diff --git a/develop/doc/_sources/design/cluster_train/save_model.md.txt b/develop/doc/_sources/design/cluster_train/save_model.md.txt new file mode 100644 index 0000000000000000000000000000000000000000..b70f00176b6701ef487ef88ac0933b9b227037ea --- /dev/null +++ b/develop/doc/_sources/design/cluster_train/save_model.md.txt @@ -0,0 +1,110 @@ +# Design Doc: Save Model + +## Overview + +The model is the output of the training process. There are two +ways from which user can obtain a model: + +- Save model triggered by user code: user code asks PaddlePaddle to + save a model. +- Convert model from the checkpoint: model being converted from + pservers' periodic checkpoint. In this way, the user can cancel a + job at any time, and still have a relatively fresh model (we + checkpoint around every 5 minutes). + +### Trainer Saving Model vs. Pservers Saving Model + +Both trainers and pservers have access to the model. So the model can +be saved from a trainer or pservers. We need to decide where the model +is saved from. + +#### Dense Update vs. Sparse Update + +There are two types of model update methods: dense update and sparse +update (when the model parameter is configured to be sparse). + +- Dense update + + Every trainer has it's own full copy of the model. Every model + update will update the entire model. + +- Sparse update + + The training input is sparse, and the trainer does not have the + entire model. It will only download the sub-model necessary related + to the input. When updating the model, only the sub-model related to + the training input is updated. + + +#### Pservers Saving Model + +The benefit of letting pservers save model is they have the entire +model all the time. However, since pservers are on different nodes, it +requires a merging process to merge model shards into the same +model. Thus requires the pservers to write models to a distributed +filesystem, making the checkpoint shards visible to the merge program. + +#### Trainer Saving Model + +The benefit of letting one trainer to save the model is it does not +require a distributed filesystem. And it's reusing the same save model +logic when training locally - except when doing sparse update, the +trainer needs to download the entire model during the saving process. + +#### Conclusion + +Given trainer saving model does not require a distributed filesystem, +and is an intuitive extension to trainer saving model when training +locally, we decide to let the trainer save the model when doing +distributed training. + + +### Convert Model from Checkpoint + +TODO + + +## Timeline + +We first implement trainer save the model. Converting the latest +snapshot to a model will be a TODO for future. + + +## Trainer Save Model + +### Trainer Election + +One trainer will be elected as the one to save the model. When using +etcd, trainer ID is a randomly generated UUID, we will utilize etcd to +elect one trainer. When not using etcd, unique trainer IDs will be +given by the administrator, the trainer whose ID is "0" is elected to +save the model. + +### Model Save Path + +Each trainer will be given the directory to save the model. The +elected trainer will save the model to +`given-directory/trainerID`. Since the trainer ID is unique, this +would prevent concurrent save to the same file when multiple trainers +are elected to save the model when split-brain problem happens. + +### What Happens When Model Is Saving + +It takes some time to save model, we need to define what will happen +when save model is taking place. + +When doing dense update, the trainer uses the local model. Pservers +does not need to pause model update. + +When doing sparse update. The trainer needs to download the entire +model while saving. To get the most accurate model, the model update +needs to be paused before the download starts and resumed after the +download finishes. Otherwise, the trainer gets a model that is +"polluted": some part of the model is old, some part of the model is +new. + +It's unclear that the "polluted" model will be inferior due to the +stochastic nature of deep learning, and pausing the model update will +add more complexity to the system. Since supporting sparse update is a +TODO item. We defer the evaluation of pause the model update or not +during saving model to the future. diff --git a/develop/doc/_sources/design/simple_op_design.md.txt b/develop/doc/_sources/design/simple_op_design.md.txt new file mode 100644 index 0000000000000000000000000000000000000000..49ca5db5da9e400fd2c54eb8903b0dd2eb832d44 --- /dev/null +++ b/develop/doc/_sources/design/simple_op_design.md.txt @@ -0,0 +1,201 @@ +## Interaction between C++ and Python + +Users employ API in Python to describe their own network, however, the network construction actually happens in C++. so Protobuf is introduced to send the message between Python and C++. + +The Interaction between Python and C++ can be simplified as two steps: + +1. C++ tells Python how many Ops there are, and what parameter do users need to offer to initialize a new Op. Python then builds API for each Op at compile time. + +2. Users invoke APIs built by Python and provide necessary parameters. These parameters will be sent to C++ fo finish Op construction task. + +### Message form C++ to Python + +We define a Protobuf message class `OpProto` to hold message needed in the first step. What should an `OpProto` contain? This question is equivalent to “What message do we need to offer, to build a Python API which is legal and user oriented and can use to describe a whole Op.” + +Following message are necessary: + +1. Op's name, and its simple comment. +2. Input and output variable number; each variable's name, type, and comment. +3. Op's attributes; each attribute includes name, type, comment, **default value** and **value range**. + +So `OpProto` can be defined as follows: + +```proto +enum AttrType { + INT = 1; + FLOAT = 2; + STRING = 3; + INTS = 4; + FLOATS = 5; + STRINGS = 6; +}; + +message AttrValue { + AttrType type = 1; + optional int iv = 2; + optional float fv = 3; + optional string sv = 4; + repeated int ivs = 5; + repeated float fvs = 6; + repeated string svs = 7; +}; + +message AttrProto { + required string name = 1; + required string comment = 2; + required AttrType type = 3; +}; + +message VarProto { + required string name = 1; + required string comment = 2; +}; + +message OpProto { + repeated VarProto inputs = 1; + repeated VarProto outputs = 2; + repeated AttrProto attrs = 3; + required string type = 4; + required string comment = 5; +}; +``` + +To generate Python code automatically: + +```python +def create_python_ops_creatation_functions(): + op_protos = paddle.framework.OpRegistry.get_all_op_proto() + for type_name in op_protos: + op_proto = op_protos[type_name] + def __impl__(**kwargs): # User must use key word args in Paddle API + inputs = [kwargs.get(ipt.name, "") for ipt in op_proto.inputs] + outputs = [kwargs.get(opt.name, "") for opt in op_proto.outputs] + attrs = [cast_to_op_attr(attr, kwargs.get(attr.name, None)) for attr in op_proto.attrs] + opdesc = （input, outputs, type_name, attrs） + return paddle.framework.OpRegistry.CreateOp(opdesc) + __impl__.__doc__ = create_doc_string(op_proto) + globals()[type_name] = __impl__ + +create_python_ops_creatation_functions() +``` + +### Message from Python to C++ + +To hold message needed in the above second step, we define Protobuf message class `OpDesc`. It is used to hold user-specified parameters in Op describing. + +```proto +message OpDesc { + required string type = 1; + repeated string inputs = 2; + repeated string outputs = 3; + map attrs = 4; +}; +``` + +## OpProto Register + +Every Op has its own `OpProto`. For using convenience, we need to register them and record all their messages. For each `Op` class, we define a corresponding `OpMaker` class, in whose constructor we implement the `OpProto`'s building process. `OpMaker`'s constructor will be invoked by another function `OpRegistry::RegisterOp()`. + +```cpp +class OpProtoMaker { +public: + OpProtoMaker(OpProto* proto): proto_(proto) {} +protected: + OpProto* proto_; + void AddInput(const std::string& name, const std::string& desc) {...} + void AddAttr(const std::string& name, const std::string& desc, TypeId type) {...} + void AddComment(const std::string& comment) { ... } +}; + +class OpRegistry { +public: + using OpCreator = std::function; + + template + static void RegisterOp(const std::string& name) { + gCreators_[name] = [](const OpDesc& desc) { + return new OpType(desc); + }; + OpProto& opProto = gProtos_[name]; + OpMaker()(&opProto); + } + + static map gCreators_; + static map gProtos_; +}; + +template +class OpRegister { + public: + OpRegister(std::string type) { + OpRegistry::RegisterOp(type); + } +}; + +#define REGISTER_OP(op_class, op_maker_class, type_name) \ + class op_class##Register { \ + private: \ + const static OpRegister<#op_class, #op_maker_class> reg; \ + }; \ + const Register op_class##Register::reg(#type_name); + +class CosineOp { +// ... +} + +struct CosineOpProtoMaker : public OpProtoMaker { + CosineOpProtoMaker(OpProto* proto) : OpProtoMaker(proto) { + AddInput("input", "input of cosine op"); + AddAttr("scale", "scale of cosine op", float).Default(1.0).LargerThan(0.0); + AddType("cos"); + AddComment("This is cos op"); + } +} + +REGISTER_OP(CosineOp, CosineOpProtoMaker, cos); +``` + +In `REGISTER_OP(CosineOp, CosineOpProtoMaker, cos)`, we register not only `CosineOp` but also `CosineOpProto`. As fields of `CosineOpProto`, the default value and value range of `scale` are also registered here. + +## Python API + +Python APIs are divided into two types, high-level API and low-level API. + +### High-Level API + +High-level API is called by users directly, so it should keep its style consistent with existing V2 APIs. + +Here is a sample about how a define a fc layer: + +```python +hd = fc_layer(input=data, size=56, with_bias=True, activation="sigmoid"); +``` + +`hd` is the output of `fc_layer` and it's a `variable`. It can be further sent into other layers as input. + +The definition of `fc_layer()`: + +```python +def fc_layer(input, size, with_bias, activation): + attr_map = {"size":size} + check_attrs(attr_map) + w = make_variable('w') + if with_bias: + b = make_variable('b') + else: + b = None + fc_output = make_variable('fc_output'); + fc_op(input, w, b, fc_output, attr_map) + act_output = make_variable('sigmod_output'); + if activation == "sigmod": + sigmod_op(fc_output, act_output); + elif: + # ... + return act_output; +``` + +### Low Leval API + +In above sample, `fc_op` and `sigmod_op` are low-level API. They build `OpDesc` and invoke corresponding C++ code. + +*TODO* diff --git a/develop/doc/design/cluster_train/save_model.html b/develop/doc/design/cluster_train/save_model.html new file mode 100644 index 0000000000000000000000000000000000000000..90b73b058ea74df568602d1c3b4e1db443f36c10 --- /dev/null +++ b/develop/doc/design/cluster_train/save_model.html @@ -0,0 +1,346 @@ + + + + + + + + + + + Design Doc: Save Model — PaddlePaddle documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ Folk me on Github +
+ + English + + + + +
+ +
+
+ + + + +
+
+ + + +
+
+
+
+
+ +
+ + + + +
+ + + + + + + + + + + +
+
    + +
  • Design Doc: Save Model
    • +
+
+ +
+
+
+
+ +
+

Design Doc: Save Model

+
+

Overview

+

The model is the output of the training process. There are two +ways from which user can obtain a model:

+
    +
  • Save model triggered by user code: user code asks PaddlePaddle to +save a model.
    • +
  • Convert model from the checkpoint: model being converted from +pservers’ periodic checkpoint. In this way, the user can cancel a +job at any time, and still have a relatively fresh model (we +checkpoint around every 5 minutes).
    • +
+
+

Trainer Saving Model vs. Pservers Saving Model

+

Both trainers and pservers have access to the model. So the model can +be saved from a trainer or pservers. We need to decide where the model +is saved from.

+
+

Dense Update vs. Sparse Update

+

There are two types of model update methods: dense update and sparse +update (when the model parameter is configured to be sparse).

+
    +

  • Dense update

    +

    Every trainer has it’s own full copy of the model. Every model +update will update the entire model.

    +
    • +

  • Sparse update

    +

    The training input is sparse, and the trainer does not have the +entire model. It will only download the sub-model necessary related +to the input. When updating the model, only the sub-model related to +the training input is updated.

    +
    • +
+
+
+

Pservers Saving Model

+

The benefit of letting pservers save model is they have the entire +model all the time. However, since pservers are on different nodes, it +requires a merging process to merge model shards into the same +model. Thus requires the pservers to write models to a distributed +filesystem, making the checkpoint shards visible to the merge program.

+
+
+

Trainer Saving Model

+

The benefit of letting one trainer to save the model is it does not +require a distributed filesystem. And it’s reusing the same save model +logic when training locally - except when doing sparse update, the +trainer needs to download the entire model during the saving process.

+
+
+

Conclusion

+

Given trainer saving model does not require a distributed filesystem, +and is an intuitive extension to trainer saving model when training +locally, we decide to let the trainer save the model when doing +distributed training.

+
+
+
+

Convert Model from Checkpoint

+

TODO

+
+
+
+

Timeline

+

We first implement trainer save the model. Converting the latest +snapshot to a model will be a TODO for future.

+
+
+

Trainer Save Model

+
+

Trainer Election

+

One trainer will be elected as the one to save the model. When using +etcd, trainer ID is a randomly generated UUID, we will utilize etcd to +elect one trainer. When not using etcd, unique trainer IDs will be +given by the administrator, the trainer whose ID is “0” is elected to +save the model.

+
+
+

Model Save Path

+

Each trainer will be given the directory to save the model. The +elected trainer will save the model to +given-directory/trainerID. Since the trainer ID is unique, this +would prevent concurrent save to the same file when multiple trainers +are elected to save the model when split-brain problem happens.

+
+
+

What Happens When Model Is Saving

+

It takes some time to save model, we need to define what will happen +when save model is taking place.

+

When doing dense update, the trainer uses the local model. Pservers +does not need to pause model update.

+

When doing sparse update. The trainer needs to download the entire +model while saving. To get the most accurate model, the model update +needs to be paused before the download starts and resumed after the +download finishes. Otherwise, the trainer gets a model that is +“polluted”: some part of the model is old, some part of the model is +new.

+

It’s unclear that the “polluted” model will be inferior due to the +stochastic nature of deep learning, and pausing the model update will +add more complexity to the system. Since supporting sparse update is a +TODO item. We defer the evaluation of pause the model update or not +during saving model to the future.

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

+ © 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/simple_op_design.html b/develop/doc/design/simple_op_design.html new file mode 100644 index 0000000000000000000000000000000000000000..95a8fb84ba304119b0b68088d566a8ef8d320238 --- /dev/null +++ b/develop/doc/design/simple_op_design.html @@ -0,0 +1,427 @@ + + + + + + + + + + + Interaction between C++ and Python — PaddlePaddle documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ Folk me on Github +
+ + English + + + + +
+ +
+
+ + + + +
+
+ + + +
+
+
+
+
+ +
+ + + + +
+ + + + + + + + + + + +
+
    + +
  • Interaction between C++ and Python
    • +
+
+ +
+
+
+
+ +
+

Interaction between C++ and Python

+

Users employ API in Python to describe their own network, however, the network construction actually happens in C++. so Protobuf is introduced to send the message between Python and C++.

+

The Interaction between Python and C++ can be simplified as two steps:

+
    +
  1. C++ tells Python how many Ops there are, and what parameter do users need to offer to initialize a new Op. Python then builds API for each Op at compile time.
    2. +
  2. Users invoke APIs built by Python and provide necessary parameters. These parameters will be sent to C++ fo finish Op construction task.
    3. +
+
+

Message form C++ to Python

+

We define a Protobuf message class OpProto to hold message needed in the first step. What should an OpProto contain? This question is equivalent to “What message do we need to offer, to build a Python API which is legal and user oriented and can use to describe a whole Op.”

+

Following message are necessary:

+
    +
  1. Op’s name, and its simple comment.
    2. +
  2. Input and output variable number; each variable’s name, type, and comment.
    3. +
  3. Op’s attributes; each attribute includes name, type, comment, default value and value range.
    4. +
+

So OpProto can be defined as follows:

+
enum AttrType {
+    INT = 1;
+    FLOAT = 2;
+    STRING = 3;
+    INTS = 4;
+    FLOATS = 5;
+    STRINGS = 6;
+};
+
+message AttrValue {
+    AttrType type = 1;
+    optional int iv = 2;
+    optional float fv = 3;
+    optional string sv = 4;
+    repeated int ivs = 5;
+    repeated float fvs = 6;
+    repeated string svs = 7;
+};
+
+message AttrProto {
+    required string name = 1;
+    required string comment = 2;
+    required AttrType type = 3;
+};
+
+message VarProto {
+    required string name = 1;
+    required string comment = 2;
+};
+
+message OpProto {
+    repeated VarProto inputs = 1;
+    repeated VarProto outputs = 2;
+    repeated AttrProto attrs = 3;
+    required string type = 4;
+    required string comment = 5;
+};
+
+
+

To generate Python code automatically:

+
def create_python_ops_creatation_functions():
+    op_protos = paddle.framework.OpRegistry.get_all_op_proto()
+    for type_name in op_protos:
+        op_proto = op_protos[type_name]
+        def __impl__(**kwargs):  # User must use key word args in Paddle API
+            inputs = [kwargs.get(ipt.name, "") for ipt in op_proto.inputs]
+            outputs = [kwargs.get(opt.name, "") for opt in op_proto.outputs]
+            attrs = [cast_to_op_attr(attr, kwargs.get(attr.name, None)) for attr in op_proto.attrs]
+            opdesc = （input, outputs, type_name, attrs）
+            return paddle.framework.OpRegistry.CreateOp(opdesc)
+        __impl__.__doc__ = create_doc_string(op_proto)
+        globals()[type_name] = __impl__
+
+create_python_ops_creatation_functions()
+
+
+
+
+

Message from Python to C++

+

To hold message needed in the above second step, we define Protobuf message class OpDesc. It is used to hold user-specified parameters in Op describing.

+
message OpDesc {
+    required string type = 1;   
+    repeated string inputs = 2;
+    repeated string outputs = 3;
+    map<string, AttrValue> attrs = 4;
+};
+
+
+
+
+
+

OpProto Register

+

Every Op has its own OpProto. For using convenience, we need to register them and record all their messages. For each Op class, we define a corresponding OpMaker class, in whose constructor we implement the OpProto‘s building process. OpMaker‘s constructor will be invoked by another function OpRegistry::RegisterOp().

+
class OpProtoMaker {
+public:
+    OpProtoMaker(OpProto* proto): proto_(proto) {}
+protected:
+    OpProto* proto_;
+    void AddInput(const std::string& name, const std::string& desc) {...}
+    void AddAttr(const std::string& name, const std::string& desc, TypeId type) {...}
+    void AddComment(const std::string& comment) { ... }
+};
+
+class OpRegistry {
+public:
+    using OpCreator = std::function<OperatorBase* (OpDesc& desc)>;
+    
+    template <typename OpType, typename OpMaker>
+    static void RegisterOp(const std::string& name) {
+        gCreators_[name] = [](const OpDesc& desc) {
+            return new OpType(desc);
+        };
+        OpProto& opProto = gProtos_[name];
+        OpMaker()(&opProto);
+    }
+
+    static map<string, OpCreator> gCreators_;
+    static map<string, OpProto> gProtos_;
+};
+
+template <typename OpType, typename OpMaker>
+class OpRegister {
+  public:
+    OpRegister(std::string type) {
+        OpRegistry::RegisterOp<OpType, OpMaker>(type);
+    }
+};
+
+#define REGISTER_OP(op_class, op_maker_class, type_name)         \
+    class op_class##Register {                                   \
+      private:                                                   \
+        const static OpRegister<#op_class, #op_maker_class> reg; \
+    };                                                           \
+    const Register op_class##Register::reg(#type_name);
+    
+class CosineOp {
+// ...
+}
+
+struct CosineOpProtoMaker : public OpProtoMaker {
+    CosineOpProtoMaker(OpProto* proto) : OpProtoMaker(proto) {
+        AddInput("input", "input of cosine op");
+        AddAttr("scale", "scale of cosine op", float).Default(1.0).LargerThan(0.0);
+        AddType("cos");
+        AddComment("This is cos op");
+    }
+}
+
+REGISTER_OP(CosineOp, CosineOpProtoMaker, cos);
+
+
+

In REGISTER_OP(CosineOp, CosineOpProtoMaker, cos), we register not only CosineOp but also CosineOpProto. As fields of CosineOpProto, the default value and value range of scale are also registered here.

+
+
+

Python API

+

Python APIs are divided into two types, high-level API and low-level API.

+
+

High-Level API

+

High-level API is called by users directly, so it should keep its style consistent with existing V2 APIs.

+

Here is a sample about how a define a fc layer:

+
hd = fc_layer(input=data, size=56, with_bias=True, activation="sigmoid");
+
+
+

hd is the output of fc_layer and it’s a variable. It can be further sent into other layers as input.

+

The definition of fc_layer():

+
def fc_layer(input, size, with_bias, activation):
+    attr_map = {"size":size}
+    check_attrs(attr_map)
+    w = make_variable('w')
+    if with_bias:
+        b = make_variable('b')
+    else:
+        b = None
+    fc_output = make_variable('fc_output');
+    fc_op(input, w, b, fc_output, attr_map)
+    act_output = make_variable('sigmod_output');
+    if activation == "sigmod":
+        sigmod_op(fc_output, act_output);
+    elif:
+        # ...
+    return act_output;
+
+
+
+
+

Low Leval API

+

In above sample, fc_op and sigmod_op are low-level API. They build OpDesc and invoke corresponding C++ code.

