[8,69,70],genr:[86,97],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,19,23,24,26,27,28,31,36,44,45,46,48,49,50,51,73,85,92,97,98,99],get_all_op_proto:49,get_batch_s:98,get_best_pass:99,get_block:40,get_cloud_job:44,get_config_arg:[83,99],get_data:[85,95,98],get_default_block:51,get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:99,get_input_lay:73,get_model:93,get_movie_title_dict:12,get_numeric_gradi:16,get_numerical_gradi:16,get_output:16,get_sample_from_lin:55,get_shap:14,get_support:52,get_tensor:16,get_vari:17,get_word_dict:12,getbatchs:73,geteigendevic:75,getenv:[15,27,86],gethostbynam:86,gethostnam:86,getidmap:86,getinput:73,getinputgrad:73,getinputvalu:73,getlayeroutput:14,getmat:22,getoptconfig:22,getoutputgrad:73,getoutputvalu:73,getparam:22,getparameterconfig:22,getparameterptr:73,getparameterspars:22,getparametersremot:22,getplac:[74,75],getpodlist:86,getsiz:73,gettask:23,gettranspos:73,getw:73,getweight:73,getwgrad:73,gildea:98,gist:9,git:[47,52,60,65,71,72],github:[9,18,31,60,65,71,72,93],give:[2,19,36,45],given:[8,12,14,24,26,30,31,41,43,44,50],glide:18,global:[6,15,17,18,19,38,40,44,45,48,49,71,78],global_block:40,global_learning_r:6,globalstat:78,globalstatinfo:78,globe:2,glolal_block:40,glusterf:84,gnueabihf:65,go_librari:18,go_test:18,goal:[32,45],gob:23,godep:18,godoc:34,goe:[8,9,19,33,48],going:[30,90],golang:18,good:[8,31,41,90],goodfellow13:8,googl:[15,45,57,64],googleapi:84,got:48,gprotos_:49,gpu:[6,8,11,16,27,38,42,44,45,47,52,60,71,74,78,83,90,93,98,99,100],gpu_id:[55,81,83],gpu_per_train:[42,44],gpugpu_id:80,gpukernel:45,gpuplac:74,grab:19,grad:[16,24,81],grad_op_class:45,grad_op_maker_:46,grad_op_typ:[45,46],grad_op_type_:46,grad_share_block_num:[80,81],grad_var_nam:16,gradient:[6,7,8,10,14,19,23,32,37,38,45,81,86,95],gradient_check:74,gradient_clipping_threshold:[6,55,95,99],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,35],gradientcheck:74,gradientmachin:[4,14,35,38,86,97,100],gradientmachine_:22,gradopdescmak:46,gradopdescmakerbas:46,gradopmak:46,grain:30,gram:91,grandient:14,graph:[8,14,17,18,19,31,36,39,42,44,51],grave:99,great:[43,90],greater:8,greaterthan:49,green:31,grep:[60,99],groudtruth:70,ground:[7,8,100],group:[9,23,90],group_input1:70,group_input2:70,group_input:[67,70],grouplen:[12,96],grpc:90,gru:[8,95],gru_bias_attr:9,gru_decod:70,gru_decoder_with_attent:70,gru_encoder_decod:[91,100],gru_layer_attr:9,gru_memori:9,gru_siz:95,gru_step:70,gru_step_lay:9,grumemori:[9,56,70],gserver:[8,73],gsizex:78,guarante:40,guard:22,guid:[28,45,85],gzip:[23,85],h0_bn:31,h_prev:17,hadoop:15,hand:45,handi:18,handl:[12,15,27,38,41,42,44,48,50],handler:[14,17],handwrit:99,happen:[23,49],hard:[42,43,50],harvest:95,has:[7,8,9,10,12,15,16,17,18,19,23,24,26,31,39,42,43,44,45,49,78,90,98],has_kei:14,hassubseq:67,have:[8,9,12,15,16,17,18,19,23,24,26,27,30,31,32,36,38,39,40,41,42,43,44,45,46,48,90],hdf:21,head:[74,99],header:[24,35,45,57,58,93],height:[8,12,17,34,41,57,73,74],held:19,hello:15,help:[4,17,29,45,50,51,72],helper:[8,42,46,50],henc:[40,48],here:[6,7,8,9,12,15,18,19,25,29,32,41,49,90],heterogen:[42,43],heurist:[8,43,100],hidden:[8,9,37,42,56,57],hidden_a:57,hidden_b:57,hidden_dim:67,hidden_out:17,hidden_s:9,hierach:69,hierarch:[8,39,40,45,67],hierarchi:45,high:[6,90],higher:[30,50],highest:[12,17],highli:[12,50],him:15,hint:[4,43],his:44,histor:30,hl_get_sync_flag:73,hold:[15,19,23,25,31,42,44,48,49,75],holder_:75,home:[21,29,42,44,79,85,86],honor:23,hook2:67,hook:[6,67,98],hookattr:6,hookattribut:6,horizont:8,hors:92,horst:99,host:[18,27,79,85],host_c:[64,65],hostnetwork:86,hostpath:[84,85,86],hot:95,hous:[2,12],how:[6,8,15,17,19,23,29,30,38,49],howardjohnson:67,howev:[8,9,16,26,38,40,41,42,46,49],howto:86,hpp:34,html:[12,92],htod:78,http:[8,9,12,18,27,31,60,64,65,71,72,84,85,90,92,93,96,100],huber:8,huge:8,huina:99,human:8,hyper:[8,31],hyperplan:12,i0601:97,i0706:100,i0719:100,i1116:86,i1117:78,ib0:79,ics:12,icwsm:99,id_input:7,idea:[8,18,41],identifi:33,identityoffsetproject:8,identityproject:8,idmap:86,ids:[7,8,55,97],idx:[23,31,73],ieee:99,ies:29,ifels:[17,39],ifelseop:39,ight:8,ignor:[2,8],iil:57,ijcnlp:99,illustr:[7,19,24,30,36,42,44],ilsvrc:93,im_siz:31,imag:[11,12,15,31,32,37,39,41,44,51,60,71,72,85,86,87,88,90,92,93,100],image_a:41,image_b:41,image_classif:92,image_fil:41,image_lay:41,image_list_provid:93,image_nam:15,image_path:41,image_provid:92,image_reader_cr:41,image_s:93,imagenet:[8,21],imagepullpolici:86,imageri:8,images_reader_cr:41,imagin:32,imdber:99,img:[2,8,9,42,92],img_conv_lay:9,img_pool_lay:9,img_siz:92,imgsiz:78,imgsizei:78,imgsizex:78,immutable_paramet:15,imperfect:45,implement:[8,9,10,12,17,23,24,25,26,27,30,33,34,35,38,42,43,48,49,50],implemet:22,impli:18,implicit:44,imposs:90,improv:[8,43,45],inarg:[4,22],inc_path:52,includ:[7,8,9,12,15,17,18,24,27,31,34,35,36,39,40,42,45,49,64,65,72,74,78],incorpor:8,incorrect:8,increas:[19,23,57],increment:32,incupd:73,inde:[12,41],independ:[8,16,24,44,48,90],index:[7,8,11,12,14,16,17,19,23,39,40,50,67,97],indexslot:8,indic:[7,8,17,24,31,36,39,46,50],indice_map:50,indices_map:50,individu:19,industri:[19,90],ineffici:38,infer:[15,17,19,33,34,40,44,45],infer_shap:40,inferior:26,infershap:[17,40,45,51,74,75],infershapecontext:[74,75],infiniband:79,info:[7,8,12,36,62,67,73,79,86,90],inform:[8,12,14,17,27,29,36,40,42,48],inherit:[17,37,45],ininst:15,init:[6,14,17,31,36,42,51,62,73,86,98],init_attr:40,init_from_tar:14,init_hook:[67,95,98],init_model_path:[80,81,83,91,95,98],initi:[2,6,8,9,12,14,18,23,32,36,40,42,43,49,50,51,81,95],initial_max:[6,57],initial_mean:[6,8,57],initial_min:[6,57],initial_std:[6,8,57],initialize_op_attr:40,initpaddl:4,initrd:90,inlcud:9,inlin:75,inner:[55,67],inner_:67,inner_mem:67,inner_param_attr:9,inner_rnn_output:67,inner_rnn_st:67,inner_rnn_state_:67,inner_step:67,inner_step_impl:67,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:75,input1:[8,9,75],input2:8,input:[2,5,7,8,9,11,12,14,16,17,22,26,30,31,32,36,38,40,41,42,43,44,45,46,48,49,50,51,55,56,57,58,62,66,67,69,70,73,74,75,83,86,91,92,95,97,98,100],input_conf:8,input_data:73,input_data_target:73,input_featur:5,input_fil:[58,98],input_hassub_sequence_data:73,input_id:8,input_imag:[9,92],input_index:73,input_label:73,input_lay:73,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:50,input_seq:8,input_sequence_data:73,input_sequence_label:73,input_sparse_float_value_data:73,input_sparse_non_value_data:73,input_t:73,input_to_check:16,input_typ:[55,58,67,95],input_valu:16,input_var:16,inputbuff:22,inputdef:73,inputgradi:46,inputlayers_:73,inputs_to_check:16,inputtyp:12,insert:[45,72],insid:[7,8,19,38,41,43,45,46],instal:[8,27,47,52,64,65,72,79,85,92,97],instanc:[8,16,17,19,21,25,33,36,40,42,45,46],instanti:19,instead:[8,9,11,18,22,27,32,41,42],instruct:[17,32],int16:51,int32:[39,50,51,81],int64:[28,51],integ:[2,7,8,12,23,27,34,62,95],integer_sequ:55,integer_valu:[2,12,55,62,67,95],integer_value_sequ:[2,12,67,70,95,98],integer_value_sub_sequ:67,integr:[7,90,98],inter:[8,42],intercept:8,interchang:[32,45],interfac:[6,8,9,14,17,23,27,29,38,45,46,79,90],intergr:8,intermedi:[29,31,37,42],intern:[8,9,14],internet:[18,19,90],interpret:7,interv:8,introduc:[8,17,19,31,48,49],intuit:[26,45],invalid:[41,48],invoc:[18,30,45],invok:[2,8,14,38,42,43,45,46,49,78],iob:7,ioe:7,ip_str:86,ipc:84,ips:86,ipt:[8,49,57,67,70],ipx:90,ipython:15,is_gener:[91,100],is_kei:97,is_loc:14,is_predict:[95,99],is_seq:[8,70],is_stat:[6,57],is_tensor:49,is_test:[93,98,99],is_train:2,isinst:[4,62],ispodallrun:86,isspars:73,issu:[18,31,44],issue_numb:72,item:[8,12,14,26,41,86,90],iter:[2,8,9,10,12,14,15,19,41,42,50],its:[2,8,9,14,15,16,17,19,23,31,32,36,38,40,45,46,48,49,78],itself:[19,26,48,51],ivs:49,java:[17,34,39,45],jeremi:78,jie:[98,99],jmlr:8,job:[12,26,42,44,45,79,80,81,83,84,86,93,95,98,99,100],job_dispatch_packag:79,job_id:12,job_mod:91,job_nam:[27,86],job_namespac:86,job_path:86,job_path_output:86,job_workspac:79,jobnam:86,jobpath:86,jobselector:86,jobserv:27,johan:99,join:[19,67],joint:100,jointli:[9,100],journal:[98,99],jpg:93,json:[79,85,97],jth:9,jupyt:[27,60],just:[5,7,8,9,12,18,23,24,31,36,38,42,45,46,48],jypyt:15,k8s:[86,90],k8s_data:86,k8s_job:15,k8s_token:15,k8s_train:86,k8s_user:15,kafka:21,kaim:8,kaimingh:93,kebilinearinterpbw:78,kebilinearinterpfw:78,keep:[8,12,19,32,48,49,90],keep_top_k:8,kei:[2,12,14,16,17,19,21,23,28,45,46,49,50,71,72,78,84,86,97],kept:[8,40],kernel:[8,16,74,75],key1:81,key2:81,keyword:86,kill:19,kind:[15,16,19,25,32,37,42,84,85,86],kingsburi:98,know:[15,23],known:[17,30,36],kriz:[12,92],ksimonyan:9,kube:84,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeadm:84,kubectl:[84,85,86],kuberent:19,kubernet:[15,19,45,77,79,86,87,88,90],kubernetes_service_host:15,kwarg:[2,9,10,12,49,67,95,98],l1_rate:6,l2_rate:6,l2regular:[55,92,95,99],l93:22,label:[2,7,8,10,12,14,31,32,37,39,41,42,43,44,55,58,62,67,85,92,93,95,98,99],label_dict:98,label_dim:[8,67,95],label_fil:[41,98],label_lay:41,label_list:98,label_path:41,label_slot:98,labeledbow:99,labelselector:86,lag:81,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,32,45,48