+

TODO

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

+ © Copyright 2016, PaddlePaddle developers. + +

+
+ Built with Sphinx using a theme provided by Read the Docs. + +
+ +
+
+ +
+ +
+ + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/develop/doc/objects.inv b/develop/doc/objects.inv index 36ebc059b574787fe255769f1bb7bc0d65c18f5c..b302cc6224fca55bfc395c207e19946b231942f6 100644 Binary files a/develop/doc/objects.inv and b/develop/doc/objects.inv differ diff --git a/develop/doc/searchindex.js b/develop/doc/searchindex.js index fbc200e1b827ccad5d232a8dd7526e19c55ad207..b5eeabd000e81a9906da8867ce4c7afc52dd461b 100644 --- a/develop/doc/searchindex.js +++ b/develop/doc/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["about/index_en","api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/parameters_in_cpp","design/reader/README","design/releasing_process","design/scope","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","design/scope.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":60,"00186201e":5,"00m":44,"01852v1":9,"03m":44,"0424m":44,"0473v3":10,"055ee37d":50,"05d":57,"0630u":44,"06u":44,"0810u":44,"08823112e":5,"0957m":44,"0ab":9,"0rc1":31,"0rc2":31,"0th":65,"10007_10":64,"10014_7":64,"100gb":44,"100gi":50,"10g":24,"10m":44,"1150u":44,"11\u5b9e\u73b0\u4e86c":28,"11e6":51,"12194102e":5,"124n":44,"13m":51,"1490u":44,"15501715e":5,"1550u":44,"15mb":60,"1636k":65,"16mb":60,"16u":44,"173m":58,"173n":44,"1770u":44,"18ad":50,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":51,"197u":44,"1gb":44,"1st":[55,58,64,65],"202mb":65,"210u":44,"211839e770f7b538e2d8":10,"215n":44,"228u":44,"234m":58,"2520u":44,"252kb":60,"25639710e":5,"25k":60,"2680u":44,"27787406e":5,"279n":44,"27m":44,"285m":44,"2863m":44,"28m":44,"28x28":3,"2977m":44,"2cbf7385":50,"2nd":[9,64,65],"302n":44,"30u":44,"32777140e":5,"328n":44,"32u":44,"32x32":[13,57],"331n":44,"3320u":44,"36540484e":5,"365e":50,"36u":44,"3710m":44,"3768m":44,"387u":44,"38u":44,"3920u":44,"39u":44,"3rd":[62,64,65],"4035m":44,"4090u":44,"4096mb":47,"4279m":44,"43630644e":5,"43u":44,"448a5b355b84":51,"4560u":44,"4563m":44,"45u":44,"4650u":44,"4726m":44,"473m":51,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":47,"50bd":50,"50gi":50,"51111044e":5,"514u":44,"525n":44,"526u":44,"53018653e":5,"536u":44,"5460u":44,"5470u":44,"54u":44,"55g":65,"5690m":44,"573u":44,"578n":44,"5798m":44,"586u":44,"58s":51,"5969m":44,"6080u":44,"6082v4":9,"6140u":44,"6305m":44,"639u":44,"655u":44,"6780u":44,"6810u":44,"682u":44,"6970u":44,"6ce9":50,"6node":45,"6th":65,"704u":44,"70634608e":5,"7090u":44,"72296313e":5,"72u":44,"73u":44,"75u":44,"760u":44,"767u":44,"783n":44,"784u":44,"78m":44,"7eamaa":13,"7kb":51,"8250u":44,"8300u":44,"830n":44,"849m":44,"85625684e":5,"861u":44,"864k":65,"8661m":44,"892m":44,"901n":44,"90u":44,"918u":44,"9247m":44,"924n":44,"9261m":44,"93137714e":5,"9330m":44,"94u":44,"9530m":44,"96644767e":5,"983m":44,"988u":44,"997u":44,"99982715e":5,"99m":58,"99u":44,"9f18":51,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":25,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":25,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":25,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":31,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":25,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":25,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":25,"\u4e0b\u8f7d\u5230\u672c\u5730":25,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":28,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":25,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":27,"\u4e0d\u4f7f\u7528c":27,"\u4e0d\u4f7f\u7528swig":27,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":27,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":27,"\u4e0d\u5728":28,"\u4e0d\u5bb9\u6613\u51fa\u9519":25,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":27,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":27,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":25,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":31,"\u4e0e\u53ef\u80fd\u6709\u7684":31,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":28,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":27,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":27,"\u4e2a\u6027\u5316\u63a8\u8350":31,"\u4e2d":[27,28],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":27,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":28,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":25,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":28,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":25,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":28,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":28,"\u4e5f\u4e0d\u751f\u6210":28,"\u4e66\u5199":27,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":27,"\u4ece":31,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":28,"\u4ed6\u662f\u5c06":28,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":27,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":27,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0b":20,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":25,"\u4ee5\u53canumpi":20,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":27,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":27,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":28,"\u4f46\u4e0d\u66b4\u9732":28,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":31,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":31,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":28,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":27,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":27,"\u4f7f\u7528":[28,31],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":27,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":28,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":27,"\u4f7f\u7528c":28,"\u4f7f\u7528c99\u505a\u63a5\u53e3":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":27,"\u4f7f\u7528regress":31,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":27,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":27,"\u4f7f\u7528void":27,"\u4f8b\u5982":[20,27,28,31],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":27,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":27,"\u4f8b\u5982\u5bf9\u4e8epython":27,"\u4f8b\u5982c":27,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":27,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":27,"\u4f8b\u5982python\u7684":27,"\u4f9d\u6b21\u7c7b\u63a8":31,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":27,"\u4fee\u590d\u6240\u6709bug\u540e":31,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":31,"\u4fee\u590dubuntu":31,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":31,"\u505a\u63a5\u53e3":27,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":28,"\u5176\u4e2d":[27,31],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":28,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":31,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":28,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":28,"\u5177\u4f53\u8bf7\u53c2\u8003":28,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":27,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":27,"\u518d\u57fa\u4e8e":31,"\u5199\u4ee3\u7801":27,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":28,"\u51fd\u6570\u547d\u540d":27,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":31,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":31,"\u5206\u652f\u4e2d":31,"\u5206\u652f\u4e3a\u5f00\u53d1":31,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":31,"\u5206\u652f\u4e3a\u7a33\u5b9a":31,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":31,"\u5206\u652f\u5408\u5165":31,"\u5206\u652f\u5408\u5165master\u5206\u652f":31,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":31,"\u5206\u652f\u540d\u4e3a":31,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":31,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":31,"\u5206\u7247":19,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u5ffd\u7565":19,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5230":19,"\u529f\u80fd":25,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":31,"\u52a8\u6001\u5e93":27,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":28,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":31,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":28,"\u5373\u4f7f\u7528":28,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5373\u4f7fc":28,"\u5373\u4f8b\u5982":28,"\u5373\u4fbfpaddl":28,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":28,"\u5373\u66b4\u9732":28,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":27,"\u53c2\u6570":27,"\u53c2\u8003":[25,27],"\u53cc\u5411\u9a8c\u8bc1":25,"\u53d1\u5e03\u5230dockerhub":31,"\u53d1\u5e03\u5230github":31,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":28,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":27,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":27,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u7528":25,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":31,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u540c\u65f6\u518d\u5c06":31,"\u540c\u65f6\u63d0\u8d77":31,"\u540d\u5b57\u4fee\u9970":27,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":31,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":27,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,27,28,31],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":27,"\u56fe\u50cf\u5206\u7c7b":31,"\u5728":[28,31],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":28,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":20,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":28,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":25,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":28,"\u5728\u7528\u6237\u4f7f\u7528c":28,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":31,"\u5728\u8fd9\u4e2a":31,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":31,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":28,"\u5728c":27,"\u5728c\u7684\u5934\u6587\u4ef6":27,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":20,"\u5728paramet":19,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":28,"\u5747\u662f\u5728":28,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":25,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":27,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":27,"\u5982\u679c\u5931\u8d25":31,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":31,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":28,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":27,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":27,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":28,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":25,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":27,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":27,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":27,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":27,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":27,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":28,"\u5bf9\u4e8e\u6bcf\u79cdc":28,"\u5bf9\u6bd4":27,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":28,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":31,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":28,"\u5c06":31,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":27,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":31,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":31,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":27,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":28,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":27,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":25,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":25,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":27,"\u5e76\u5220\u9664":31,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5c06c":28,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":27,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":31,"\u5efa\u8bae":31,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":28,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":31,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":31,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":31,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":31,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":28,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":25,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"\u5f97\u4f7f\u7528":27,"\u5fc5\u8981":28,"\u60c5\u611f\u5206\u6790":31,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":28,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":25,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":25,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[27,28],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":19,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":25,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":28,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":28,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":28,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":28,"\u628a":20,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u63a5\u53e3":[27,28],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":28,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":25,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":25,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":25,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":25,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":25,"\u6570\u636e":25,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":27,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":25,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6587\u4ef6":27,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":25,"\u6587\u4ef6\u5185\u5bb9\u4e3a":27,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":25,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":31,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":31,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":25,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":27,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65f6":19,"\u662f":25,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":27,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":28,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":27,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":28,"\u662f\u56e0\u4e3ac99\u652f\u6301":27,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":25,"\u662f\u6307":28,"\u662f\u7528\u6237\u4f7f\u7528c":28,"\u662fc":28,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":28,"\u6700\u540e\u5220\u9664":31,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":27,"\u6709\u6807\u51c6\u7684":27,"\u6709\u7684\u65f6\u5019":27,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":31,"\u672c\u6587\u6863\u63cf\u8ff0paddl":28,"\u673a\u5668\u7ffb\u8bd1":31,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":27,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":27,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":28,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":31,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":27,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":31,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u969410\u5206\u949f":19,"\u6bd4\u5982":20,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6ce8":19,"\u6d4b\u8bd5docker\u955c\u50cf":31,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":25,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":25,"\u7248\u672c\u5206\u652f":31,"\u7248\u672c\u53f7":31,"\u7248\u672c\u53f7rc":31,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":31,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":27,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":27,"\u751f\u6210\u6587\u6863":27,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":27,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":25,"\u7528":25,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":28,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":28,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":25,"\u7528\u6237\u901a\u8fc7c":28,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8ec":27,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":25,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":25,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u7684\u5934\u6587\u4ef6":27,"\u7684\u63a5\u53e3\u6837\u5f0f":27,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":27,"\u7684\u7f29\u5199":25,"\u7684\u89c4\u8303":27,"\u7684\u89d2\u5ea6":20,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":25,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":27,"\u76ee\u5f55\u4e0b":28,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":27,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":28,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":27,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":27,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":31,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":31,"\u7b2c\u4e8c\u4e2a\u4e3a":31,"\u7b49":28,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":28,"\u7b49\u6587\u4ef6":28,"\u7c7b\u4f3c":28,"\u7c7b\u540d\u548cc":27,"\u7c7b\u578b":27,"\u7ea2\u697c\u68a6":55,"\u7ed3\u8bba":27,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":27,"\u7f16\u8bd1\u578b\u8bed\u8a00":27,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":31,"\u7f16\u8bd1c":28,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1ubuntu\u7684deb\u5305":31,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":28,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":27,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":28,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":25,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":27,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":27,"\u800c\u5bf9\u4e8egolang":27,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":27,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":28,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":27,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":28,"\u826f\u597d\u7684\u6587\u6863":27,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":28,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":27,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":27,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":28,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":31,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":31,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":31,"\u8bbe\u7f6e":28,"\u8bc6\u522b\u6570\u5b57":31,"\u8bcd\u5411\u91cf":31,"\u8be6\u7ec6\u8bbe\u8ba1":25,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":31,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":28,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":31,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":28,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":28,"\u8fd9\u4e09\u4e2a\u5206\u652f":31,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":28,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":28,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":28,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":27,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":27,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":28,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":28,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":28,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":28,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":20,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":27,"\u8fd9\u662f\u56e0\u4e3a":27,"\u8fd9\u6837":28,"\u8fd9\u6837\u4fdd\u8bc1":31,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":25,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":27,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":31,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":25,"\u901a\u5e38":28,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":28,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":25,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":31,"\u90a3\u4e48":28,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":27,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":25,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":27,"\u91cd\u547d\u540d\u6210":27,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":27,"\u9519\u8bef\u5904\u7406":27,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":27,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":27,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":28,"\u9700\u8981":20,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":25,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":28,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":31,"\u9700\u8981\u5f15\u7528":28,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":27,"\u9700\u8981\u6ce8\u610f\u7684\u662f":31,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":28,"\u9ed8\u8ba4256k":25,"\ufb01xed":65,"abstract":[32,42,47],"api\u4e2d\u4f7f\u7528":27,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":28,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":28,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":28,"api\u63a5\u53e3":25,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":28,"api\u65f6":28,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":28,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":28,"api\u66b4\u9732\u7684\u7c7b\u578b":28,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":28,"api\u7684\u5b9e\u4f8b":28,"api\u7684\u5b9e\u73b0\u7ec6\u8282":28,"api\u7684\u63a5\u53e3":28,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":28,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":28,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":28,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":31,"boolean":[9,26,27],"break":[17,60],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":31,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":31,"byte":25,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":27,"c\u6709\u6807\u51c6\u7684abi":27,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":27,"case":[9,28,30,33,40,42,44,48,50,56,60],"char":[22,62],"class":[5,6,7,8,9,11,12,13,15,16,27,32,46,57,64],"const":[22,29,32,42],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":28,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":28,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":28,"core\u6982\u5ff5":28,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":31,"deb\u5305\u7f16\u8bd1\u95ee\u9898":31,"default":[3,7,8,9,10,12,13,15,16,17,32,35,45,47,49,50,51,60,62,64,65],"enum":22,"export":[9,34,57],"final":[10,33,34,41,42,64],"float":[3,7,8,9,11,13,33,42,44,49,55,58],"function":[3,5,9,10,11,13,16,18,21,22,23,24,29,30,32,33,40,42,44,45,47,56,57,60,63,64,65],"golang\u53ef\u4ee5\u4f7f\u7528":27,"golang\u7684":27,"h\u5e76\u4e0d\u56f0\u96be":27,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[3,5,8,9,16,17,32,33,40,44,50,55,56,57,58,60,64,65],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":25,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[3,7,8,9,10,13,21,22,24,27,28,30,42,49,60,63],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":27,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":31,"long":[2,9,10,13,35,44,63,64],"model\u505a\u5206\u652f\u7ba1\u7406":31,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[3,9,13,17,18,21,22,23,30,41,43,50,51,56,60,63,64],"note\u7684\u4e66\u5199":31,"null":[9,42,47],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":27,"paddle\u4f7f\u7528git":31,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":27,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":27,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":31,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":31,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":31,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":31,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":27,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":28,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":27,"paddle\u7684c":28,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":28,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":27,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":28,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":27,"paddle_\u7c7b\u578b\u540d":28,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":28,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":31,"patch\u53f7\u52a0\u4e00":31,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":25,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":25,"pfsserver\u63d0\u4f9brest":25,"public":[13,32,42,45,50,51,64],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":31,"return":[3,7,8,9,10,12,13,15,16,20,22,24,32,33,40,42,50,56,58,60,61,62,65],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"short":[9,10,32,33,62,63,64],"static":[15,22,28,32,50],"super":42,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":27,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":27,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"swig\u76f4\u63a5\u8bfb\u53d6c":27,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":27,"switch":[28,50,64],"tag\u4e3a":31,"throw":50,"true":[3,7,8,9,10,12,13,15,16,30,33,40,42,47,49,50,58,62,63,64,65],"try":[11,17,18,21,22,30,32,44,56],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":28,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":31,"void":[22,27,28,42],"while":[2,3,7,13,29,30,32,35,40,47,56,60,64,65],AGE:[50,51],AND:62,ARE:62,AWS:[20,43,52,53],Age:61,And:[3,8,9,11,13,15,24,30,32,37,40,49,50,51,55,58,62,64,65],But:[3,9,10,13,32],EOS:9,For:[2,3,8,9,11,13,15,16,21,22,23,24,29,30,33,34,35,40,41,42,44,45,46,47,49,55,57,58,60,64,65],Going:64,Has:3,IDs:[13,60],Ids:60,Into:50,Its:[3,40,50,62],Not:[16,18,45],ONE:3,One:[8,10,15,32,40,42,47,56,60,64,65],PFS:25,QoS:51,THE:3,TLS:[16,25,50],That:[9,13,30,35,47,49],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,18,21,23,24,26,28,30,32,33,34,35,36,37,40,41,42,44,45,47,49,50,51,55,56,57,58,60,61,62,63,64,65],Their:[3,9,18],Then:[5,9,34,35,40,41,42,44,50,51,55,57,62,63,64],There:[8,9,13,15,16,17,18,22,24,26,29,32,33,35,37,44,50,56,57,58,59,60,62,65],These:[8,45,49,57,63],USE:62,USING:62,Use:[3,8,13,16,26,30,35,42,44,47,48,50,62],Used:10,Useful:3,Using:[18,32,51,64],VPS:50,WITH:41,Will:[13,15],With:[3,9,10,33,56,63],YES:24,Yes:35,___fc_layer_0__:50,__file__:24,__init__:42,__main__:58,__meta__:62,__name__:58,__rnn_step__:40,_binari:17,_error:56,_librari:17,_link:10,_proj:9,_res2_1_branch1_bn:58,_source_language_embed:[40,55],_target_language_embed:[40,55],_test:17,aaaaa:20,aaaaaaaaaaaaa:50,abc:9,abl:[9,16,56,64],about:[5,9,10,17,24,26,32,33,44,46,47,50,54,63,64,65],abov:[3,5,8,9,16,17,18,21,33,35,41,44,50,51,56,58,60,63],abs:[10,56],absolut:[2,45],academ:61,acceler:[19,49],accept:[3,5,7,13,16,30,60,63],acceptor:63,access:[2,9,10,16,17,21,24,40,65],accessmod:50,accident:61,accomplish:35,accord:[2,3,8,9,22,45,46,47,49],accordingli:[5,8,9,42],accordingto:63,accrod:10,accumul:[18,22],accuraci:[8,42,60,61,64],achiev:[44,57],ack:47,acl:64,aclimdb:64,across:[9,13],act:[9,10,33,40,60],act_typ:60,action:[50,61],activ:[0,5,10,14,17,33,34,40,42,47,60,64],activi:10,actual:[3,33],adadelta:60,adagrad:60,adam:[16,22,60,64,65],adamax:60,adamoptim:[55,60,64,65],adapt:[8,11,15,33,64,65],add:[3,9,10,13,17,32,33,34,41,42,44,49,60,62],add_depend:17,add_execut:17,add_input:42,add_test:[17,42],add_to:9,add_unittest_without_exec:42,addbia:42,added:[3,8,41,42],adding:58,addit:[9,10,35,60],address:[18,22,35,44,47],addrow:42,addtion:45,addtolay:9,adject:64,adjust:33,admin:61,adopt:63,advanc:[40,44,47],advantag:64,adventur:61,adverb:64,adversari:30,advic:44,affect:9,afford:21,afi:3,aforement:[17,45],after:[9,13,17,21,22,26,29,34,37,40,41,42,45,47,49,50,51,56,57,58,60,62,63,64,65],again:[16,18,44],against:50,age:[13,62],agg_level:9,aggreg:50,ago:17,aid:44,aim:[64,65],aircraft:65,airplan:57,aistat:9,alex:[9,64],alexnet_pass1:49,alexnet_pass2:49,algorithm:[9,11,21,33,40,55,57,64,65],alia:[6,7,9],align:[9,10,13,65],all:[0,3,7,8,9,11,16,17,18,22,24,26,28,33,35,40,41,42,44,45,46,47,49,50,51,55,56,58,60,61,62,63,64,65],alloc:[7,22,24,42,49],allow:[16,22,35,41,42,44,47,50,60],allow_only_one_model_on_one_gpu:[46,47,49],almost:[33,45,55],along:64,alpha:17,alreadi:[17,18,32,35,44,45,47,50,51,64],alreali:[46,65],also:[2,3,9,10,13,16,17,23,29,30,32,34,35,40,42,44,45,51,56,57,58,60,63,64],although:33,alwai:[5,9,10,15,17,30,33,47,50,65],amaz:57,amazon:[50,51,60,64],amazonaw:50,amazonec2fullaccess:50,amazonelasticfilesystemfullaccess:50,amazonroute53domainsfullaccess:50,amazonroute53fullaccess:50,amazons3fullaccess:50,amazonvpcfullaccess:50,ambigu:[30,63],amd64:[34,50],american:57,among:[50,64],amount:[44,64],analysi:[33,44,59,63],analyz:[60,64],andd:50,ani:[2,3,9,10,13,16,17,18,22,24,30,44,50,60,62,65],anim:61,annot:63,annual:63,anoth:[3,9,15,16,24,32,35,47,50,63,64],ans:50,answer:[33,50,63],anyth:[13,30,41,50,63],api:[9,13,15,16,17,22,23,24,25,29,31,34,42,44,50,54,56,60,62,64],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:62,api_trainer_config_helpers_lay:40,api_trainer_config_helpers_layers_context_project:62,api_trainer_config_helpers_layers_cos_sim:62,api_trainer_config_helpers_layers_data_lay:62,api_trainer_config_helpers_layers_embedding_lay:62,api_trainer_config_helpers_layers_fc_lay:62,api_trainer_config_helpers_layers_pooling_lay:62,apiserv:50,apivers:[50,51],apo:65,appar:65,appear:63,append:[3,15,30,40,42,45],append_gradient_machin:15,appleclang:34,appleyard:44,appli:[0,9,32,40,42,57,60],applic:[35,44,50,51,64],appreci:[41,64],approach:[9,29],apt:[34,37,57],arbitrari:9,architectur:[55,63,64,65],architecur:64,archiv:[13,27,28],arg:[3,8,10,13,33,46,56,57,58,60,63,64],arg_nam:9,argu:63,argument:[3,5,9,13,21,29,40,42,47,48,55,56,57,58,62,63,64,65],argv:58,arn:50,around:[3,9,50],arrai:[5,7,9,13,15,22,30,33,58],art:[33,63],articl:[41,45,51],artifact:50,artifici:56,artist:61,arxiv:[9,10,56,64],as_row_vector:9,ask:18,aspect:64,assign:[8,9,21,47,50],associ:[29,63,64,65],assum:[8,9,40,49,55],assur:2,astyp:[30,56],asyc:18,async:[18,46],async_count:47,async_lagged_grad_discard_ratio:47,async_lagged_ratio_default:[46,47],async_lagged_ratio_min:[46,47],asynchron:[18,47],atla:34,atlas_root:34,attenion:10,attent:[9,10,35,65],attitud:64,attr1:9,attr2:9,attr:[7,9,10,40],attribut:[3,9,10,14,32,42,55,63],auc:46,aucvalidationlay:47,authent:50,author:[25,50,58],authorized_kei:45,auto:[27,32,42,44,59,62],autom:[50,65],automak:34,automat:[9,16,22,34,40,41,42,45,46,47,50,62,63,65],automaticli:9,automobil:57,avail:[18,22,34,50],availabel:34,averag:[8,9,12,21,47,58,60,62,63,64,65],average_test_period:[46,47,63],average_window:64,averagepool:9,avg:[44,60],avgcost:[60,62,64,65],avgpool:[9,60],avoid:[18,29,44],avx:[34,35,37,41],await:51,awar:[16,18,35,50],aws:25,aws_account_id:50,awsaccountid:50,awskeymanagementservicepowerus:50,b2t:55,b363:51,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:51,ba5f:50,back:[3,18,35],background:8,background_id:8,backward:[6,9,10,22,29,40,42,47,49],backward_first:40,backwardactiv:42,bag:[60,64],baidu:[0,33,37,51,55],baik:55,balanc:[47,50,56],balasubramanyan:64,bank:63,bardward:10,bare:51,barrier:47,barrierstatset:44,base:[8,9,12,13,16,21,33,37,40,42,44,45,47,50,55,56,60,62,64,65],baseactiv:10,baseev:15,basematrix:42,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[35,41,50,51],bashrc:34,basic:[3,9,15,35,41,42,60,61,64],batch:[3,9,10,11,13,15,16,18,20,42,45,47,50,51,56,57,58,60,62,63,64,65],batch_0:58,batch_id:15,batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,30],batch_siz:[3,13,33,45,55,56,57,60,62,64,65],batchsiz:[9,42],bazel:17,bbbbb:20,bbox:8,bcd:9,bcebo:13,beam:[9,40,47,63,65],beam_gen:[9,40],beam_search:[15,40],beam_siz:[9,40,46,47,49],beamsiz:65,becaus:[5,8,9,13,16,17,18,22,29,30,32,40,42,49,50,57,60,63],becom:[32,44],been:[3,17,21,34,57,60,63,64,65],befor:[5,9,10,18,26,29,30,35,41,45,50,57,64,65],begin:[5,8,9,22,26,42],beginiter:[15,16],beginn:40,beginpass:[15,16],begintrain:16,behavior:44,being:[18,30,56],belong:[9,32,65],below:[3,9,13,18,22,29,30,40,42,44,45,50,56,57,60,62],benefit:[10,24],bengio:9,bertolami:64,besid:[2,9,13,65],best:[9,17,34,35,47,60,62,64,65],best_model_path:63,besteffort:51,beta1:11,beta2:11,beta:58,better:[9,10,17,33,45,50,56,62],between:[8,9,11,17,18,22,28,29,32,33,50,56,60,61,64,65],bgr:58,bi_gru:10,bi_lstm:10,bia:[9,10,11,40,42,58],bias:[9,42],bias_attr:[9,10,33,40],bias_param_attr:10,biases_:42,biasparameter_:42,biassiz:42,bidi:51,bidirect:[9,10,40,63,65],bidirectional_lstm_net:64,big:44,bigger:18,biggest:64,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:44,bin:[34,35,45,50,51,62],binari:[3,8,9,13,17,24,44,50,55,60,64],bind:32,bird:57,bison:34,bit:60,bitext:65,bla:34,blank:[9,50],block:[9,19,22,33,42,44,47,58,64],block_i:9,block_x:9,blog:64,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:64,book:[13,40],bool:[3,7,8,9,10,12,13,42,47,49,60,64],boot:[9,40],boot_bia:9,boot_bias_active_typ:9,boot_lay:40,boot_with_const_id:9,bootstrap:34,bos_id:[9,40],both:[0,6,7,9,10,16,17,18,35,40,42,44,50,56,58,60],bottleneck:[44,58],bottom:64,boundri:8,bow:[60,64],box:44,branch:[9,16,17,31],breadth:[47,65],brendan:64,brew:34,brief:[17,22],briefli:44,broadcast:18,broken:41,brought:41,brows:35,browser:[35,50],bryan:64,bucket_nam:50,buf_siz:13,buffer:[3,13,30,32,47],buffer_s:13,buffered_read:30,bug:[41,50],bui:64,build:[0,9,13,17,24,33,35,38,47,50,52,53,55,57,58,60,62,64,65],build_dict:13,built:[0,17,34,35,56,63],bunch:[44,60],bunk:64,button:[41,50],c11:27,c703c041:41,c99:28,c99e:50,cach:[60,63],cache_pass_in_mem:[3,60,63],cachetyp:[3,60,63],calc_batch_s:[3,63],calcul:[3,8,9,10,11,18,22,40,42,44,47,49,56,62],call:[3,8,9,10,16,21,22,23,24,32,33,35,40,41,42,44,47,50,57,58,60,64,65],callabl:[3,7,9,13],callback:42,caller:50,caltech:57,can:[2,3,5,7,8,9,10,13,15,16,17,18,21,24,29,30,33,34,35,37,40,41,42,44,45,46,47,49,50,51,55,56,57,58,60,62,63,64,65],can_over_batch_s:[3,63],cancel:41,candid:9,cannot:[32,42],caoi:65,capabl:[34,64],capac:50,capi:27,capi_prvi:28,caption:[33,65],captur:[33,45],card:45,care:[10,24,30,46,47,61],carefulli:[45,47,58],cat:[35,57,58,64],categor:63,categori:[9,13,18,60,64],categorig:13,categoryfil:51,caus:[18,26],caution:[50,51],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:65,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10,64],center:3,ceph:[20,51],cephf:[20,24,25],certain:[2,32,46,63],certif:[16,25,50],cffi:27,cfg:51,cgo:27,chain:[13,42],challeng:[9,18],chanc:[16,42,60],chang:[9,13,17,21,24,29,30,32,33,35,40,41,42,44,47,50,60,64],channel:[9,44,45,58],channl:[45,58],charact:[60,62],character:33,characterist:[49,57],check:[3,13,17,33,34,35,41,47,49,50,61],check_align:13,check_eq:42,check_fail_continu:3,check_l:42,check_sparse_distribution_batch:[46,47],check_sparse_distribution_in_pserv:[46,47],check_sparse_distribution_ratio:[46,47],check_sparse_distribution_unbalance_degre:[46,47],checkgrad:47,checkgrad_ep:47,checkout:41,checksum:25,children:61,china:35,chines:59,chmod:[34,50],choic:[17,35,61],choos:[47,60,62],chosen:[2,61,65],chunk:[21,25,56,63],chunk_schem:8,chunktyp:8,cifar:[56,57],cifar_vgg_model:57,claim:50,claimnam:50,clang:[27,34,35,41],clarifi:8,class1:64,class2:64,class_dim:64,classfic:[58,64],classfiic:57,classic:[9,33],classif:[3,5,9,49,58,59,60,64,65],classifc:64,classifi:[56,57,58,60,64],classification_cost:[57,60],classification_error_evalu:[8,56,60,64,65],classification_evalu:8,claster:50,clean:[5,17,29,41,62],clear:[8,17,29,32],clearer:29,clearli:32,cleric:61,cli:50,click:[41,44,50],client:23,clip:[7,47,60,64],clock:9,clone:[9,34,35],close:[3,30,41],closer:33,cloud:[17,18,24,25,26],cls:60,cludform:50,cluster:[16,18,22,46,47,51,60,65],cluster_train:45,cm469:50,cmake3:34,cmake:[28,34,42,44],cmakelist:[17,42],cmatrix:[27,28],cmd:51,cna:9,cname:50,cnn:[9,51,58,60],code:[0,3,5,9,13,16,17,29,30,33,34,35,36,40,42,43,44,45,50,51,56,60,61],coeff:9,coeffici:9,collabor:18,collect:[9,13,15,33,61],collectbia:42,colleg:61,color:[57,58],colour:13,column:[8,9,30,42,55,65],column_evalu:8,colunm:65,com:[9,10,13,17,34,35,37,41,50,51,58],combin:[8,9,10,13,15,32,56,62,64],come:64,comedi:61,comma:[22,47,55],command:[2,5,17,24,26,33,34,35,37,41,42,43,44,45,50,51,52,53,55,56,57,58,62,63,64],commandlin:[44,64],commenc:60,comment:[9,17,41,60,64],commit:17,commnun:45,common:[20,40,42,46],common_util:45,commonli:[26,40,44,49],commun:[0,18,22,23,42,45,50],compani:64,compar:[17,42,56,60],comparison:17,compat:3,compet:64,competit:56,compil:[9,17,34,35,41,42],complaint:17,complet:[0,5,9,10,13,15,18,21,22,25,42,50,51,60],complex:[2,3,10,30,40,44,60],complic:9,compon:42,compos:[13,16,56,63],composenotalign:13,compress:21,comput:[9,10,16,18,32,33,34,35,40,42,44,49,50,60,62,63,64],computation:[9,40],conat:9,concat:[40,65],concaten:10,concept:[3,8,16,29,32,35,40],concern:16,concurr:18,concurrentremoteparameterupdat:47,condit:[9,21,40,45,51,65],conduct:44,conf:[5,9,45,55,56,58,65],conf_paddle_gradient_num:50,conf_paddle_n:50,conf_paddle_port:50,conf_paddle_ports_num:50,conf_paddle_ports_num_spars:50,confid:64,config:[3,7,9,10,20,26,33,42,45,46,47,50,51,55,56,57,58,60,64,65],config_:47,config_arg:[46,47,49,58,60,63,64],config_bas:[8,9,15],config_fil:63,config_gener:[45,62],config_lay:42,config_len:22,config_pars:[5,42],config_proto:22,configur:[1,2,3,5,9,22,24,33,39,42,44,47,55,57,58,64,65],confirm:26,conflict:[32,41],confront:65,congest:47,conll05st:63,conll:[13,63],connect:[2,10,24,33,42,50,51,56,57,58,60,62,64],connectionist:[9,64],connor:64,consequ:[9,10],consid:[8,9,11,34,35,44,49,57],consider:[3,10],consist:[8,9,13,21,30,57,58,60,63,65],consol:[44,50],constant:42,constraint:32,construct:[3,5,8,16,32,40],constructor:[32,42],consum:[18,64],contact:18,contain:[3,8,9,10,12,13,15,16,21,29,32,36,37,40,41,45,50,57,58,60,61,64,65],containerport:50,contemporan:64,content:[22,26,51,63,64],content_len:22,context:[9,10,13,32,40,55,60,62,63,64,65],context_attr:10,context_len:[9,10,60],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,60],contibut:41,contin:50,continu:[3,8,18,37,47],contrast:[9,65],contribut:[0,36,43,64],contributor:0,control:[7,35,41,47,50,51,65],conv:10,conv_act:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_layer_attr:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,45],convent:22,converg:[45,56,64],convert:[3,5,13,20,30,55,57,58,60,62],convlay:9,convolut:[9,10,13,56,58,62],convoper:9,convtran:9,convtranslay:9,cool:[3,41],coordin:[18,22],copi:[15,16,21,26,35,41,50,56,62],copy_shared_paramet:56,copytonumpymat:56,core:[3,7,28,29,47,65],coreo:50,corespond:63,corpora:65,corpu:[13,63],correct:[3,9,42,50],correctli:[8,13,42,56],correl:[33,57,64],correspoind:16,correspond:[3,5,16,17,33,41,42,57,61,63,64,65],corss_entropi:16,cos:9,cosin:[9,62],cost:[5,11,15,16,33,47,56,60,62,64,65],cost_id:9,could:[3,5,9,13,15,16,21,29,30,35,44,45,50,60,62],count:[8,18,24,30,44,47,49,51,55,62,63,64,65],counter:[18,21],coupl:33,cours:[8,24],coverag:34,coveral:34,coveralls_uploadpackag:34,cpickl:58,cpp:[27,28,29,41,42,44,60,62,65],cpu:[2,3,7,9,24,29,31,34,37,44,47,51,56,63,64,65],cpuinfo:35,cpusparsematrix:28,craftsman:61,crash:[18,44,45,47],crazi:45,creat:[5,7,9,13,15,16,18,22,25,26,29,33,34,35,42,45,47,55,56,57,65],create_bias_paramet:42,create_input_paramet:42,createargu:56,createfromconfigproto:[5,56],createorgetvari:32,createstack:50,createvari:32,creation:50,creationd:50,creator:[13,20],credenti:26,credit:56,crf:63,crime:61,critic:64,crlf:41,crop:58,crop_siz:58,cross:[9,60,63],cross_entropi:[9,16,56],cross_entropy_with_selfnorm:9,crt:25,csc:42,cslm:65,csr:42,csv:61,ctc:8,ctc_evalu:8,ctest:[35,41],ctrl:[45,62],ctx:63,ctx_0:63,ctx_0_slot:63,ctx_n1:63,ctx_n1_slot:63,ctx_n2:63,ctx_n2_slot:63,ctx_p1:63,ctx_p1_slot:63,ctx_p2:63,ctx_p2_slot:63,cub:57,cuda:[17,34,35,37,44,45,47],cuda_dir:[46,47],cudaconfigurecal:44,cudadevicegetattribut:44,cudaeventcr:44,cudaeventcreatewithflag:44,cudafre:44,cudagetdevic:44,cudagetdevicecount:44,cudagetdeviceproperti:44,cudagetlasterror:44,cudahostalloc:44,cudalaunch:44,cudamalloc:44,cudamemcpi:44,cudaprofilerstart:44,cudaprofilerstop:44,cudaruntimegetvers:44,cudasetdevic:44,cudasetupargu:44,cudastreamcr:44,cudastreamcreatewithflag:44,cudastreamsynchron:44,cudeviceget:44,cudevicegetattribut:44,cudevicegetcount:44,cudevicegetnam:44,cudevicetotalmem:44,cudnn:[9,12,17,34,37,47],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[46,47],cudnn_convt:9,cudnn_dir:[46,47],cudrivergetvers:44,cuinit:44,cumul:9,curl:[34,50],current:[3,9,17,18,22,29,32,33,35,40,41,42,45,47,50,60,64,65],current_word:40,currentcost:[60,62,64,65],currentev:[60,62,64,65],curv:[16,57,63],custom:[2,3,16,24,42,50,61,64],custom_batch_read:30,cutoff:13,cycl:18,cyclic:9,cython:27,d3e0:50,dai:65,daili:64,dalla:3,dan:63,danger:3,darwin:50,dat:[13,20,45,62],data:[1,2,3,5,8,10,11,15,16,20,21,25,29,32,34,35,40,42,44,45,46,47,49,52,58,61],data_batch_gen:56,data_dir:[55,57,64,65],data_feed:13,data_fil:33,data_initialz:60,data_lay:[3,33,56,57,60,63],data_nam:13,data_read:[13,30],data_reader_creator_random_imag:30,data_sourc:56,data_typ:[13,40],databas:[13,64],datacent:[20,26],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,33,45,62,63],dataprovider_bow:60,dataprovider_emb:60,dataproviderconvert:5,datasci:9,dataset:[1,3,20,24,30,33,40,47,55,57,58,60,63,64],date:63,db_lstm:63,dcgan:56,dcmake_install_prefix:34,dead:18,deal:56,deb:[36,37],debian:[35,36],debug:[3,26],decai:[11,57],decar:13,decent:21,decid:[16,30],declar:[9,62],decod:[9,10,40,63,65],decoder_boot:40,decoder_group_nam:40,decoder_input:40,decoder_mem:40,decoder_prev:10,decoder_s:40,decoder_st:[10,40],deconv:9,deconvolut:9,decor:[3,13,42],decreas:33,decrypt:50,deep:[0,9,33,35,38,44,56,57,58,60,63],deeper:[33,35,58],deer:57,def:[3,9,13,16,20,24,30,33,40,42,56,58,60,63],defalut:[9,47,49],default_devic:49,default_valu:49,defect:29,defferenct:3,defin:[2,3,9,10,13,15,16,17,18,30,32,33,40,42,45,47,55,56,57,63],define_py_data_sources2:[3,33,57,58,60],defini:65,definit:[3,13,18,21,33,35,55,60,64],degre:9,delai:47,delar:60,delet:[18,24,25],deletestack:50,delimit:[8,61,62],delv:9,demand:18,demo:[9,13,45,51,52,55,56,57,58,59,60,61,62,63,64,65],demograph:61,demolish:51,demonstr:[33,40,56,62],denot:[49,60,61,63],dens:[3,9,13,22,23,42,50,60,62],dense_arrai:13,dense_vector:[3,5,13,33],dense_vector_sequ:13,dep:17,depend:[17,18,24,33,35,37,45,49,57,61],deploi:[9,45,49],deploy:[45,50],deprec:9,deriv:[6,16],descent:[9,18],describ:[16,17,21,29,33,41,42,50,51,56,60,63],describestack:50,describestackev:50,describestackresourc:50,descript:[5,8,17,34,41,48,50,57,62],deseri:[15,29],design:[3,9,13,27,64],desir:[18,50,51,55],destin:[22,26],destruct:32,destructor:42,det_output:8,detail:[3,5,7,8,9,10,11,21,24,26,32,34,40,41,42,44,45,48,49,50,51,55,56,58,60,62,64,65],detect:41,detection_evalu:8,detection_output:8,determin:[3,9,13,42,56],dev:[34,35,41,57,65],devel:34,develop:[0,17,29,31,34,46,47,65],deverlop:47,deviat:7,devic:[7,29,47,65],deviceid:49,devid:[9,47],dez:64,diagnos:45,diagram:58,dict:[3,8,13,15,60,62,64,65],dict_dim:64,dict_fil:[8,60,63],dict_siz:13,dictionai:60,dictionari:[3,8,9,13,15,16,49,58,60,62,63,64,65],dictsiz:65,did:[3,29],diff:41,differ:[3,8,9,15,17,18,22,32,33,35,40,41,42,45,47,50,51,55,57,58,60,64,65],difficult:[8,33],dig:[35,44,50],digit:[3,9],dim:[9,13,42,55,58,60,64],dimens:[6,9,12,13,42,49,55,60,62,64],dimension:[3,33,40,42,56,60],dimenst:55,dimes:9,dir:[45,58,60,62,63,64,65],dirctori:35,direct:[9,10,35,58,63],directli:[2,3,10,17,23,24,29,33,35,45,51,64],directori:[2,9,17,20,25,26,34,35,41,44,45,47,51,57,58,60,62,63,64,65],diretcoti:58,dis_conf:56,dis_train:56,dis_training_machin:56,disabl:3,discard:[13,18,21,41,47],discount:9,discov:[18,63],discoveri:50,discrep:44,discrimin:56,discriminator_train:56,discuss:[16,21,22,23],disk:51,dispatch:[29,45,47],displai:[24,26],disput:65,dist_train:[16,24],distanc:8,distibut:55,distinguish:[17,45,56,65],distribut:[9,21,22,23,34,43,51,52,53,56,60,63],distribute_test:[46,47],distributedli:42,disucss:16,divid:[11,46,57,65],diy_beam_search_prob_so:[46,47],dmkl_root:34,dns:50,do_forward_backward:30,doc:[5,10,13,34,35,41,45],docker:[31,36,41,50,52,53],docker_build:16,docker_push:16,dockerfil:[35,41],dockerhub:35,doctor:61,document:[3,5,10,25,34,41,49,57,60,62,63,64],documentari:[3,61],doe:[3,5,10,18,21,22,24,29,30,33,37,42,44,60,62,63],doesn:[7,9,13,16,30,41,44,51,65],dog:[57,58],doing:44,domain:50,don:[10,16,17,30,33,50,64],done:[8,9,10,17,18,21,22,41,44,50,56,64],dopenblas_root:34,dot:[47,58,65],dot_period:[47,49,56,57,62,64,65],dotmuloper:9,dotmulproject:9,doubl:[3,34,47],down:[44,60],download:[13,17,18,25,35,37,56,57,60,63,64],download_cifar:57,downsampl:57,doxygen:[34,41],dozen:17,dpkg:37,drama:61,drive:32,drop:3,drop_rat:7,dropout:[7,42,60],dropout_r:9,drwxr:51,dst:22,dtoh:44,dtype:[5,33,58],dubai:65,due:[21,61],dummi:21,duplic:61,durat:[21,44],dure:[2,3,9,10,18,21,24,33,42,46,47,50,60,62,63,65],durn:3,dwith_c_api:28,dwith_doc:34,dwith_profil:44,dwith_python:28,dwith_swig_pi:28,dwith_tim:44,dyld_library_path:9,dynam:[2,3,22,28,30,34,44,47],dynamic_cast:42,each:[2,3,5,8,9,12,13,15,17,18,21,22,24,29,30,32,33,35,40,41,42,45,47,49,50,55,57,58,60,61,62,63,64,65],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,30,58],easi:[0,30,35,42,45,60],easier:[16,30,42],easili:[16,30,32,33],echo:[35,62,64],edit:[8,35,50],editor:35,edu:[13,50,51,57],educ:61,eeoi3ezpr86c:50,effect:[3,47,50],effici:[0,2,3,9,40,42],efg:9,efs:50,efs_dns_nam:50,efsvol:50,eight:63,either:[9,13,15,16,44,60,62],elb:50,elbapis:50,elec:60,electron:[51,60],elem_dim:9,element:[3,5,8,9,10,13,15,21,30,60,64,65],element_typ:22,elif:16,elimin:63,els:[9,16,24,32,35,42,58,60],emac:35,emailweixu:17,emb:[51,60],embed:[16,40,59,62,64],embedd:63,embedding_lay:60,embedding_nam:[9,40],embedding_s:[9,40],emphas:44,empir:9,emplace_back:42,emploi:[40,61],empti:[8,13,18,33],emul:65,enabl:[3,7,9,17,21,44,45,47,50],enable_grad_shar:[46,47],enable_parallel_vector:47,enc_proj:[10,40],enc_seq:10,enc_vec:40,encapsul:22,encod:[10,21,40,65],encoded_proj:[10,40],encoded_sequ:[10,40],encoded_vector:40,encoder_last:9,encoder_s:40,encrypt:50,encrypt_decrypt:50,end:[3,8,9,29,30,32,33,40,41,47,55,63,64,65],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[20,50],endtrain:16,engin:[0,24,44,61],english:[3,9,65],enjoi:35,enough:33,ensembl:10,ensur:[3,18,32,42],enter:[35,61],entir:[9,10,22,64],entiti:[8,32],entri:[13,21,24,42,50,61],entropi:[9,60,63],entry_point:24,enumer:[6,60],enumerate_data_types_of_data_lay:13,env:50,environ:[9,16,34,35,37,41,44,45,46,47,50,51,56,57,62],eol:41,eos_id:[9,40],epel:34,epoch:61,epsilon:11,equal:[9,10,18,47],equat:[8,9,10,11,35],equilibrium:56,equip:[34,40],equival:[9,16],error:[7,8,9,11,16,21,26,32,33,37,42,45,47,50,57,58,60,61,62,64,65],error_clipping_threshold:7,especi:[3,10,63],essenc:16,essenti:[9,16,34,63,65],estat:33,estim:[9,16],eta:51,etc:[8,13,30,32,35,45,46,49,50,64,65],etcd:[18,21,22],etcd_addr:22,eth0:[45,50],ethternet:45,eval:[8,60,62,64,65],eval_bleu:65,evalu:[2,9,14,15,44,45,60,64,65],evaluate_difficult:8,evaluate_pass:64,evalut:[33,65],even:[16,30,44,47,64],evenli:[22,50],event:51,event_handl:[15,16],everi:[2,3,8,9,10,13,16,18,21,22,32,40,41,42,47,60,63,64,65],everyth:[33,41],evid:29,exactli:[3,9,10,35,50,63],exampl:[2,3,8,9,10,11,13,15,24,26,29,30,33,34,35,40,41,42,44,45,46,47,49,50,51,57,58,59,60,64,65],exceed:9,except:[3,13,49,55,64],exchang:29,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[35,47],execut:[17,18,21,24,42,44,50,61,63,64],exist:[16,18,26,30,42,47,50,61,64],exit:[22,26,47,51],expand:[42,63,64,65],expand_a:9,expand_level:9,expandconvlay:9,expans:9,expect:[9,44,64],expens:65,experi:49,expert:17,expir:18,explain:[3,8,18,45,56,64],explan:[9,24,32,34,60,65],explanatori:[33,35],explicit:42,explicitli:[3,16],exploit:57,explor:9,exponenti:6,expos:[23,35,50],express:[16,50,64],extend:[0,8],extens:[61,62,65],extent:28,extern:[3,17,27,28],external_librari:17,extra:[7,9,10,33],extra_lay:15,extraattr:[7,49],extraattribut:9,extraattributenon:9,extract:[8,9,29,50,57,63,64],extract_fea_c:58,extract_fea_pi:58,extract_para:55,extralayerattribut:[7,10],extralayeroutput:10,extrem:[9,44],extremli:2,f120da72:51,f7e3:50,fa0wx:51,fabric:45,face:17,facotr:9,fact:58,factor:[7,9,11],factori:27,fail:[3,18,21,47,49,51,57],failur:[18,22],fake:56,fake_imag:30,falloc:25,fals:[3,7,8,9,10,11,13,30,33,40,42,47,49,51,55,60,62,63,64,65],false_label:30,false_read:30,famili:65,familiar:[3,33],fanscin:3,fantasi:61,fantast:60,far:0,farmer:61,fascinatingli:2,fast:[9,21,44],faster:[9,10,18,40,44,64],fault:21,favourit:35,fbd1f2bb71f4:51,fc1:[42,49],fc2:49,fc3:49,fc4:49,fc8a365:50,fc8a:50,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[33,42,49,60,62],fc_layer_nam:10,fc_mat:15,fc_param_attr:10,fclayer:42,fdata:63,fea:58,fea_output:58,feat:64,featur:[3,6,9,13,41,47,57,60,64,65],feature_map:62,feed:[10,13,15,16,33,64],feedback:0,feeder:13,feedforward:57,femal:61,fernan:64,festiv:3,fetch:[13,18,40,41,42],few:[3,17,18,30,35],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,44,50],figur:[16,17,40,42,44,55,56,57,58,63,64,65],file1:65,file2:65,file:[2,3,5,8,9,13,15,16,17,18,20,21,22,24,25,26,28,30,33,34,35,40,41,42,45,47,55,57,58,63,64,65],file_list:3,file_nam:[3,33,58,60,63],filenam:[3,20,62],fileoffset:25,filer:9,filesystem:[24,25,35,50],fill:[9,18,21,50,60],film:61,filter:[9,58],filter_s:[9,10],filter_size_i:9,finali:45,find:[9,11,18,32,35,44,57,64,65],fine:[7,21,62],fingerprint:50,finish:[3,18,21,24,35,45,50,51,57],finit:42,first:[3,9,13,16,18,21,24,26,33,35,37,40,41,42,44,47,49,50,55,56,57,58,60,62,63,64,65],first_seq:40,firstli:[8,9],firstn:13,firstseen:51,fit:[2,13,41],five:[44,60],fix:[3,7,27,41,65],flag:[13,47,56,57,63],flexiabl:30,flexibl:[0,2,9,10,16,22,40],flight:65,float32:[5,13,30,33,56,58],floor:9,flow:[31,41],fly:[33,60],fnt03:50,focu:[3,44],folder:[17,20,24,26,34,50,57,64,65],follow:[2,3,8,9,10,11,13,16,17,18,21,24,30,32,34,35,37,40,41,42,44,45,49,50,51,52,53,55,56,57,58,60,61,62,63,64,65],fool:56,forbid:16,force_load:27,forecast:64,forget:[11,16,64],fork:9,form:[2,3,9,10,11,44,63],format:[2,3,8,13,21,33,41,42,47,50,55,57,61,62,64],former:[16,17,65],formula:[9,10],formular:9,forward:[6,9,10,22,29,40,42,49,56,63,64],forwardactiv:42,forwardtest:5,found:[3,5,9,32,34,40,56,57,60,64],four:[3,8,37,55,58,60,62,63,64],frame:8,framework:[16,32,42,58,60,64],free:[13,65],french:65,frequenc:[13,44,55,60,64],frequent:[21,30,45,65],friend:32,frog:57,from:[0,3,5,8,9,10,13,15,17,18,20,21,22,26,29,30,32,33,35,40,41,42,44,45,47,49,50,51,55,56,57,58,60,61,62,63,64,65],from_no_sequ:9,from_sequ:9,from_tar:15,fromfil:[30,33,58],fulfil:44,full:[9,18,35,40,42],full_matrix_project:[10,40],fulli:[33,41,42,44,56,57,58,60,62,64],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:55,fullyconnectedlay:42,func:[13,21],fundament:33,further:9,futur:9,gain:9,game:56,gamma:58,gan:16,gan_train:56,gangliao:17,gap:47,gate:[9,10,64],gate_act:[9,10],gate_recurr:9,gather:[9,29,42],gauss:7,gaussian:56,gcc:[27,34,35],gdebi:37,gen:[9,65],gen_conf:[56,65],gen_data:65,gen_result:65,gen_train:56,gen_training_machin:56,gender:[13,61,62],gener:[2,3,5,8,9,10,13,15,16,17,18,20,21,22,30,33,34,35,41,44,45,47,49,50,55,58,59,60,62,64],generated_word_embed:9,generatedinput:[9,40],generator_conf:56,generator_machin:56,generator_train:56,genert:3,genr:[61,62],gereat:8,get:[3,8,9,10,13,15,17,21,22,24,25,32,33,34,37,40,42,44,45,50,54,57,58,60,62,63,64],get_batch_s:63,get_best_pass:64,get_config_arg:[49,60,64],get_data:[51,60,63],get_dict:13,get_embed:13,get_imdb:64,get_input_lay:42,get_mnist_data:56,get_model:58,get_movie_title_dict:13,get_nois:56,get_output_layer_attr:10,get_shap:15,get_training_loss:56,get_word_dict:13,getbatchs:42,getenv:[16,24],getinput:42,getinputgrad:42,getinputvalu:42,getoutputgrad:42,getoutputvalu:42,getparameterptr:42,getsiz:42,getslotvalu:56,gettask:21,gettempl:50,gettranspos:42,getvari:32,getw:42,getweight:42,getwgrad:42,gfortran:34,gildea:63,gist:10,git:[31,34,35,41],github:[10,17,34,35,37,58],give:[3,18,33,35,42,44,50,60],given:[3,13,15,22,30,42,47,56,60,63,64,65],glide:17,global:[3,7,16,17,18,29,32,44,47,50,64],global_learning_r:7,globalstat:44,globalstatinfo:44,globe:3,go1:34,go_librari:17,go_test:17,goal:[44,63],gob:21,godep:17,godoc:27,goe:[9,10,18,32,33],going:[60,64],golang:[17,34],good:[9,30,44,64,65],goodfellow13:9,googl:16,googleapi:[34,50],gopath:34,goroot:34,got:32,gpg2:50,gpg:50,gpu:[2,3,7,9,12,24,29,31,34,37,41,43,45,56,57,58,62,63,64,65],gpu_id:[47,49,56],gpugpu_id:46,grab:[18,64],grad:[22,47,61],grad_share_block_num:[46,47],gradient:[7,8,9,11,15,18,21,29,47,60,64],gradient_clipping_threshold:[7,60,64],gradient_evalu:8,gradient_machin:[15,28],gradientmachin:[5,15,28,29,56,62,65],gradual:[33,44],grai:57,gram:[55,64],grant:50,graph:[9,15,17,18,55],graphviz:58,grave:64,grayscal:3,greater:9,grep:[35,64],groudtruth:40,ground:[8,9,60,65],group:[10,21,64],group_input1:40,group_input2:40,group_input:40,grouplen:[13,61],gru:[9,40,60,65],gru_bias_attr:10,gru_decod:40,gru_decoder_with_attent:40,gru_encoder_decod:[55,65],gru_layer_attr:10,gru_memori:10,gru_siz:60,gru_step:40,gru_step_lay:10,grumemori:[10,40],gserver:[9,42],gsizex:44,guarante:42,guess:[33,64],gui:44,guid:[25,36,40,41,42,44,50,51,55,57,64,65],guidenc:33,gur_group:10,gzip:[21,51],hack:[36,45],hadoop:16,half:50,hand:[61,62,64],handi:17,handl:[13,16,24,29,30,32,45,62,64],handler:15,handwrit:[3,64],happen:21,hard:[50,60],hardwar:[35,44],has:[3,5,8,9,10,11,13,16,17,18,21,22,35,40,42,44,50,51,55,57,60,61,62,63,64,65],has_kei:15,have:[2,3,5,9,10,13,16,17,18,21,22,24,29,30,32,33,34,35,40,41,42,44,45,47,49,50,55,57,60,61,62,64,65],hdf:[2,20],head:[41,55,64],header:[22,28,33,42,55,58],health:61,heavi:45,height:[9,13,27,30,42,57],held:18,hello:16,help:[3,5,26,41,45],helper:[9,10,42],henc:32,here:[3,5,7,8,9,10,13,16,17,18,23,26,30,33,34,40,45,46,49,50,51,55,57,58,59,60,61,62,63,64,65],heurist:[9,47,65],hidden:[9,10,40,50,60,64],hidden_s:10,hierarch:[9,40],high:[7,42,56],higher:2,highest:[13,65],highli:[2,3,13,40,49,62,64],him:16,hint:33,histor:64,hl_get_sync_flag:42,hold:[16,18,21,23,32,50],home:[20,26,34,45,50,51],homemak:61,honor:21,hook:[3,7,63],hookattr:7,hookattribut:7,hope:0,horizont:[9,58],horror:61,hors:57,horst:64,host:[17,24,34,35,45,50,51],hostnam:[45,50],hostpath:51,hostport:50,hot:62,hour:65,hous:[3,13,33,55],how:[2,3,7,9,16,18,21,26,29,33,40,45,47,50,51,54,57,58,60,62],howev:[3,9,10,29,30,33,40,46,47,50,64,65],hpp:27,html:[13,35,57],htod:44,http:[9,10,13,17,24,34,35,37,41,50,51,56,57,58,65],huber:9,huge:[9,41],huina:64,human:[9,65],hyper:[9,42],hyperplan:13,i0601:62,i0706:65,i0719:65,i1117:44,iamfullaccess:50,iamusersshkei:50,ib0:45,ics:13,icwsm:64,id_input:8,idea:[9,17,30],ident:[33,35,50,61],identifi:42,identityoffsetproject:9,identityproject:9,ids:[8,9,42,60,62],idx:[21,42],ieee:64,ies:26,ignor:[3,9,47,55],ijcnlp:64,illustr:[3,8,18,22,40,42,44,60],ilsvrc:58,imag:[3,12,13,16,30,33,36,41,49,50,52,53,56,58,59,65],image_a:30,image_b:30,image_classif:57,image_fil:30,image_lay:30,image_list_provid:58,image_nam:16,image_path:30,image_provid:57,image_reader_cr:30,image_s:58,imagenet:[9,20,59],imagepullpolici:50,imageri:9,images_reader_cr:30,imdb:61,imdber:64,img:[3,9,57],img_conv_lay:10,img_featur:3,img_pool_lay:10,img_siz:57,imgsiz:44,imgsizei:44,imgsizex:44,immedi:50,immutable_paramet:16,implement:[3,9,10,11,13,21,22,23,24,27,28,29,32,40,60,63],impli:17,improv:[0,9,44,50,64,65],inbound:50,includ:[2,3,8,9,10,13,16,17,22,24,27,28,34,35,40,41,42,44,47,50,51,55,60,61,63,65],inconsist:61,incorpor:9,incorrect:9,increas:[18,21,47,65],increment:47,incupd:42,inde:[13,30,35],independ:[9,22,32,60],index:[3,8,9,12,13,15,18,21,45,50,62],indexslot:[9,63],indic:[3,8,9,22,33,45,50,63],individu:[18,33,50],industri:18,ineffici:29,infer:[1,16,18,27,34],infiniband:45,info:[8,9,13,42,45],inform:[5,9,13,24,26,32,42,44,47,50,61,62,63,64,65],infrastructur:[50,56],ingor:47,ininst:16,init:[7,9,15,42,49,50,56,60,63],init_from_tar:15,init_hook:[60,63],init_model_path:[46,47,49,55,60,63],initi:[3,5,7,9,10,13,15,17,21,40,42,47,55,56,60,63],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,56],inlcud:10,inlin:50,inner:42,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,29,30,32,33,40,42,49,55,56,57,58,60,62,63,64,65],input_data:42,input_data_target:42,input_featur:6,input_fil:[33,63],input_hassub_sequence_data:42,input_id:9,input_imag:[10,57],input_index:42,input_label:42,input_lay:42,input_nam:16,input_sequence_data:42,input_sequence_label:42,input_sparse_float_value_data:42,input_sparse_non_value_data:42,input_t:42,input_typ:[33,60],inputdef:42,inputlayers_:42,inputtyp:[3,13],insert:41,insid:[8,9,18,29,30,35,50],inspect:41,inspir:55,instal:[9,24,35,38,41,45,51,57,58,62,63,64],instanc:[9,18,20,23,40,42,44,47,63],instance_ip:50,instanti:18,instead:[9,10,12,17,24,30,35,45,60,65],instruct:[35,37,44,60],int32:47,int64:25,integ:[3,8,9,13,21,24,27,42,60,64],integer_valu:[3,13,60],integer_value_sequ:[3,13,40,60,63],integr:[8,34,63],intend:0,inter:[9,45],interact:[35,50],intercept:9,interest:[44,64],interfac:[1,5,7,9,10,15,21,24,26,29,45,50,57,62,64],interg:60,intergr:9,intermedi:[26,63],intern:[9,10,13,15,50],internet:[17,18,64],interpret:[3,8,34,44],interv:64,intrins:34,introduc:[3,9,18,32,51,62,64],introduct:[4,56],invalid:[30,32],invari:57,invoc:17,invok:[3,9,15,29,44,50],involv:56,iob:8,ioe:8,ips:50,ipt:[9,40],ipython:16,is_discriminator_train:56,is_gener:[9,55,56,65],is_generator_train:56,is_kei:62,is_loc:15,is_predict:[60,64],is_seq:[9,40],is_sequ:62,is_stat:7,is_test:[58,63,64],is_train:3,isn:44,isol:35,isspars:42,issu:[17,34,35,44],item:[9,13,15,30],iter:[9,10,11,13,15,16,18,30,57,63,64],its:[3,9,10,16,18,21,29,32,41,42,44,47,50,55,56,57,60,64,65],itself:[10,18,32],java:27,jeremi:44,jie:[63,64],jmlr:9,job:[5,13,46,47,49,58,60,62,63,64,65],job_dispatch_packag:45,job_id:13,job_mod:55,job_nam:[24,50],job_namespac:50,job_path:50,job_workspac:45,jobpath:50,jobport0:50,jobport1:50,jobport2:50,jobport3:50,jobserv:24,johan:64,join:18,joint:[55,65],jointli:[10,65],journal:[63,64],journei:35,jpeg:57,jpg:58,json:[45,50,51,62],jth:10,judg:65,jupyt:[24,35],just:[3,6,8,9,10,13,17,21,22,29,32,33,41,45,49,50,55,57,62,63,64],jx4xr:50,jypyt:16,k8s_data:50,k8s_job:16,k8s_token:16,k8s_train:50,k8s_user:16,kafka:20,kaim:9,kaimingh:58,kebilinearinterpbw:44,kebilinearinterpfw:44,keep:[3,9,13,18,32],kei:[3,13,15,18,20,21,25,41,44,45,62,64],kernel:[9,44,60],key1:47,key2:47,key_pair_nam:50,keyid:50,keymetadata:50,keypair:50,keyserv:50,keystat:50,keyusag:50,keyword:3,kill:[18,50],kind:[2,3,16,18,23,33,50,51,56,60,62],kingsburi:63,kms:50,know:[3,10,16,21,33,41,42,44,50,62],knowledg:64,known:[56,64,65],kriz:[13,57],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:50,kubectl:51,kuberent:[18,50],kubernet:[16,18,43,45,52,53],kubernetes_service_host:16,kwarg:[3,10,11,13,60,63],l1_rate:7,l2_rate:7,l2regular:[57,60,64],label:[3,5,8,9,11,13,15,30,33,51,56,57,58,59,60,64],label_dict:63,label_dim:[9,60],label_fil:[30,63],label_lay:30,label_list:63,label_path:30,label_slot:63,labeledbow:64,labl:64,lag:47,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,32,49,55,63,64,65],larg:[12,13,41,63,64,65],larger:[3,7,8,9,45],last:[8,9,10,33,40,45,47,60,64,65],last_time_step_output:9,lastseen:51,late:64,latenc:[9,45,50],later:[17,34,50,60],latest:[9,17,18,35,41,51,64],latter:65,launch:[47,50,64],launcher:16,lawyer:61,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,30,33,40,43,46,47,55,56,57,58,60,62,63,64],layer_0:42,layer_attr:[9,40,49],layer_num:[49,58],layer_s:9,layer_typ:9,layerbas:42,layerconfig:42,layergradutil:42,layermap:42,layeroutout:9,layeroutput:10,lbl:[8,57],ld_library_path:[9,34,37,45],lead:44,learn:[0,7,8,9,10,11,13,16,22,30,33,35,38,40,42,44,57,58,60,63,64,65],learning_method:[33,55,57,60,64,65],learning_r:[7,22,33,55,57,60,64,65],leas:18,least:[8,9,18,34,61],leav:[3,50],lecun:13,left:[9,33,58],leman:65,len:[3,9,22,25,42,60,62,63],length:[9,10,13,22,40,47,51,64,65],less:[9,16,45,65],less_than:16,let02:51,let:[5,8,9,16,33,50,62],level:[7,9,45,47,56,62,64,65],lgtest:17,lgtest_main:17,lib64:[34,45,47],lib:[9,28],libapi:17,libari:28,libcudnn:34,libjpeg:57,libpaddl:[27,28],libpaddle_capi:28,libpaddle_gserv:28,libpaddle_math:28,libpython:34,librari:[9,17,23,28,34,35,45,47,62],libwarpctc:9,licens:63,life:18,lifetim:32,like:[3,8,9,13,17,18,24,30,32,33,34,40,44,45,46,49,50,55,58,60,62,64,65],limit:[9,13,44,47],line:[2,3,5,8,13,17,24,26,33,41,43,44,45,49,50,55,57,58,62,63,64,65],linear:9,linearactiv:33,linguist:63,link:[9,10,17,25,26,32,34,50,60,64],linux:[9,25,34,35,37,50,65],lipeng:55,lipton:64,list:[2,3,8,9,13,15,16,17,21,24,26,29,32,33,35,40,42,45,47,49,50,57,58,60,62,63,64,65],listen:47,literatur:64,littl:[2,3,22,47,60,64],lium:65,live:[18,35],liwicki:64,load:[2,3,5,9,16,18,33,47,50,58,63,64,65],load_featur:58,load_feature_c:58,load_feature_pi:58,load_missing_parameter_strategi:[46,47,49,55,63],load_uniform_data:56,loadparamet:5,loadsave_parameters_in_pserv:[46,47],loc:8,local:[7,18,23,34,35,45,46,47,51,57,64],localhost:35,localpath:26,locat:[17,40,42,60,63],lock:[17,18,21,22],log:[3,21,26,42,45,47,50,51,57,62,63,64,65],log_barrier_abstract:47,log_barrier_lowest_nod:[46,47],log_barrier_show_log:[46,47],log_clip:[46,47],log_error_clip:[46,47],log_period:[47,49,51,56,57,60,62,63,64,65],log_period_serv:[46,47],logarithm:6,logger:3,logic:[3,29,32,45],login:35,longer:65,look:[3,8,24,33,45,46,50,51,56,60],lookahead:9,lookup:60,loop:[30,32],loss:[9,42,56,60,64,65],lot:46,low:9,lower:45,lowest:47,lpaddle_capi_shar:28,lpaddle_capi_whol:28,lstm:[9,40,51,60],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_layer_attr:10,lstm_size:60,lstm_step:10,lstmemori:[10,40],lstmemory_group:9,ltr:9,lucki:33,mac:[9,28,34,35],machan:10,machin:[9,10,13,15,33,42,46,47,49,50,51,60,62,64,65],machine_transl:40,made:[3,18,22,33,40,61],mai:[3,9,30,32,35,44,50,61],main:[3,5,41,50,57,63,64],mainli:[23,47],maintain:[9,21,50],majel:17,major:[35,56,58,64,65],make:[3,8,9,16,17,18,21,22,29,30,34,35,41,42,44,45,50,57,60,62,64],male:61,malloc:42,man:25,manag:[18,22,23,26,32,41,45],manageri:61,mandarin:9,mani:[0,9,10,17,21,29,32,33,35,47,60,61,62,64],mannal:45,manner:9,manufactur:65,mao:64,map:[3,8,9,13,15,16,21,32,47,57,58,62],map_read:13,mapper:13,mapreduc:16,marcu:64,mark:[3,32,40,63],mark_slot:63,market:[33,61,64],martha:63,mask:[7,9],master:[16,31,41,47,64],mastermind:17,mat:[27,28],mat_param_attr:10,match:[17,44],math:[10,27,42,44],matirx:9,matplotlib:57,matric:[5,40,42],matrix:[8,9,10,13,15,27,28,42,46,49,58,63],matrixptr:42,matrixtyp:28,matter:3,max:[3,7,9,13,44,47,49,57,60,62],max_id:[9,15,60],max_job_id:13,max_length:[9,40],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:[8,60],maxid_evalu:8,maxid_lay:60,maxim:[9,65],maximum:[8,13,22,40,44,47,60,63,64],maxinum:12,maxpool:9,mayb:[9,10,57],md5:[13,19],mean:[3,7,8,9,10,11,12,13,15,17,30,32,33,40,44,45,47,49,50,55,56,57,58,60,62,63,64,65],mean_img_s:57,mean_meta:58,mean_meta_224:58,mean_valu:58,measur:[33,44],mechan:[9,10,23,40,50,64],media:64,meet:63,mem:[9,24],member:[13,16,29,32],memcpi:[29,44],memor:64,memori:[2,3,10,21,24,40,42,44,47,49,51,60,63,64,65],memory_boot:10,memory_nam:9,memory_threshold_on_load_data:47,mention:[17,21],mere:10,merg:[22,29,41,47,55,65],mergedict:[55,65],messag:[33,41,47,51,62,64,65],meta:[45,57,58,60],meta_config:[45,62],meta_gener:[45,62],meta_path:57,metadata:[25,50,51],metaplotlib:16,method:[3,9,11,15,32,35,42,44,47,49,60,64,65],might:[9,17,35,42,50],mileag:44,million:[13,49,61],min:[7,44,49,50,62],min_pool_s:3,min_word_freq:13,mind:45,mini:[3,9,13,15,18],mini_batch:30,minibatch:9,minibatch_data:13,minim:[3,11,33,47],minimum:9,minimun:47,minst:3,minut:[18,50,65],mirror:[17,35],mislead:22,miss:[47,55,63],mit:50,mix:[10,40,63],mixed_bias_attr:10,mixed_lay:[10,63],mixed_layer_attr:10,mixedlayertyp:9,mkdir:[26,34,35,50],mkl:34,mkl_path:34,mkl_root:34,ml_data:[45,62],mnist:[3,5,20,30],mnist_provid:3,mnist_random_image_batch_read:30,mnist_train:[3,30],mnist_train_batch_read:30,mod:63,modal:63,mode:[9,41,47,56,57,58,62,64,65],model:[1,2,5,9,10,13,15,18,19,41,42,43,47,50,62,63,64],model_config:[5,56],model_list:[47,49,63,64],model_output:64,model_path:49,model_zoo:[55,58],modifi:[5,40,41,42,45,50],modul:[2,3,5,10,13,15,33,34,57,58,60,63],modulo:9,momentum:[7,32,33,60],momentumoptim:[33,57],mon:51,monitor:[60,64],mono:9,month:[17,60,65],mood:64,more:[2,3,5,8,9,10,13,16,17,18,21,24,26,30,33,35,40,41,42,44,45,49,51,57,60,63,64,65],morin:9,mose:[64,65],moses_bleu:65,mosesdecod:64,most:[3,5,9,13,16,17,30,33,40,42,44,46,62,63,64,65],mostli:[57,61],mount:[24,35,50,51],mountpath:[50,51],move:[9,18,21,26,44,50,62,64],movement:[44,64],movi:[3,13,64],movie_categori:13,movie_id:62,movie_info:13,movie_review:13,movieid:61,movieinfo:13,movielen:59,moving_average_fract:9,mpi:45,mse_cost:33,much:[9,18,30,44],mul:42,mulit:45,multi:[9,29,42,46,47,58,65],multi_binary_label_cross_entropi:9,multi_crop:58,multigradientmachin:29,multinomi:9,multipl:[8,9,10,13,15,16,21,22,35,40,42,47,49,50,56,60,62,64],multipli:[8,9,42,57],multiprocess:13,multithread:3,music:61,must:[3,6,8,9,10,13,22,30,34,35,40,41,42,45,47,49,50,65],my_cluster_nam:50,my_external_dns_nam:50,mypaddl:51,mysteri:61,name:[3,7,8,9,10,12,13,15,16,18,20,22,24,28,33,35,40,41,42,44,45,47,49,51,52,53,55,56,57,58,60,62,64,65],name_prefix:20,namespac:[27,35,42,51],nativ:9,natur:[21,49,63,64],nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,nearest:60,necessari:[3,9,22,29,34,42,45,60,64],necessarili:42,need:[3,8,9,10,13,16,17,21,22,24,26,29,32,33,34,35,37,40,41,42,45,46,47,49,50,51,56,57,58,60,62,63,64,65],neg:[3,8,9,60,63,64],neg_distribut:9,negat:63,neighbor:60,ner:8,nest:[3,9,13],net:[9,10,32],net_conf:64,net_diagram:58,network:[2,3,5,7,8,9,11,13,14,15,16,18,30,32,33,35,42,44,45,47,55,64,65],network_config:49,networkadministr:50,neural:[3,5,9,10,11,13,15,16,18,32,33,44,47,55,56,58,64,65],neuralnetwork:29,neuron:[5,42,60,64],never:[13,30,32,50,51],newest:22,newtork:64,next:[9,13,18,23,40,41,42,44,47,50,51,63,64,65],nfs4:50,nfs:50,nfsver:50,nginx:35,ngram:13,nic:[45,46,47],nil:21,nine:[13,63],nlp:[3,9],nltk:13,nmt:65,nnz:42,no_cach:3,no_sequ:[3,9,62],noah:64,noavx:[35,37],node:[9,17,42,45,47,50,51,64,65],node_0:50,node_1:50,node_2:50,nodefil:45,noir:61,nois:[9,18,56],noise_dim:56,non:[9,18,42,47,50],none:[2,3,5,7,8,9,10,11,12,13,15,16,33,40,58,60],nonlinear:42,norm:56,norm_by_tim:9,normal:[3,5,9,10,13,37,40,42,45,47,51,55,56,58],normzal:58,north:57,notat:9,note:[3,5,7,9,10,12,15,16,21,24,30,34,44,47,49,50,55,57,62,64],notebook:[24,35],noth:[6,15,32,41,47],notic:[40,42],novel:64,now:[0,3,9,13,17,18,32,33,35,41,47,50,56,62,63],np_arrai:13,nproc:34,ntst1213:65,ntst14:65,nullptr:[32,42],num:[9,45,47,60,63,64,65],num_channel:[9,10,57],num_chunk_typ:8,num_class:[9,10,57],num_filt:[9,10],num_gradient_serv:[46,47],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,33,46,47,49,51,60,62,63,64,65],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[3,8,9,13,18,20,30,33,41,42,45,47,50,55,57,58,60,63,64,65],numchunktyp:8,numdevices_:49,numlogicaldevices_:49,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,30,33,34,56,58],numsampl:44,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,35],nvidia:[34,35,44,47],obei:8,obj:[3,33,57,58,60,62],object:[3,5,7,9,10,11,13,15,16,27,32,44,56,57,58,60,63],observ:[11,33,42,44,65],obtain:[60,63,64],obvious:17,occup:[61,62],occur:[13,15],oct:51,odd:9,off:[28,35,41],offer:[5,63],offici:[9,17,35,50,57],offlin:[18,20],offset:[9,62],often:[45,60,65],ograd:42,old:[22,35,47],omit:60,on_init:3,on_travisexclud:34,onc:[3,9,18,21,35,42,50,60],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,29,30,32,33,35,41,42,45,47,49,50,51,55,56,57,58,60,62,63,64,65],one_host_dens:62,one_hot_dens:62,onli:[2,3,5,8,9,10,12,13,15,16,17,21,22,23,24,26,29,33,34,40,41,42,44,46,47,49,50,51,55,58,60,61,64,65],onlin:[9,11,18,20,30],onto:50,open:[0,3,9,16,20,30,33,35,50,58,60,63],openbla:34,openblas_path:34,openblas_root:34,oper:[9,10,11,13,32,35,40,42,44,47,50,55,57,62],opinion:64,ops:17,ops_test:17,opt:[16,34],optim:[3,7,14,15,29,33,42,44,64],option:[3,8,9,16,17,33,41,42,45,49],order:[3,9,10,13,15,30,42,47,50,51,56,58,60,64,65],ordinari:64,oregon:50,org:[8,9,10,13,20,25,34,35,56],organ:[8,9,57,64,65],origin:[0,2,3,9,13,32,56,63,65],other:[3,8,9,10,13,18,22,26,32,34,35,37,40,41,49,50,51,55,56,57,58,60,61,63,64,65],otherchunktyp:8,otherwis:[2,9,13,16,18,22,30,40,41,45,49,62,65],our:[16,17,32,35,40,41,42,50,51,55,57,60,63,64,65],out:[9,15,16,17,21,33,40,44,47,50,51,57,64],out_dir:50,out_left:9,out_mem:40,out_right:9,out_size_i:9,out_size_x:9,outlin:48,outout_lay:15,outout_layer1:15,outout_layer2:15,outperform:63,output:[5,6,7,8,9,10,12,13,15,16,20,26,30,32,33,40,42,44,47,49,51,55,56,57,58,60,62,63,64,65],output_:[9,42],output_dir:58,output_fil:63,output_id:9,output_lay:[15,58],output_max_index:12,output_mem:[9,40],output_path:20,outputh:9,outputw:9,outsid:[3,9,10,32],outter_kwarg:3,outv:42,over:[2,9,10,16,41,42,44,60,63,64],overcom:64,overhead:44,overlap:[8,42],overlap_threshold:8,overrid:[18,26,42],overview:[21,22,23],overwrit:26,owe:0,own:[22,35,45,50],pacakg:37,pack:35,packag:[3,13,21,24,35,36,41,50],pad:60,pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,18,20,24,26,27,28,29,33,34,35,36,37,40,41,42,43,44,45,47,49,50,56,57,60,62,63,64,65],paddle_begin_init_param:22,paddle_element_typ:22,paddle_element_type_float32:22,paddle_element_type_float64:22,paddle_element_type_int32:22,paddle_element_type_int64:22,paddle_element_type_uint32:22,paddle_element_type_uint64:22,paddle_error:[27,28],paddle_exampl:24,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:24,paddle_matrix:[27,28],paddle_matrix_cr:28,paddle_matrix_get_shap:27,paddle_matrix_shap:27,paddle_n:45,paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:24,paddle_output:51,paddle_paramet:22,paddle_port:45,paddle_ports_num:45,paddle_ports_num_for_spars:45,paddle_pserver2:45,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:55,paddle_save_model:22,paddle_send_grad:22,paddle_source_root:55,paddle_train:[28,31,45],paddledev:[50,51],paddlepaddl:[0,2,3,5,9,10,13,17,18,20,22,23,24,25,26,30,32,33,34,37,40,41,42,43,44,45,52,53,58,60,62,63,64],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[41,50,62],pai:35,pair:[8,63],pakcag:17,palceholder_just_ignore_the_embed:55,palmer:63,paper:[9,55,56,58,63,64,65],paraconvert:55,paragraph:64,parallel:[44,47,49,50,51,65],parallel_nn:[7,46,47],param:[7,9,13,22,29],param_attr:[9,10,33,40],param_config_proto:22,paramattr:[7,9,33,40],paramet:[2,3,5,8,10,11,12,13,14,17,19,26,30,32,33,42,43,49,56,57,60,62,63,64,65],parameter_attribut:9,parameter_block_s:[46,47],parameter_block_size_for_spars:[46,47],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:42,parameters_:42,parameterset:16,parameterupdat:29,parametris:11,paramt:[50,55],paramutil:62,paraphras:65,paraphrase_data:55,paraphrase_model:55,paraspars:42,parent:42,parent_:32,pars:[5,13,17,49,50,56,62,63],parse_config:[5,56],parser:62,part:[3,8,33,40,41,42,44,56,60,62,63,64,65],parti:[44,62],partial:[9,15,56],partial_sum:9,participl:55,particular:44,partit:[18,20,50],pass:[3,9,13,15,18,29,30,32,33,41,42,44,45,47,50,51,56,57,60,62,63,64,65],pass_id:15,pass_idx:30,pass_test:56,passtyp:42,password:45,past:[16,35,50],patch:25,path:[2,3,8,9,13,15,18,21,22,24,30,33,34,45,47,49,50,51,55,57,58,60,63,64,65],pattern:[13,18,27,33,50,64],paul:63,paus:18,pave:65,pdf:[9,10],pem:[16,20,50],pend:[18,21],penn:63,per:[8,9,13,18,22,30,47,57,60],perfom:[47,49],perform:[2,9,10,22,29,33,40,42,43,45,46,56,57,60,64,65],period:[2,18,47,60,62,63,64,65],perl:[64,65],permiss:50,peroid:9,persist:50,persistentvolum:50,persistentvolumeclaim:50,person:[8,16],perspect:44,perturb:42,pfs:[20,26],pfsclient:20,pfspath:26,pgp:50,phase:33,photo:57,pick:[3,50],pickl:62,pictur:60,piec:[9,10,33],pillow:[24,57],pip:[34,41,45,57,62],pipe:61,pipelin:63,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,18,42,44,45,58,65],placehold:[33,55],plai:[63,64],plain:[2,8,9,15,24,28],plan:[18,42],platform:[0,33,50],pleas:[3,5,7,9,10,11,16,18,21,22,23,30,34,35,36,40,41,42,50,55,57,60,62,63],plot:[16,57],plotcurv:57,plu:9,png:[57,58],pnpairvalidationlay:47,pnpairvalidationpredict_fil:46,pod:[20,24,50,51],pod_nam:50,point:[18,24,33,44],pointer:[22,32],polar:[13,64],polici:50,polit:64,poll:64,poo:57,pool3:42,pool:[3,10,14,57,60,62],pool_attr:10,pool_bias_attr:10,pool_layer_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[10,60],pooling_typ:[9,60],poolingtyp:12,popul:22,popular:[17,33,58],port:[17,35,45,46,47,50,51],port_num:46,ports_num:47,ports_num_for_spars:[46,47,49],pos:[62,64],pose:18,posit:[3,8,9,13,60,63,64,65],positive_label:8,possibl:[16,21,44,56],post1:34,post:[24,25],potenti:44,power:[60,65],practic:[9,33,40,42],pre:[3,9,10,13,16,22,35,50,51,55,57,63,64,65],pre_dictandmodel:55,precis:[8,34],precision_evalu:8,pred:[60,63],predefin:64,predetermin:[9,47,65],predic:[13,63],predicate_dict:63,predicate_dict_fil:63,predicate_slot:63,predict:[3,4,8,9,11,15,33,40,45,47,55,60,65],predict_fil:47,predict_output_dir:[46,47,60],predict_sampl:5,predicted_label_id:60,prediction1:15,prediction2:15,predictor:62,predin:57,prefer:64,prefetch:42,prefix:[8,18,20,50],pregrad:42,preinstal:34,premodel:55,prepar:[5,24,29,40,52,60],preprcess:64,preprocess:[13,45,51,64],prerequisit:34,present:[16,41,58,63,65],preserv:26,pretti:33,prev_batch_st:[46,47],prevent:[2,11,16,18,21],previou:[9,10,18,26,42,47,50,63,65],previous:[9,51,58],price:[13,33],primarili:64,principl:[16,17],print:[7,15,16,33,47,55,60,62,63,64,65],printallstatu:44,printer:8,printstatu:44,prite:8,privat:[28,32,41],privileg:50,prob:[8,15,56],probabilist:[9,55],probability_of_label_0:60,probability_of_label_1:60,probabl:[8,9,15,40,58,60,63],problem:[5,9,11,16,17,41,60,63,64],proc:35,proc_from_raw_data:60,proce:[13,18,30,50],procedur:[55,63,65],proceed:[9,63],process:[2,3,5,7,9,10,13,16,20,21,33,35,40,45,47,49,50,51,55,57,58,60,62,63,64,65],process_num:13,process_pr:60,processdata:[57,58],processor:44,prod:[35,41],produc:[10,13,18,30,35,58,60],product:[0,24,35,41,42,50,60,64],productgraph:51,profil:[26,34],proflier:44,program:[2,13,16,20,22,30,32,35,41,44,45,47],programm:61,progress:[18,21,47],proivid:3,proj:9,project:[9,10,24,28,34,40,42,62],promis:[9,10],prompt:26,prone:16,prop:63,propag:[11,47,49],properli:60,properti:[3,47],propos:65,proposit:63,protect:42,proto:12,protobuf:[24,34],protocol:[8,47],prove:60,proven:65,provid:[0,9,13,16,22,24,33,35,44,45,50,55,56,57,58,61,64],providermemory_threshold_on_load_data:46,provis:50,provod:3,prune:9,ps_desir:18,pserver:[22,23,24,45,46,47,50],pserver_addr:22,pserver_cpu:24,pserver_id:19,pserver_mem:24,pserver_num_thread:[46,47],pserver_spec:15,pserverstart_pserv:46,pseudo:[16,24],psize:42,ptr:28,pull:[17,31,35,55,65],punctuat:64,purchas:60,purpos:[0,18,44],push_back:42,put:[17,18,35,42,45,51,60],pvc:50,pwd:[35,41],py_paddl:[5,13,56],pydataprovid:[2,3,60],pydataprovider2:[4,5,33,60,62,64],pyramid:9,pyramid_height:9,python:[2,3,4,9,15,16,23,27,29,31,33,34,40,41,45,55,56,57,63,64,65],pythonpath:57,pzo:64,qualifi:34,qualiti:60,queri:[9,50,65],question:[9,16,50,63],quick:[47,51,59,65],quick_start:[24,50,51,52,60],quick_start_data:51,quickli:33,quickstart:51,quit:44,quot:61,r_t:9,rais:13,ramnath:64,ran:44,rand:[44,47,49,56,63],random:[3,7,9,13,20,29,30,33,47,56,57,63],random_imag:20,randomli:64,randomnumberse:46,rang:[3,9,13,20,30,47,49,57,61,63],rank:[9,16,50,58,60],rare:3,rate:[7,8,11,13,22,42,45,57,60,62,64,65],rather:[5,24,50,64],ratio:47,raw:[9,33,60,64],raw_meta:62,rdma:[34,47],rdma_tcp:[46,47],reach:[18,44,63],read:[2,3,13,15,16,18,20,30,33,40,41,45,50,58,60,62],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,20,65],reader_cr:20,reader_creator_bool:30,reader_creator_random_imag:[13,30],reader_creator_random_image_and_label:[13,30],readi:[18,33,50,51,57],readm:[28,41,61,62,64],readonesamplefromfil:3,readwritemani:50,real:[3,30,33,56],realist:16,reason:[10,16,18,35,51],recal:8,receiv:[18,24],recent:65,reciev:47,recogn:57,recognit:[3,9,58,64],recommand:3,recommend:[2,10,16,35,40,42,45,47,62],recommonmark:34,recompil:44,record:[13,21,41,50,63],recordio:[13,16,20,21],recov:[18,33,56],recoveri:21,rectangular:9,rectifi:9,recurr:[32,63,64],recurrent_group:[10,40],recurrent_lay:10,recurrentgradientmachin:28,recurrentgroup:8,recurrentlay:47,recurs:[17,26],recv:50,reduc:[11,45,47,49],refactor:29,refer:[2,5,7,9,10,11,18,21,22,23,32,40,41,42,45,51,55,57,60,62,65],referenc:[9,21],reflect:21,regard:63,regardless:65,regex:62,region:[32,44,63],regist:[42,44],register_gpu_profil:44,register_lay:42,register_timer_info:44,registri:[24,35,51],regress:59,regular:[7,42,50,57,60,64],rel:[2,10,45],relat:[3,18,24,32,35,37,51,64],relationship:[13,33,56],releas:[31,34,35,37,50,61,63],relev:[63,65],reli:34,reliabl:18,relu:[9,42],remain:60,rememb:9,remot:[7,17,41,42,45,47,49,50],remoteparameterupdat:[23,47],remov:[13,26,41,45,47,64],renam:[26,65],reorgan:9,replac:[17,21,35,64],replicaset:24,repo:17,report:[21,44,45],reportdataset:21,repositori:[9,41],repres:[3,5,9,13,21,40,42,50,57,60,61],represent:[9,22,60,64],reproduc:65,request:[17,18,31,50,51,55,65],requir:[2,8,9,16,18,22,24,26,42,45,50,51,56,57,60,62],res5_3_branch2c_bn:58,res5_3_branch2c_conv:58,res:63,research:[13,57,61,64],resembl:64,reserv:[3,26],reserveoutput:42,reset:[9,18],reshap:30,reshape_s:9,residu:58,resnet:59,resnet_101:58,resnet_152:58,resnet_50:58,resolv:[17,41,51],resourc:[35,50],respect:[3,33,40,42,47,57,58,63,65],respons:[9,29,50,51],rest:[3,9,24,25,33],restart:[18,22,50,51],restartpolici:[50,51],restrict:[32,47],resu:30,result:[5,6,8,9,15,21,44,47,50,57,58,60,62,63,64],result_fil:8,retir:61,retran:50,retriev:[32,42,51],return_seq:10,reuqest:31,reus:[30,42],reveal:16,revers:[9,10,40,63,64],review:[13,41,51,60,64],reviews_electronics_5:51,revis:60,rewrit:[17,65],rgb:9,rgen:64,rho:11,rich:33,right:[3,9,17,24,58],rkt:24,rmsprop:60,rnn:[9,10,32,43,46,60,64],rnn_bias_attr:40,rnn_layer_attr:40,rnn_out:40,rnn_step:9,rnn_use_batch:[46,47],rnnlm:13,robot:57,role:[13,16,21,22,50,59,64],roman:64,romanc:61,root:[11,12,45,50,51],root_dir:45,rot:9,roughli:[3,56],routledg:64,row:[5,8,9,13,42,58],row_id:9,rpc:21,rpcserver:21,rsize:50,rtype:13,rule:[8,42,50],run:[16,17,18,24,32,35,41,42,43,44,47,50,52,53,55,57,58,60,62,64,65],runinitfunct:44,running_on_cloud:24,runtim:[2,3,34,35,45],s_param:56,s_recurrent_group:40,sacrif:2,safe:24,sai:[9,33,47,49],sake:42,sale:61,same:[3,5,8,9,10,15,16,21,22,32,40,45,49,50,55,60,62,63,64,65],samping_id:9,sampl:[3,5,8,13,45,47,49,55,56,58,60,62,63,64,65],sample_dim:56,sample_id:8,sample_num:8,santiago:64,satifi:8,satisfi:[17,45,50,60],save:[3,9,13,15,18,20,21,22,24,33,47,49,50,51,57,58,60,62,63,64,65],save_dir:[33,47,49,51,56,57,60,62,63,64,65],save_only_on:[46,47],saving_period:[46,47],saving_period_by_batch:[46,47,49,60],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,58,61],scalingproject:9,scan:21,scatter:9,scenario:[33,46],scene:46,schdule:50,schedul:[21,24,50,56],scheduler_factor:7,schema:55,scheme:[8,63],schmidhub:64,schwenk:65,sci:61,scienc:64,scientist:[0,61],score:[8,9,62,64,65],screen:62,scrip:60,script:[5,13,45,50,57,58,60,63,64,65],seaplane_s_000978:57,search:[9,18,32,34,40,47,63,65],seat:65,second:[3,9,13,16,26,30,32,33,35,45,55,58,60,61,64],secret:50,section:[3,40,42,45,50,60],sed:64,see:[3,5,9,10,16,18,33,35,41,44,50,55,56,58,60,62,64,65],seed:[44,47],seem:17,segment:8,segmentor:55,sel_fc:9,select:[9,41,50,61,65],selectiv:9,selector:51,self:[33,42,61,64],selfnorm:9,semant:[13,16,31,59,64],semat:16,sen_len:63,send:[18,22,47,50],sent:[16,22,51],sentenc:[3,9,13,40,60,63,64,65],sentiment:[3,33,59,60,63],sentiment_data:64,sentiment_net:64,sentimental_provid:3,separ:[3,8,22,47,55,60,61,62,63,65],seq:[9,13,62],seq_pool:9,seq_text_print:8,seq_to_seq_data:[55,65],seq_typ:[3,13],seqtext_evalu:8,seqtoseq:[9,55,65],seqtoseq_net:[9,55,65],sequel:3,sequenc:[3,6,8,9,10,12,13,42,55,60,62,63,64,65],sequence_conv_pool:60,sequence_group:9,sequence_nest_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9],sequenti:[9,40,60,63],seri:[10,64],serial:[3,15,21,29],serv:[35,44,50,56],server:[16,17,23,35,42,45,46],serverless:18,servic:[35,61],session:[35,44],set:[2,3,5,7,8,9,10,13,15,16,18,24,32,33,34,35,37,40,42,43,44,45,46,47,49,50,51,55,57,58,60,61,62,63,64,65],set_active_typ:42,set_default_parameter_nam:7,set_drop_r:42,set_input:9,set_siz:42,set_typ:42,setp:50,settup:42,setup:[3,35,42,60],sever:[3,8,9,29,45,49,50,59,60,62,63,64,65],sgd:[11,15,16,18,24,29,45,56,64,65],sgdasync_count:46,shall:17,shallow:63,shape:[9,13,15,58],shard:[18,19,20,21,22,50],share:[9,17,28,29,34,35,44,47,51,63],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[27,28,32],shell:[50,58],shift:58,ship:57,shold:64,shop:64,shorten:9,shorter:58,should:[3,5,7,8,9,13,15,16,22,24,29,30,33,37,40,41,45,50,57,60,62,63,64,65],should_be_fals:16,should_be_tru:16,should_shuffl:[3,63],show:[5,8,11,13,18,26,33,47,50,51,55,58,60,62,63,64,65],show_check_sparse_distribution_log:[46,47],show_layer_stat:[46,47],show_parameter_stats_period:[46,47,49,51,60,63,64,65],shown:[3,9,16,40,42,44,50,56,57,58,60,62,64,65],shrink:42,shuf:62,shuffl:[3,13,62,64],sid:50,side:[9,15,29,58],sig:50,sigint:45,sigmoid:[9,42],sigmoidactiv:10,sign:[25,50],signal:45,signatur:50,signific:44,similar:[9,30,50,60,62],similarli:[9,13,63],simpl:[2,3,6,8,9,10,13,15,32,34,35,41,44,47,60,62,63,64],simple_attent:40,simple_gru:[40,60],simple_lstm:[9,60],simple_rnn:[9,40],simpler:29,simplest:50,simpli:[2,9,16,22,34,35,40,44,55,58,62,64,65],simplifi:[16,42,51],simultan:50,sinc:[9,18,21,23,30,33,35,44,50,56,60,61,65],sincer:[41,64],singl:[3,8,10,13,18,32,35,42,45,51,58,60,63,65],sinlg:15,site:[17,50],six:[55,63,65],size:[3,8,9,10,11,13,18,20,22,30,33,40,42,45,47,56,57,58,60,61,63,64,65],size_a:9,size_b:9,size_t:42,sizeof:55,skill:65,skip:[30,33,41,45,50,58],slide:[9,11,13,18],slightli:57,slope:9,slot:[62,63],slow:[3,44],small:[3,13,42,45,47,57,65],small_messag:[46,47],small_vgg:57,smaller:[9,18],smart:32,smartli:9,smith:64,smooth:9,snap:51,snapshot:[19,50],snippet:[40,42,44,50,60],social:64,sock:24,sock_recv_buf_s:[46,47],sock_send_buf_s:[46,47],socket:47,softmax:[9,10,16,40,42,55,60,63,64],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:60,softwar:[35,44],solv:[16,63],solver:65,some:[3,7,9,13,15,16,17,21,22,24,32,33,34,41,42,44,46,47,49,50,56,60,61,62,63,64,65],some_c_api_funct:28,some_inst:28,some_python_class:27,somecppclass:27,somedata:15,somegotyp:27,someth:[3,9],sometim:[11,30,44,64],somewhat:22,somewher:32,soon:18,sophist:[33,42,45],sort:[9,13,47,50,62,64,65],sourc:[0,9,13,17,26,28,30,33,35,40,41,50,51,55,60,62,65],source_dict_dim:40,source_language_word:40,space:[8,35,40,44],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,42,45,47,50,60],sparse_binary_vector:[3,13,60],sparse_binary_vector_sequ:13,sparse_float_vector:3,sparse_non_value_slot:13,sparse_upd:7,sparse_value_slot:13,sparse_vector:13,sparse_vector_sequ:13,sparseparam:42,sparseprefetchrowcpumatrix:42,spatial:[9,57],speak:[40,65],spec:[50,51],specfii:47,speci:57,special:[9,22,34,55,60,65],specif:[2,17,26,32,49,57,60,62],specifi:[2,3,8,9,13,16,21,22,24,26,32,33,34,40,42,47,50,56,57,58,60,61,62,64,65],speech:9,speed:[10,35],spefici:58,sphinx:[27,34,35],sphinx_rtd_them:34,split:[3,9,45,49,50,55,58,60,63],split_count:50,sql:2,squar:[9,11,12,33],squarerootnpool:9,squash:65,srand:47,src:[17,65],src_backward:40,src_embed:40,src_forward:40,src_root:5,src_word_id:40,srl:[13,63],ssd:9,ssh:[35,45,50,51],sshd:35,ssl:34,sstabl:16,stabl:[31,50],stack:[33,50,60,63],stacked_lstm_net:64,stacked_num:64,stackexchang:9,stage:[17,23,41,45],stake:65,stale:18,stamp:44,standard:[7,55,57,63,64,65],stanford:[13,51],star:[17,61],start:[9,15,17,18,21,22,24,29,33,35,40,44,45,47,54,55,59,62,65],start_pass:[46,47],start_pserv:47,startup:[18,24,50],stat:[34,44,47,63,64,65],state:[9,10,18,32,33,40,47,51,56,63,65],state_act:[9,10],statement:[42,50],staticinput:[9,40],statist:[9,47,60,63,64,65],statset:44,statu:[24,41,44,50,51],status:51,std:[17,27,28,32,42,47],stderr:45,stdout:45,step:[5,9,10,12,18,22,29,35,40,41,42,44,45,50,51,60,62,63,64,65],stepnet:32,still:[21,58],stmt1482205552000:50,stmt1482205746000:50,stochast:[11,18,21],stock:64,stop:[9,35,45,47,51,62],storag:[25,34,50,51,57],store:[8,9,13,17,29,32,42,45,47,50,51,55,57,58,60,62,63,64,65],str:[15,24,49],strategi:[3,12,18,47,63],street:[9,63],strength:56,strict:30,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,21,26,32,42,47,50,64],strip:[60,63],struct:[21,22,25,28],structur:[13,21,45,50,55,57,60,62,63,64,65],sts:50,student:61,stuff:41,stun:3,style:[3,9,34,41],sub:[8,9,13,16,29,40,42,57,60,65],sub_sequ:[3,9],subcommand:26,subgradi:11,submit:[41,46,47,50],subnet0:50,subnet:[16,50],subobjectpath:51,subsequ:9,subsequenceinput:9,subset:[42,65],substanti:58,substitut:65,succe:64,succeed:[21,51],success:[22,50,51,58,63],successfulcr:51,successfuli:64,successfulli:[58,62,64],successor:[47,65],sucessfulli:65,sudo:[34,37,50,57],suffic:[30,33],suffici:47,suffix:[24,65],suggest:[9,17,44],suitabl:[41,47,57],sum:[9,11,19,40,42],summar:[60,64],sumpool:9,support:[7,8,9,12,13,18,24,29,30,34,35,37,40,41,42,44,47,50,63],suppos:[17,33,42,60],suppress:26,sure:[41,42,50,57,64],surpass:9,survei:64,swagger:25,swap_channel:58,swig:[5,23,27,28,34],swig_paddl:[5,13,56],symbol:[9,28],symlink:41,sync:[18,41,47,56],syncflag:42,synchron:[11,18,21,45,47,50],syntact:63,syntax:[30,62],synthect:33,synthes:56,synthet:33,sys:58,system:[17,18,22,25,34,35,45,51,60,63,64,65],t2b:55,tab:[35,60],tabl:[3,8,9,58,60,65],tableproject:9,tag:[8,13,35,40],tagtyp:8,take:[3,5,8,9,10,16,17,40,42,44,50,51,56,63,65],taken:[3,63],talk:22,tanh:[9,10,40,42],tanhactiv:10,taobao:64,tar:[15,34,50],tarbal:50,target:[9,13,15,17,40,41,55,60,65],target_dict_dim:40,target_dictionary_dim:9,target_language_embed:9,target_language_word:40,target_link_librari:17,targetinlink:9,task:[3,8,9,33,40,49,55,58,63,64,65],task_queu:21,taskentri:21,taskqueu:21,tbd:23,tconf:64,tcp:[47,50],teach:60,tear:44,technic:18,technician:61,techniqu:[40,42],tee:[51,57,63,64,65],tell:[18,21,22,35,44,62],tellig:64,templat:[51,63],tempor:[9,60,63],temporari:24,tensor:17,tensor_test:17,term:[9,10,18,63,64],termin:51,terminolog:33,tese:2,tesh:63,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,28,30,31,34,35,37,44,45,46,55,57,58,60,61,65],test_all_data_in_one_period:[51,57,62,63,64],test_data:65,test_fcgrad:42,test_gpuprofil:44,test_layergrad:42,test_list:[3,33,57,60],test_part_000:64,test_pass:[46,47,49,65],test_period:[46,47,49],test_ratio:62,test_wait:[46,47],testa:16,testb:16,testbilinearfwdbwd:44,testconfig:42,tester:[62,65],testfcgrad:42,testfclay:42,testlayergrad:42,testmodel_list:46,testq:16,testresult:15,testsave_dir:46,testutil:42,text1:26,text:[2,3,8,10,13,16,35,50,55,59,60,62,64],text_conv:60,text_conv_pool:62,text_fil:[13,64],tflop:44,tgz:[13,34],than:[3,5,7,8,9,10,18,24,34,35,40,42,45,50,58,63,64,65],thank:[0,55,65],thei:[3,16,17,18,22,26,33,35,40,42,44,45,46,50,58,64],them:[2,3,8,10,16,17,18,24,30,32,33,35,44,46,47,50,57,58,60,62,64,65],themselv:17,theori:44,therefor:34,therein:9,therun:58,thi:[2,3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,29,30,33,34,35,37,40,41,42,44,45,47,49,50,51,55,56,57,58,60,61,62,63,64,65],thing:[3,33,41,44,62,63],think:[16,17],third:[9,18,44,58,64],third_parti:9,those:[17,18,58,63],thought:[17,44],thread:[42,44,47,49,62,63,64,65],thread_local_rand_use_global_se:[46,47],threadid:49,threadloc:44,three:[3,8,9,18,29,30,33,47,56,58,64,65],threshold:[7,8,18,21,47,64],thriller:61,through:[5,9,17,18,21,23,40,42,44,45,55,56,57,64,65],throughout:60,throughput:44,thu:[3,9,33,42,50,65],tier:51,tight:34,time:[3,9,10,12,13,16,17,18,21,30,33,40,44,47,49,51,60,61,63,64,65],timelin:[9,44],timeo:50,timeout:[18,21],timer:34,timestamp:[9,19,61],timestep:[3,9,32],titil:62,titl:[13,61,62],tls:25,tmall:64,to_no_sequ:9,to_sequ:9,todo:[8,9,10,13,18,21],toend:9,togeth:[3,9,10,13,15,40],token:[8,9,16,40,55,64,65],too:[13,35,37],tool:[35,40,41,50,64],toolchain:34,toolkit:[34,37],top:[8,58,63],top_k:8,topolog:[13,16,18,29],topolopi:15,toronto:[13,57],total:[15,18,30,44,45,51,55,65],total_pass:30,touch:64,tourism:64,tourist:65,toward:33,tra:65,track:[18,21,41],tractabl:9,tradesman:61,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,8,9,11,13,20,21,22,29,40,42,43,44,46,52,53,58],train_conf:[55,65],train_config_dir:50,train_data:65,train_id:50,train_list:[3,33,57,58,60],train_part_000:64,trainabl:9,traindot_period:46,trainer:[3,5,16,19,20,21,23,29,33,42,45,47,49,56,60,63,64,65],trainer_config:[2,3,33,45,50,51,60,62,64],trainer_config_help:[3,33,42,57,60],trainer_count:[46,47,49,50,51,62,63,64,65],trainer_cpu:24,trainer_cr:24,trainer_gpu:24,trainer_id:[47,50],trainer_mem:24,trainer_packag:24,trainerintern:[60,62,65],training_machin:56,trainingtest_period:46,trainonedatabatch:56,tran:[42,47],trane:3,transact:[18,21,64],transfer:[2,3],transform:[9,40,42,56,57,60,63],transform_param_attr:10,translat:[9,10,33,55,62,64,65],transpar:45,transport:47,transpos:[9,42,56],transposedfullmatrixproject:9,travel:3,travi:[34,41],treat:[9,22],treatment:22,tree:[9,47,65],trg:65,trg_embed:40,triain:2,tricki:27,trigger:29,trivial:3,trn:60,truck:57,true_imag:30,true_label:30,true_read:30,truth:[8,9,60,65],tst:60,tune:[7,43,60,62,65],tuninglog_barrier_abstract:46,tupl:[3,9,13,15,30],ture:9,turn:[9,30,56],tutori:[35,40,41,42,44,45,50,51,52,53,58,60],tweet:64,twelv:65,twitter:64,two:[2,3,8,9,10,16,22,23,24,26,30,32,33,35,40,44,45,49,50,55,56,57,58,60,62,63,64,65],txt:[3,17,24,26,42,45,50,60,62,64],type:[3,8,9,10,12,13,15,16,18,21,24,25,26,27,28,30,33,35,40,42,47,49,50,51,57,58,60,62,63],typedef:[22,27,28],typic:[5,8,35,44,64],ubuntu:[31,37],ubyt:30,uci:13,ufldl:9,uid:51,uint32:25,uint64:27,uint64_t:27,unawar:22,unbalanc:47,unbound:40,unconstrain:64,under:[17,21,33,34,35,50,61,64],underli:33,understand:[35,44,55,57,64],understand_senti:40,understudi:65,undeterminist:44,unemploi:61,unexist:63,unidirect:9,uniform:[7,9,13,20,30,47,56],uniqu:[16,18,24,32,47,50],unique_ptr:[32,42],unit:[9,10,17,33,34,35,40,41,63],unittest:28,unittestcheckgrad_ep:46,univ:65,unix:45,unk:[55,65],unk_idx:[60,63],unknown:9,unlabel:64,unlik:[9,63,64,65],unordered_map:32,unseg:9,unsign:22,unsup:64,unsupbow:64,until:[18,22,32,45,50,63],untrack:41,unzip:62,updat:[7,9,18,21,22,25,29,32,34,41,42,45,47,49,64],update_equ:15,update_hook:7,updatecallback:42,updatestack:50,upload:[18,24,25],upon:[0,63],upstream:41,uri:50,url:[13,37,64],urls_neg:64,urls_po:64,urls_unsup:64,usag:[2,3,8,9,10,13,15,29,33,44,55,56],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,18,23,29,32,33,34,35,36,37,40,41,42,44,45,47,49,50,51,55,56,57,58,60,61,62,63,64,65],use_global_stat:9,use_gpu:[9,46,47,49,51,56,57,58,60,62,63,64,65],use_jpeg:57,use_old_updat:[46,47],use_seq:[33,62],used:[2,3,5,8,9,10,11,12,13,15,16,17,18,23,29,30,32,33,36,37,40,42,44,45,46,47,49,50,55,57,58,60,62,63,64,65],useful:[2,3,9,10,32,40,42,49,60,63,64],usegpu:[42,56],useless:45,user:[2,3,7,9,10,13,15,16,17,20,21,24,26,30,32,33,35,45,46,47,50,58,60,63],user_id:62,user_info:13,user_nam:20,usercert:20,userid:61,userinfo:13,userkei:20,usernam:[20,41],uses:[3,18,29,40,41,42,47,50,57,58,60,62,65],using:[2,3,5,7,9,10,13,16,17,18,21,22,24,26,30,32,33,35,40,41,42,44,47,49,50,51,55,56,57,58,60,63,64],usr:[34,45,47,50],usrdict:55,usrmodel:55,usual:[9,13,15,24,33,34,44,47,49,50,64],utf:55,util:[5,34,40,42,44,57,62,64],uuid:19,v28:9,valid:[30,32,50,58,64],valu:[3,5,7,8,9,11,12,13,15,18,29,32,33,40,42,47,49,50,56,57,58,63,64],value1:47,value2:47,value_evalu:8,value_rang:13,vanilla:40,vanish:64,vari:[44,50],variabl:[3,9,13,16,33,34,37,42,45,50,51,64],varianc:[9,58],variant:35,vars_:32,vector:[3,9,10,13,16,22,40,42,55,60,62,64,65],vectorenable_parallel_vector:46,vendor:17,verb:[13,63],verbos:26,veri:[3,9,12,17,21,29,32,40,44,57,60,64],verifi:42,versa:34,version:[9,10,17,24,26,31,34,35,37,42,44,45,46,47,50,51,55,57,61,63,64,65],versu:16,vertic:[9,58],vgg:[10,57],vgg_16_cifar:57,via:[18,30,34,41,44,45,50,60],vice:34,view:9,virtual:35,virtualenv:62,visibl:[32,35],vision:57,visipedia:57,visual:[9,35,44],viterbi:63,voc_dim:60,vocab:64,volum:[35,51],volumemount:[50,51],volumn:50,voluntarili:61,vutbr:13,wai:[3,8,9,10,16,22,33,35,40,42,45,49,62,63,65],wait:[11,18,22,41,47],walk:[5,56],wall:63,wangkuiyi:17,want:[3,9,10,16,24,30,32,33,34,35,41,42,47,49,55,58,60,62,63,64],war:61,warn:26,warp:[9,44],warpctc:9,warpctc_dir:9,watch:18,wbia:[50,58],web:35,websit:[57,60,63,64],wei:[63,64],weight:[8,9,10,11,40,42,47,49,57,58],weight_act:10,weightlist:42,weights_:42,weights_t:42,welcom:[17,62,64],well:[24,35,42,47,50,57,60],were:[8,17],west:50,western:61,wether:9,wget:34,what:[7,9,10,11,17,33,41,45,60,62],wheel:34,when:[2,3,7,8,9,13,15,17,18,21,22,24,26,29,37,40,41,42,44,47,49,50,51,55,56,57,63,64,65],whenev:62,where:[3,9,10,11,16,18,33,40,42,44,45,47,49,55,58,63,65],wherea:21,whether:[8,9,10,30,42,47,56,57,62,64,65],which:[0,2,3,5,7,8,9,10,11,13,16,17,18,20,21,22,24,29,30,32,33,37,40,41,42,44,45,47,49,50,56,57,58,60,61,62,63,64,65],whichev:56,whl:34,who:[55,58,61],whoever:22,whole:[3,8,13,27,28,50,51,60,61,62,65],whose:[3,9,13,18,40,62,63],why:[10,28],wide:[17,63],width:[8,9,13,27,30,42,57,65],wiki:[9,17],wikipedia:[9,13],wilder:3,window:[9,12,13,35,64],wise:9,with_avx:[35,41],with_avxcompil:34,with_coveragecompil:34,with_doccompil:34,with_doubl:42,with_doublecompil:34,with_dsocompil:34,with_gpu:[35,41],with_gpucompil:34,with_profil:44,with_profilercompil:34,with_pythoncompil:34,with_rdmacompil:34,with_style_check:41,with_style_checkcompil:34,with_swig_pycompil:34,with_test:[35,41],with_testingcompil:34,with_tim:44,with_timercompil:34,within:[9,21,33],without:[8,9,18,22,30,45,64],wmt14:[40,65],wmt14_data:65,wmt14_model:65,wmt:65,wmt_shrinked_data:13,woboq:35,won:[44,58],wonder:3,word2vec:24,word:[3,8,9,13,40,49,59,62,63,64,65],word_dict:[60,63],word_dim:60,word_id:3,word_idx:13,word_slot:63,word_vector:60,word_vector_dim:[9,40,55],words_freq_sort:13,work:[3,5,13,16,17,18,30,34,40,41,42,44,45,47,50,51,60,62],worker:50,workercount:50,workflow:[35,41,50],workspac:[35,47,62],worri:33,wors:56,would:[15,17,18,29,30,35,45,50,56,60,63],wrap:63,wrapper:[10,17,44],writ:62,write:[3,13,16,18,30,35,41,43,45,50,57,62,63,65],write_lock:19,writelin:33,writer:[16,61],written:[62,64],wrong:[3,30],wsize:50,wsj:63,www:[9,13,57,65],x64:34,x_1:9,x_n:9,xarg:[8,42],xgbe0:47,xgbe1:47,xiaojun:64,xmap_read:13,xrang:[30,33,42],xxbow:64,xxx:[16,58,65],xxxx:19,xxxxxxxxx:50,xxxxxxxxxx:50,xxxxxxxxxxxxx:50,xxxxxxxxxxxxxxxxxxx:50,xzf:34,y_predict:33,yaml:[17,50,62],yancey1989:24,yann:13,yapf:41,year:61,yeild:[15,57],yield:[3,13,16,20,30,33,60,62,63,64],you:[2,3,5,7,9,10,24,32,33,34,35,37,40,41,42,44,45,47,49,50,55,56,57,58,60,62,63,64,65],your:[3,9,16,17,24,26,34,35,41,42,44,45,49,50,60,64],your_access_key_id:50,your_paddle_source_dir:9,your_secrete_access_kei:50,your_source_root:28,yourself:9,yum:34,yuyang18:[9,10,13],zachari:64,zeng:64,zero:[3,7,9,11,13,18,29,42,47,50,60],zhidao:55,zhou:[63,64],zip:[13,61],zone:50,zxvf:50},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0d\u4f7f\u7528":27,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":27,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":27,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":28,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":25,"\u5206\u652f\u89c4\u8303":31,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u8003\u6587\u6863":25,"\u540d\u8bcd\u89e3\u91ca":25,"\u57fa\u672c\u8981\u6c42":27,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5bfc\u51fac":27,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\u63a8\u6d4b\u6267\u884c":19,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":25,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":28,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":25,"\u6846\u67b6\u751f\u6210":25,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":25,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":25,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":25,"\u76ee\u5f55\u7ed3\u6784":28,"\u76ee\u6807":25,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":27,"\u7c7b":27,"\u7f16\u8bd1\u9009\u9879":28,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u80cc\u666f":27,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":25,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8f6c\u6362\u5e93":20,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":27,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":31,"case":49,"class":[29,42],"filemanager\u8bbe\u8ba1\u6587\u6863":25,"function":[17,55],"new":42,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":31,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":31,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"return":30,AWS:50,Abs:6,DNS:50,EFS:50,For:[17,51],KMS:50,The:[22,29],Use:[49,51],Using:[17,22,35,41],With:[24,35],about:0,access:50,account:50,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,add:50,address:50,addto:9,adversari:56,aggreg:9,aggregatelevel:9,algorithm:[18,60],all:32,analysi:64,api:[1,4,28,35],appendix:60,applic:4,approach:44,architectur:[40,60],argument:[26,30,46,49,60],asset:50,associ:[32,50],async:47,attent:40,attribut:7,auc:8,avg:12,aws:50,background:33,base:24,basepool:12,batch:30,batch_norm:9,batch_siz:30,beam_search:9,between:16,bidirect:64,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:65,block_expand:9,book:35,branch:41,brelu:6,bucket:50,build:[34,36,41,51],built:44,cach:3,can:32,capi:28,capi_priv:28,cento:34,check:[9,42,45],checkpoint:[18,19],chines:55,choos:[17,50],chunk:8,cifar:13,classif:[8,57],classification_error:8,classification_error_print:8,client:22,clone:41,cloudform:50,cluster:[23,45,49,50],cmake:17,code:[24,41],column_sum:8,command:[48,49,60,65],commit:[41,51],common:47,commun:47,compos:30,concat:9,concept:50,config:[4,49,62,63],configur:[14,40,43,45,50,60,62],conll05:13,connect:9,contain:[35,51],content:[28,44,50],context_project:9,contribut:41,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[57,60],core:50,cos_sim:9,cost:9,cpu:[35,49],creat:[30,32,41,50,51],creation:21,creator:30,credenti:50,credit:0,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cudnnavg:12,cudnnmax:12,custom:30,dat:61,data:[9,13,18,30,33,50,51,55,56,57,60,62,63,64,65],datafeed:13,dataprovid:[3,4,47],dataset:[13,18,21,61,62,65],datatyp:13,date:41,debian:37,decayedadagrad:11,decor:30,defin:[50,60,64,65],delet:[41,50],delv:57,demo:50,depend:34,deploi:24,deriv:42,descript:[26,47,56,61,63],design:[16,18,21,22,23,29,30,32],destroi:[32,50],detail:[47,57],detect:8,detection_map:8,develop:[35,41,43],devic:49,dictionari:[30,55],differ:49,directori:50,dispatch:[18,21],distribut:[16,18,24,45,47,50],doc:[16,18,21,22,23,29,30],docker:[24,35,51],document:[35,54],dotmul_oper:9,dotmul_project:9,down:50,download:[34,50,51,55,58,62,65],dropout:9,dylib:28,dynam:18,ec2:50,elast:50,embed:[9,55,60],entri:30,environ:24,eos:9,equat:42,evalu:[8,33,62],evalutaion:65,event:[15,16],exampl:[16,17,28,55,56],exercis:57,exp:6,expand:9,expandlevel:9,extern:50,extract:[55,58,62,65],fault:18,featur:[58,61,62,63],field:62,file:[50,51,60,61,62],find:50,first_seq:9,fork:41,format:[18,60],from:[16,34,36],full_matrix_project:9,fulli:9,gan:56,gate:40,gener:[40,56,65],get:[38,51],get_output:9,github:41,gpu:[35,44,47,49],gradient:[22,42],gradient_print:8,group:[9,50],gru:[10,47],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:37,hand:44,handler:[16,27],hook:41,how:[30,43,44],hsigmoid:9,huber_cost:9,iam:50,ident:6,identity_project:9,imag:[9,10,24,35,51,57],imagenet:58,imdb:[13,64],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,30,42,56],infer:[15,60],info:58,ingredi:16,ingress:25,init_hook:3,initi:[22,49,50],input_typ:3,insid:32,inspect:50,instal:[34,36,37,50,60],instanc:50,integr:50,interfac:[13,18,22,23,30,32,58],interpol:9,introduct:[2,55,58,64,65],isn:30,issu:41,job:[18,24,45,50,51],join:9,keep:41,kei:50,kill:45,kube:50,kubectl:50,kubernet:[24,50,51],label:63,lambda_cost:9,last_seq:9,launch:45,layer:[9,16,42,49],learnabl:9,libpaddle_capi_shar:28,libpaddle_capi_whol:28,librari:22,line:[48,60],linear:[6,33],linear_comb:9,list:[19,30],local:[32,41,49,50],log:[6,60],logic:21,logist:60,lstm:[10,47,63,64],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,manag:17,map:30,master:[18,21,24],math:9,matrix:47,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:62,mini:30,minibatch:13,misc:9,mix:[9,49],mnist:[13,56],model:[3,4,14,16,22,33,35,39,40,45,49,55,56,57,58,59,60,65],modifi:51,momentum:11,movi:[61,62],movielen:[13,61,62],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:30,multiplex:9,name:[32,50],nce:9,need:[30,44],network:[10,40,49,56,57,58,60,62,63],neural:[40,57,60,62,63],neuralnetwork:33,nlp:[10,47],non:3,norm:9,nvprof:44,nvvp:44,object:[18,62],observ:[55,58],onli:[30,32,35],optim:[11,18,22,43,60],option:[26,34,55],order:26,origin:41,orthogon:32,outlin:46,output:[45,50],overview:[32,60],packag:[17,37],pad:9,paddl:[30,31,32,51],paddlejob:24,paddlepaddl:[16,35,36,50,54,55,65],pair:50,parallel_nn:49,paramet:[7,9,15,16,18,22,23,24,29,47,48,50,55,58],paraphras:55,parent:32,partit:22,pass:49,path:26,perform:[44,47],persist:21,pfsclient:[25,26],pfsserver:25,pnpair:8,point:50,pool:[9,12],power:9,pre:41,precision_recal:8,predict:[5,57,58,62,63,64],prefetch:30,prelu:9,prepar:[33,45,50,55,56,57,62,64,65],preprocess:[55,57,60,62,65],prerequisit:45,pretrain:[55,65],print:8,privat:50,problem:33,process:[18,22,24],profil:44,project:17,provid:[3,30,60,62,63],pull:41,push:41,pydataprovider2:3,python:[5,24,30,35,42,58,60,62],queue:[18,21],quick:60,randomnumb:47,rank:8,rank_cost:9,rat:62,rate:61,reader:[13,16,30],recoveri:18,recurr:[9,10,40,60],recurrent_group:9,refer:[3,44,63,64],region:50,regress:[33,60,62],regular:22,relu:6,remot:23,render:50,repeat:9,request:41,requir:[17,34,41],reshap:9,resnet:58,result:[45,51,65],retri:21,revis:55,rmsprop:11,rnn:[39,40,47],role:63,rotat:9,route53:50,row_conv:9,run:[45,51,63],runtim:24,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,scope:32,script:51,secur:50,select:22,selective_fc:9,semant:63,sentiment:[13,64],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:40,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[18,21,22,24,47,50],servic:50,set:48,setup:[34,50],sgd:47,share:[16,32],should:32,shuffl:30,sigmoid:6,simpl:[33,40],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:30,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[34,36],span:34,spars:[22,23,49],specifi:[49,55],split:62,spp:9,squar:6,squarerootn:12,stack:64,standard:60,stanh:6,start:[16,38,41,50,51,60],startup:51,store:18,structur:56,subcommond:26,submit:24,suffici:30,suitabl:17,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:60,synopsi:26,system:50,tabl:28,table_project:9,take:30,tanh:6,task:[18,21],tear:50,templat:50,tensor:9,test:[41,42,47,49,62,63,64],text:65,text_conv_pool:10,thi:32,timer:44,tip:44,todo:[19,20],togeth:32,toi:56,toler:18,tool:[17,44],train:[15,16,18,23,24,30,33,35,45,47,49,50,51,55,56,57,60,62,63,64,65],trainer:[15,18,22,24,50,62],tran:9,trans_full_matrix_project:9,transfer:60,tune:[44,47],tutori:[55,57,59,63,64,65],ubuntu:34,uci_h:13,unit:[42,47],updat:[16,23,50],usag:[30,35,43],use:30,user:[18,55,61,62,64,65],util:8,value_print:8,variabl:32,vector:47,verifi:50,vgg_16_network:10,visual:58,volum:50,vpc:50,warp_ctc:9,what:44,when:32,why:[30,44],wmt14:13,word:[55,60],work:35,workflow:65,workspac:45,wrapper:42,write:[42,60],yaml:51,zoo:[58,59]}}) \ No newline at end of file +Search.setIndex({docnames:["about/index_en","api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/parameters_in_cpp","design/reader/README","design/releasing_process","design/scope","design/simple_op_design","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","design/scope.md","design/simple_op_design.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":62,"00186201e":5,"00m":46,"01852v1":9,"03m":46,"0424m":46,"0473v3":10,"055ee37d":52,"05d":59,"0630u":46,"06u":46,"0810u":46,"08823112e":5,"0957m":46,"0ab":9,"0rc1":32,"0rc2":32,"0th":67,"10007_10":66,"10014_7":66,"100gb":46,"100gi":52,"10g":25,"10m":46,"1150u":46,"11\u5b9e\u73b0\u4e86c":29,"11e6":53,"12194102e":5,"124n":46,"13m":53,"1490u":46,"15501715e":5,"1550u":46,"15mb":62,"1636k":67,"16mb":62,"16u":46,"173m":60,"173n":46,"1770u":46,"18ad":52,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":53,"197u":46,"1gb":46,"1st":[57,60,66,67],"202mb":67,"210u":46,"211839e770f7b538e2d8":10,"215n":46,"228u":46,"234m":60,"2520u":46,"252kb":62,"25639710e":5,"25k":62,"2680u":46,"27787406e":5,"279n":46,"27m":46,"285m":46,"2863m":46,"28m":46,"28x28":3,"2977m":46,"2cbf7385":52,"2nd":[9,66,67],"302n":46,"30u":46,"32777140e":5,"328n":46,"32u":46,"32x32":[13,59],"331n":46,"3320u":46,"36540484e":5,"365e":52,"36u":46,"3710m":46,"3768m":46,"387u":46,"38u":46,"3920u":46,"39u":46,"3rd":[64,66,67],"4035m":46,"4090u":46,"4096mb":49,"4279m":46,"43630644e":5,"43u":46,"448a5b355b84":53,"4560u":46,"4563m":46,"45u":46,"4650u":46,"4726m":46,"473m":53,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":49,"50bd":52,"50gi":52,"51111044e":5,"514u":46,"525n":46,"526u":46,"53018653e":5,"536u":46,"5460u":46,"5470u":46,"54u":46,"55g":67,"5690m":46,"573u":46,"578n":46,"5798m":46,"586u":46,"58s":53,"5969m":46,"6080u":46,"6082v4":9,"6140u":46,"6305m":46,"639u":46,"655u":46,"6780u":46,"6810u":46,"682u":46,"6970u":46,"6ce9":52,"6node":47,"6th":67,"704u":46,"70634608e":5,"7090u":46,"72296313e":5,"72u":46,"73u":46,"75u":46,"760u":46,"767u":46,"783n":46,"784u":46,"78m":46,"7eamaa":13,"7kb":53,"8250u":46,"8300u":46,"830n":46,"849m":46,"85625684e":5,"861u":46,"864k":67,"8661m":46,"892m":46,"901n":46,"90u":46,"918u":46,"9247m":46,"924n":46,"9261m":46,"93137714e":5,"9330m":46,"94u":46,"9530m":46,"96644767e":5,"983m":46,"988u":46,"997u":46,"99982715e":5,"99m":60,"99u":46,"9f18":53,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":26,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":26,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":26,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":32,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":26,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":26,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":26,"\u4e0b\u8f7d\u5230\u672c\u5730":26,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":29,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":26,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":28,"\u4e0d\u4f7f\u7528c":28,"\u4e0d\u4f7f\u7528swig":28,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":28,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":28,"\u4e0d\u5728":29,"\u4e0d\u5bb9\u6613\u51fa\u9519":26,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":28,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":28,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":26,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":32,"\u4e0e\u53ef\u80fd\u6709\u7684":32,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":28,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":29,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":28,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":28,"\u4e2a\u6027\u5316\u63a8\u8350":32,"\u4e2d":[28,29],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":28,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":29,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":26,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":29,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":26,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":29,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":28,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":29,"\u4e5f\u4e0d\u751f\u6210":29,"\u4e66\u5199":28,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":28,"\u4ece":32,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":29,"\u4ed6\u662f\u5c06":29,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":28,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":28,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0b":20,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":26,"\u4ee5\u53canumpi":20,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":28,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":28,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":29,"\u4f46\u4e0d\u66b4\u9732":29,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":32,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":32,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":29,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":28,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":28,"\u4f7f\u7528":[29,32],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":28,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":29,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":29,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":28,"\u4f7f\u7528c":29,"\u4f7f\u7528c99\u505a\u63a5\u53e3":28,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":28,"\u4f7f\u7528regress":32,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":28,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":28,"\u4f7f\u7528void":28,"\u4f8b\u5982":[20,28,29,32],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":28,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":28,"\u4f8b\u5982\u5bf9\u4e8epython":28,"\u4f8b\u5982c":28,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":28,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":28,"\u4f8b\u5982python\u7684":28,"\u4f9d\u6b21\u7c7b\u63a8":32,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":28,"\u4fee\u590d\u6240\u6709bug\u540e":32,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":32,"\u4fee\u590dubuntu":32,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":32,"\u505a\u63a5\u53e3":28,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":29,"\u5176\u4e2d":[28,32],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":29,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":32,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":29,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":29,"\u5177\u4f53\u8bf7\u53c2\u8003":29,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":28,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":28,"\u518d\u57fa\u4e8e":32,"\u5199\u4ee3\u7801":28,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":29,"\u51fd\u6570\u547d\u540d":28,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":32,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":32,"\u5206\u652f\u4e2d":32,"\u5206\u652f\u4e3a\u5f00\u53d1":32,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":32,"\u5206\u652f\u4e3a\u7a33\u5b9a":32,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":32,"\u5206\u652f\u5408\u5165":32,"\u5206\u652f\u5408\u5165master\u5206\u652f":32,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":32,"\u5206\u652f\u540d\u4e3a":32,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":32,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":32,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":32,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":32,"\u5206\u7247":19,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u5ffd\u7565":19,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5230":19,"\u529f\u80fd":26,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":32,"\u52a8\u6001\u5e93":28,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":29,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":32,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":29,"\u5373\u4f7f\u7528":29,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5373\u4f7fc":29,"\u5373\u4f8b\u5982":29,"\u5373\u4fbfpaddl":29,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":29,"\u5373\u66b4\u9732":29,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":28,"\u53c2\u6570":28,"\u53c2\u8003":[26,28],"\u53cc\u5411\u9a8c\u8bc1":26,"\u53d1\u5e03\u5230dockerhub":32,"\u53d1\u5e03\u5230github":32,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":29,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":28,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":28,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u7528":26,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":32,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u540c\u65f6\u518d\u5c06":32,"\u540c\u65f6\u63d0\u8d77":32,"\u540d\u5b57\u4fee\u9970":28,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":32,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":28,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,28,29,32],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":28,"\u56fe\u50cf\u5206\u7c7b":32,"\u5728":[29,32],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":29,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":20,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":29,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":26,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":29,"\u5728\u7528\u6237\u4f7f\u7528c":29,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":32,"\u5728\u8fd9\u4e2a":32,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":32,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":29,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":29,"\u5728c":28,"\u5728c\u7684\u5934\u6587\u4ef6":28,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":20,"\u5728paramet":19,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":29,"\u5747\u662f\u5728":29,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":26,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":28,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":28,"\u5982\u679c\u5931\u8d25":32,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":32,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":29,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":29,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":29,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":28,