,91],larg:[11,12,42,43,72,100],larger:[6,7,8],larger_than:[17,33,39],last:[7,8,9,36,39,51,66,67],last_seq:67,last_time_step_output:8,lastseen:85,latenc:[8,42],later:[18,45,75],latest:[8,17,18,19,26,52,85,86],latter:50,launcher:15,layer1:[8,9,55,66],layer2:[8,55,66],layer3:8,layer:[4,6,7,9,11,12,13,14,17,22,31,32,33,37,39,41,42,43,45,49,50,51,55,57,62,66,69,70,73,93,95,98],layer_0:73,layer_att:56,layer_attr:[8,55,56,70,83],layer_num:[83,93],layer_s:8,layer_typ:8,layerbas:73,layerconfig:73,layergradutil:73,layermap:73,layeroutout:8,layeroutput:9,layers_test:52,lbl:[7,92],ld_library_path:79,leaki:31,learing_r:37,learn:[6,7,8,9,10,12,15,24,26,31,32,41,42,43,44,45,60,78,92,93,98,99,100],learnabl:14,learning_method:[58,91,92,95,99,100],learning_r:[6,24,42,55,57,58,91,92,95,99,100],learning_rate_arg:57,learning_rate_decay_a:57,learning_rate_decay_b:57,learning_rate_schedul:57,leas:19,least:[7,8,19],leav:17,lecun:12,left:[8,17],legal:49,leman:100,len:[2,8,24,28,40,67,73,86,95,98],length:[8,9,12,24,36,45,50,85],leq:8,less:[8,15,90],less_than:15,let02:85,let:[7,8,15,17,26,30,32,36,37,46],level:[6,8,30,36,50,69],lgtest:18,lgtest_main:18,lib64:[52,60,79,81],lib:[35,59,64,65],lib_path:52,libapi:18,libari:35,libcuda:[52,60],libjpeg:92,libnvidia:[52,60],libpaddl:[34,35,45,72],libpaddle_capi:35,libpaddle_gserv:35,libpaddle_math:35,libprotobuf:57,librari:[8,18,25,35,42,79,81],life:19,lifecycl:90,lifetim:48,lightweight:30,like:[7,8,12,17,18,19,22,27,30,31,32,40,41,42,45,48,50,90,93],limit:[8,12,45,57,78],linaro:65,line:[2,7,12,18,22,27,29,32,39,45,55,57,67,72,83,98],line_count:57,linear:[8,55,57,62],linearactiv:58,linguist:98,link:[8,9,18,28,29,45,48,69,90,99],linux:[28,60,64,65,71,84],linux_x86_64:[47,52],lipeng:91,lipton:99,list:[1,2,7,8,9,12,14,15,17,18,23,27,29,31,37,38,40,44,46,48,50,55,58,79,83,92,93,95,97,98,99,100],listen:19,littl:24,lium:100,liwicki:99,load:[8,15,19,31,40,42,58,86,93,98,99,100],load_data_arg:4,load_featur:93,load_feature_c:93,load_feature_pi:93,load_missing_parameter_strategi:[80,81,83,91,98],load_mnist:31,load_paramet:57,loadparamet:4,loadsave_parameters_in_pserv:[22,80,81],loc:7,local:[6,14,16,17,19,25,26,32,36,39,45,59,79,80,81,86],local_scop:16,localhost:[60,84],localip:86,localpath:29,locat:[8,14,18,50],lock:[18,19,23,24,43],lod:[36,50],lod_level:[40,51],lod_tensor:[36,51],lodtensor:[45,51],lodtesnordesc:51,log:[23,29,31,42,53,57,73,79,81,85,86,92,97,98,99,100],log_barrier_abstract:[80,81],log_barrier_lowest_nod:[80,81],log_barrier_show_log:[80,81],log_clip:[80,81],log_error_clip:[80,81],log_period:[81,83,85,86,92,95,97,98,99,100],log_period_serv:[80,81],logarithm:5,logger:[2,67],logic:[26,31,37,38,42,43,48,50],logist:95,logit:31,longer:[19,42],look:[2,7,17,27,32,42],lookahead:8,loop:[16,17,41,48],loop_var:50,loss:[8,31,37,95],lost:37,lot:[42,90],low:[8,37,50],low_rnn:36,lower:[8,36],lower_level_rnn:36,lpaddle_capi_shar:35,lpaddle_capi_whol:35,lrelu:31,lstm:[8,67,70,85,95],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,67],lstm_group_input:67,lstm_input:67,lstm_last:67,lstm_layer_attr:9,lstm_nest_group:67,lstm_output:67,lstm_size:95,lstm_step:9,lstmemori:[9,56,67,70],lstmemory_group:[8,56,67],lstmemory_unit:56,ltr:8,mac:[35,60,64],machin:[8,9,12,14,31,42,43,55,69,90,99,100],machine_transl:70,maco:71,macro:[30,46],made:[19,24],mai:[8,9,16,17,41,42,43,44,45,48],main:[4,39,45],mainli:25,maintain:[8,17,23,40,45],majel:18,major:[42,100],make:[2,7,8,15,17,18,19,23,24,26,32,36,38,41,42,45,50,64,65,71,72,73,74,76,78,90,99],make_ddim:75,make_function_oper:30,make_vari:49,maker:[45,46],man:28,manag:[14,19,24,25,29,42,48,51],mandarin:8,mani:[8,9,18,23,31,38,45,46,48,49,50],manipul:[40,46],manner:8,manual:[37,42,46,57,90],manufactur:100,manylinux1_x86_64:[47,52],mao:99,map:[7,8,12,14,15,17,23,40,46,48,49,50,62,90],map_fn:50,map_read:12,mapper:12,mapreduc:15,marcu:99,mark:[31,32,36,43,48,51,90,98],mark_slot:98,market:99,martha:98,mask:[6,8],master:[15,26,45,47,84,99],mastermind:18,mat:[34,35],mat_cache_row:22,mat_norm:22,mat_normal_shar:22,mat_param_attr:9,mat_sparse_row:22,mat_sparse_row_auto_grow:22,mat_sparse_row_id:22,mat_sparse_row_prefetch:22,mat_sparse_row_prefetch_full_s:22,mat_value_shar:22,match:[8,18,55],matchbox:90,math:[9,34,45,73,74,78],matirx:8,matmul:[17,36,50,74],matplotlib:92,matrix:[7,8,9,12,14,22,34,35,73,74],matrixptr:73,matrixtyp:35,mattyp:22,max:[6,8,12,16,40,57,66,78,83,97],max_diff:16,max_id:[8,14],max_job_id:12,max_length:[8,70],max_movie_id:12,max_relative_error:[16,74],max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:7,maxid_evalu:7,maxim:8,maximum:[7,8,12,17,24],maxinum:11,maxpool:8,mayb:[8,17],md5:[12,20],mean:[6,7,8,9,10,11,12,14,18,36,41,42,48,55,81,90,93,97],mean_img_s:92,mean_meta:93,mean_meta_224:93,mean_valu:93,mean_var_nam:8,meant:50,mechan:[8,9,25,46],meet:98,mem:[8,17,27,67],mem_per_p:44,mem_per_train:44,member:[12,15,32,38,40,48],memcpi:[38,78],memori:[9,17,22,23,27,45,70,75,78,85],memory_boot:9,memory_nam:[8,56],memory_test:71,memory_threshold_on_load_data:[80,81],mention:[18,23,43],mere:9,merg:[8,24,26,36,38,72],mergedict:[91,100],messag:[17,32,39,40,45,46,51,52,72,85],meta:[79,92,93,97],meta_config:[79,97],meta_gener:[79,97],meta_path:92,metadata:[28,85,86],metal:[84,90],metaphor:32,metaplotlib:15,method:[2,8,10,14,16,17,26,31,32,37,43,45,48,50,51,100],mfs:86,might:[8,17,18,39,43,46],million:12,min:[6,8,40,78,83,97],min_block:17,min_count:43,min_desc:17,min_pool_s:[2,55],min_word_freq:12,mini:[8,12,14,17,19,33,36],mini_batch:41,minibatch:[8,17,32,33,39],minikub:84,minim:[10,17,31,37,43,45],minimum:8,minsizerel:[64,65],minu:46,minus_grad:46,minusgradop:46,minusop:46,minusopgradmak:46,minusopprotoandcheckermak:46,minut:[19,26],mip:64,mirror:18,mislead:24,miss:[31,98],mix:[9,50,70],mixed_lay:[9,67,98],mixed_layer_attr:9,mixedlayertyp:8,mkdir:[29,76],mkl:[45,59],mkl_root:59,ml_data:[79,97],mnist:[2,4,21,31,32,39,41,42,44,45],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:41,mnist_train:[2,41],mnist_train_batch_read:41,mnt:86,mobil:45,mod:98,mode:[8,14,72,86,99],model:[8,9,12,14,17,19,20,32,37,42,43,44,45,46,50,83,91,92,95,97,98,99,100],model_config:4,model_list:[81,83,98,99],model_output:99,model_path:83,model_zoo:[91,93],modifi:[8,42,72],modul:[2,9,12,14,30,31,50,57,58,74,92,93,95],modulo:8,momentum:[6,48,55,62,95],momentumoptim:[58,92],mon:85,mono:8,month:[18,100],mood:99,moosef:84,more:[7,8,9,12,15,16,18,19,23,26,27,29,30,32,36,37,40,41,42,43,45,46,50,57,78,90],morin:8,mose:[99,100],moses_bleu:100,mosesdecod:99,most:[8,12,15,18,26,32,41,42,51,90],mostli:90,motiv:45,mount:27,mountpath:[85,86],move:[8,19,23,29,90],movi:[2,12,97],movie_categori:12,movie_id:[86,97],movie_info:12,movie_review:12,movieinfo:12,movielen:96,moving_average_fract:8,mpi:79,mse:[32,37,39],much:[8,19,37,41,50],mul:[30,44,73,74],mul_grad:74,mul_op:74,mulgradkernel:74,mulkernel:74,mulop:[30,74],mulopgrad:74,mulopmak:74,multi:[8,38,90,93,100],multi_binary_label_cross_entropi:8,multi_crop:93,multigradientmachin:38,multinomi:8,multipl:[7,8,9,12,14,15,16,23,24,26,30,42,43,44,45,51],multipli:[7,8],multiprocess:12,must:[5,7,8,9,12,24,40,41,45,49,55,73,74,75],mutabl:75,mutable_data:[74,75],mxnet:17,my_cost:57,my_standalone_toolchain:64,mypaddl:[85,86],name:[2,6,7,8,9,11,14,15,16,17,19,21,22,24,27,30,35,39,40,44,45,47,49,50,51,57,58,60,62,67,70,73,78,83,84,85,86,87,88,90,92,95,97,100],name_prefix:21,namespac:[17,33,34,73,74,84,85,86],nativ:8,natur:[23,26,43,50],nchw:8,ndarrai:[14,21],ndcg:8,ndcg_num:8,ndk:64,nearli:16,necess:50,necessari:[8,17,24,26,38,40,49,50],need:[7,8,9,12,15,16,18,22,23,24,26,27,29,30,31,37,38,40,42,43,44,45,46,48,49,50,52,78,86,90],need_tran:57,neg:[2,7,8,98,99],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,ner:7,nerual:42,nest:[8,12,17,39],net:[8,9,17,31,36,48,99],net_conf:99,net_diagram:93,netop:[17,45],network:[4,6,7,8,10,12,13,14,15,16,17,19,22,31,36,37,41,42,43,48,49,51,56,62,67,79,83,86,90,91,92,93,98,99,100],network_config:83,neural:[8,9,10,12,14,15,17,19,42,48,51,67,69,91,98,99,100],neuralnetwork:38,never:[12,41,48,85,86],new_block_idx:40,new_stat:36,newblock:40,newest:24,newli:90,newop:17,newopdesc:40,newprogram:40,newremot:42,newvar:[17,48,50],newvardesc:40,next:[2,8,12,19,25,50],nfs:86,nfsdir:86,nginx:60,ngram:12,nic:[79,80,81,86],nil:23,nine:12,nlp:8,nltk:12,nms_threshold:8,nms_top_k:8,nmt:100,nmt_without_attent:55,nnz:73,no_cach:2,no_grad_set:[16,74],no_sequ:[2,8,62,97],noah:99,noavx:60,node0:86,node:[8,18,26,42,43,44,45,51,84,85,86,90],node_0:86,node_1:86,node_2:86,nodebook:60,nodefil:79,nois:[8,19,31],noisi:31,non:[8,19],none:[2,4,6,7,8,9,10,11,14,15,16,17,31,33,36,37,39,40,44,49,50,51,58,70,93],norm:[9,31],norm_by_tim:8,normal:[8,9,12,85,86,93],notat:8,note:[6,8,9,11,14,15,17,22,23,27,41,45,75,99],notebook:27,noth:[5,14,48,72],notingradi:74,notion:50,notori:16,novel:99,now:[8,12,18,19,31,43,45,46,48,69],np_arrai:12,nproc:71,ntst1213:100,ntst14:100,nullptr:[46,48,73],num:[8,9,79,81,86,98,99,100],num_channel:[8,9,92],num_chunk_typ:7,num_class:[8,9,92],num_filt:[8,9],num_flatten_dim:51,num_gradient_serv:[80,81],num_group:8,num_neg_sampl:8,num_p:[42,44],num_parameter_serv:15,num_pass:[14,58,62,80,81,83,85,86,95,97,98,99,100],num_repeat:8,num_result:7,num_results_per_sampl:8,num_samples_process:57,num_shard:21,num_step:50,num_train:[42,44],number:[7,8,9,12,17,19,21,41,43,45,49,50,100],numchunktyp:7,numdevices_:83,numeric_grad:16,numerical_grad:16,numlogicaldevices_:83,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,21,31,40,41,57,58,62,74,93],numreal:22,numsampl:78,numtagtyp:7,numtimeout:23,nv_:18,nv_gpu:71,nv_librari:18,nv_test:18,nvcc:[18,60],nvidia:[52,60,71],obei:7,obj:[2,57,58,92,93,95,97],object:[2,6,8,9,10,12,14,15,22,31,34,37,40,44,45,48,51,78],observ:[8,10],obtain:26,obvious:18,occup:[86,97],occur:[12,14],occurr:17,oct:85,odd:8,off:[35,59,60,64,65,71,72,76,90],offer:[17,44,45,49],offici:[8,18],offlin:[19,21,90],offset:[8,22,97],often:22,ograd:73,old:[16,24,26,45],omit:[55,95],on_init:2,onc:[8,19,23,32,42,43],one:[2,5,7,8,9,10,11,12,14,15,16,17,19,22,23,24,26,27,30,31,36,37,38,39,40,41,42,44,45,46,48,50,90,95,98,99],one_host_dens:97,one_hot_dens:97,onehotcrossentropyopkernel:74,ones:[30,31,45],onli:[7,8,9,11,14,15,16,18,22,23,24,25,26,27,29,31,32,36,37,38,40,42,43,44,45,49,50,67,69,90],onlin:[8,10,19,21,41],only_cpu:16,onto:[42,43],op_:74,op_check:74,op_class:[45,49],op_maker_class:[45,49],op_proto:49,op_test_util:74,op_typ:45,opattrcheck:74,opcreat:49,opdesc:[17,32,39,40,45,46,49,51],opdescbind:46,opdescbuild:17,open:[2,8,15,21,31,41,55,57,58,67,93,98],openbla:59,openblas_root:59,oper:[8,9,10,12,16,17,31,32,36,37,42,44,48,51,74,75],operartor:75,operator_grad:16,operatorbas:[17,30,45,46,49,74],operatorwithkernel:74,opinfo:[45,46],opinfomap:46,opinion:99,opkernel:[74,75],opkernelkei:45,opmak:49,opproto:74,opprotoandcheckermak:[46,74],opprotomak:[49,74],opregist:49,opregistri:49,ops:[16,17,18,32,39,40,45,51,74,90],ops_:17,ops_test:18,opt:[15,37,44,49,59,86],opt_op_list:37,optestmeta:74,optim:[6,13,14,16,31,38,39,42,43,44,45,55,57,62],optimis:37,optimize_op_attr:40,optimzi:55,option:[7,8,15,18,31,39,45,49,51,90],optmization_op_list:37,optyp:49,order:[8,9,12,14,32,41,50,86,90],ordereddict:14,org:[7,8,9,12,21,28,31,60,96],organ:[7,8],orient:49,origin:[8,12,16,31,48,50,72],other:[7,8,9,12,17,19,24,29,36,48,49,90],otherchunktyp:7,otherwis:[8,12,15,19,24,26,31,41],our:[15,18,31,42,43,46,48,50,51],out:[8,14,15,17,18,23,26,36,40,51,55,67,69,70,74,75,92],out_dir:86,out_left:8,out_mem:70,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:67,outer_mem:67,outer_rnn_st:67,outer_rnn_state_:67,outer_step:67,outlier:8,outout_lay:14,outout_layer1:14,outout_layer2:14,output:[5,6,7,9,11,12,14,15,16,17,21,26,29,30,31,32,33,36,39,40,41,42,43,45,46,48,49,50,51,55,58,67,70,74,75,79,83,85,86,91,92,93,95,97,98,99],output_:8,output_all_step:36,output_dir:93,output_fil:98,output_id:8,output_lay:[14,55,93],output_max_index:11,output_mem:[8,70],output_nam:16,output_num:36,output_path:21,output_s:51,output_seg:50,outputbuff:22,outputgradi:46,outputh:8,outputw:8,outsid:[2,8,9,48],outupt:50,outv:73,over:[8,9,14,15,50],overal:[31,90],overlap:[7,8],overlap_threshold:[7,8],overrid:[17,19,29,44,74,75],overview:[23,24,25],overwrit:29,own:[24,26,37,42,44,49],pack:[50,57],packag:[12,23,27,30,47,52],pad:9,pad_c:8,pad_h:8,pad_w:8,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,19,21,27,29,30,31,33,34,35,36,38,39,42,44,45,49,50,51,55,57,58,60,62,70,71,72,73,74,76,78,79,83,85,86,90,91,92,95,97,98,99,100],paddle_begin_init_param:24,paddle_dir:74,paddle_doc:76,paddle_docs_cn:76,paddle_element_typ:24,paddle_element_type_float32:24,paddle_element_type_float64:24,paddle_element_type_int32:24,paddle_element_type_int64:24,paddle_element_type_uint32:24,paddle_element_type_uint64:24,paddle_enforc:17,paddle_enforce_eq:[74,75],paddle_error:[34,35],paddle_exampl:27,paddle_finish_init_param:24,paddle_get_param:24,paddle_gradi:24,paddle_init_param:24,paddle_job:27,paddle_matrix:[34,35],paddle_matrix_cr:35,paddle_matrix_get_shap:34,paddle_matrix_shap:34,paddle_n:[79,86],paddle_new_etcd_pserver_cli:24,paddle_new_pserver_cli:24,paddle_on_cloud:27,paddle_output:85,paddle_paramet:24,paddle_port:[79,86],paddle_ports_num:[79,86],paddle_ports_num_for_spars:79,paddle_ports_num_spars:86,paddle_process_by_paddl:86,paddle_pserver2:79,paddle_pserver_cli:24,paddle_pserver_client_releas:24,paddle_root:91,paddle_save_model:24,paddle_send_grad:24,paddle_server_num:86,paddle_source_root:91,paddle_train:[35,47,79,86],paddledev:[52,60,85,86],paddlepaddl:[8,9,12,14,18,19,21,24,25,26,27,28,29,30,31,32,33,36,37,38,40,41,44,45,48,50,51,60,70,71,72,78,79,87,88,90,91,98],pain:44,pair:[7,8,17,32,37,42,45],pakcag:18,palceholder_just_ignore_the_embed:91,palmer:98,paper:[8,31,100],para:[22,91],paraconvert:91,paradigm:45,paragraph:36,paragraph_data:36,paragraph_out:36,parallel:[42,43,45,78,83,85,86,100],parallel_nn:[6,80,81],param:[6,8,9,12,16,17,24,38,57,75],param_attr:[8,9,22,55,57,58,70],param_config_proto:24,param_fil:57,paramattr:[6,8,55,57,58,70],paramet:[7,9,10,11,12,13,16,17,18,20,22,26,29,31,32,36,37,39,41,42,48,49,50,55,57,62,81,86,97,98,99,100],parameter_attribut:8,parameter_block_s:[80,81],parameter_block_size_for_spars:[80,81],parameter_learning_r:6,parameter_list:37,parameter_nam:[14,15],parameter_serv:15,parameter_valu:22,parameterattribut:[6,8,9,22],parameterclient2:86,parameterclient_:22,parametermap:73,parametermutex_:22,parameters_:73,parameters_and_grad:37,parameterserver2:22,parameterset:15,parameterupdat:38,parameterupdater_:22,parametris:10,params_grad:37,paramutil:97,paraphras:[91,100],paraphrase_data:91,paraphrase_model:91,paraphrase_modeldata:91,paraspars:73,parent:[17,39,40,45],parent_:[17,48],parent_idx:40,parenthes:45,pars:[12,18,71],parse_config:4,parse_known_arg:86,parsefromstr:57,parser:86,part:[7,8,17,26,39,40,90,99],partial:[8,14],partial_sum:8,particular:[32,45],partit:[19,21,42,43,45],paserv:86,pass:[2,8,14,17,19,31,37,38,41,45,48,50,51,55,58,62,72,78,81,83,85,86,92,95,97,98,99,100],pass_id:[14,62],pass_idx:41,pass_manu:57,passtyp:73,past:15,patch:28,path:[7,12,14,19,23,24,27,41,64,65,79,81,84,85,86,98,99],pattern:[12,19,34,99],paul:98,paus:[19,26],pave:100,pdf:[8,9],peer:53,pem:[15,21],pend:[19,23],penn:98,pep425tag:52,per:[7,8,12,19,24,41],perform:[8,16,24,31,38,45,78,80],period:[19,26,44,81,98,99,100],perl:[99,100],peroid:8,persistentvolum:84,persistentvolumeclaim:[84,86],person:[7,15],perspect:45,perturb:16,peter:44,pex:90,pfs:[21,29,44],pfsclient:21,pfspath:29,phase:90,photo:31,physic:90,pid:84,piec:[8,9],pillow:[27,92],pip:[47,52,72,79,92,97],pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[2,19,26,42,43,45,74,75],placehold:[31,75],placement:43,plain:[7,8,27,35],plan:[19,45],platform:[17,64,74,75],pleas:[6,8,9,10,15,19,23,24,25,36,40,41,42,44,45,52,86],plot:[15,92],plotcurv:92,plu:[8,16],png:92,pnpairvalid:80,pod:[21,27,84,85,86],podip:86,podlist:86,point:[17,19,27,44,75,78,90],pointer:[17,24,40,45,48,75],polar:12,poli:57,poll:99,pollut:26,pool3:73,pool:[9,13],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:9,pool_siz:[2,8,9],pool_size_i:8,pool_strid:9,pool_typ:[8,9],pooling_lay:[9,55,95],pooling_typ:[8,55,66,95],poolingtyp:11,pop:17,popul:24,popular:[18,31],port:[18,79,80,81,85,86],port_num:80,ports_num:[81,86],ports_num_for_spars:[22,80,81,83,86],pos:[97,99],pose:19,posit:[2,7,8,9],positive_label:7,posix:84,possibl:[15,17,23,40,43],post:[27,28],potenti:78,pow:57,power:90,practic:8,pre:[8,9,12,15,24,91,99,100],pre_dictandmodel:91,pre_stat:[36,50],preambl:40,precis:7,precision_evalu:7,pred:98,predetermin:8,predic:[12,98],predicate_dict:98,predicate_dict_fil:98,predicate_slot:98,predict:[2,4,7,8,10,14,42,55,79,91,92,93,95,97,98,99],predict_fil:[80,81],predict_lay:14,predict_output_dir:[80,81,95],predict_sampl:4,prediction1:14,prediction2:14,predin:92,prefer:84,prefetch:[22,73],prefix:[7,19,21],pregrad:73,premodel:91,prepand:40,prepar:[16,27,38,87],prepend:40,prepend_oper:40,preprocess:[12,50,79,91,92,95,97,99,100],present:[15,17,50,72],preserv:29,prev_batch_st:[80,81],prevent:[10,15,19,23,26],preview:45,previou:[8,9,14,19,29,36,43],previous:8,previous_memori:17,price:[12,45],primari:32,primit:50,principl:[15,18],print:[4,6,14,15,42,51,52,58,62],printallstatu:78,printer:7,printstatu:78,priorbox:8,prioriti:45,prite:7,privat:[17,35,48,49,50,72,75],prob:[7,14],probabilist:[8,91],probabl:[7,8,14],problem:[8,10,15,16,18,26,31,32,45],proc:60,proce:[12,19,41],procedur:17,proceed:[8,98],process2:67,process:[2,6,8,9,12,15,17,21,22,23,26,42,49,55,57,58,67,86,95,97,98],process_num:12,processdata:[92,93],processor:78,prod:[51,60,72],produc:[8,9,12,19,41,51],product:[8,27],productgraph:85,profil:[29,78],proflier:78,prog:86,program:[12,15,21,24,26,32,33,37,41,42,44,45,48,78,86],programdesc:[40,44],programm:[40,42,46],progress:[19,23],proj:8,project:[8,9,27,35],promis:[8,9],prompt:29,prone:15,prop:98,propag:10,propos:[17,37,43,50],proposit:98,protect:[49,73,74],proto:[11,39,45,49,51,74],proto_:49,protobuf:[14,17,27,32,39,40,45,46,49,57],protocol:[7,90],protomak:74,provid:[8,12,15,17,24,27,31,44,49,50,55,58,67,80,90,95,98],provis:90,prune:[8,17],ps_desir:19,pserver:[14,22,24,25,27,45,79,80,81,86],pserver_addr:24,pserver_cpu:27,pserver_id:20,pserver_mem:27,pserver_num_thread:[22,80,81],pserver_spec:14,pseudo:[15,27,46,50],pseudocod:50,psize:73,ptr:35,pull:[18,45,47,60],purpos:[8,19,42,43,78],push:[17,86],push_back:73,put:[18,19,22,40,43,51],pwd:[60,71,72],pxe:90,py_paddl:[4,52],pybind:17,pydataprovid:55,pydataprovider2:[2,4,58,86],pyramid:8,pyramid_height:8,python:[14,15,17,25,30,31,32,34,38,45,47,50,52,55,60,70,71,72,73,74,79,91,92,93,97,98,99,100],pythonpath:[52,92],pzo:99,queri:[8,100],question:[8,15,43,49],queue:43,quick:85,quick_start:[27,85,86,87,95],quick_start_data:85,quickli:45,quickstart:85,r14b:64,r_t:8,rac:8,rais:12,rajathkmp:31,ramnath:99,ran:[43,78],rand:[31,57,78,81,83,98],random:[6,8,12,21,31,38,41,57,58,74],random_imag:21,random_uniform:51,randomli:26,rang:[8,12,21,31,41,42,44,49,86,95],rank:[8,15,50,93,95],rare:2,raspberri:65,raspberrypi:65,raspbian:65,rate:[6,7,9,10,12,24,55,79,86,97],rather:[27,31,50],ratio:[8,81],raw:8,raw_meta:97,rdma_tcp:[80,81],reach:19,read:[2,12,14,15,19,21,41,42,43,45,50,57,58,90,93],read_from_realistic_imag:15,read_from_rng:15,read_lock:20,read_mnist_imag:15,read_next_from_fil:55,read_paramet:57,read_ranking_model_data:15,readabl:45,reader:[14,21,31,32,39,40,42,44,62],reader_cr:21,reader_creator_bool:41,reader_creator_random_imag:[12,41],reader_creator_random_image_and_label:[12,41],readi:[19,85,90],readlockguard:22,readm:[35,72,97,99],readwritebuffer_:22,real:[8,22,31,41],real_process:2,realist:15,realiz:[17,36],reaon:51,reason:[9,15,16,19,85],recal:7,receiv:[19,27,43],recognit:[8,93,99],recommend:[9,15,79,86,97],record:[12,23,49,51,98],recordio:[12,15,21,23,42,44],recov:[19,50],recover:45,recoveri:23,rectangular:8,rectifi:8,recurr:[48,67,68,98,99],recurrent_group:[9,56,67,69,70],recurrent_lay:9,recurrent_op:50,recurrentgradientmachin:[35,50],recurrentgroup:7,recurs:[17,18,29,45],recv:[42,43],recvparametertyp:22,red:31,reduc:[10,43,45],reduce_by_kei:45,reduce_mean:31,ref:97,refactor:[32,38,40,42,43,50],refer:[6,8,9,10,16,17,19,23,24,25,36,39,40,45,48,50,59],referenc:[8,23],reference_cblas_root:59,refine_unknown_arg:86,reflect:23,reg:49,regard:90,region:[8,48],regist:46,register_gpu_profil:78,register_lay:73,register_op:[30,45,46,49,74],register_op_cpu_kernel:74,register_op_gpu_kernel:74,register_op_without_gradi:[45,74],register_oper:46,register_tim:22,register_timer_info:78,registerop:49,registri:[27,85,90],regress:8,regular:[6,55,92,95,99],reinforc:44,rel:[9,16,26,74],relat:[19,26,27,48,51,90],relationship:46,releas:[44,47,64,65,84,98],reli:[16,37],reliabl:19,relu:[8,31],remain:50,rememb:8,remot:[6,18,22,45,72,79,81,83],remote_ess:44,remote_sess:44,remoteparameterupdat:[22,25],remov:[12,29,72],renam:29,reorgan:8,repeat:[17,32,39,49,51],repeatedli:32,replac:[18,23,44,46],replic:42,replicaset:27,repo:18,report:[23,42],reportdataset:23,repositori:[8,64],repres:[8,9,17,23,40,43,44,45,50,51],represent:[8,24,31,32,42],request:[18,19,22,26,42,45,47,85,90,100],requir:[7,8,15,19,24,26,27,29,36,39,42,43,45,49,51,79,90,97],res5_3_branch2c_bn:93,res5_3_branch2c_conv:93,res:98,research:[12,42,92],reserv:29,reserveoutput:73,reset:[8,19,53],reshap:[16,41,46,57],reshape_s:8,residu:93,resiz:[22,74,75],resnet_101:93,resnet_152:93,resnet_50:93,resolv:[18,72,85],resourc:44,respect:[16,31,36],respons:[8,22,31,38,85],rest:[8,17,27,28,90],restart:[19,24,85,90],restartpolici:[85,86],restor:16,restrict:48,resu:41,result:[2,5,7,8,14,16,23,31,32,37,38,42,78,95,100],result_fil:7,resum:26,retriev:[17,48],return_seq:9,reuqest:47,reus:[17,26,41,45],rev:71,reveal:15,revers:[8,9,69,70],review:[12,72,85,99],reviews_electronics_5:85,rewrit:[18,100],rgb:8,rgen:99,rho:10,right:[8,16,17,18,27,45],rkt:[27,71],rmsprop:[55,95],rnn:[8,9,17,31,40,45,48,69,70,80,99],rnn_bias_attr:70,rnn_layer_attr:70,rnn_out:70,rnn_output:50,rnn_state:67,rnn_state_:67,rnn_step:8,rnn_use_batch:[80,81],rnnlm:12,rnnstep:50,roadmap:50,robot:92,robust:8,role:[12,15,23,24,42,98,99],rollback:40,roman:99,root:[10,11,60,79,85,86,91],root_dir:79,rot:8,routledg:99,row:[7,8,12,22],row_id:8,rpc:23,rpcserver:23,rpi:65,rpi_arm_neon:65,rpi_toolchain:65,rstrip:86,rtk:90,rtype:[8,12],rule:[7,32,42],run:[15,16,17,18,19,27,30,31,32,36,37,39,42,43,44,45,48,51,52,60,71,72,75,78,79,85,86,87,88,90,97],runinitfunct:[78,86],runnabl:43,running_on_cloud:27,runtim:[2,17,36,44,45,51,52],runtime_table_:17,safe:27,sai:[8,32,33],same:[2,7,8,9,14,15,16,23,24,26,30,31,36,42,44,45,46,48,50,67,75,95],samping_id:8,sampl:[2,7,12,31,49,95,97,99,100],sample_id:7,sample_num:7,sampler:31,santiago:99,satifi:7,satisfi:18,save:[2,8,12,14,19,21,23,24,27,32,42,51,85,97,98,99,100],save_dir:[58,81,83,85,86,92,95,97,98,99,100],save_only_on:[80,81],savetxt:57,saving_period:[80,81,86],saving_period_by_batch:[80,81,83],saw:2,sbin:60,scalabl:45,scalar:[8,17,33,50],scale:[5,42,43,49,74],scaleop:74,scaleopmak:[45,74],scalingproject:8,scan:[23,45],scatter:8,schedul:[23,27,43],scheduler_factor:6,scheme:[7,22],schmidhub:99,schwenk:100,scienc:99,scope:[16,40,44],score:[7,8,97],script:[12,76],seaplane_s_000978:92,search:[8,19,48,70,100],seat:100,second:[8,15,29,31,36,39,41,48,49,74,95],section:[40,43],sed:99,see:[8,9,15,19,40,42,44,57],seed:[57,78,81],seem:18,segment:[7,36,50],sel_fc:8,selcet:8,select:8,selected_indic:8,selectiv:8,selector:85,self:[16,31,37,40,50,51,73,74],selfnorm:8,semant:[12,15,47,98,99],semat:15,sen_len:98,send:[19,24,42,43,45,49,51],send_back_parameter_typ:22,sendbackparameterspars:22,sendbackparametertyp:22,sendparameterrequest:22,sendparameterrespons:22,sensit:8,sent:[15,24,42,45,49,85],sentanc:55,sentenc:[2,8,12,36,50,67,70,98],sentence_input:50,sentence_last_state1:67,sentence_last_state2:67,sentiment:[2,98,99],sentiment_data:99,sentiment_net:99,sentimental_provid:2,sentimental_train:2,separ:[7,24,30,46,97],seper:50,seq:[8,12,67,97],seq_len:50,seq_pool:[8,66],seq_silc:8,seq_text_print:7,seq_to_seq_data:[91,100],seq_typ:12,seqlastin:67,seqtext_evalu:7,seqtoseq:[8,57,91,100],seqtoseq_net:[8,91,100],sequel:2,sequenc:[2,5,7,8,9,11,12,17,32,37,39,50,55,62,67,69,95,97,99,100],sequence_conv_pool:95,sequence_group:8,sequence_layer_group:67,sequence_nest_group:8,sequence_nest_layer_group:67,sequencegen:67,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,62],sequenti:[8,17,98],seri:[9,67,99],serial:[14,17,23,38,45,51],serializ:45,serv:[42,45,50],server:[15,18,22,25,26,42,45,53,79,81,84,86,90],serverless:19,servic:90,sess:[31,37,44],session:37,set:[2,6,7,8,9,12,14,15,19,27,31,36,40,45,48,50,55,57,58,67,71,74,75,78,79,85,91,92,93,95,98,99,100],set_active_typ:73,set_default_parameter_nam:6,set_drop_r:73,set_float_el:16,set_input:8,set_siz:73,set_typ:73,setdefault:74,setq:71,settotalbyteslimit:57,setup:[47,73,74,90],sever:[7,8,16,22,31,36,38,50],sexstant:90,sgd:[10,14,15,19,27,38,42,43,44,58,62,79,80,99],shall:18,shape:[8,12,14,16,17,31,33,36,39,40,44,45,62],shard:[19,20,21,22,23,24,26,42,43],share:[8,18,31,35,38,45,50,98],shared_bia:9,shared_bias:8,shared_librari:18,shared_ptr:[34,35,48,75],ship:92,shold:99,shorten:8,should:[6,7,8,12,14,15,16,17,24,27,30,31,36,37,38,39,41,42,45,46,49,50,69,74],should_be_fals:15,should_be_tru:15,should_shuffl:[2,67,98],show:[7,10,17,19,29,33,36,39,50,71,98,99,100],show_check_sparse_distribution_log:[80,81],show_layer_stat:[80,81],show_parameter_stats_period:[80,81,83,85,98,99,100],shown:[8,15,42],shuf:[55,97],shuffl:[12,55],side:[8,14,38],sigint:79,sigmod:49,sigmod_op:49,sigmod_output:49,sigmoid:[8,17,44,49,50],sigmoidactiv:[9,67],sign:28,similar:[8,17,41,43,45,50,90],similarli:[8,12],simpl:[5,7,8,9,12,14,32,39,43,48,49,50,86],simple_attent:70,simple_gru:[70,95],simple_lstm:[8,56,95],simple_rnn:[8,70],simpler:38,simpli:[8,15,24,36],simplifi:[15,40,49],sinc:[8,19,23,25,26,41,42,44,46,50,51,90],singl:[7,9,12,19,42,43,44,45,48],sinlg:14,site:18,size:[2,7,8,9,10,12,14,19,21,22,24,31,40,41,42,44,49,50,55,57,58,62,67,70,73,74,75,92,93,95,99,100],size_a:8,size_b:8,size_t:[22,50,73],sizeof:17,skip:[41,57,58,72,93],sleep:86,sliceproject:8,slide:[8,10,12,19],slightli:31,slope:8,slopeinterceptlay:8,slot:[97,98],small:[12,16,31],small_messag:[80,81],small_vgg:92,smaller:[8,16,19],smart:48,smartli:8,smith:99,smooth:8,snap:85,snapshot:[20,26],snippet:[30,37],sock:27,sock_recv_buf_s:[80,81],sock_send_buf_s:[80,81],socket:86,softmax:[8,9,15,17,33,39,42,43,44,55,70,73,95],softmax_param:57,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[67,95],softwar:90,solid:31,solut:90,solv:[15,42,45],some:[6,8,12,14,15,17,18,22,23,24,26,27,30,31,32,36,37,39,40,42,43,45,48,50,51,90],some_c_api_funct:35,some_inst:35,some_op:[36,50],some_python_class:34,somecppclass:34,somedata:14,somegotyp:34,someth:[8,22,40],sometim:[8,10,41],somewhat:24,somewher:48,soon:19,sort:[8,12,50,86,99],sort_by_length:50,sourc:[8,12,16,18,29,31,35,41,45,100],source_dict_dim:70,source_language_word:70,space:[7,8,40,43],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,12,22,55,73,79,81,83,86],sparse_binary_vector:[2,12,55,62],sparse_binary_vector_sequ:12,sparse_float_vector:[2,62],sparse_non_value_slot:12,sparse_remot:22,sparse_upd:[6,22,55],sparse_value_slot:12,sparse_vector:[12,55],sparse_vector_sequ:12,sparseparam:73,sparseprefetchrowcpumatrix:73,spatial:8,spec:[85,86],special:[8,24,37,40,42],specif:[14,18,19,29,45,48],specifi:[7,8,15,16,22,23,24,27,29,31,40,42,44,48,49,50],speech:8,speed:[9,90],sphinx:[34,60,76],split:[2,8,26,33,45,50,67,79,97,98],split_count:86,sqrt:8,squar:[8,10,11],square_error_cost:[58,62],squarerootnpool:8,squash:72,srand:81,src:[18,86,100],src_backward:70,src_dict:57,src_dict_path:57,src_embed:70,src_forward:70,src_root:4,src_word_id:70,srl:[12,98],ssd:8,ssh:[60,79],sshd:60,sstabl:15,stabil:16,stabl:[47,84],stack:[45,50],stacked_lstm_net:99,stacked_num:99,stackexchang:8,stage:[18,25,31,51,72],stake:100,stale:[19,44],standalon:64,standard:[6,45],stanford:[12,16,85],star:18,start:[8,9,14,18,19,22,23,24,26,27,38,42,52,72,81,85,86],start_paddl:86,start_pass:[80,81],start_po:8,start_pserv:[80,81],startpaddl:86,startup:[19,27],stat:[78,81,98,99,100],state:[8,9,19,36,48,50,56,69,85],state_act:[8,9,67],statement:32,statfulset:86,static_cast:75,staticinput:[8,69,70],statist:8,statset:78,statu:[27,72,78,85,86],status:85,std:[14,18,22,34,35,45,46,48,49,73,74,75,81],stderr:79,stdout:79,step:[8,9,11,16,17,19,24,31,32,38,40,42,43,45,49,50,67,69,70,90],step_id:50,step_input:50,step_net:17,step_output:50,step_scop:45,stepnet:[17,36,45,48],stepout:67,still:[23,26,42,46],stirng:40,stochast:[10,19,23,26],stock:99,stop:8,storag:[28,84],store:[7,8,12,14,16,17,18,22,38,39,40,42,44,45,46,48,50],str:[14,27,50,83,86],straight:39,strategi:[11,19,43,81,98],street:[8,98],strict:41,stride:[8,9],stride_i:8,stride_x:8,string:[2,7,8,14,17,23,29,39,40,44,45,46,48,49,51,73,74,81],strip:[57,67,98],struct:[23,24,28,35,46,49,57],structur:[17,23,31,39,40,45],stuff:72,stun:2,style:[8,45,49],sub:[7,8,12,15,26,31,36,38,40,42],sub_nest_seq:8,sub_sequ:[2,8,62],subclass:40,subcommand:29,subgradi:10,subgraph:[31,43],submiss:42,submit:45,subnet:15,subobjectpath:85,subseq:[66,69],subsequ:8,subsequenceinput:[8,67],succeed:[23,85],success:[8,24,85],successfulcr:85,sudo:[71,92],suffer:16,suffic:41,suffix:27,suggest:[8,18],suit:90,sum:[8,10,17,20],sum_:8,summar:31,sumopgradmak:46,sumpool:[8,55],support:[6,7,8,11,12,16,17,19,26,27,30,31,38,41,42,43,45,46,67,90],suppos:[18,30],suppress:[8,29],sure:[45,99],surpass:8,svs:49,swagger:28,swap_channel:93,swig:[25,34,35],swig_paddl:4,switchop:17,symbol:[8,17,35],symbols_ready_:17,symbolt:[17,45],symlink:72,sync:19,syncflag:73,synchron:[10,19,23],syntax:41,sys:93,sysroot:64,system:[17,18,19,24,26,28,30,31,42,43,55,99],t2b:91,tab:95,tabl:[7,8,17,51],tableproject:8,tag:[7,12,52,60],tagtyp:7,tainer_id:86,take:[2,7,8,9,15,17,18,19,26,31,32,33,39,40,45,46,50,51],taken:50,talk:24,tanh:[8,9,31,42,70,73],tanhactiv:[9,67],tar:14,target:[8,12,14,17,18,31,37,42,44,45,51,100],target_dict_dim:70,target_dictionary_dim:8,target_language_embed:8,target_language_word:70,target_link_librari:18,targetinlink:[8,67],task:[7,8,42,49,98],task_queu:23,taskentri:23,taskqueu:23,tbd:[25,67],tconf:99,tcp:81,tear:78,technic:19,tee:[85,92,98,99,100],tell:[19,23,24,49],tellig:99,templat:[30,49,74,75,85,86,90],tempor:8,temporari:27,tensor:[16,18,31,36,43,44,50,51,74],tensor_array_read:50,tensor_array_s:50,tensor_array_stack:50,tensor_array_unstack:50,tensor_array_writ:50,tensor_desc:51,tensor_s:16,tensor_test:18,tensor_to_check:16,tensorarraydesc:50,tensorflow:[17,31,33,42,43,50],term:[8,9,19],termin:85,tesh:98,tessorarrai:50,test100:12,test10:12,test1:21,test:[1,2,8,12,14,15,16,18,35,41,44,47,72,73,74,75,78,79,81,83,92,93,95,97,98,99,100],test_:74,test_all_data_in_one_period:[85,92,97,98,99],test_check_grad_ingore_i:74,test_check_grad_ingore_x:74,test_check_grad_norm:74,test_compar:52,test_comparespars:52,test_comparetwonet:52,test_comparetwoopt:52,test_config_pars:52,test_data:[4,100],test_fcgrad:73,test_gpuprofil:78,test_layergrad:73,test_list:[2,57,58,92],test_mul_op:74,test_networkcompar:52,test_part_000:99,test_pass:[80,81,83,100],test_period:[80,81,83],test_predict:52,test_pydataprovid:52,test_pydataprovider2:52,test_pydataproviderwrapp:52,test_ratio:97,test_recurrent_machine_gener:52,test_recurrentgradientmachin:[52,67],test_swig_api:52,test_train:52,test_traineronepass:52,test_wait:[80,81],testa:15,testb:15,testbilinearfwdbwd:78,testcas:74,testconfig:73,tester:[97,100],testfcgrad:73,testfclay:73,testlayergrad:73,testmulgradop:74,testmulop:74,testq:15,testresult:14,testutil:73,text1:29,text:[2,7,9,12,15,36,91,99,100],text_conv:95,text_conv_pool:97,text_fil:[12,99],tflop:78,tftp:90,tgz:12,than:[6,7,8,9,19,27,30,31,40,45,46,50,57,90],the_current_program:40,thei:[8,15,18,19,24,26,29,31,32,37,40,43,44,45,49,50,78],them:[7,8,9,15,16,18,19,22,27,30,41,43,45,46,48,49,50,51,78],themselv:18,therein:[8,17],theta:31,theta_d:31,theta_g:31,thi:[2,6,7,8,9,10,12,14,15,16,17,18,19,22,23,24,25,26,27,30,31,32,36,37,38,39,40,41,42,43,44,45,49,50,51,78,90,99],thing:[2,31,45],think:[15,18],third:[8,19],third_parti:[8,64,65],those:[17,18,19,30,32,33,39,98],though:[50,90],thought:18,thread:78,thread_local_rand_use_global_se:[80,81],threadid:83,threadloc:78,three:[7,8,16,19,32,37,38,39,41,93],threshold:[6,7,8,19,23,81],through:[8,18,19,23,25,37,44],throughput:78,thrust:45,thu:[8,26],tier:85,time:[8,9,11,12,15,16,18,19,23,26,30,36,40,41,42,43,45,46,49,50,51,67,78,81,85,86,90,99],timelin:[8,45],timeout:[19,23],timeout_sec:12,timer:78,timestamp:[8,20],timestep:[8,48],titl:[12,86,97],tls:28,tmp:2,to_no_sequ:[8,66],to_proto:51,to_sequ:[8,66,67],to_your_paddle_clone_path:76,todo:[7,10,12,17,19,23,26,49],toend:8,togeth:[8,9,12,14,50],token:[7,8,15,70,99],toler:[14,16],too:[12,16,42,50],took:90,tool:[64,65,76,86],toolchain:[64,65],top:[7,14,36,93],top_k:7,top_level_rnn:36,toplevel:71,topolog:[15,19,38,42,44],topolopi:14,torch:17,toronto:[12,92],tostr:57,total:[14,19,41,43,78,85,90,100],total_pass:41,touch:99,tourist:100,trace:[17,31,51],track:[19,23,40,72],tractabl:8,tradit:[8,17],traffic:42,trail:12,train100:12,train10:12,train:[1,2,6,7,8,10,12,17,21,23,24,26,31,32,38,39,44,45,51,53,55,58,62,70,79,81,83,85,86,87,88,91,92,93,95,97,98,99,100],train_arg:86,train_args_dict:86,train_args_list:86,train_conf:[91,100],train_config_dir:86,train_data:100,train_i:62,train_list:[2,57,58,92,93],train_part_000:99,train_read:62,train_x:62,trainabl:[8,40],trainer:[2,4,15,20,21,22,23,25,38,42,43,45,58,62,73,81,83,86,98,99,100],trainer_config:[1,2,4,58,79,85,86,95,97,99],trainer_config_help:[2,58,73,92],trainer_count:[55,80,81,83,85,86,97,98,99,100],trainer_cpu:27,trainer_cr:27,trainer_gpu:27,trainer_id:[81,86],trainer_intern:22,trainer_mem:27,trainer_packag:27,trainerconfighelp:57,trainerid:[26,86],trainerintern:[95,97,100],trainonebatch:22,tran:73,transact:[19,23,99],transform:[8,45],transform_param_attr:9,translat:[8,9,55,91,100],transpos:8,transposedfullmatrixproject:8,travel:2,travers:32,travi:72,treat:[8,17,24],treatment:24,tree:[8,17,40,86],trg:100,trg_embed:70,tricki:34,trigger:[26,38],trim:8,trivial:50,truck:92,true_block:[17,33,39],true_imag:41,true_label:41,true_read:41,truth:[7,8,100],tune:[6,8,80],tupl:[8,9,12,14,40,41],ture:8,turn:[8,40,41,69],tutori:[85,86,87,88,91,100],tweet:99,twice:[31,43],twine:47,twitter:99,two:[7,8,9,15,24,25,26,27,29,31,32,39,41,42,44,45,46,48,49,50,51,74,75,78],txt:[2,18,27,29,73,79,84,95,97,99],type:[2,7,8,9,11,12,15,17,19,22,23,26,27,28,29,34,35,36,39,40,41,45,46,49,51,58,62,67,70,73,74,75,83,85,93,95,97,98],type_nam:49,typedef:[24,34,35],typeid:49,typenam:[30,49,74,75],typic:[7,42],ubuntu:47,ubyt:41,uci:12,ufldl:8,uid:85,uint32:28,uint64:34,uint64_t:34,unawar:24,unclear:26,unconstrain:99,under:[18,23,43],understand:90,understand_senti:70,undeterminist:78,unidirect:8,uniform:[6,8,12,21,31,41],uniform_random:40,uninstal:52,uniqu:[15,17,19,26,27,48],unique_name_gener:40,unique_ptr:[46,48,73],unit:[8,9,18],unittest:[35,52,74],univ:100,unix:79,unk:[51,91,100],unk_idx:98,unknown:8,unlik:8,unordered_map:48,unpack:50,unrol:36,unseg:8,unsign:24,unstack:50,unstack_from:50,unsup:99,unsupbow:99,unsupervis:31,unsupport:74,until:[19,24,43,48,86],untrack:72,unzip:64,updat:[6,8,10,19,23,24,28,31,36,37,38,42,48,50,72,79,83],update_equ:[14,62],update_hook:6,update_memori:17,update_op:37,updatecallback:73,upgrad:52,upload:[19,27,28,47],upon:19,upper:8,upstream:[52,72],url:[12,99],urls_neg:99,urls_po:99,urls_unsup:99,usag:[7,8,9,14,33,38,86],use:[6,7,8,9,11,12,14,15,16,17,18,19,25,31,36,37,38,42,43,44,48,49,50,51,72,74,78,86,93,98,99,100],use_etcd:14,use_global_stat:8,use_gpu:[4,55,62,80,81,83,85,86,92,93,95,97,98,99,100],use_jpeg:92,use_old_updat:[22,80,81],use_seq:[58,97],use_sparse_remote_updat:22,used:[2,7,8,9,10,11,12,14,15,16,17,18,19,25,26,31,36,38,40,41,42,44,45,48,49,50,51,78,99],useful:[8,9,16,48],usegpu:73,user:[6,8,9,12,14,15,16,17,18,21,23,26,27,29,30,31,32,37,40,41,42,43,44,45,46,48,49,50,84,90,97],user_id:[86,97],user_info:12,user_nam:21,usercert:21,userinfo:12,userkei:21,usernam:[21,72],uses:[19,26,38,42],using:[6,8,9,12,14,15,17,18,19,23,24,26,27,29,30,31,36,37,39,41,42,46,48,49,74,98],usr:[52,59,60,79,81,86],usrdict:91,usrmodel:91,usual:[8,14,27,39,78],utc:96,util:[78,86,90,92,97],uuid:[20,26],v28:8,v7a:64,valid:[8,41