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":28,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":28,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":29,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":26,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":28,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":28,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":28,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":28,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":28,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":29,"\u5bf9\u4e8e\u6bcf\u79cdc":29,"\u5bf9\u6bd4":28,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":29,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":32,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":29,"\u5c06":32,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":28,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":32,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":32,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":28,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":29,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":28,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":26,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":26,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":28,"\u5e76\u5220\u9664":32,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5c06c":29,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":28,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":32,"\u5efa\u8bae":32,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":29,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":32,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":32,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":32,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":32,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":29,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":26,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":28,"\u5f97\u4f7f\u7528":28,"\u5fc5\u8981":29,"\u60c5\u611f\u5206\u6790":32,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":29,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":28,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":26,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":26,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[28,29],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":19,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":26,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":29,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":29,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":29,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":28,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":29,"\u628a":20,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u63a5\u53e3":[28,29],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":29,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":26,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":26,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":26,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":26,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":26,"\u6570\u636e":26,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":28,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":26,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6587\u4ef6":28,"\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":26,"\u6587\u4ef6\u5185\u5bb9\u4e3a":28,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":26,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":32,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":32,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":26,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":28,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65f6":19,"\u662f":26,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":28,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":29,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":28,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":29,"\u662f\u56e0\u4e3ac99\u652f\u6301":28,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":26,"\u662f\u6307":29,"\u662f\u7528\u6237\u4f7f\u7528c":29,"\u662fc":29,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":29,"\u6700\u540e\u5220\u9664":32,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":28,"\u6709\u6807\u51c6\u7684":28,"\u6709\u7684\u65f6\u5019":28,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":32,"\u672c\u6587\u6863\u63cf\u8ff0paddl":29,"\u673a\u5668\u7ffb\u8bd1":32,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":28,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":28,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":29,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":32,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":28,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":32,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u969410\u5206\u949f":19,"\u6bd4\u5982":20,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6ce8":19,"\u6d4b\u8bd5docker\u955c\u50cf":32,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":26,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":26,"\u7248\u672c\u5206\u652f":32,"\u7248\u672c\u53f7":32,"\u7248\u672c\u53f7rc":32,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":32,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":28,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":28,"\u751f\u6210\u6587\u6863":28,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":28,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":26,"\u7528":26,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":29,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":29,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":26,"\u7528\u6237\u901a\u8fc7c":29,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8ec":28,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":26,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":26,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":28,"\u7684\u5934\u6587\u4ef6":28,"\u7684\u63a5\u53e3\u6837\u5f0f":28,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":28,"\u7684\u7f29\u5199":26,"\u7684\u89c4\u8303":28,"\u7684\u89d2\u5ea6":20,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":26,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":28,"\u76ee\u5f55\u4e0b":29,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":28,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":29,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":28,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":28,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":28,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":32,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":32,"\u7b2c\u4e8c\u4e2a\u4e3a":32,"\u7b49":29,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":29,"\u7b49\u6587\u4ef6":29,"\u7c7b\u4f3c":29,"\u7c7b\u540d\u548cc":28,"\u7c7b\u578b":28,"\u7ea2\u697c\u68a6":57,"\u7ed3\u8bba":28,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":28,"\u7f16\u8bd1\u578b\u8bed\u8a00":28,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":32,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":32,"\u7f16\u8bd1c":29,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":32,"\u7f16\u8bd1ubuntu\u7684deb\u5305":32,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":29,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":28,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":29,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":26,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":28,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":28,"\u800c\u5bf9\u4e8egolang":28,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":28,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":29,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":28,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":29,"\u826f\u597d\u7684\u6587\u6863":28,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":29,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":28,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":28,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":29,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":32,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":32,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":32,"\u8bbe\u7f6e":29,"\u8bc6\u522b\u6570\u5b57":32,"\u8bcd\u5411\u91cf":32,"\u8be6\u7ec6\u8bbe\u8ba1":26,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":32,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":29,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":32,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":29,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":29,"\u8fd9\u4e09\u4e2a\u5206\u652f":32,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":29,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":29,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":29,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":28,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":28,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":29,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":29,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":29,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":29,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":20,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":28,"\u8fd9\u662f\u56e0\u4e3a":28,"\u8fd9\u6837":29,"\u8fd9\u6837\u4fdd\u8bc1":32,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":26,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":28,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":32,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":26,"\u901a\u5e38":29,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":29,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":26,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":32,"\u90a3\u4e48":29,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":28,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":26,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":28,"\u91cd\u547d\u540d\u6210":28,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":28,"\u9519\u8bef\u5904\u7406":28,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":28,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":28,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":29,"\u9700\u8981":20,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":26,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":29,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":32,"\u9700\u8981\u5f15\u7528":29,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":28,"\u9700\u8981\u6ce8\u610f\u7684\u662f":32,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":29,"\u9ed8\u8ba4256k":26,"\ufb01xed":67,"abstract":[33,44,49],"api\u4e2d\u4f7f\u7528":28,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":29,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":29,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":29,"api\u63a5\u53e3":26,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":29,"api\u65f6":29,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":29,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":29,"api\u66b4\u9732\u7684\u7c7b\u578b":29,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":29,"api\u7684\u5b9e\u4f8b":29,"api\u7684\u5b9e\u73b0\u7ec6\u8282":29,"api\u7684\u63a5\u53e3":29,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":29,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":29,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":29,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":29,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":32,"boolean":[9,27,28],"break":[17,62],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":32,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":32,"byte":26,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":28,"c\u6709\u6807\u51c6\u7684abi":28,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":28,"case":[9,29,31,35,42,44,46,50,52,58,62],"char":[22,64],"class":[5,6,7,8,9,11,12,13,15,16,28,33,34,48,59,66],"const":[22,30,33,34,44],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":29,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":29,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":29,"core\u6982\u5ff5":29,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":32,"deb\u5305\u7f16\u8bd1\u95ee\u9898":32,"default":[3,7,8,9,10,12,13,15,16,17,33,34,37,47,49,51,52,53,62,64,66,67],"enum":[22,34],"export":[9,36,59],"final":[10,35,36,43,44,66],"float":[3,7,8,9,11,13,34,35,44,46,51,57,60],"function":[3,5,9,10,11,13,16,18,21,22,23,25,30,31,33,34,35,42,44,46,47,49,58,59,62,65,66,67],"golang\u53ef\u4ee5\u4f7f\u7528":28,"golang\u7684":28,"h\u5e76\u4e0d\u56f0\u96be":28,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[3,5,8,9,16,17,33,35,42,46,52,57,58,59,60,62,66,67],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":26,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[3,7,8,9,10,13,21,22,25,28,29,31,34,44,51,62,65],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":28,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":32,"long":[2,9,10,13,37,46,65,66],"model\u505a\u5206\u652f\u7ba1\u7406":32,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[3,9,13,17,18,21,22,23,24,31,34,43,45,52,53,58,62,65,66],"note\u7684\u4e66\u5199":32,"null":[9,44,49],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":28,"paddle\u4f7f\u7528git":32,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":28,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":28,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":32,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":32,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":32,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":32,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":28,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":29,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":28,"paddle\u7684c":29,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":29,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":28,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":29,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":28,"paddle_\u7c7b\u578b\u540d":29,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":29,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":32,"patch\u53f7\u52a0\u4e00":32,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":26,"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":26,"pfsserver\u63d0\u4f9brest":26,"public":[13,33,34,44,47,52,53,66],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":32,"return":[3,7,8,9,10,12,13,15,16,20,22,25,33,34,35,42,44,52,58,60,62,63,64,67],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"short":[9,10,33,35,64,65,66],"static":[15,22,29,33,34,52],"super":44,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":28,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":28,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":28,"swig\u76f4\u63a5\u8bfb\u53d6c":28,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":28,"switch":[29,52,66],"tag\u4e3a":32,"throw":52,"true":[3,7,8,9,10,12,13,15,16,31,34,35,42,44,49,51,52,60,64,65,66,67],"try":[11,17,18,21,22,31,33,46,58],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":29,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":32,"void":[22,28,29,34,44],"while":[2,3,7,13,24,30,31,33,37,42,49,58,62,66,67],AGE:[52,53],AND:64,ARE:64,AWS:[20,45,54,55],Age:63,And:[3,8,9,11,13,15,24,25,31,33,39,42,51,52,53,57,60,64,66,67],But:[3,9,10,13,33],EOS:9,For:[2,3,8,9,11,13,15,16,21,22,23,25,30,31,34,35,36,37,42,43,44,46,47,48,49,51,57,59,60,62,66,67],Going:66,Has:3,IDs:[13,24,62],Ids:62,Into:52,Its:[3,42,52,64],Not:[16,18,47],ONE:3,One:[8,10,15,24,33,42,44,49,58,62,66,67],Ops:34,PFS:26,QoS:53,THE:3,TLS:[16,26,52],That:[9,13,31,37,49,51],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,18,21,23,24,25,27,29,31,33,34,35,36,37,38,39,42,43,44,46,47,49,51,52,53,57,58,59,60,62,63,64,65,66,67],Their:[3,9,18],Then:[5,9,36,37,42,43,44,46,52,53,57,59,64,65,66],There:[8,9,13,15,16,17,18,22,24,25,27,30,33,35,37,39,46,52,58,59,60,61,62,64,67],These:[8,34,47,51,59,65],USE:64,USING:64,Use:[3,8,13,16,27,31,37,44,46,49,50,52,64],Used:10,Useful:3,Using:[18,33,53,66],VPS:52,WITH:43,Will:[13,15],With:[3,9,10,35,58,65],YES:25,Yes:37,___fc_layer_0__:52,__doc__:34,__file__:25,__impl__:34,__init__:44,__main__:60,__meta__:64,__name__:60,__rnn_step__:42,_binari:17,_error:58,_librari:17,_link:10,_proj:9,_res2_1_branch1_bn:60,_source_language_embed:[42,57],_target_language_embed:[42,57],_test:17,aaaaa:20,aaaaaaaaaaaaa:52,abc:9,abl:[9,16,58,66],about:[5,9,10,17,25,27,33,34,35,46,48,49,52,56,65,66,67],abov:[3,5,8,9,16,17,18,21,34,35,37,43,46,52,53,58,60,62,65],abs:[10,58],absolut:[2,47],academ:63,acceler:[19,51],accept:[3,5,7,13,16,31,62,65],acceptor:65,access:[2,9,10,16,17,21,24,25,42,67],accessmod:52,accident:63,accomplish:37,accord:[2,3,8,9,22,47,48,49,51],accordingli:[5,8,9,44],accordingto:65,accrod:10,accumul:[18,22],accur:24,accuraci:[8,44,62,63,66],achiev:[46,59],ack:49,acl:66,aclimdb:66,across:[9,13],act:[9,10,35,42,62],act_output:34,act_typ:62,action:[52,63],activ:[0,5,10,14,17,34,35,36,42,44,49,62,66],activi:10,actual:[3,34,35],adadelta:62,adagrad:62,adam:[16,22,62,66,67],adamax:62,adamoptim:[57,62,66,67],adapt:[8,11,15,35,66,67],add:[3,9,10,13,17,24,33,35,36,43,44,46,51,62,64],add_depend:17,add_execut:17,add_input:44,add_test:[17,44],add_to:9,add_unittest_without_exec:44,addattr:34,addbia:44,addcom:34,added:[3,8,43,44],adding:60,addinput:34,addit:[9,10,37,62],address:[18,22,37,46,49],addrow:44,addtion:47,addtolay:9,addtyp:34,adject:66,adjust:35,admin:63,administr:24,adopt:65,advanc:[42,46,49],advantag:66,adventur:63,adverb:66,adversari:31,advic:46,affect:9,afford:21,afi:3,aforement:[17,47],after:[9,13,17,21,22,24,27,30,36,39,42,43,44,47,49,51,52,53,58,59,60,62,64,65,66,67],again:[16,18,46],against:52,age:[13,64],agg_level:9,aggreg:52,ago:17,aid:46,aim:[66,67],aircraft:67,airplan:59,aistat:9,alex:[9,66],alexnet_pass1:51,alexnet_pass2:51,algorithm:[9,11,21,35,42,57,59,66,67],alia:[6,7,9],align:[9,10,13,67],all:[0,3,7,8,9,11,16,17,18,22,24,25,27,29,34,35,37,42,43,44,46,47,48,49,51,52,53,57,58,60,62,63,64,65,66,67],alloc:[7,22,25,44,51],allow:[16,22,37,43,44,46,49,52,62],allow_only_one_model_on_one_gpu:[48,49,51],almost:[35,47,57],along:66,alpha:17,alreadi:[17,18,33,37,46,47,49,52,53,66],alreali:[48,67],also:[2,3,9,10,13,16,17,23,30,31,33,34,36,37,42,44,46,47,53,58,59,60,62,65,66],although:35,alwai:[5,9,10,15,17,31,35,49,52,67],amaz:59,amazon:[52,53,62,66],amazonaw:52,amazonec2fullaccess:52,amazonelasticfilesystemfullaccess:52,amazonroute53domainsfullaccess:52,amazonroute53fullaccess:52,amazons3fullaccess:52,amazonvpcfullaccess:52,ambigu:[31,65],amd64:[36,52],american:59,among:[52,66],amount:[46,66],analysi:[35,46,61,65],analyz:[62,66],andd:52,ani:[2,3,9,10,13,16,17,18,22,24,25,31,46,52,62,64,67],anim:63,annot:65,annual:65,anoth:[3,9,15,16,25,33,34,37,49,52,65,66],ans:52,answer:[35,52,65],anyth:[13,31,43,52,65],api:[9,13,15,16,17,22,23,25,26,30,32,36,44,46,52,56,58,62,64,66],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:64,api_trainer_config_helpers_lay:42,api_trainer_config_helpers_layers_context_project:64,api_trainer_config_helpers_layers_cos_sim:64,api_trainer_config_helpers_layers_data_lay:64,api_trainer_config_helpers_layers_embedding_lay:64,api_trainer_config_helpers_layers_fc_lay:64,api_trainer_config_helpers_layers_pooling_lay:64,apiserv:52,apivers:[52,53],apo:67,appar:67,appear:65,append:[3,15,31,42,44,47],append_gradient_machin:15,appleclang:36,appleyard:46,appli:[0,9,33,42,44,59,62],applic:[37,46,52,53,66],appreci:[43,66],approach:[9,30],apt:[36,39,59],arbitrari:9,architectur:[57,65,66,67],architecur:66,archiv:[13,28,29],arg:[3,8,10,13,34,35,48,58,59,60,62,65,66],arg_nam:9,argu:65,argument:[3,5,9,13,21,30,42,44,49,50,57,58,59,60,64,65,66,67],argv:60,arn:52,around:[3,9,24,52],arrai:[5,7,9,13,15,22,31,35,60],art:[35,65],articl:[43,47,53],artifact:52,artifici:58,artist:63,arxiv:[9,10,58,66],as_row_vector:9,ask:[18,24],aspect:66,assign:[8,9,21,49,52],associ:[30,65,66,67],assum:[8,9,42,51,57],assur:2,astyp:[31,58],asyc:18,async:[18,48],async_count:49,async_lagged_grad_discard_ratio:49,async_lagged_ratio_default:[48,49],async_lagged_ratio_min:[48,49],asynchron:[18,49],atla:36,atlas_root:36,attenion:10,attent:[9,10,37,67],attitud:66,attr1:9,attr2:9,attr:[7,9,10,34,42],attr_map:34,attribut:[3,9,10,14,33,34,44,57,65],attrproto:34,attrtyp:34,attrvalu:34,auc:48,aucvalidationlay:49,authent:52,author:[26,52,60],authorized_kei:47,auto:[28,33,44,46,61,64],autom:[52,67],automak:36,automat:[9,16,22,34,36,42,43,44,47,48,49,52,64,65,67],automaticli:9,automobil:59,avail:[18,22,36,52],availabel:36,averag:[8,9,12,21,49,60,62,64,65,66,67],average_test_period:[48,49,65],average_window:66,averagepool:9,avg:[46,62],avgcost:[62,64,66,67],avgpool:[9,62],avoid:[18,30,46],avx:[36,37,39,43],await:53,awar:[16,18,37,52],aws:26,aws_account_id:52,awsaccountid:52,awskeymanagementservicepowerus:52,b2t:57,b363:53,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:53,ba5f:52,back:[3,18,37],background:8,background_id:8,backward:[6,9,10,22,30,42,44,49,51],backward_first:42,backwardactiv:44,bag:[62,66],baidu:[0,35,39,53,57],baik:57,balanc:[49,52,58],balasubramanyan:66,bank:65,bardward:10,bare:53,barrier:49,barrierstatset:46,base:[8,9,12,13,16,21,35,39,42,44,46,47,49,52,57,58,62,64,66,67],baseactiv:10,baseev:15,basematrix:44,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[37,43,52,53],bashrc:36,basic:[3,9,15,37,43,44,62,63,66],batch:[3,9,10,11,13,15,16,18,20,44,47,49,52,53,58,59,60,62,64,65,66,67],batch_0:60,batch_id:15,batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,31],batch_siz:[3,13,35,47,57,58,59,62,64,66,67],batchsiz:[9,44],bazel:17,bbbbb:20,bbox:8,bcd:9,bcebo:13,beam:[9,42,49,65,67],beam_gen:[9,42],beam_search:[15,42],beam_siz:[9,42,48,49,51],beamsiz:67,becaus:[5,8,9,13,16,17,18,22,30,31,33,42,44,51,52,59,62,65],becom:[33,46],been:[3,17,21,36,59,62,65,66,67],befor:[5,9,10,18,24,27,30,31,37,43,47,52,59,66,67],begin:[5,8,9,22,27,44],beginiter:[15,16],beginn:42,beginpass:[15,16],begintrain:16,behavior:46,being:[18,24,31,58],belong:[9,33,67],below:[3,9,13,18,22,30,31,42,44,46,47,52,58,59,62,64],benefit:[10,24,25],bengio:9,bertolami:66,besid:[2,9,13,67],best:[9,17,36,37,49,62,64,66,67],best_model_path:65,besteffort:53,beta1:11,beta2:11,beta:60,better:[9,10,17,35,47,52,58,64],between:[8,9,11,17,18,22,29,30,33,35,52,58,62,63,66,67],bgr:60,bi_gru:10,bi_lstm:10,bia:[9,10,11,42,44,60],bias:[9,44],bias_attr:[9,10,35,42],bias_param_attr:10,biases_:44,biasparameter_:44,biassiz:44,bidi:53,bidirect:[9,10,42,65,67],bidirectional_lstm_net:66,big:46,bigger:18,biggest:66,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:46,bin:[36,37,47,52,53,64],binari:[3,8,9,13,17,25,46,52,57,62,66],bind:33,bird:59,bison:36,bit:62,bitext:67,bla:36,blank:[9,52],block:[9,19,22,35,44,46,49,60,66],block_i:9,block_x:9,blog:66,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:66,book:[13,42],bool:[3,7,8,9,10,12,13,44,49,51,62,66],boot:[9,42],boot_bia:9,boot_bias_active_typ:9,boot_lay:42,boot_with_const_id:9,bootstrap:36,bos_id:[9,42],both:[0,6,7,9,10,16,17,18,24,37,42,44,46,52,58,60,62],bottleneck:[46,60],bottom:66,boundri:8,bow:[62,66],box:46,brain:24,branch:[9,16,17,32],breadth:[49,67],brendan:66,brew:36,brief:[17,22],briefli:46,broadcast:18,broken:43,brought:43,brows:37,browser:[37,52],bryan:66,bucket_nam:52,buf_siz:13,buffer:[3,13,31,33,49],buffer_s:13,buffered_read:31,bug:[43,52],bui:66,build:[0,9,13,17,25,34,35,37,40,49,52,54,55,57,59,60,62,64,66,67],build_dict:13,built:[0,17,34,36,37,58,65],bunch:[46,62],bunk:66,button:[43,52],c11:28,c703c041:43,c99:29,c99e:52,cach:[62,65],cache_pass_in_mem:[3,62,65],cachetyp:[3,62,65],calc_batch_s:[3,65],calcul:[3,8,9,10,11,18,22,42,44,46,49,51,58,64],call:[3,8,9,10,16,21,22,23,25,33,34,35,37,42,43,44,46,49,52,59,60,62,66,67],callabl:[3,7,9,13],callback:44,caller:52,caltech:59,can:[2,3,5,7,8,9,10,13,15,16,17,18,21,24,25,30,31,34,35,36,37,39,42,43,44,46,47,48,49,51,52,53,57,58,59,60,62,64,65,66,67],can_over_batch_s:[3,65],cancel:[24,43],candid:9,cannot:[33,44],caoi:67,capabl:[36,66],capac:52,capi:28,capi_prvi:29,caption:[35,67],captur:[35,47],card:47,care:[10,25,31,48,49,63],carefulli:[47,49,60],cast_to_op_attr:34,cat:[37,59,60,66],categor:65,categori:[9,13,18,62,66],categorig:13,categoryfil:53,caus:[18,27],caution:[52,53],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:67,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10,66],center:3,ceph:[20,53],cephf:[20,25,26],certain:[2,33,48,65],certif:[16,26,52],cffi:28,cfg:53,cgo:28,chain:[13,44],challeng:[9,18],chanc:[16,44,62],chang:[9,13,17,21,25,30,31,33,35,37,42,43,44,46,49,52,62,66],channel:[9,46,47,60],channl:[47,60],charact:[62,64],character:35,characterist:[51,59],check:[3,13,17,35,36,37,43,49,51,52,63],check_align:13,check_attr:34,check_eq:44,check_fail_continu:3,check_l:44,check_sparse_distribution_batch:[48,49],check_sparse_distribution_in_pserv:[48,49],check_sparse_distribution_ratio:[48,49],check_sparse_distribution_unbalance_degre:[48,49],checkgrad:49,checkgrad_ep:49,checkout:43,checksum:26,children:63,china:37,chines:61,chmod:[36,52],choic:[17,37,63],choos:[49,62,64],chosen:[2,63,67],chunk:[21,26,58,65],chunk_schem:8,chunktyp:8,cifar:[58,59],cifar_vgg_model:59,claim:52,claimnam:52,clang:[28,36,37,43],clarifi:8,class1:66,class2:66,class_dim:66,classfic:[60,66],classfiic:59,classic:[9,35],classif:[3,5,9,51,60,61,62,66,67],classifc:66,classifi:[58,59,60,62,66],classification_cost:[59,62],classification_error_evalu:[8,58,62,66,67],classification_evalu:8,claster:52,clean:[5,17,30,43,64],clear:[8,17,30,33],clearer:30,clearli:33,cleric:63,cli:52,click:[43,46,52],client:23,clip:[7,49,62,66],clock:9,clone:[9,36,37],close:[3,31,43],closer:35,cloud:[17,18,25,26,27],cls:62,cludform:52,cluster:[16,18,22,48,49,53,62,67],cluster_train:47,cm469:52,cmake3:36,cmake:[29,36,44,46],cmakelist:[17,44],cmatrix:[28,29],cmd:53,cna:9,cname:52,cnn:[9,53,60,62],code:[0,3,5,9,13,16,17,24,30,31,34,35,36,37,38,42,44,45,46,47,52,53,58,62,63],coeff:9,coeffici:9,collabor:18,collect:[9,13,15,35,63],collectbia:44,colleg:63,color:[59,60],colour:13,column:[8,9,31,44,57,67],column_evalu:8,colunm:67,com:[9,10,13,17,36,37,39,43,52,53,60],combin:[8,9,10,13,15,33,58,64,66],come:66,comedi:63,comma:[22,49,57],command:[2,5,17,25,27,35,36,37,39,43,44,45,46,47,52,53,54,55,57,58,59,60,64,65,66],commandlin:[46,66],commenc:62,comment:[9,17,34,43,62,66],commit:17,commnun:47,common:[20,42,44,48],common_util:47,commonli:[27,42,46,51],commun:[0,18,22,23,44,47,52],compani:66,compar:[17,44,58,62],comparison:17,compat:3,compet:66,competit:58,compil:[9,17,34,36,37,43,44],complaint:17,complet:[0,5,9,10,13,15,18,21,22,26,44,52,53,62],complex:[2,3,10,24,31,42,46,62],complic:9,compon:44,compos:[13,16,58,65],composenotalign:13,compress:21,comput:[9,10,16,18,33,35,36,37,42,44,46,51,52,62,64,65,66],computation:[9,42],conat:9,concat:[42,67],concaten:10,concept:[3,8,16,30,33,37,42],concern:16,concurr:[18,24],concurrentremoteparameterupdat:49,condit:[9,21,42,47,53,67],conduct:46,conf:[5,9,47,57,58,60,67],conf_paddle_gradient_num:52,conf_paddle_n:52,conf_paddle_port:52,conf_paddle_ports_num:52,conf_paddle_ports_num_spars:52,confid:66,config:[3,7,9,10,20,27,35,44,47,48,49,52,53,57,58,59,60,62,66,67],config_:49,config_arg:[48,49,51,60,62,65,66],config_bas:[8,9,15],config_fil:65,config_gener:[47,64],config_lay:44,config_len:22,config_pars:[5,44],config_proto:22,configur:[1,2,3,5,9,22,24,25,35,41,44,46,49,57,59,60,66,67],confirm:27,conflict:[33,43],confront:67,congest:49,conll05st:65,conll:[13,65],connect:[2,10,25,35,44,52,53,58,59,60,62,64,66],connectionist:[9,66],connor:66,consequ:[9,10],consid:[8,9,11,36,37,46,51,59],consider:[3,10],consist:[8,9,13,21,31,34,59,60,62,65,67],consol:[46,52],constant:44,constraint:33,construct:[3,5,8,16,33,34,42],constructor:[33,34,44],consum:[18,66],contact:18,contain:[3,8,9,10,12,13,15,16,21,30,33,34,38,39,42,43,47,52,59,60,62,63,66,67],containerport:52,contemporan:66,content:[22,27,53,65,66],content_len:22,context:[9,10,13,33,42,57,62,64,65,66,67],context_attr:10,context_len:[9,10,62],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,62],contibut:43,contin:52,continu:[3,8,18,39,49],contrast:[9,