,45,48],valu:[2,4,6,7,8,10,11,12,14,16,17,19,33,36,37,38,39,42,44,45,48,49,50,51,55,73,83,86,93,95,98],value1:81,value2:81,value_evalu:7,value_rang:12,valueerror:55,values_:50,vanilla:70,var1:51,var2:51,varabl:43,vardesc:[17,32,39,40,45],vardescbuild:17,variabl:[8,12,15,16,17,31,32,33,36,37,39,42,43,44,46,49,50,85],variablenamemap:74,varialbl:31,varianc:8,variant:[8,50],varienc:50,varient:50,variou:17,varproto:49,vars_:[17,48],vec:57,vector:[8,9,12,15,17,22,24,33,36,40,45,46,50,95,97],vendor:18,verb:12,verbos:29,veri:[8,11,18,23,30,31,38,43,48,50,92],verifi:17,version:[8,9,18,27,29,31,33,47,60,78,80,81],versu:15,vertic:8,vgg:[9,92],vgg_16_cifar:92,via:[19,36,41,72,90],view:8,virtual:46,virtualenv:71,visibl:[26,48],vision:92,visipedia:92,visit:14,visual:8,vlog:22,vocab:99,volum:[60,84,85,86],volumemount:[85,86],vutbr:12,wai:[7,8,9,15,24,26,42,44,50,100],wait:[10,19,24,86],wall:98,wangkuiyi:18,want:[2,8,15,27,31,41,44,48,50],warn:[29,52,57,86],warp:8,warpctc:8,watch:19,wbia:93,wei:[98,99],weight:[7,8,9,10,73,93],weight_act:9,weightlist:73,weights_:73,weights_t:73,welcom:18,well:[27,30,31,42,44],were:[7,18],wether:8,wget:64,what:[6,8,10,18,31,43,49,72,90],when:[2,6,7,8,12,14,16,17,18,19,22,23,24,27,29,38,39,40,42,43,45,50,51,78,90],whenev:40,where:[8,9,10,15,17,19,26,32,36,39,45,50],wherea:[17,23,30,33],whether:[7,8,14,16,17,41,50,99],which:[6,7,8,9,10,12,14,15,16,17,18,19,21,23,24,26,27,30,31,36,37,38,39,40,41,42,43,44,45,46,48,49,50,51,90,97],while_loop:50,whileloop:50,whileop:17,who:[30,32,40],whoever:24,whole:[2,7,12,31,33,34,35,36,49,90],whose:[8,12,16,19,26,36,45,49,50],why:[9,16,35,78],wide:[18,31],width:[7,8,12,22,34,41,57,73,74,100],wiki:[8,18],wikipedia:[8,12],wilder:2,window:[8,11,12,71,84],wise:[8,43,45],with_avx:[59,60,64,72],with_bia:49,with_c_api:[64,65],with_doc:59,with_doubl:[59,73],with_dso:59,with_gpu:[59,60,64,71,72],with_profil:78,with_python:[59,64],with_rdma:[59,64],with_style_check:[59,72],with_swig_pi:[59,64],with_test:[59,60,72,74],with_tim:[59,78],within:[8,23],without:[7,8,19,24,41,43,45],wloop:50,wmt14:[70,100],wmt14_data:100,wmt14_model:100,wmt_shrinked_data:12,woboq:60,won:67,wonder:2,word2vec:[27,55],word:[2,7,8,12,32,36,43,45,49,50,55,67,69,95,98],word_dict:[67,95,98],word_dim:[57,67,95],word_id:[2,55],word_idx:12,word_slot:98,word_vector_dim:[8,70,91],words_freq_sort:12,work:[12,15,17,18,19,37,40,41,60,67,72,85,86,90],worker:[43,51],workflow:45,workspac:79,would:[14,17,18,19,26,30,31,32,37,38,40,41,43,50,90,98],wouldn:32,wrap:[30,31,90],wrapper:[9,18,30,42,46,50,78],write:[12,15,19,26,30,37,40,41,42,43,45,46,50,57,98],write_lock:20,writelin:58,writer:[15,40],written:[17,31,42,45],wrong:41,wrote:43,wsj:98,wuyi:84,www:[8,12,92,100],x64:65,x86:[64,65],x86_64:64,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,52,60,73],xgbe0:81,xgbe1:81,xiaojun:99,xmap_read:12,xrang:[16,31,41,51,58,62,73],xxbow:99,xxx:[15,50,93,100],xxxx:20,y_dim:31,y_neg:16,y_po:16,y_predict:62,yaml:[18,85,86,90],yancey1989:27,yann:12,yapf:72,yeild:14,yet:90,yield:[2,12,15,21,41,55,58,62,67,98],yin:8,you:[2,6,8,9,14,16,27,48,90,93,99],your:[8,14,15,18,22,27,29,45,52,64,65,90],your_param_nam:57,your_repo:86,your_source_root:35,yourself:8,yuyang18:[10,12],z_dim:31,z_size:31,zachari:99,zeng:99,zero:[6,8,9,10,12,16,19,31,38,81],zhou:[98,99],zip:[12,64,86,96],zoo:91},titles:["API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Design Doc: Block and Scope","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","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","The IfElse Operator","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Optimizer Design","Design Doc: The C++ Class Parameters","Design Doc: PaddlePaddle Programs","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u6784\u5efaAndroid\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u6784\u5efaRaspberry Pi\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7f16\u8bd1PaddlePaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","Cluster bootstrapping tool survey","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":86,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":21,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":100,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":91,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":97,"\u4e0b\u8f7d\u6570\u636e":85,"\u4e0d\u4f7f\u7528":34,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":34,"\u4e0d\u540c\u7684":56,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":34,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":34,"\u4e24\u79cd\u4f7f\u7528":56,"\u4e2d\u6587\u5b57\u5178":91,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":91,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":91,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":91,"\u4e3a\u4ec0\u4e48\u8981":71,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":78,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":78,"\u4ec5\u4ec5\u4f7f\u7528void":34,"\u4ecb\u7ecd":[91,93],"\u4ece\u5feb\u7167\u6062\u590d":20,"\u4ee3\u7801\u8981\u6c42":72,"\u4efb\u52a1\u7b80\u4ecb":58,"\u4f18\u5316\u7b97\u6cd5":95,"\u4f7f\u7528":[72,85],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":34,"\u4f7f\u7528\u6848\u4f8b":83,"\u4f7f\u7528\u6982\u8ff0":95,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":83,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":86,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":91,"\u4f7f\u7528\u8bf4\u660e":77,"\u4f7f\u7528\u8f6c\u6362\u5e93":21,"\u4f7f\u7528docker\u6784\u5efa":76,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":100,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":100,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":72,"\u4fee\u6539\u542f\u52a8\u811a\u672c":85,"\u4fee\u6539\u6587\u6863":76,"\u514b\u9686":72,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":35,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":78,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":73,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[64,65],"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":79,"\u51c6\u5907\u6570\u636e":[58,97],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":86,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":79,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":55,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":55,"\u51fa\u73b0":56,"\u5206\u5272\u8bad\u7ec3":97,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":28,"\u5206\u652f\u89c4\u8303":47,"\u521b\u5efa\u672c\u5730\u5206\u652f":72,"\u521b\u5efajob":86,"\u521b\u5efapaddl":85,"\u5220\u9664\u672c\u5730\u5206\u652f":72,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":72,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":55,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":72,"\u5236\u4f5c\u955c\u50cf":86,"\u5236\u4f5cdocker\u955c\u50cf":85,"\u524d\u5411operator\u5355\u5143\u6d4b\u8bd5":74,"\u524d\u63d0\u6761\u4ef6":79,"\u52a0\u8f7dpaddlepaddl":62,"\u52a0\u901f\u6267\u884c":20,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":55,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":34,"\u52a8\u6001\u6269\u5bb9":20,"\u5355\u5143\u6d4b\u8bd5":81,"\u5355\u53cc\u5c42rnn":67,"\u5377\u79ef\u6a21\u578b":95,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":92,"\u539f\u56e0":34,"\u539f\u56e0\u5217\u8868":34,"\u53c2\u6570\u4fe1\u606f":93,"\u53c2\u6570\u5185\u5b58":55,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":81,"\u53c2\u6570\u6982\u8ff0":80,"\u53c2\u6570\u8bbe\u7f6e":57,"\u53c2\u6570\u8bfb\u53d6":93,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":[28,99],"\u53c2\u8003\u8d44\u6599":78,"\u53cc\u5411lstm":99,"\u53cc\u5c42rnn":67,"\u53cc\u5c42rnn\u4ecb\u7ecd":69,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":69,"\u53cd\u5411operator\u5355\u5143\u6d4b\u8bd5":74,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":71,"\u53ef\u9009\u529f\u80fd":91,"\u540d\u8bcd\u89e3\u91ca":28,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":95,"\u5411\u91cf":81,"\u542f\u52a8\u4efb\u52a1":86,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":79,"\u5440":71,"\u547d\u4ee4\u884c\u53c2\u6570":95,"\u548c":66,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":92,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":83,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":75,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":91,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":62,"\u57fa\u672c\u539f\u7406":69,"\u57fa\u672c\u8981\u6c42":34,"\u5982\u4f55\u4e66\u5199\u6587\u6863":76,"\u5982\u4f55\u4f7f\u7528":56,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":57,"\u5982\u4f55\u5199\u65b0\u7684oper":74,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":55,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":57,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":57,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":55,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":57,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":55,"\u5982\u4f55\u66f4\u65b0\u6587\u6863\u4e3b\u9898":76,"\u5982\u4f55\u66f4\u65b0doc":76,"\u5982\u4f55\u6784\u5efa\u6587\u6863":76,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":57,"\u5982\u4f55\u8c03\u7528":55,"\u5982\u4f55\u8d21\u732e":76,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":72,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":78,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":57,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":67,"\u5b50\u5e8f\u5217\u95f4\u6709memori":67,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":97,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":57,"\u5b89\u88c5":95,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":61,"\u5b89\u88c5\u6d41\u7a0b":61,"\u5b89\u88c5kubectl":84,"\u5b8c\u6574\u6559\u7a0b":94,"\u5b9a\u4e49operator\u7c7b":74,"\u5b9a\u4e49opkernel\u7c7b":74,"\u5b9a\u4e49protomaker\u7c7b":74,"\u5b9e\u73b0":34,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":74,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":73,"\u5b9e\u73b0\u65b9\u5f0f":35,"\u5b9e\u73b0\u8ba1\u7b97":75,"\u5b9e\u73b0c":[73,74],"\u5b9e\u73b0python\u5c01\u88c5":73,"\u5bfc\u51fac":34,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":83,"\u5c0f\u7ed3":2,"\u5de5\u5177":78,"\u5e38\u7528\u6a21\u578b":94,"\u5e76\u5b8c\u6210":72,"\u5efa\u7acb":72,"\u5f00\u53d1\u6807\u51c6":77,"\u5f00\u59cb\u5f00\u53d1":72,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":81,"\u5f15\u7528":98,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":20,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":95,"\u6027\u80fd\u4f18\u5316":77,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":78,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":78,"\u6027\u80fd\u8c03\u4f18":81,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":95,"\u603b\u4f53\u6d41\u7a0b":71,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":99,"\u6216\u8005\u662f":52,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":52,"\u62a5importerror":52,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":34,"\u63a5\u53e3":93,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":55,"\u63a8\u5bfc\u65b9\u7a0b":73,"\u63a8\u6d4b\u6267\u884c":20,"\u63d0\u4ea4":72,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":72,"\u63d0\u4ea4\u955c\u50cf":85,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":97,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":62,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":66,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":21,"\u6570\u636e\u51c6\u5907":[92,97,100],"\u6570\u636e\u63cf\u8ff0":98,"\u6570\u636e\u63d0\u4f9b":98,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":97,"\u6570\u636e\u652f\u6301":81,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":95,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":91,"\u6570\u636e\u96c6\u7279\u5f81":96,"\u6570\u636e\u9884\u5904\u7406":100,"\u6570\u6910\u4ecb\u7ecd":99,"\u6570\u6910\u51c6\u5907":99,"\u6574\u4f53\u65b9\u6848":86,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":28,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":21,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":21,"\u6587\u4ef6\u9884\u5904\u7406":21,"\u6587\u672c\u751f\u6210":100,"\u6587\u672c\u751f\u6210\u6559\u7a0b":100,"\u6587\u6863":[60,89],"\u65b0\u624b\u5165\u95e8":63,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":53,"\u65f6\u5e8f\u6a21\u578b":95,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":67,"\u65f6\u95f4\u6b65":67,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":35,"\u672c\u5730\u6d4b\u8bd5":83,"\u672c\u5730\u8bad\u7ec3":83,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":55,"\u672f\u8bed":20,"\u6784\u5efa\u548c\u6d4b\u8bd5":72,"\u6784\u5efaandroid\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":64,"\u6784\u5efaraspberri":65,"\u67b6\u6784\u56fe":28,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":85,"\u67e5\u770b\u8f93\u51fa":86,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":28,"\u6848\u4f8b\u4e00":83,"\u6848\u4f8b\u4e8c":83,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":79,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":79,"\u6982\u5ff5\u7b80\u4ecb":74,"\u6982\u5ff5\u89e3\u91ca":21,"\u6982\u8ff0":[66,69],"\u6a21\u5757":28,"\u6a21\u578b":93,"\u6a21\u578b\u4e0b\u8f7d":93,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":20,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":35,"\u6a21\u578b\u68c0\u9a8c":58,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":95,"\u6a21\u578b\u8bad\u7ec3":[92,100],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":97,"\u6a21\u578b\u914d\u7f6e":[56,67,77],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":67,"\u6ce8\u518coper":74,"\u6ce8\u610f\u4e8b\u9879":[2,74],"\u6d41\u7a0b\u4ecb\u7ecd":21,"\u6d4b\u8bd5":[81,98],"\u6d4b\u8bd5\u6587\u4ef6":97,"\u6d4b\u8bd5\u6a21\u578b":99,"\u7279\u5f81":98,"\u7279\u5f81\u63d0\u53d6":93,"\u751f\u6210\u5e8f\u5217":70,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":100,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":69,"\u751f\u6210sparse\u6587\u4ef6":28,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":28,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":96,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":100,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":99,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":96,"\u7684\u533a\u522b":56,"\u7684\u53c2\u6570":56,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":56,"\u76ee\u5f55\u7ed3\u6784":35,"\u76ee\u6807":28,"\u76f4\u63a5\u6784\u5efa":76,"\u76f8\u5173\u6982\u5ff5":69,"\u77e9\u9635":81,"\u793a\u4f8b1":67,"\u793a\u4f8b2":67,"\u793a\u4f8b3":67,"\u793a\u4f8b4":67,"\u793a\u4f8b\u7a0b\u5e8f":21,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":55,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":97,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":98,"\u7a00\u758f\u8bad\u7ec3":83,"\u7b26\u53f7":34,"\u7b80\u4ecb":[84,100],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":70,"\u7c7b":[34,73,74],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":62,"\u7ec3\u4e60":92,"\u7ec6\u8282\u63a2\u7a76":92,"\u7ec6\u8282\u63cf\u8ff0":81,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":79,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":58,"\u7ed1\u5b9apython":74,"\u7f16\u5199yaml\u6587\u4ef6":85,"\u7f16\u8bd1":74,"\u7f16\u8bd1\u548c\u5b89\u88c5":[64,65],"\u7f16\u8bd1\u548c\u6267\u884c\u5355\u5143\u6d4b\u8bd5":74,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":52,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":52,"\u7f16\u8bd1\u6d41\u7a0b":61,"\u7f16\u8bd1\u9009\u9879":35,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":59,"\u7f16\u8bd1paddlepaddle\u548c\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":71,"\u7f29\u5bb9":20,"\u7f51\u7edc\u53ef\u89c6\u5316":93,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":34,"\u80cc\u666f":34,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":81,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":28,"\u89c2\u6d4b\u8bcd\u5411\u91cf":91,"\u8bad\u7ec3":[81,97,98],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":97,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":55,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":21,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":21,"\u8bad\u7ec3\u6a21\u578b":[58,62,95,99],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":100,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":69,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":55,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":82,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":96,"\u8bcd\u5411\u91cf\u6a21\u578b":95,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":91,"\u8bcd\u6c47\u8868":67,"\u8be6\u7ec6\u6559\u7a0b":78,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":98,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":67,"\u8f6c\u6362\u5e93":21,"\u8f93\u5165":69,"\u8f93\u5165\u4e0d\u7b49\u957f":67,"\u8f93\u5165\u793a\u4f8b":69,"\u8f93\u51fa":69,"\u8f93\u51fa\u65e5\u5fd7":95,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":79,"\u8fd0\u884c\u5bb9\u5668":85,"\u8fd0\u884cdocker":52,"\u8fd0\u884cpaddlepaddl":60,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":34,"\u8fdb\u884c\u8bad\u7ec3":[21,85],"\u8fdb\u9636\u6307\u5357":77,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":84,"\u901a\u7528":81,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":60,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":95,"\u9047\u5230":52,"\u90e8\u7f72kubernetes\u96c6\u7fa4":84,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":95,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[64,65],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":70,"\u914d\u7f6e\u7f51\u7edc":62,"\u914d\u7f6ekubectl":84,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":84,"\u94a9\u5b50":72,"\u9519\u8bef\u600e\u4e48\u529e":56,"\u9644\u5f55":95,"\u968f\u673a\u6570":81,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":53,"\u96c6\u7fa4\u8bad\u7ec3":83,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":53,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":71,"\u975e\u6cd5\u6307\u4ee4":52,"\u9884\u5904\u7406":92,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":100,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":100,"\u9884\u6d4b":[92,93,95,98,99],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":100,"abstract":[42,43,44,90],"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":67,"beam_search\u7684\u751f\u6210":67,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":59,"bleu\u8bc4\u4f30":100,"book\u4e2d\u6240\u6709\u7ae0\u8282":47,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":59,"class":[31,38,51],"cmake\u6e90\u7801\u7f16\u8bd1":52,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":59,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"docker\u4f7f\u7528\u5165\u95e8":60,"filemanager\u8bbe\u8ba1\u6587\u6863":28,"float":55,"function":[18,30,31,40],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":83,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":78,"gpu\u955c\u50cf\u51fa\u73b0":52,"group\u6559\u7a0b":69,"import":52,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":86,"kubernetes\u5355\u673a\u8bad\u7ec3":85,"meta\u6587\u4ef6":97,"meta\u914d\u7f6e\u6587\u4ef6":97,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"movielens\u6570\u636e\u96c6":96,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":97,"paddle\u52a8\u6001\u5e93\u4e2d":34,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":34,"paddle\u7248\u672c\u53f7\u4e3a0":52,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":60,"paddlepaddle\u53d1\u884c\u89c4\u8303":47,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":47,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":59,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":60,"pi\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":65,"pod\u95f4\u901a\u4fe1":86,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u63a5\u53e3":93,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":52,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":95,"return":41,"rnn\u76f8\u5173\u6a21\u578b":68,"rnn\u914d\u7f6e":70,"tensor\u4f7f\u7528\u6837\u4f8b":75,"tensor\u5230eigentensor\u7684\u8f6c\u6362":75,"tensor\u6a21\u5757":75,Abs:5,For:18,The:[17,24,31,32,33,37,38,45,46],USE:45,Use:[17,39],Using:[18,24],With:27,about:31,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,addto:8,aggreg:8,aggregatelevel:8,alalysi:22,algorithm:[16,19,36,42],all:[48,50],analysi:42,anneal:57,api:[0,3,35,37,40,49],appendix:90,applic:3,architectur:42,argument:[29,41],arrai:16,associ:48,assumpt:90,async:81,attent:70,attribut:6,auc:7,auto:16,avg:11,backgraound:16,background:[43,44,50,51],backward:[32,45],base:[27,43],basepool:11,basic:90,batch:41,batch_norm:8,batch_siz:41,beam_search:8,becaus:57,benefit:[43,45],between:[15,45,49],bidirectional_gru:9,bidirectional_lstm:9,big:57,bilinear_interp:8,binari:17,bla:59,block:[17,31,32,39,40,45],block_expand:8,blockdesc:39,book:60,bootstrap:90,brelu:5,bring:90,build:[31,45],cach:2,can:48,capi:35,capi_priv:35,challeng:43,check:[8,16],checker:16,checkpoint:[19,20,26],choos:18,chunk:7,cifar:12,classif:7,classification_error:7,classification_error_print:7,client:24,clip:8,clone:72,close:16,cluster:[25,90],cmake:18,code:27,column_sum:7,commit:72,compar:90,compil:[17,39,45],compos:41,comput:[17,32,45],con:90,concat:8,concept:[40,45],conclus:[26,90],condit:31,config:3,configur:13,conll05:12,connect:8,construct:32,content:[2,35,52,53,55,56,57,66,78],context_project:8,control:45,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[26,42,43],core:[16,40],cos_sim:8,cost:8,creat:[41,44,45,48],creation:23,creator:41,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[52,59],cudnn:59,cudnnavg:11,cudnnmax:11,current:46,custom:41,dat:96,data:[8,12,19,40,41,42],datafeed:12,dataprovid:[3,81],dataset:[12,19,23],datatyp:12,decayedadagrad:10,decor:41,deep:17,definit:51,demo:31,dens:26,depend:31,deploi:27,describ:37,descript:[29,45],design:[15,16,17,19,23,24,25,26,30,31,32,36,37,38,39,40,41,42,43,44,45,46,48,50],destroi:48,detail:22,detect:[7,8],detection_map:7,detection_output:8,develop:45,dictionari:41,differ:45,discrimin:31,discuss:[31,43],dispatch:[19,23],distribut:[15,19,22,27,42],doc:[15,17,19,23,24,25,26,30,32,38,39,40,41,42,43,44,45,46],docker:[27,71],dotmul_oper:8,dotmul_project:8,driver:52,drop_out:56,dropout:8,duplic:56,dylib:35,dynam:[19,50],eigen:75,elect:26,els:17,embed:8,engin:31,enough:16,entri:41,environ:27,eos:8,eval:42,evalu:7,event:[14,15],exampl:[15,18,33,35,44],except:55,execut:[17,39,45],exp:5,expand:[8,66],expandlevel:8,explain:16,faq:54,fault:19,file:17,first_seq:[8,66],fork:72,format:[17,19],forward:32,frame:17,framework:[16,75],from:[15,26,49],full_matrix_project:8,fulli:8,gan:31,gate:70,gated_unit:8,gener:[31,90],get_output:8,global:39,gpu:81,gradient:[16,24,46],gradient_print:7,graident:16,graph:[32,43,45],group:8,gru:[9,81],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[15,34],happen:26,have:51,hierarchi:17,high:[37,49],how:[16,22,41,45],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,ident:5,identity_project:8,ifels:33,ifelseop:17,illeg:52,imag:[8,9,27],imagenet:93,imdb:[12,99],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,18,22,36,41,45,46],infer:[14,55],infershap:39,ingredi:15,ingress:28,init_hook:2,initi:[24,31],input_typ:2,insid:48,instal:90,instruct:52,insuffici:52,interact:49,interfac:[12,16,19,24,25,37,41,44,48],intermedi:45,interpol:8,introduc:50,isn:41,issu:72,job:[19,27,85],join:8,kernel:45,kmax_sequence_scor:8,kubernet:[27,84,85],lambda_cost:8,languag:17,larg:22,last_seq:[8,66],layer:[8,15,30,40,56],learn:[17,57],learnabl:8,leval:49,level:[37,49],libpaddle_capi_shar:35,libpaddle_capi_whol:35,librari:[24,45],limit:42,linear:5,linear_comb:8,list:[20,41],local:[42,44,48],lodtensor:[36,50],lodtensordesc:51,log:5,logic:23,low:49,lstm:[9,81,98,99],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,macro:45,main:31,manag:18,map:[41,45],master:[19,23,27],math:8,mathemat:16,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,member:31,memori:[8,36,56,67,69],messag:[49,57],might:31,migrat:45,mileston:45,mini:41,minibatch:12,misc:8,mix:8,mnist:12,model:[3,13,15,22,24,26,31,70,93],modul:[45,52],momentum:10,more:31,movi:96,movielen:12,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:41,multiplex:8,name:[48,52,56],nce:8,necessari:45,need:41,nest:36,network:[9,45,70],neural:70,nlp:[9,81],norm:8,note:16,numer:16,numpi:16,nvprof:78,nvvp:78,object:19,onli:[41,48],op_mak:45,oper:[30,33,39,40,43,45,46,50],opinfomap:45,opkernel:45,opproto:49,optim:[10,19,24,32,37,40],option:29,opwithkernel:45,order:29,org:76,origin:45,orthogon:48,output:8,overview:[26,45,48],packag:18,pad:8,paddl:[22,41,48,52,56,75],paddlejob:27,paddlepaddl:[15,17,39,42,47,52,76,89],parallel_nn:83,paramet:[6,8,14,15,19,24,25,27,38,40,43],parent:48,part:32,partit:24,path:[26,29],perform:81,persist:23,pfsclient:[28,29],pfsserver:28,placement:42,platform:52,pnpair:7,point:55,pool:[8,11,66],pose:46,power:8,pre:72,precision_recal:7,prefetch:41,prelu:8,print:7,pro:90,problem:[37,46],procedur:90,process:[19,24,27,37,45],program:[17,39,40],programdesc:39,project:18,propos:46,protocol:57,provid:[2,41],pserver:26,pull:72,push:72,python:[16,27,36,37,40,41,42,49,51],qualiti:45,queue:[19,23],rank:7,rank_cost:8,rate:[57,96],reader:[12,15,41],realiz:45,recoveri:19,recurr:[8,9,56,69,70],recurrent_group:8,ref:16,refactor:45,refer:[2,42,43],regist:[45,49],registr:[45,46],registri:45,regular:24,reject:57,relat:[45,50],relu:5,remot:[25,44],repeat:8,represent:[17,45],request:72,requir:[18,31],reshap:8,resiz:8,resnet:93,retri:23,rmsprop:10,rnn:[36,50,67,81],rnnop:[17,36,45],rotat:8,row_conv:8,row_l2_norm:8,runtim:[27,42],sampl:8,sampling_id:8,save:26,scale:[8,19],scale_shift:8,scaling_project:8,scope:[17,36,45,48],select:24,selective_fc:8,sentiment:12,separ:45,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:70,sequence_conv_pool:9,sequencesoftmax:5,server:[19,23,24,27,43],session:[42,44],sextant:90,sgd:81,share:[15,48],should:[48,51],shuffl:41,sigmoid:5,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:41,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:46,spars:[24,25,26],spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:[17,99],stanh:5,start:15,step:36,store:19,sub_nested_seq:8,subcommond:29,submit:27,suffici:41,suitabl:18,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,support:[50,52],survei:90,synopsi:29,tabl:35,table_project:8,take:41,tanh:5,task:[19,23],tecton:90,tensor:[8,45,75],tensorarrai:50,text_conv_pool:9,theori:16,thi:[48,52],think:31,three:50,timelin:26,todo:[20,21],togeth:48,toler:19,too:57,tool:[18,90],train:[14,15,19,22,25,27,37,41,42],trainer:[14,19,24,26,27],tran:8,trans_full_matrix_project:8,tune:81,two:16,uci_h:12,uniform:50,updat:[15,25,26],usag:[36,41],use:[22,41],user:[19,96],util:7,value_print:7,vardesc:51,variabl:[40,45,48,51],version:52,vgg_16_network:9,warp_ctc:8,what:[22,26,51],wheel:52,when:[26,48],whl:52,why:[41,45,50],wmt14:12,zoo:93}}) \ No newline at end of file -- GitLab