67],contribut:[0,38,45,66],contributor:0,control:[7,37,43,49,52,53,67],conv:10,conv_act:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_layer_attr:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,34,47],convent:22,converg:[47,58,66],convert:[3,5,13,20,31,57,59,60,62,64],convlay:9,convolut:[9,10,13,58,60,64],convoper:9,convtran:9,convtranslay:9,cool:[3,43],coordin:[18,22],copi:[15,16,21,24,27,37,43,52,58,64],copy_shared_paramet:58,copytonumpymat:58,core:[3,7,29,30,49,67],coreo:52,corespond:65,corpora:67,corpu:[13,65],correct:[3,9,44,52],correctli:[8,13,44,58],correl:[35,59,66],correspoind:16,correspond:[3,5,16,17,34,35,43,44,59,63,65,66,67],corss_entropi:16,cos:[9,34],cosin:[9,34,64],cosineop:34,cosineopproto:34,cosineopprotomak:34,cost:[5,11,15,16,35,49,58,62,64,66,67],cost_id:9,could:[3,5,9,13,15,16,21,30,31,37,46,47,52,62,64],count:[8,18,25,31,46,49,51,53,57,64,65,66,67],counter:[18,21],coupl:35,cours:[8,25],coverag:36,coveral:36,coveralls_uploadpackag:36,cpickl:60,cpp:[28,29,30,43,44,46,62,64,67],cpu:[2,3,7,9,25,30,32,36,39,46,49,53,58,65,66,67],cpuinfo:37,cpusparsematrix:29,craftsman:63,crash:[18,46,47,49],crazi:47,creat:[5,7,9,13,15,16,18,22,26,27,30,35,36,37,44,47,49,57,58,59,67],create_bias_paramet:44,create_doc_str:34,create_input_paramet:44,create_python_ops_creatation_funct:34,createargu:58,createfromconfigproto:[5,58],createop:34,createorgetvari:33,createstack:52,createvari:33,creation:52,creationd:52,creator:[13,20],credenti:27,credit:58,crf:65,crime:63,critic:66,crlf:43,crop:60,crop_siz:60,cross:[9,62,65],cross_entropi:[9,16,58],cross_entropy_with_selfnorm:9,crt:26,csc:44,cslm:67,csr:44,csv:63,ctc:8,ctc_evalu:8,ctest:[37,43],ctrl:[47,64],ctx:65,ctx_0:65,ctx_0_slot:65,ctx_n1:65,ctx_n1_slot:65,ctx_n2:65,ctx_n2_slot:65,ctx_p1:65,ctx_p1_slot:65,ctx_p2:65,ctx_p2_slot:65,cub:59,cuda:[17,36,37,39,46,47,49],cuda_dir:[48,49],cudaconfigurecal:46,cudadevicegetattribut:46,cudaeventcr:46,cudaeventcreatewithflag:46,cudafre:46,cudagetdevic:46,cudagetdevicecount:46,cudagetdeviceproperti:46,cudagetlasterror:46,cudahostalloc:46,cudalaunch:46,cudamalloc:46,cudamemcpi:46,cudaprofilerstart:46,cudaprofilerstop:46,cudaruntimegetvers:46,cudasetdevic:46,cudasetupargu:46,cudastreamcr:46,cudastreamcreatewithflag:46,cudastreamsynchron:46,cudeviceget:46,cudevicegetattribut:46,cudevicegetcount:46,cudevicegetnam:46,cudevicetotalmem:46,cudnn:[9,12,17,36,39,49],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[48,49],cudnn_convt:9,cudnn_dir:[48,49],cudrivergetvers:46,cuinit:46,cumul:9,curl:[36,52],current:[3,9,17,18,22,30,33,35,37,42,43,44,47,49,52,62,66,67],current_word:42,currentcost:[62,64,66,67],currentev:[62,64,66,67],curv:[16,59,65],custom:[2,3,16,25,44,52,63,66],custom_batch_read:31,cutoff:13,cycl:18,cyclic:9,cython:28,d3e0:52,dai:67,daili:66,dalla:3,dan:65,danger:3,darwin:52,dat:[13,20,47,64],data:[1,2,3,5,8,10,11,15,16,20,21,26,30,33,34,36,37,42,44,46,47,48,49,51,54,60,63],data_batch_gen:58,data_dir:[57,59,66,67],data_feed:13,data_fil:35,data_initialz:62,data_lay:[3,35,58,59,62,65],data_nam:13,data_read:[13,31],data_reader_creator_random_imag:31,data_sourc:58,data_typ:[13,42],databas:[13,66],datacent:[20,27],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,35,47,64,65],dataprovider_bow:62,dataprovider_emb:62,dataproviderconvert:5,datasci:9,dataset:[1,3,20,25,31,35,42,49,57,59,60,62,65,66],date:65,db_lstm:65,dcgan:58,dcmake_install_prefix:36,dead:18,deal:58,deb:[38,39],debian:[37,38],debug:[3,27],decai:[11,59],decar:13,decent:21,decid:[16,24,31],declar:[9,64],decod:[9,10,42,65,67],decoder_boot:42,decoder_group_nam:42,decoder_input:42,decoder_mem:42,decoder_prev:10,decoder_s:42,decoder_st:[10,42],deconv:9,deconvolut:9,decor:[3,13,44],decreas:35,decrypt:52,deep:[0,9,24,35,37,40,46,58,59,60,62,65],deeper:[35,37,60],deer:59,def:[3,9,13,16,20,25,31,34,35,42,44,58,60,62,65],defalut:[9,49,51],default_devic:51,default_valu:51,defect:30,defer:24,defferenct:3,defin:[2,3,9,10,13,15,16,17,18,24,31,33,34,35,42,44,47,49,57,58,59,65],define_py_data_sources2:[3,35,59,60,62],defini:67,definit:[3,13,18,21,34,35,37,57,62,66],degre:9,delai:49,delar:62,delet:[18,25,26],deletestack:52,delimit:[8,63,64],delv:9,demand:18,demo:[9,13,47,53,54,57,58,59,60,61,62,63,64,65,66,67],demograph:63,demolish:53,demonstr:[35,42,58,64],denot:[51,62,63,65],dens:[3,9,13,22,23,44,52,62,64],dense_arrai:13,dense_vector:[3,5,13,35],dense_vector_sequ:13,dep:17,depend:[17,18,25,35,37,39,47,51,59,63],deploi:[9,47,51],deploy:[47,52],deprec:9,deriv:[6,16],desc:34,descent:[9,18],describ:[16,17,21,30,34,35,43,44,52,53,58,62,65],describestack:52,describestackev:52,describestackresourc:52,descript:[5,8,17,36,43,50,52,59,64],deseri:[15,30],design:[3,9,13,28,66],desir:[18,52,53,57],destin:[22,27],destruct:33,destructor:44,det_output:8,detail:[3,5,7,8,9,10,11,21,25,27,33,36,42,43,44,46,47,50,51,52,53,57,58,60,62,64,66,67],detect:43,detection_evalu:8,detection_output:8,determin:[3,9,13,44,58],dev:[36,37,43,59,67],devel:36,develop:[0,17,30,32,36,48,49,67],deverlop:49,deviat:7,devic:[7,30,49,67],deviceid:51,devid:[9,49],dez:66,diagnos:47,diagram:60,dict:[3,8,13,15,62,64,66,67],dict_dim:66,dict_fil:[8,62,65],dict_siz:13,dictionai:62,dictionari:[3,8,9,13,15,16,51,60,62,64,65,66,67],dictsiz:67,did:[3,30],diff:43,differ:[3,8,9,15,17,18,22,24,33,35,37,42,43,44,47,49,52,53,57,59,60,62,66,67],difficult:[8,35],dig:[37,46,52],digit:[3,9],dim:[9,13,44,57,60,62,66],dimens:[6,9,12,13,44,51,57,62,64,66],dimension:[3,35,42,44,58,62],dimenst:57,dimes:9,dir:[47,60,62,64,65,66,67],dirctori:37,direct:[9,10,37,60,65],directli:[2,3,10,17,23,25,30,34,35,37,47,53,66],directori:[2,9,17,20,24,26,27,36,37,43,46,47,49,53,59,60,62,64,65,66,67],diretcoti:60,dis_conf:58,dis_train:58,dis_training_machin:58,disabl:3,discard:[13,18,21,43,49],discount:9,discov:[18,65],discoveri:52,discrep:46,discrimin:58,discriminator_train:58,discuss:[16,21,22,23],disk:53,dispatch:[30,47,49],displai:[25,27],disput:67,dist_train:[16,25],distanc:8,distibut:57,distinguish:[17,47,58,67],distribut:[9,21,22,23,24,36,45,53,54,55,58,62,65],distribute_test:[48,49],distributedli:44,disucss:16,divid:[11,34,48,59,67],diy_beam_search_prob_so:[48,49],dmkl_root:36,dns:52,do_forward_backward:31,doc:[5,10,13,36,37,43,47],docker:[32,38,43,52,54,55],docker_build:16,docker_push:16,dockerfil:[37,43],dockerhub:37,doctor:63,document:[3,5,10,26,36,43,51,59,62,64,65,66],documentari:[3,63],doe:[3,5,10,18,21,22,24,25,30,31,35,39,44,46,62,64,65],doesn:[7,9,13,16,31,43,46,53,67],dog:[59,60],doing:[24,46],domain:52,don:[10,16,17,31,35,52,66],done:[8,9,10,17,18,21,22,43,46,52,58,66],dopenblas_root:36,dot:[49,60,67],dot_period:[49,51,58,59,64,66,67],dotmuloper:9,dotmulproject:9,doubl:[3,36,49],down:[46,62],download:[13,17,18,24,26,37,39,58,59,62,65,66],download_cifar:59,downsampl:59,doxygen:[36,43],dozen:17,dpkg:39,drama:63,drive:33,drop:3,drop_rat:7,dropout:[7,44,62],dropout_r:9,drwxr:53,dst:22,dtoh:46,dtype:[5,35,60],dubai:67,due:[21,24,63],dummi:21,duplic:63,durat:[21,46],dure:[2,3,9,10,18,21,24,25,35,44,48,49,52,62,64,65,67],durn:3,dwith_c_api:29,dwith_doc:36,dwith_profil:46,dwith_python:29,dwith_swig_pi:29,dwith_tim:46,dyld_library_path:9,dynam:[2,3,22,29,31,36,46,49],dynamic_cast:44,each:[2,3,5,8,9,12,13,15,17,18,21,22,24,25,30,31,33,34,35,37,42,43,44,47,49,51,52,57,59,60,62,63,64,65,66,67],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,31,60],easi:[0,31,37,44,47,62],easier:[16,31,44],easili:[16,31,33,35],echo:[37,64,66],edit:[8,37,52],editor:37,edu:[13,52,53,59],educ:63,eeoi3ezpr86c:52,effect:[3,49,52],effici:[0,2,3,9,42,44],efg:9,efs:52,efs_dns_nam:52,efsvol:52,eight:65,either:[9,13,15,16,46,62,64],elb:52,elbapis:52,elec:62,electron:[53,62],elem_dim:9,element:[3,5,8,9,10,13,15,21,31,62,66,67],element_typ:22,elif:[16,34],elimin:65,els:[9,16,25,33,34,37,44,60,62],emac:37,emailweixu:17,emb:[53,62],embed:[16,42,61,64,66],embedd:65,embedding_lay:62,embedding_nam:[9,42],embedding_s:[9,42],emphas:46,empir:9,emplace_back:44,emploi:[34,42,63],empti:[8,13,18,35],emul:67,enabl:[3,7,9,17,21,46,47,49,52],enable_grad_shar:[48,49],enable_parallel_vector:49,enc_proj:[10,42],enc_seq:10,enc_vec:42,encapsul:22,encod:[10,21,42,67],encoded_proj:[10,42],encoded_sequ:[10,42],encoded_vector:42,encoder_last:9,encoder_s:42,encrypt:52,encrypt_decrypt:52,end:[3,8,9,30,31,33,35,42,43,49,57,65,66,67],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[20,52],endtrain:16,engin:[0,25,46,63],english:[3,9,67],enjoi:37,enough:35,ensembl:10,ensur:[3,18,33,44],enter:[37,63],entir:[9,10,22,24,66],entiti:[8,33],entri:[13,21,25,44,52,63],entropi:[9,62,65],entry_point:25,enumer:[6,62],enumerate_data_types_of_data_lay:13,env:52,environ:[9,16,36,37,39,43,46,47,48,49,52,53,58,59,64],eol:43,eos_id:[9,42],epel:36,epoch:63,epsilon:11,equal:[9,10,18,49],equat:[8,9,10,11,37],equilibrium:58,equip:[36,42],equival:[9,16,34],error:[7,8,9,11,16,21,27,33,35,39,44,47,49,52,59,60,62,63,64,66,67],error_clipping_threshold:7,especi:[3,10,65],essenc:16,essenti:[9,16,36,65,67],estat:35,estim:[9,16],eta:53,etc:[8,13,31,33,37,47,48,51,52,66,67],etcd:[18,21,22,24],etcd_addr:22,eth0:[47,52],ethternet:47,eval:[8,62,64,66,67],eval_bleu:67,evalu:[2,9,14,15,24,46,47,62,66,67],evaluate_difficult:8,evaluate_pass:66,evalut:[35,67],even:[16,31,46,49,66],evenli:[22,52],event:53,event_handl:[15,16],everi:[2,3,8,9,10,13,16,18,21,22,24,33,34,42,43,44,49,62,65,66,67],everyth:[35,43],evid:30,exactli:[3,9,10,37,52,65],exampl:[2,3,8,9,10,11,13,15,25,27,30,31,35,36,37,42,43,44,46,47,48,49,51,52,53,59,60,61,62,66,67],exceed:9,except:[3,13,24,51,57,66],exchang:30,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[37,49],execut:[17,18,21,25,44,46,52,63,65,66],exist:[16,18,27,31,34,44,49,52,63,66],exit:[22,27,49,53],expand:[44,65,66,67],expand_a:9,expand_level:9,expandconvlay:9,expans:9,expect:[9,46,66],expens:67,experi:51,expert:17,expir:18,explain:[3,8,18,47,58,66],explan:[9,25,33,36,62,67],explanatori:[35,37],explicit:44,explicitli:[3,16],exploit:59,explor:9,exponenti:6,expos:[23,37,52],express:[16,52,66],extend:[0,8],extens:[24,63,64,67],extent:29,extern:[3,17,28,29],external_librari:17,extra:[7,9,10,35],extra_lay:15,extraattr:[7,51],extraattribut:9,extraattributenon:9,extract:[8,9,30,52,59,65,66],extract_fea_c:60,extract_fea_pi:60,extract_para:57,extralayerattribut:[7,10],extralayeroutput:10,extrem:[9,46],extremli:2,f120da72:53,f7e3:52,fa0wx:53,fabric:47,face:17,facotr:9,fact:60,factor:[7,9,11],factori:28,fail:[3,18,21,49,51,53,59],failur:[18,22],fake:58,fake_imag:31,falloc:26,fals:[3,7,8,9,10,11,13,31,35,42,44,49,51,53,57,62,64,65,66,67],false_label:31,false_read:31,famili:67,familiar:[3,35],fanscin:3,fantasi:63,fantast:62,far:0,farmer:63,fascinatingli:2,fast:[9,21,46],faster:[9,10,18,42,46,66],fault:21,favourit:37,fbd1f2bb71f4:53,fc1:[44,51],fc2:51,fc3:51,fc4:51,fc8a365:52,fc8a:52,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[34,35,44,51,62,64],fc_layer_nam:10,fc_mat:15,fc_op:34,fc_output:34,fc_param_attr:10,fclayer:44,fdata:65,fea:60,fea_output:60,feat:66,featur:[3,6,9,13,43,49,59,62,66,67],feature_map:64,feed:[10,13,15,16,35,66],feedback:0,feeder:13,feedforward:59,femal:63,fernan:66,festiv:3,fetch:[13,18,42,43,44],few:[3,17,18,31,37],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,34,46,52],figur:[16,17,42,44,46,57,58,59,60,65,66,67],file1:67,file2:67,file:[2,3,5,8,9,13,15,16,17,18,20,21,22,24,25,26,27,29,31,35,36,37,42,43,44,47,49,57,59,60,65,66,67],file_list:3,file_nam:[3,35,60,62,65],filenam:[3,20,64],fileoffset:26,filer:9,filesystem:[24,25,26,37,52],fill:[9,18,21,52,62],film:63,filter:[9,60],filter_s:[9,10],filter_size_i:9,finali:47,find:[9,11,18,33,37,46,59,66,67],fine:[7,21,64],fingerprint:52,finish:[3,18,21,24,25,34,37,47,52,53,59],finit:44,first:[3,9,13,16,18,21,24,25,27,34,35,37,39,42,43,44,46,49,51,52,57,58,59,60,62,64,65,66,67],first_seq:42,firstli:[8,9],firstn:13,firstseen:53,fit:[2,13,43],five:[46,62],fix:[3,7,28,43,67],flag:[13,49,58,59,65],flexiabl:31,flexibl:[0,2,9,10,16,22,42],flight:67,float32:[5,13,31,35,58,60],floor:9,flow:[32,43],fly:[35,62],fnt03:52,focu:[3,46],folder:[17,20,25,27,36,52,59,66,67],follow:[2,3,8,9,10,11,13,16,17,18,21,25,31,33,34,36,37,39,42,43,44,46,47,51,52,53,54,55,57,58,59,60,62,63,64,65,66,67],fool:58,forbid:16,force_load:28,forecast:66,forget:[11,16,66],fork:9,form:[2,3,9,10,11,46,65],format:[2,3,8,13,21,35,43,44,49,52,57,59,63,64,66],former:[16,17,67],formula:[9,10],formular:9,forward:[6,9,10,22,30,42,44,51,58,65,66],forwardactiv:44,forwardtest:5,found:[3,5,9,33,36,42,58,59,62,66],four:[3,8,39,57,60,62,64,65,66],frame:8,framework:[16,33,34,44,60,62,66],free:[13,67],french:67,frequenc:[13,46,57,62,66],frequent:[21,31,47,67],fresh:24,friend:33,frog:59,from:[0,3,5,8,9,10,13,15,17,18,20,21,22,27,30,31,33,35,37,42,43,44,46,47,49,51,52,53,57,58,59,60,62,63,64,65,66,67],from_no_sequ:9,from_sequ:9,from_tar:15,fromfil:[31,35,60],fulfil:46,full:[9,18,24,37,42,44],full_matrix_project:[10,42],fulli:[35,43,44,46,58,59,60,62,64,66],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:57,fullyconnectedlay:44,func:[13,21],fundament:35,further:[9,34],futur:[9,24],fvs:34,gain:9,game:58,gamma:60,gan:16,gan_train:58,gangliao:17,gap:49,gate:[9,10,66],gate_act:[9,10],gate_recurr:9,gather:[9,30,44],gauss:7,gaussian:58,gcc:[28,36,37],gcreators_:34,gdebi:39,gen:[9,67],gen_conf:[58,67],gen_data:67,gen_result:67,gen_train:58,gen_training_machin:58,gender:[13,63,64],gener:[2,3,5,8,9,10,13,15,16,17,18,20,21,22,24,31,34,35,36,37,43,46,47,49,51,52,57,60,61,62,64,66],generated_word_embed:9,generatedinput:[9,42],generator_conf:58,generator_machin:58,generator_train:58,genert:3,genr:[63,64],gereat:8,get:[3,8,9,10,13,15,17,21,22,24,25,26,33,34,35,36,39,42,44,46,47,52,56,59,60,62,64,65,66],get_all_op_proto:34,get_batch_s:65,get_best_pass:66,get_config_arg:[51,62,66],get_data:[53,62,65],get_dict:13,get_embed:13,get_imdb:66,get_input_lay:44,get_mnist_data:58,get_model:60,get_movie_title_dict:13,get_nois:58,get_output_layer_attr:10,get_shap:15,get_training_loss:58,get_word_dict:13,getbatchs:44,getenv:[16,25],getinput:44,getinputgrad:44,getinputvalu:44,getoutputgrad:44,getoutputvalu:44,getparameterptr:44,getsiz:44,getslotvalu:58,gettask:21,gettempl:52,gettranspos:44,getvari:33,getw:44,getweight:44,getwgrad:44,gfortran:36,gildea:65,gist:10,git:[32,36,37,43],github:[10,17,36,37,39,60],give:[3,18,35,37,44,46,52,62],given:[3,13,15,22,24,31,44,49,58,62,65,66,67],glide:17,global:[3,7,16,17,18,30,33,34,46,49,52,66],global_learning_r:7,globalstat:46,globalstatinfo:46,globe:3,go1:36,go_librari:17,go_test:17,goal:[46,65],gob:21,godep:17,godoc:28,goe:[9,10,18,33,35],going:[62,66],golang:[17,36],good:[9,31,46,66,67],goodfellow13:9,googl:16,googleapi:[36,52],gopath:36,goroot:36,got:33,gpg2:52,gpg:52,gprotos_:34,gpu:[2,3,7,9,12,25,30,32,36,39,43,45,47,58,59,60,64,65,66,67],gpu_id:[49,51,58],gpugpu_id:48,grab:[18,66],grad:[22,49,63],grad_share_block_num:[48,49],gradient:[7,8,9,11,15,18,21,30,49,62,66],gradient_clipping_threshold:[7,62,66],gradient_evalu:8,gradient_machin:[15,29],gradientmachin:[5,15,29,30,58,64,67],gradual:[35,46],grai:59,gram:[57,66],grant:52,graph:[9,15,17,18,57],graphviz:60,grave:66,grayscal:3,greater:9,grep:[37,66],groudtruth:42,ground:[8,9,62,67],group:[10,21,66],group_input1:42,group_input2:42,group_input:42,grouplen:[13,63],gru:[9,42,62,67],gru_bias_attr:10,gru_decod:42,gru_decoder_with_attent:42,gru_encoder_decod:[57,67],gru_layer_attr:10,gru_memori:10,gru_siz:62,gru_step:42,gru_step_lay:10,grumemori:[10,42],gserver:[9,44],gsizex:46,guarante:44,guess:[35,66],gui:46,guid:[26,38,42,43,44,46,52,53,57,59,66,67],guidenc:35,gur_group:10,gzip:[21,53],hack:[38,47],hadoop:16,half:52,hand:[63,64,66],handi:17,handl:[13,16,25,30,31,33,47,64,66],handler:15,handwrit:[3,66],happen:[21,34],hard:[52,62],hardwar:[37,46],has:[3,5,8,9,10,11,13,16,17,18,21,22,24,34,37,42,44,46,52,53,57,59,62,63,64,65,66,67],has_kei:15,have:[2,3,5,9,10,13,16,17,18,21,22,24,25,30,31,33,35,36,37,42,43,44,46,47,49,51,52,57,59,62,63,64,66,67],hdf:[2,20],head:[43,57,66],header:[22,29,35,44,57,60],health:63,heavi:47,height:[9,13,28,31,44,59],held:18,hello:16,help:[3,5,27,43,47],helper:[9,10,44],henc:33,here:[3,5,7,8,9,10,13,16,17,18,23,27,31,34,35,36,42,47,48,51,52,53,57,59,60,61,62,63,64,65,66,67],heurist:[9,49,67],hidden:[9,10,42,52,62,66],hidden_s:10,hierarch:[9,42],high:[7,44,58],higher:2,highest:[13,67],highli:[2,3,13,42,51,64,66],him:16,hint:35,histor:66,hl_get_sync_flag:44,hold:[16,18,21,23,33,34,52],home:[20,27,36,47,52,53],homemak:63,honor:21,hook:[3,7,65],hookattr:7,hookattribut:7,hope:0,horizont:[9,60],horror:63,hors:59,horst:66,host:[17,25,36,37,47,52,53],hostnam:[47,52],hostpath:53,hostport:52,hot:64,hour:67,hous:[3,13,35,57],how:[2,3,7,9,16,18,21,27,30,34,35,42,47,49,52,53,56,59,60,62,64],howev:[3,9,10,24,30,31,34,35,42,48,49,52,66,67],hpp:28,html:[13,37,59],htod:46,http:[9,10,13,17,25,36,37,39,43,52,53,58,59,60,67],huber:9,huge:[9,43],huina:66,human:[9,67],hyper:[9,44],hyperplan:13,i0601:64,i0706:67,i0719:67,i1117:46,iamfullaccess:52,iamusersshkei:52,ib0:47,ics:13,icwsm:66,id_input:8,idea:[9,17,31],ident:[35,37,52,63],identifi:44,identityoffsetproject:9,identityproject:9,ids:[8,9,44,62,64],idx:[21,44],ieee:66,ies:27,ignor:[3,9,49,57],ijcnlp:66,illustr:[3,8,18,22,42,44,46,62],ilsvrc:60,imag:[3,12,13,16,31,35,38,43,51,52,54,55,58,60,61,67],image_a:31,image_b:31,image_classif:59,image_fil:31,image_lay:31,image_list_provid:60,image_nam:16,image_path:31,image_provid:59,image_reader_cr:31,image_s:60,imagenet:[9,20,61],imagepullpolici:52,imageri:9,images_reader_cr:31,imdb:63,imdber:66,img:[3,9,59],img_conv_lay:10,img_featur:3,img_pool_lay:10,img_siz:59,imgsiz:46,imgsizei:46,imgsizex:46,immedi:52,immutable_paramet:16,implement:[3,9,10,11,13,21,22,23,24,25,28,29,30,33,34,42,62,65],impli:17,improv:[0,9,46,52,66,67],inbound:52,includ:[2,3,8,9,10,13,16,17,22,25,28,29,34,36,37,42,43,44,46,49,52,53,57,62,63,65,67],inconsist:63,incorpor:9,incorrect:9,increas:[18,21,49,67],increment:49,incupd:44,inde:[13,31,37],independ:[9,22,33,62],index:[3,8,9,12,13,15,18,21,47,52,64],indexslot:[9,65],indic:[3,8,9,22,35,47,52,65],individu:[18,35,52],industri:18,ineffici:30,infer:[1,16,18,28,36],inferior:24,infiniband:47,info:[8,9,13,44,47],inform:[5,9,13,25,27,33,44,46,49,52,63,64,65,66,67],infrastructur:[52,58],ingor:49,ininst:16,init:[7,9,15,44,51,52,58,62,65],init_from_tar:15,init_hook:[62,65],init_model_path:[48,49,51,57,62,65],initi:[3,5,7,9,10,13,15,17,21,34,42,44,49,57,58,62,65],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,58],inlcud:10,inlin:52,inner:44,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,24,30,31,33,34,35,42,44,51,57,58,59,60,62,64,65,66,67],input_data:44,input_data_target:44,input_featur:6,input_fil:[35,65],input_hassub_sequence_data:44,input_id:9,input_imag:[10,59],input_index:44,input_label:44,input_lay:44,input_nam:16,input_sequence_data:44,input_sequence_label:44,input_sparse_float_value_data:44,input_sparse_non_value_data:44,input_t:44,input_typ:[35,62],inputdef:44,inputlayers_:44,inputtyp:[3,13],insert:43,insid:[8,9,18,30,31,37,52],inspect:43,inspir:57,instal:[9,25,37,40,43,47,53,59,60,64,65,66],instanc:[9,18,20,23,42,44,46,49,65],instance_ip:52,instanti:18,instead:[9,10,12,17,25,31,37,47,62,67],instruct:[37,39,46,62],int32:49,int64:26,integ:[3,8,9,13,21,25,28,44,62,66],integer_valu:[3,13,62],integer_value_sequ:[3,13,42,62,65],integr:[8,36,65],intend:0,inter:[9,47],interact:[37,52],intercept:9,interest:[46,66],interfac:[1,5,7,9,10,15,21,25,27,30,47,52,59,64,66],interg:62,intergr:9,intermedi:[27,65],intern:[9,10,13,15,52],internet:[17,18,66],interpret:[3,8,36,46],interv:66,intrins:36,introduc:[3,9,18,33,34,53,64,66],introduct:[4,58],intuit:24,invalid:[31,33],invari:59,invoc:17,invok:[3,9,15,30,34,46,52],involv:58,iob:8,ioe:8,ips:52,ipt:[9,34,42],ipython:16,is_discriminator_train:58,is_gener:[9,57,58,67],is_generator_train:58,is_kei:64,is_loc:15,is_predict:[62,66],is_seq:[9,42],is_sequ:64,is_stat:7,is_test:[60,65,66],is_train:3,isn:46,isol:37,isspars:44,issu:[17,36,37,46],item:[9,13,15,24,31],iter:[9,10,11,13,15,16,18,31,59,65,66],its:[3,9,10,16,18,21,30,33,34,43,44,46,49,52,57,58,59,62,66,67],itself:[10,18,33],ivs:34,java:28,jeremi:46,jie:[65,66],jmlr:9,job:[5,13,24,48,49,51,60,62,64,65,66,67],job_dispatch_packag:47,job_id:13,job_mod:57,job_nam:[25,52],job_namespac:52,job_path:52,job_workspac:47,jobpath:52,jobport0:52,jobport1:52,jobport2:52,jobport3:52,jobserv:25,johan:66,join:18,joint:[57,67],jointli:[10,67],journal:[65,66],journei:37,jpeg:59,jpg:60,json:[47,52,53,64],jth:10,judg:67,jupyt:[25,37],just:[3,6,8,9,10,13,17,21,22,30,33,35,43,47,51,52,57,59,64,65,66],jx4xr:52,jypyt:16,k8s_data:52,k8s_job:16,k8s_token:16,k8s_train:52,k8s_user:16,kafka:20,kaim:9,kaimingh:60,kebilinearinterpbw:46,kebilinearinterpfw:46,keep:[3,9,13,18,33,34],kei:[3,13,15,18,20,21,26,34,43,46,47,64,66],kernel:[9,46,62],key1:49,key2:49,key_pair_nam:52,keyid:52,keymetadata:52,keypair:52,keyserv:52,keystat:52,keyusag:52,keyword:3,kill:[18,52],kind:[2,3,16,18,23,35,52,53,58,62,64],kingsburi:65,kms:52,know:[3,10,16,21,35,43,44,46,52,64],knowledg:66,known:[58,66,67],kriz:[13,59],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:52,kubectl:53,kuberent:[18,52],kubernet:[16,18,45,47,54,55],kubernetes_service_host:16,kwarg:[3,10,11,13,34,62,65],l1_rate:7,l2_rate:7,l2regular:[59,62,66],label:[3,5,8,9,11,13,15,31,35,53,58,59,60,61,62,66],label_dict:65,label_dim:[9,62],label_fil:[31,65],label_lay:31,label_list:65,label_path:31,label_slot:65,labeledbow:66,labl:66,lag:49,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,33,51,57,65,66,67],larg:[12,13,43,65,66,67],larger:[3,7,8,9,47],largerthan:34,last:[8,9,10,35,42,47,49,62,66,67],last_time_step_output:9,lastseen:53,late:66,latenc:[9,47,52],later:[17,36,52,62],latest:[9,17,18,24,37,43,53,66],latter:67,launch:[49,52,66],launcher:16,lawyer:63,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,31,34,35,42,45,48,49,57,58,59,60,62,64,65,66],layer_0:44,layer_attr:[9,42,51],layer_num:[51,60],layer_s:9,layer_typ:9,layerbas:44,layerconfig:44,layergradutil:44,layermap:44,layeroutout:9,layeroutput:10,lbl:[8,59],ld_library_path:[9,36,39,47],lead:46,learn:[0,7,8,9,10,11,13,16,22,24,31,35,37,40,42,44,46,59,60,62,65,66,67],learning_method:[35,57,59,62,66,67],learning_r:[7,22,35,57,59,62,66,67],leas:18,least:[8,9,18,36,63],leav:[3,52],lecun:13,left:[9,35,60],legal:34,leman:67,len:[3,9,22,26,44,62,64,65],length:[9,10,13,22,42,49,53,66,67],less:[9,16,47,67],less_than:16,let02:53,let:[5,8,9,16,24,35,52,64],level:[7,9,47,49,58,64,66,67],lgtest:17,lgtest_main:17,lib64:[36,47,49],lib:[9,29],libapi:17,libari:29,libcudnn:36,libjpeg:59,libpaddl:[28,29],libpaddle_capi:29,libpaddle_gserv:29,libpaddle_math:29,libpython:36,librari:[9,17,23,29,36,37,47,49,64],libwarpctc:9,licens:65,life:18,lifetim:33,like:[3,8,9,13,17,18,25,31,33,35,36,42,46,47,48,51,52,57,60,62,64,66,67],limit:[9,13,46,49],line:[2,3,5,8,13,17,25,27,35,43,45,46,47,51,52,57,59,60,64,65,66,67],linear:9,linearactiv:35,linguist:65,link:[9,10,17,26,27,33,36,52,62,66],linux:[9,26,36,37,39,52,67],lipeng:57,lipton:66,list:[2,3,8,9,13,15,16,17,21,25,27,30,33,35,37,42,44,47,49,51,52,59,60,62,64,65,66,67],listen:49,literatur:66,littl:[2,3,22,49,62,66],lium:67,live:[18,37],liwicki:66,load:[2,3,5,9,16,18,35,49,52,60,65,66,67],load_featur:60,load_feature_c:60,load_feature_pi:60,load_missing_parameter_strategi:[48,49,51,57,65],load_uniform_data:58,loadparamet:5,loadsave_parameters_in_pserv:[48,49],loc:8,local:[7,18,23,24,36,37,47,48,49,53,59,66],localhost:37,localpath:27,locat:[17,42,44,62,65],lock:[17,18,21,22],log:[3,21,27,44,47,49,52,53,59,64,65,66,67],log_barrier_abstract:49,log_barrier_lowest_nod:[48,49],log_barrier_show_log:[48,49],log_clip:[48,49],log_error_clip:[48,49],log_period:[49,51,53,58,59,62,64,65,66,67],log_period_serv:[48,49],logarithm:6,logger:3,logic:[3,24,30,33,47],login:37,longer:67,look:[3,8,25,35,47,48,52,53,58,62],lookahead:9,lookup:62,loop:[31,33],loss:[9,44,58,62,66,67],lot:48,low:9,lower:47,lowest:49,lpaddle_capi_shar:29,lpaddle_capi_whol:29,lstm:[9,42,53,62],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_layer_attr:10,lstm_size:62,lstm_step:10,lstmemori:[10,42],lstmemory_group:9,ltr:9,lucki:35,mac:[9,29,36,37],machan:10,machin:[9,10,13,15,35,44,48,49,51,52,53,62,64,66,67],machine_transl:42,made:[3,18,22,35,42,63],mai:[3,9,31,33,37,46,52,63],main:[3,5,43,52,59,65,66],mainli:[23,49],maintain:[9,21,52],majel:17,major:[37,58,60,66,67],make:[3,8,9,16,17,18,21,22,24,30,31,36,37,43,44,46,47,52,59,62,64,66],make_vari:34,male:63,malloc:44,man:26,manag:[18,22,23,27,33,43,47],manageri:63,mandarin:9,mani:[0,9,10,17,21,30,33,34,35,37,49,62,63,64,66],mannal:47,manner:9,manufactur:67,mao:66,map:[3,8,9,13,15,16,21,33,34,49,59,60,64],map_read:13,mapper:13,mapreduc:16,marcu:66,mark:[3,33,42,65],mark_slot:65,market:[35,63,66],martha:65,mask:[7,9],master:[16,32,43,49,66],mastermind:17,mat:[28,29],mat_param_attr:10,match:[17,46],math:[10,28,44,46],matirx:9,matplotlib:59,matric:[5,42,44],matrix:[8,9,10,13,15,28,29,44,48,51,60,65],matrixptr:44,matrixtyp:29,matter:3,max:[3,7,9,13,46,49,51,59,62,64],max_id:[9,15,62],max_job_id:13,max_length:[9,42],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:[8,62],maxid_evalu:8,maxid_lay:62,maxim:[9,67],maximum:[8,13,22,42,46,49,62,65,66],maxinum:12,maxpool:9,mayb:[9,10,59],md5:[13,19],mean:[3,7,8,9,10,11,12,13,15,17,31,33,35,42,46,47,49,51,52,57,58,59,60,62,64,65,66,67],mean_img_s:59,mean_meta:60,mean_meta_224:60,mean_valu:60,measur:[35,46],mechan:[9,10,23,42,52,66],media:66,meet:65,mem:[9,25],member:[13,16,30,33],memcpi:[30,46],memor:66,memori:[2,3,10,21,25,42,44,46,49,51,53,62,65,66,67],memory_boot:10,memory_nam:9,memory_threshold_on_load_data:49,mention:[17,21],mere:10,merg:[22,24,30,43,49,57,67],mergedict:[57,67],messag:[35,43,49,53,64,66,67],meta:[47,59,60,62],meta_config:[47,64],meta_gener:[47,64],meta_path:59,metadata:[26,52,53],metaplotlib:16,method:[3,9,11,15,24,33,37,44,46,49,51,62,66,67],might:[9,17,37,44,52],mileag:46,million:[13,51,63],min:[7,46,51,52,64],min_pool_s:3,min_word_freq:13,mind:47,mini:[3,9,13,15,18],mini_batch:31,minibatch:9,minibatch_data:13,minim:[3,11,35,49],minimum:9,minimun:49,minst:3,minut:[18,24,52,67],mirror:[17,37],mislead:22,miss:[49,57,65],mit:52,mix:[10,42,65],mixed_bias_attr:10,mixed_lay:[10,65],mixed_layer_attr:10,mixedlayertyp:9,mkdir:[27,36,37,52],mkl:36,mkl_path:36,mkl_root:36,ml_data:[47,64],mnist:[3,5,20,31],mnist_provid:3,mnist_random_image_batch_read:31,mnist_train:[3,31],mnist_train_batch_read:31,mod:65,modal:65,mode:[9,43,49,58,59,60,64,66,67],model:[1,2,5,9,10,13,15,18,19,43,44,45,49,52,64,65,66],model_config:[5,58],model_list:[49,51,65,66],model_output:66,model_path:51,model_zoo:[57,60],modifi:[5,42,43,44,47,52],modul:[2,3,5,10,13,15,35,36,59,60,62,65],modulo:9,momentum:[7,33,35,62],momentumoptim:[35,59],mon:53,monitor:[62,66],mono:9,month:[17,62,67],mood:66,more:[2,3,5,8,9,10,13,16,17,18,21,24,25,27,31,35,37,42,43,44,46,47,51,53,59,62,65,66,67],morin:9,mose:[66,67],moses_bleu:67,mosesdecod:66,most:[3,5,9,13,16,17,24,31,35,42,44,46,48,64,65,66,67],mostli:[59,63],mount:[25,37,52,53],mountpath:[52,53],move:[9,18,21,27,46,52,64,66],movement:[46,66],movi:[3,13,66],movie_categori:13,movie_id:64,movie_info:13,movie_review:13,movieid:63,movieinfo:13,movielen:61,moving_average_fract:9,mpi:47,mse_cost:35,much:[9,18,31,46],mul:44,mulit:47,multi:[9,30,44,48,49,60,67],multi_binary_label_cross_entropi:9,multi_crop:60,multigradientmachin:30,multinomi:9,multipl:[8,9,10,13,15,16,21,22,24,37,42,44,49,51,52,58,62,64,66],multipli:[8,9,44,59],multiprocess:13,multithread:3,music:63,must:[3,6,8,9,10,13,22,31,34,36,37,42,43,44,47,49,51,52,67],my_cluster_nam:52,my_external_dns_nam:52,mypaddl:53,mysteri:63,name:[3,7,8,9,10,12,13,15,16,18,20,22,25,29,34,35,37,42,43,44,46,47,49,51,53,54,55,57,58,59,60,62,64,66,67],name_prefix:20,namespac:[28,37,44,53],nativ:9,natur:[21,24,51,65,66],nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,nearest:62,necessari:[3,9,22,24,30,34,36,44,47,62,66],necessarili:44,need:[3,8,9,10,13,16,17,21,22,24,25,27,30,33,34,35,36,37,39,42,43,44,47,48,49,51,52,53,58,59,60,62,64,65,66,67],neg:[3,8,9,62,65,66],neg_distribut:9,negat:65,neighbor:62,ner:8,nest:[3,9,13],net:[9,10,33],net_conf:66,net_diagram:60,network:[2,3,5,7,8,9,11,13,14,15,16,18,31,33,34,35,37,44,46,47,49,57,66,67],network_config:51,networkadministr:52,neural:[3,5,9,10,11,13,15,16,18,33,35,46,49,57,58,60,66,67],neuralnetwork:30,neuron:[5,44,62,66],never:[13,31,33,52,53],newest:22,newtork:66,next:[9,13,18,23,42,43,44,46,49,52,53,65,66,67],nfs4:52,nfs:52,nfsver:52,nginx:37,ngram:13,nic:[47,48,49],nil:21,nine:[13,65],nlp:[3,9],nltk:13,nmt:67,nnz:44,no_cach:3,no_sequ:[3,9,64],noah:66,noavx:[37,39],node:[9,17,24,44,47,49,52,53,66,67],node_0:52,node_1:52,node_2:52,nodefil:47,noir:63,nois:[9,18,58],noise_dim:58,non:[9,18,44,49,52],none:[2,3,5,7,8,9,10,11,12,13,15,16,34,35,42,60,62],nonlinear:44,norm:58,norm_by_tim:9,normal:[3,5,9,10,13,39,42,44,47,49,53,57,58,60],normzal:60,north:59,notat:9,note:[3,5,7,9,10,12,15,16,21,25,31,36,46,49,51,52,57,59,64,66],notebook:[25,37],noth:[6,15,33,43,49],notic:[42,44],novel:66,now:[0,3,9,13,17,18,33,35,37,43,49,52,58,64,65],np_arrai:13,nproc:36,ntst1213:67,ntst14:67,nullptr:[33,44],num:[9,47,49,62,65,66,67],num_channel:[9,10,59],num_chunk_typ:8,num_class:[9,10,59],num_filt:[9,10],num_gradient_serv:[48,49],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,35,48,49,51,53,62,64,65,66,67],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[3,8,9,13,18,20,31,34,35,43,44,47,49,52,57,59,60,62,65,66,67],numchunktyp:8,numdevices_:51,numlogicaldevices_:51,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,31,35,36,58,60],numsampl:46,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,37],nvidia:[36,37,46,49],obei:8,obj:[3,35,59,60,62,64],object:[3,5,7,9,10,11,13,15,16,28,33,46,58,59,60,62,65],observ:[11,35,44,46,67],obtain:[24,62,65,66],obvious:17,occup:[63,64],occur:[13,15],oct:53,odd:9,off:[29,37,43],offer:[5,34,65],offici:[9,17,37,52,59],offlin:[18,20],offset:[9,64],often:[47,62,67],ograd:44,old:[22,24,37,49],omit:62,on_init:3,on_travisexclud:36,onc:[3,9,18,21,37,44,52,62],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,25,30,31,33,35,37,43,44,47,49,51,52,53,57,58,59,60,62,64,65,66,67],one_host_dens:64,one_hot_dens:64,onli:[2,3,5,8,9,10,12,13,15,16,17,21,22,23,24,25,27,30,34,35,36,42,43,44,46,48,49,51,52,53,57,60,62,63,66,67],onlin:[9,11,18,20,31],onto:52,op_class:34,op_maker_class:34,op_proto:34,opcreat:34,opdesc:34,open:[0,3,9,16,20,31,35,37,52,60,62,65],openbla:36,openblas_path:36,openblas_root:36,oper:[9,10,11,13,33,37,42,44,46,49,52,57,59,64],operatorbas:34,opinion:66,opmak:34,opprotomak:34,opregist:34,opregistri:34,ops:17,ops_test:17,opt:[16,34,36],optim:[3,7,14,15,30,35,44,46,66],option:[3,8,9,16,17,34,35,43,44,47,51],optyp:34,order:[3,9,10,13,15,31,44,49,52,53,58,60,62,66,67],ordinari:66,oregon:52,org:[8,9,10,13,20,26,36,37,58],organ:[8,9,59,66,67],orient:34,origin:[0,2,3,9,13,33,58,65,67],other:[3,8,9,10,13,18,22,27,33,34,36,37,39,42,43,51,52,53,57,58,59,60,62,63,65,66,67],otherchunktyp:8,otherwis:[2,9,13,16,18,22,24,31,42,43,47,51,64,67],our:[16,17,33,37,42,43,44,52,53,57,59,62,65,66,67],out:[9,15,16,17,21,35,42,46,49,52,53,59,66],out_dir:52,out_left:9,out_mem:42,out_right:9,out_size_i:9,out_size_x:9,outlin:50,outout_lay:15,outout_layer1:15,outout_layer2:15,outperform:65,output:[5,6,7,8,9,10,12,13,15,16,20,24,27,31,33,34,35,42,44,46,49,51,53,57,58,59,60,62,64,65,66,67],output_:[9,44],output_dir:60,output_fil:65,output_id:9,output_lay:[15,60],output_max_index:12,output_mem:[9,42],output_path:20,outputh:9,outputw:9,outsid:[3,9,10,33],outter_kwarg:3,outv:44,over:[2,9,10,16,43,44,46,62,65,66],overcom:66,overhead:46,overlap:[8,44],overlap_threshold:8,overrid:[18,27,44],overview:[21,22,23],overwrit:27,owe:0,own:[22,24,34,37,47,52],pacakg:39,pack:37,packag:[3,13,21,25,37,38,43,52],pad:62,pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,18,20,25,27,28,29,30,34,35,36,37,38,39,42,43,44,45,46,47,49,51,52,58,59,62,64,65,66,67],paddle_begin_init_param:22,paddle_element_typ:22,paddle_element_type_float32:22,paddle_element_type_float64:22,paddle_element_type_int32:22,paddle_element_type_int64:22,paddle_element_type_uint32:22,paddle_element_type_uint64:22,paddle_error:[28,29],paddle_exampl:25,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:25,paddle_matrix:[28,29],paddle_matrix_cr:29,paddle_matrix_get_shap:28,paddle_matrix_shap:28,paddle_n:47,paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:25,paddle_output:53,paddle_paramet:22,paddle_port:47,paddle_ports_num:47,paddle_ports_num_for_spars:47,paddle_pserver2:47,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:57,paddle_save_model:22,paddle_send_grad:22,paddle_source_root:57,paddle_train:[29,32,47],paddledev:[52,53],paddlepaddl:[0,2,3,5,9,10,13,17,18,20,22,23,24,25,26,27,31,33,35,36,39,42,43,44,45,46,47,54,55,60,62,64,65,66],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[43,52,64],pai:37,pair:[8,65],pakcag:17,palceholder_just_ignore_the_embed:57,palmer:65,paper:[9,57,58,60,65,66,67],paraconvert:57,paragraph:66,parallel:[46,49,51,52,53,67],parallel_nn:[7,48,49],param:[7,9,13,22,30],param_attr:[9,10,35,42],param_config_proto:22,paramattr:[7,9,35,42],paramet:[2,3,5,8,10,11,12,13,14,17,19,24,27,31,33,34,35,44,45,51,58,59,62,64,65,66,67],parameter_attribut:9,parameter_block_s:[48,49],parameter_block_size_for_spars:[48,49],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:44,parameters_:44,parameterset:16,parameterupdat:30,parametris:11,paramt:[52,57],paramutil:64,paraphras:67,paraphrase_data:57,paraphrase_model:57,paraspars:44,parent:44,parent_:33,pars:[5,13,17,51,52,58,64,65],parse_config:[5,58],parser:64,part:[3,8,24,35,42,43,44,46,58,62,64,65,66,67],parti:[46,64],partial:[9,15,58],partial_sum:9,participl:57,particular:46,partit:[18,20,52],pass:[3,9,13,15,18,30,31,33,35,43,44,46,47,49,52,53,58,59,62,64,65,66,67],pass_id:15,pass_idx:31,pass_test:58,passtyp:44,password:47,past:[16,37,52],patch:26,path:[2,3,8,9,13,15,18,21,22,25,31,35,36,47,49,51,52,53,57,59,60,62,65,66,67],pattern:[13,18,28,35,52,66],paul:65,paus:[18,24],pave:67,pdf:[9,10],pem:[16,20,52],pend:[18,21],penn:65,per:[8,9,13,18,22,31,49,59,62],perfom:[49,51],perform:[2,9,10,22,30,35,42,44,45,47,48,58,59,62,66,67],period:[2,18,24,49,62,64,65,66,67],perl:[66,67],permiss:52,peroid:9,persist:52,persistentvolum:52,persistentvolumeclaim:52,person:[8,16],perspect:46,perturb:44,pfs:[20,27],pfsclient:20,pfspath:27,pgp:52,phase:35,photo:59,pick:[3,52],pickl:64,pictur:62,piec:[9,10,35],pillow:[25,59],pip:[36,43,47,59,64],pipe:63,pipelin:65,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,18,24,44,46,47,60,67],placehold:[35,57],plai:[65,66],plain:[2,8,9,15,25,29],plan:[18,44],platform:[0,35,52],pleas:[3,5,7,9,10,11,16,18,21,22,23,31,36,37,38,42,43,44,52,57,59,62,64,65],plot:[16,59],plotcurv:59,plu:9,png:[59,60],pnpairvalidationlay:49,pnpairvalidationpredict_fil:48,pod:[20,25,52,53],pod_nam:52,point:[18,25,35,46],pointer:[22,33],polar:[13,66],polici:52,polit:66,poll:66,pollut:24,poo:59,pool3:44,pool:[3,10,14,59,62,64],pool_attr:10,pool_bias_attr:10,pool_layer_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[10,62],pooling_typ:[9,62],poolingtyp:12,popul:22,popular:[17,35,60],port:[17,37,47,48,49,52,53],port_num:48,ports_num:49,ports_num_for_spars:[48,49,51],pos:[64,66],pose:18,posit:[3,8,9,13,62,65,66,67],positive_label:8,possibl:[16,21,46,58],post1:36,post:[25,26],potenti:46,power:[62,67],practic:[9,35,42,44],pre:[3,9,10,13,16,22,37,52,53,57,59,65,66,67],pre_dictandmodel:57,precis:[8,36],precision_evalu:8,pred:[62,65],predefin:66,predetermin:[9,49,67],predic:[13,65],predicate_dict:65,predicate_dict_fil:65,predicate_slot:65,predict:[3,4,8,9,11,15,35,42,47,49,57,62,67],predict_fil:49,predict_output_dir:[48,49,62],predict_sampl:5,predicted_label_id:62,prediction1:15,prediction2:15,predictor:64,predin:59,prefer:66,prefetch:44,prefix:[8,18,20,52],pregrad:44,preinstal:36,premodel:57,prepar:[5,25,30,42,54,62],preprcess:66,preprocess:[13,47,53,66],prerequisit:36,present:[16,43,60,65,67],preserv:27,pretti:35,prev_batch_st:[48,49],prevent:[2,11,16,18,21,24],previou:[9,10,18,27,44,49,52,65,67],previous:[9,53,60],price:[13,35],primarili:66,principl:[16,17],print:[7,15,16,35,49,57,62,64,65,66,67],printallstatu:46,printer:8,printstatu:46,prite:8,privat:[29,33,34,43],privileg:52,prob:[8,15,58],probabilist:[9,57],probability_of_label_0:62,probability_of_label_1:62,probabl:[8,9,15,42,60,62,65],problem:[5,9,11,16,17,24,43,62,65,66],proc:37,proc_from_raw_data:62,proce:[13,18,31,52],procedur:[57,65,67],proceed:[9,65],process:[2,3,5,7,9,10,13,16,20,21,24,34,35,37,42,47,49,51,52,53,57,59,60,62,64,65,66,67],process_num:13,process_pr:62,processdata:[59,60],processor:46,prod:[37,43],produc:[10,13,18,31,37,60,62],product:[0,25,37,43,44,52,62,66],productgraph:53,profil:[27,36],proflier:46,program:[2,13,16,20,22,24,31,33,37,43,46,47,49],programm:63,progress:[18,21,49],proivid:3,proj:9,project:[9,10,25,29,36,42,44,64],promis:[9,10],prompt:27,prone:16,prop:65,propag:[11,49,51],properli:62,properti:[3,49],propos:67,proposit:65,protect:[34,44],proto:[12,34],proto_:34,protobuf:[25,34,36],protocol:[8,49],prove:62,proven:67,provid:[0,9,13,16,22,25,34,35,37,46,47,52,57,58,59,60,63,66],providermemory_threshold_on_load_data:48,provis:52,provod:3,prune:9,ps_desir:18,pserver:[22,23,25,47,48,49,52],pserver_addr:22,pserver_cpu:25,pserver_id:19,pserver_mem:25,pserver_num_thread:[48,49],pserver_spec:15,pserverstart_pserv:48,pseudo:[16,25],psize:44,ptr:29,pull:[17,32,37,57,67],punctuat:66,purchas:62,purpos:[0,18,46],push_back:44,put:[17,18,37,44,47,53,62],pvc:52,pwd:[37,43],py_paddl:[5,13,58],pydataprovid:[2,3,62],pydataprovider2:[4,5,35,62,64,66],pyramid:9,pyramid_height:9,python:[2,3,4,9,15,16,23,28,30,32,35,36,42,43,47,57,58,59,65,66,67],pythonpath:59,pzo:66,qualifi:36,qualiti:62,queri:[9,52,67],question:[9,16,34,52,65],quick:[49,53,61,67],quick_start:[25,52,53,54,62],quick_start_data:53,quickli:35,quickstart:53,quit:46,quot:63,r_t:9,rais:13,ramnath:66,ran:46,rand:[46,49,51,58,65],random:[3,7,9,13,20,30,31,35,49,58,59,65],random_imag:20,randomli:[24,66],randomnumberse:48,rang:[3,9,13,20,31,34,49,51,59,63,65],rank:[9,16,52,60,62],rare:3,rate:[7,8,11,13,22,44,47,59,62,64,66,67],rather:[5,25,52,66],ratio:49,raw:[9,35,62,66],raw_meta:64,rdma:[36,49],rdma_tcp:[48,49],reach:[18,46,65],read:[2,3,13,15,16,18,20,31,35,42,43,47,52,60,62,64],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,20,67],reader_cr:20,reader_creator_bool:31,reader_creator_random_imag:[13,31],reader_creator_random_image_and_label:[13,31],readi:[18,35,52,53,59],readm:[29,43,63,64,66],readonesamplefromfil:3,readwritemani:52,real:[3,31,35,58],realist:16,reason:[10,16,18,37,53],recal:8,receiv:[18,25],recent:67,reciev:49,recogn:59,recognit:[3,9,60,66],recommand:3,recommend:[2,10,16,37,42,44,47,49,64],recommonmark:36,recompil:46,record:[13,21,34,43,52,65],recordio:[13,16,20,21],recov:[18,35,58],recoveri:21,rectangular:9,rectifi:9,recurr:[33,65,66],recurrent_group:[10,42],recurrent_lay:10,recurrentgradientmachin:29,recurrentgroup:8,recurrentlay:49,recurs:[17,27],recv:52,reduc:[11,47,49,51],refactor:30,refer:[2,5,7,9,10,11,18,21,22,23,33,42,43,44,47,53,57,59,62,64,67],referenc:[9,21],reflect:21,reg:34,regard:65,regardless:67,regex:64,region:[33,46,65],regist:[44,46],register_gpu_profil:46,register_lay:44,register_op:34,register_timer_info:46,registerop:34,registri:[25,37,53],regress:61,regular:[7,44,52,59,62,66],rel:[2,10,24,47],relat:[3,18,24,25,33,37,39,53,66],relationship:[13,35,58],releas:[32,36,37,39,52,63,65],relev:[65,67],reli:36,reliabl:18,relu:[9,44],remain:62,rememb:9,remot:[7,17,43,44,47,49,51,52],remoteparameterupdat:[23,49],remov:[13,27,43,47,49,66],renam:[27,67],reorgan:9,repeat:34,replac:[17,21,37,66],replicaset:25,repo:17,report:[21,46,47],reportdataset:21,repositori:[9,43],repres:[3,5,9,13,21,42,44,52,59,62,63],represent:[9,22,62,66],reproduc:67,request:[17,18,32,52,53,57,67],requir:[2,8,9,16,18,22,24,25,27,34,44,47,52,53,58,59,62,64],res5_3_branch2c_bn:60,res5_3_branch2c_conv:60,res:65,research:[13,59,63,66],resembl:66,reserv:[3,27],reserveoutput:44,reset:[9,18],reshap:31,reshape_s:9,residu:60,resnet:61,resnet_101:60,resnet_152:60,resnet_50:60,resolv:[17,43,53],resourc:[37,52],respect:[3,35,42,44,49,59,60,65,67],respons:[9,30,52,53],rest:[3,9,25,26,35],restart:[18,22,52,53],restartpolici:[52,53],restrict:[33,49],resu:31,result:[5,6,8,9,15,21,46,49,52,59,60,62,64,65,66],result_fil:8,resum:24,retir:63,retran:52,retriev:[33,44,53],return_seq:10,reuqest:32,reus:[24,31,44],reveal:16,revers:[9,10,42,65,66],review:[13,43,53,62,66],reviews_electronics_5:53,revis:62,rewrit:[17,67],rgb:9,rgen:66,rho:11,rich:35,right:[3,9,17,25,60],rkt:25,rmsprop:62,rnn:[9,10,33,45,48,62,66],rnn_bias_attr:42,rnn_layer_attr:42,rnn_out:42,rnn_step:9,rnn_use_batch:[48,49],rnnlm:13,robot:59,role:[13,16,21,22,52,61,66],roman:66,romanc:63,root:[11,12,47,52,53],root_dir:47,rot:9,roughli:[3,58],routledg:66,row:[5,8,9,13,44,60],row_id:9,rpc:21,rpcserver:21,rsize:52,rtype:13,rule:[8,44,52],run:[16,17,18,25,33,37,43,44,45,46,49,52,54,55,57,59,60,62,64,66,67],runinitfunct:46,running_on_cloud:25,runtim:[2,3,36,37,47],s_param:58,s_recurrent_group:42,sacrif:2,safe:25,sai:[9,35,49,51],sake:44,sale:63,same:[3,5,8,9,10,15,16,21,22,24,33,42,47,51,52,57,62,64,65,66,67],samping_id:9,sampl:[3,5,8,13,34,47,49,51,57,58,60,62,64,65,66,67],sample_dim:58,sample_id:8,sample_num:8,santiago:66,satifi:8,satisfi:[17,47,52,62],save:[3,9,13,15,18,20,21,22,25,35,49,51,52,53,59,60,62,64,65,66,67],save_dir:[35,49,51,53,58,59,62,64,65,66,67],save_only_on:[48,49],saving_period:[48,49],saving_period_by_batch:[48,49,51,62],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,34,60,63],scalingproject:9,scan:21,scatter:9,scenario:[35,48],scene:48,schdule:52,schedul:[21,25,52,58],scheduler_factor:7,schema:57,scheme:[8,65],schmidhub:66,schwenk:67,sci:63,scienc:66,scientist:[0,63],score:[8,9,64,66,67],screen:64,scrip:62,script:[5,13,47,52,59,60,62,65,66,67],seaplane_s_000978:59,search:[9,18,33,36,42,49,65,67],seat:67,second:[3,9,13,16,27,31,33,34,35,37,47,57,60,62,63,66],secret:52,section:[3,42,44,47,52,62],sed:66,see:[3,5,9,10,16,18,35,37,43,46,52,57,58,60,62,64,66,67],seed:[46,49],seem:17,segment:8,segmentor:57,sel_fc:9,select:[9,43,52,63,67],selectiv:9,selector:53,self:[35,44,63,66],selfnorm:9,semant:[13,16,32,61,66],semat:16,sen_len:65,send:[18,22,34,49,52],sent:[16,22,34,53],sentenc:[3,9,13,42,62,65,66,67],sentiment:[3,35,61,62,65],sentiment_data:66,sentiment_net:66,sentimental_provid:3,separ:[3,8,22,49,57,62,63,64,65,67],seq:[9,13,64],seq_pool:9,seq_text_print:8,seq_to_seq_data:[57,67],seq_typ:[3,13],seqtext_evalu:8,seqtoseq:[9,57,67],seqtoseq_net:[9,57,67],sequel:3,sequenc:[3,6,8,9,10,12,13,44,57,62,64,65,66,67],sequence_conv_pool:62,sequence_group:9,sequence_nest_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9],sequenti:[9,42,62,65],seri:[10,66],serial:[3,15,21,30],serv:[37,46,52,58],server:[16,17,23,37,44,47,48],serverless:18,servic:[37,63],session:[37,46],set:[2,3,5,7,8,9,10,13,15,16,18,25,33,35,36,37,39,42,44,45,46,47,48,49,51,52,53,57,59,60,62,63,64,65,66,67],set_active_typ:44,set_default_parameter_nam:7,set_drop_r:44,set_input:9,set_siz:44,set_typ:44,setp:52,settup:44,setup:[3,37,44,62],sever:[3,8,9,30,47,51,52,61,62,64,65,66,67],sgd:[11,15,16,18,25,30,47,58,66,67],sgdasync_count:48,shall:17,shallow:65,shape:[9,13,15,60],shard:[18,19,20,21,22,24,52],share:[9,17,29,30,36,37,46,49,53,65],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[28,29,33],shell:[52,60],shift:60,ship:59,shold:66,shop:66,shorten:9,shorter:60,should:[3,5,7,8,9,13,15,16,22,25,30,31,34,35,39,42,43,47,52,59,62,64,65,66,67],should_be_fals:16,should_be_tru:16,should_shuffl:[3,65],show:[5,8,11,13,18,27,35,49,52,53,57,60,62,64,65,66,67],show_check_sparse_distribution_log:[48,49],show_layer_stat:[48,49],show_parameter_stats_period:[48,49,51,53,62,65,66,67],shown:[3,9,16,42,44,46,52,58,59,60,62,64,66,67],shrink:44,shuf:64,shuffl:[3,13,64,66],sid:52,side:[9,15,30,60],sig:52,sigint:47,sigmod:34,sigmod_op:34,sigmod_output:34,sigmoid:[9,34,44],sigmoidactiv:10,sign:[26,52],signal:47,signatur:52,signific:46,similar:[9,31,52,62,64],similarli:[9,13,65],simpl:[2,3,6,8,9,10,13,15,33,34,36,37,43,46,49,62,64,65,66],simple_attent:42,simple_gru:[42,62],simple_lstm:[9,62],simple_rnn:[9,42],simpler:30,simplest:52,simpli:[2,9,16,22,36,37,42,46,57,60,64,66,67],simplifi:[16,34,44,53],simultan:52,sinc:[9,18,21,23,24,31,35,37,46,52,58,62,63,67],sincer:[43,66],singl:[3,8,10,13,18,33,37,44,47,53,60,62,65,67],sinlg:15,site:[17,52],six:[57,65,67],size:[3,8,9,10,11,13,18,20,22,31,34,35,42,44,47,49,58,59,60,62,63,65,66,67],size_a:9,size_b:9,size_t:44,sizeof:57,skill:67,skip:[31,35,43,47,52,60],slide:[9,11,13,18],slightli:59,slope:9,slot:[64,65],slow:[3,46],small:[3,13,44,47,49,59,67],small_messag:[48,49],small_vgg:59,smaller:[9,18],smart:33,smartli:9,smith:66,smooth:9,snap:53,snapshot:[19,24,52],snippet:[42,44,46,52,62],social:66,sock:25,sock_recv_buf_s:[48,49],sock_send_buf_s:[48,49],socket:49,softmax:[9,10,16,42,44,57,62,65,66],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:62,softwar:[37,46],solv:[16,65],solver:67,some:[3,7,9,13,15,16,17,21,22,24,25,33,35,36,43,44,46,48,49,51,52,58,62,63,64,65,66,67],some_c_api_funct:29,some_inst:29,some_python_class:28,somecppclass:28,somedata:15,somegotyp:28,someth:[3,9],sometim:[11,31,46,66],somewhat:22,somewher:33,soon:18,sophist:[35,44,47],sort:[9,13,49,52,64,66,67],sourc:[0,9,13,17,27,29,31,35,37,42,43,52,53,57,62,64,67],source_dict_dim:42,source_language_word:42,space:[8,37,42,46],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,44,47,49,52,62],sparse_binary_vector:[3,13,62],sparse_binary_vector_sequ:13,sparse_float_vector:3,sparse_non_value_slot:13,sparse_upd:7,sparse_value_slot:13,sparse_vector:13,sparse_vector_sequ:13,sparseparam:44,sparseprefetchrowcpumatrix:44,spatial:[9,59],speak:[42,67],spec:[52,53],specfii:49,speci:59,special:[9,22,36,57,62,67],specif:[2,17,27,33,51,59,62,64],specifi:[2,3,8,9,13,16,21,22,25,27,33,34,35,36,42,44,49,52,58,59,60,62,63,64,66,67],speech:9,speed:[10,37],spefici:60,sphinx:[28,36,37],sphinx_rtd_them:36,split:[3,9,24,47,51,52,57,60,62,65],split_count:52,sql:2,squar:[9,11,12,35],squarerootnpool:9,squash:67,srand:49,src:[17,67],src_backward:42,src_embed:42,src_forward:42,src_root:5,src_word_id:42,srl:[13,65],ssd:9,ssh:[37,47,52,53],sshd:37,ssl:36,sstabl:16,stabl:[32,52],stack:[35,52,62,65],stacked_lstm_net:66,stacked_num:66,stackexchang:9,stage:[17,23,43,47],stake:67,stale:18,stamp:46,standard:[7,57,59,65,66,67],stanford:[13,53],star:[17,63],start:[9,15,17,18,21,22,24,25,30,35,37,42,46,47,49,56,57,61,64,67],start_pass:[48,49],start_pserv:49,startup:[18,25,52],stat:[36,46,49,65,66,67],state:[9,10,18,33,35,42,49,53,58,65,67],state_act:[9,10],statement:[44,52],staticinput:[9,42],statist:[9,49,62,65,66,67],statset:46,statu:[25,43,46,52,53],status:53,std:[17,28,29,33,34,44,49],stderr:47,stdout:47,step:[5,9,10,12,18,22,30,34,37,42,43,44,46,47,52,53,62,64,65,66,67],stepnet:33,still:[21,24,60],stmt1482205552000:52,stmt1482205746000:52,stochast:[11,18,21,24],stock:66,stop:[9,37,47,49,53,64],storag:[26,36,52,53,59],store:[8,9,13,17,30,33,44,47,49,52,53,57,59,60,62,64,65,66,67],str:[15,25,51],strategi:[3,12,18,49,65],street:[9,65],strength:58,strict:31,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,21,27,33,34,44,49,52,66],strip:[62,65],struct:[21,22,26,29,34],structur:[13,21,47,52,57,59,62,64,65,66,67],sts:52,student:63,stuff:43,stun:3,style:[3,9,34,36,43],sub:[8,9,13,16,24,30,42,44,59,62,67],sub_sequ:[3,9],subcommand:27,subgradi:11,submit:[43,48,49,52],subnet0:52,subnet:[16,52],subobjectpath:53,subsequ:9,subsequenceinput:9,subset:[44,67],substanti:60,substitut:67,succe:66,succeed:[21,53],success:[22,52,53,60,65],successfulcr:53,successfuli:66,successfulli:[60,64,66],successor:[49,67],sucessfulli:67,sudo:[36,39,52,59],suffic:[31,35],suffici:49,suffix:[25,67],suggest:[9,17,46],suitabl:[43,49,59],sum:[9,11,19,42,44],summar:[62,66],sumpool:9,support:[7,8,9,12,13,18,24,25,30,31,36,37,39,42,43,44,46,49,52,65],suppos:[17,35,44,62],suppress:27,sure:[43,44,52,59,66],surpass:9,survei:66,svs:34,swagger:26,swap_channel:60,swig:[5,23,28,29,36],swig_paddl:[5,13,58],symbol:[9,29],symlink:43,sync:[18,43,49,58],syncflag:44,synchron:[11,18,21,47,49,52],syntact:65,syntax:[31,64],synthect:35,synthes:58,synthet:35,sys:60,system:[17,18,22,24,26,36,37,47,53,62,65,66,67],t2b:57,tab:[37,62],tabl:[3,8,9,60,62,67],tableproject:9,tag:[8,13,37,42],tagtyp:8,take:[3,5,8,9,10,16,17,24,42,44,46,52,53,58,65,67],taken:[3,65],talk:22,tanh:[9,10,42,44],tanhactiv:10,taobao:66,tar:[15,36,52],tarbal:52,target:[9,13,15,17,42,43,57,62,67],target_dict_dim:42,target_dictionary_dim:9,target_language_embed:9,target_language_word:42,target_link_librari:17,targetinlink:9,task:[3,8,9,34,35,42,51,57,60,65,66,67],task_queu:21,taskentri:21,taskqueu:21,tbd:23,tconf:66,tcp:[49,52],teach:62,tear:46,technic:18,technician:63,techniqu:[42,44],tee:[53,59,65,66,67],tell:[18,21,22,34,37,46,64],tellig:66,templat:[34,53,65],tempor:[9,62,65],temporari:25,tensor:17,tensor_test:17,term:[9,10,18,65,66],termin:53,terminolog:35,tese:2,tesh:65,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,29,31,32,36,37,39,46,47,48,57,59,60,62,63,67],test_all_data_in_one_period:[53,59,64,65,66],test_data:67,test_fcgrad:44,test_gpuprofil:46,test_layergrad:44,test_list:[3,35,59,62],test_part_000:66,test_pass:[48,49,51,67],test_period:[48,49,51],test_ratio:64,test_wait:[48,49],testa:16,testb:16,testbilinearfwdbwd:46,testconfig:44,tester:[64,67],testfcgrad:44,testfclay:44,testlayergrad:44,testmodel_list:48,testq:16,testresult:15,testsave_dir:48,testutil:44,text1:27,text:[2,3,8,10,13,16,37,52,57,61,62,64,66],text_conv:62,text_conv_pool:64,text_fil:[13,66],tflop:46,tgz:[13,36],than:[3,5,7,8,9,10,18,25,36,37,42,44,47,52,60,65,66,67],thank:[0,57,67],thei:[3,16,17,18,22,24,27,34,35,37,42,44,46,47,48,52,60,66],them:[2,3,8,10,16,17,18,25,31,33,34,35,37,46,48,49,52,59,60,62,64,66,67],themselv:17,theori:46,therefor:36,therein:9,therun:60,thi:[2,3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,25,30,31,34,35,36,37,39,42,43,44,46,47,49,51,52,53,57,58,59,60,62,63,64,65,66,67],thing:[3,35,43,46,64,65],think:[16,17],third:[9,18,46,60,66],third_parti:9,those:[17,18,60,65],thought:[17,46],thread:[44,46,49,51,64,65,66,67],thread_local_rand_use_global_se:[48,49],threadid:51,threadloc:46,three:[3,8,9,18,30,31,35,49,58,60,66,67],threshold:[7,8,18,21,49,66],thriller:63,through:[5,9,17,18,21,23,42,44,46,47,57,58,59,66,67],throughout:62,throughput:46,thu:[3,9,24,35,44,52,67],tier:53,tight:36,time:[3,9,10,12,13,16,17,18,21,24,31,34,35,42,46,49,51,53,62,63,65,66,67],timelin:[9,46],timeo:52,timeout:[18,21],timer:36,timestamp:[9,19,63],timestep:[3,9,33],titil:64,titl:[13,63,64],tls:26,tmall:66,to_no_sequ:9,to_sequ:9,todo:[8,9,10,13,18,21,24,34],toend:9,togeth:[3,9,10,13,15,42],token:[8,9,16,42,57,66,67],too:[13,37,39],tool:[37,42,43,52,66],toolchain:36,toolkit:[36,39],top:[8,60,65],top_k:8,topolog:[13,16,18,30],topolopi:15,toronto:[13,59],total:[15,18,31,46,47,53,57,67],total_pass:31,touch:66,tourism:66,tourist:67,toward:35,tra:67,track:[18,21,43],tractabl:9,tradesman:63,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,8,9,11,13,20,21,22,24,30,42,44,45,46,48,54,55,60],train_conf:[57,67],train_config_dir:52,train_data:67,train_id:52,train_list:[3,35,59,60,62],train_part_000:66,trainabl:9,traindot_period:48,trainer:[3,5,16,19,20,21,23,30,35,44,47,49,51,58,62,65,66,67],trainer_config:[2,3,35,47,52,53,62,64,66],trainer_config_help:[3,35,44,59,62],trainer_count:[48,49,51,52,53,64,65,66,67],trainer_cpu:25,trainer_cr:25,trainer_gpu:25,trainer_id:[49,52],trainer_mem:25,trainer_packag:25,trainerid:24,trainerintern:[62,64,67],training_machin:58,trainingtest_period:48,trainonedatabatch:58,tran:[44,49],trane:3,transact:[18,21,66],transfer:[2,3],transform:[9,42,44,58,59,62,65],transform_param_attr:10,translat:[9,10,35,57,64,66,67],transpar:47,transport:49,transpos:[9,44,58],transposedfullmatrixproject:9,travel:3,travi:[36,43],treat:[9,22],treatment:22,tree:[9,49,67],trg:67,trg_embed:42,triain:2,tricki:28,trigger:[24,30],trivial:3,trn:62,truck:59,true_imag:31,true_label:31,true_read:31,truth:[8,9,62,67],tst:62,tune:[7,45,62,64,67],tuninglog_barrier_abstract:48,tupl:[3,9,13,15,31],ture:9,turn:[9,31,58],tutori:[37,42,43,44,46,47,52,53,54,55,60,62],tweet:66,twelv:67,twitter:66,two:[2,3,8,9,10,16,22,23,24,25,27,31,33,34,35,37,42,46,47,51,52,57,58,59,60,62,64,65,66,67],txt:[3,17,25,27,44,47,52,62,64,66],type:[3,8,9,10,12,13,15,16,18,21,24,25,26,27,28,29,31,34,35,37,42,44,49,51,52,53,59,60,62,64,65],type_nam:34,typedef:[22,28,29],typeid:34,typenam:34,typic:[5,8,37,46,66],ubuntu:[32,39],ubyt:31,uci:13,ufldl:9,uid:53,uint32:26,uint64:28,uint64_t:28,unawar:22,unbalanc:49,unbound:42,unclear:24,unconstrain:66,under:[17,21,35,36,37,52,63,66],underli:35,understand:[37,46,57,59,66],understand_senti:42,understudi:67,undeterminist:46,unemploi:63,unexist:65,unidirect:9,uniform:[7,9,13,20,31,49,58],uniqu:[16,18,24,25,33,49,52],unique_ptr:[33,44],unit:[9,10,17,35,36,37,42,43,65],unittest:29,unittestcheckgrad_ep:48,univ:67,unix:47,unk:[57,67],unk_idx:[62,65],unknown:9,unlabel:66,unlik:[9,65,66,67],unordered_map:33,unseg:9,unsign:22,unsup:66,unsupbow:66,until:[18,22,33,47,52,65],untrack:43,unzip:64,updat:[7,9,18,21,22,26,30,33,36,43,44,47,49,51,66],update_equ:15,update_hook:7,updatecallback:44,updatestack:52,upload:[18,25,26],upon:[0,65],upstream:43,uri:52,url:[13,39,66],urls_neg:66,urls_po:66,urls_unsup:66,usag:[2,3,8,9,10,13,15,30,35,46,57,58],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,18,23,30,33,34,35,36,37,38,39,42,43,44,46,47,49,51,52,53,57,58,59,60,62,63,64,65,66,67],use_global_stat:9,use_gpu:[9,48,49,51,53,58,59,60,62,64,65,66,67],use_jpeg:59,use_old_updat:[48,49],use_seq:[35,64],used:[2,3,5,8,9,10,11,12,13,15,16,17,18,23,30,31,33,34,35,38,39,42,44,46,47,48,49,51,52,57,59,60,62,64,65,66,67],useful:[2,3,9,10,33,42,44,51,62,65,66],usegpu:[44,58],useless:47,user:[2,3,7,9,10,13,15,16,17,20,21,24,25,27,31,33,34,35,37,47,48,49,52,60,62,65],user_id:64,user_info:13,user_nam:20,usercert:20,userid:63,userinfo:13,userkei:20,usernam:[20,43],uses:[3,18,24,30,42,43,44,49,52,59,60,62,64,67],using:[2,3,5,7,9,10,13,16,17,18,21,22,24,25,27,31,33,34,35,37,42,43,44,46,49,51,52,53,57,58,59,60,62,65,66],usr:[36,47,49,52],usrdict:57,usrmodel:57,usual:[9,13,15,25,35,36,46,49,51,52,66],utf:57,util:[5,24,36,42,44,46,59,64,66],uuid:[19,24],v28:9,valid:[31,33,52,60,66],valu:[3,5,7,8,9,11,12,13,15,18,30,33,34,35,42,44,49,51,52,58,59,60,65,66],value1:49,value2:49,value_evalu:8,value_rang:13,vanilla:42,vanish:66,vari:[46,52],variabl:[3,9,13,16,34,35,36,39,44,47,52,53,66],varianc:[9,60],variant:37,varproto:34,vars_:33,vector:[3,9,10,13,16,22,42,44,57,62,64,66,67],vectorenable_parallel_vector:48,vendor:17,verb:[13,65],verbos:27,veri:[3,9,12,17,21,30,33,42,46,59,62,66],verifi:44,versa:36,version:[9,10,17,25,27,32,36,37,39,44,46,47,48,49,52,53,57,59,63,65,66,67],versu:16,vertic:[9,60],vgg:[10,59],vgg_16_cifar:59,via:[18,31,36,43,46,47,52,62],vice:36,view:9,virtual:37,virtualenv:64,visibl:[24,33,37],vision:59,visipedia:59,visual:[9,37,46],viterbi:65,voc_dim:62,vocab:66,volum:[37,53],volumemount:[52,53],volumn:52,voluntarili:63,vutbr:13,wai:[3,8,9,10,16,22,24,35,37,42,44,47,51,64,65,67],wait:[11,18,22,43,49],walk:[5,58],wall:65,wangkuiyi:17,want:[3,9,10,16,25,31,33,35,36,37,43,44,49,51,57,60,62,64,65,66],war:63,warn:27,warp:[9,46],warpctc:9,warpctc_dir:9,watch:18,wbia:[52,60],web:37,websit:[59,62,65,66],wei:[65,66],weight:[8,9,10,11,42,44,49,51,59,60],weight_act:10,weightlist:44,weights_:44,weights_t:44,welcom:[17,64,66],well:[25,37,44,49,52,59,62],were:[8,17],west:52,western:63,wether:9,wget:36,what:[7,9,10,11,17,34,35,43,47,62,64],wheel:36,when:[2,3,7,8,9,13,15,17,18,21,22,25,27,30,39,42,43,44,46,49,51,52,53,57,58,59,65,66,67],whenev:64,where:[3,9,10,11,16,18,24,35,42,44,46,47,49,51,57,60,65,67],wherea:21,whether:[8,9,10,31,44,49,58,59,64,66,67],which:[0,2,3,5,7,8,9,10,11,13,16,17,18,20,21,22,24,25,30,31,33,34,35,39,42,43,44,46,47,49,51,52,58,59,60,62,63,64,65,66,67],whichev:58,whl:36,who:[57,60,63],whoever:22,whole:[3,8,13,28,29,34,52,53,62,63,64,67],whose:[3,9,13,18,24,34,42,64,65],why:[10,29],wide:[17,65],width:[8,9,13,28,31,44,59,67],wiki:[9,17],wikipedia:[9,13],wilder:3,window:[9,12,13,37,66],wise:9,with_avx:[37,43],with_avxcompil:36,with_bia:34,with_coveragecompil:36,with_doccompil:36,with_doubl:44,with_doublecompil:36,with_dsocompil:36,with_gpu:[37,43],with_gpucompil:36,with_profil:46,with_profilercompil:36,with_pythoncompil:36,with_rdmacompil:36,with_style_check:43,with_style_checkcompil:36,with_swig_pycompil:36,with_test:[37,43],with_testingcompil:36,with_tim:46,with_timercompil:36,within:[9,21,35],without:[8,9,18,22,31,47,66],wmt14:[42,67],wmt14_data:67,wmt14_model:67,wmt:67,wmt_shrinked_data:13,woboq:37,won:[46,60],wonder:3,word2vec:25,word:[3,8,9,13,34,42,51,61,64,65,66,67],word_dict:[62,65],word_dim:62,word_id:3,word_idx:13,word_slot:65,word_vector:62,word_vector_dim:[9,42,57],words_freq_sort:13,work:[3,5,13,16,17,18,31,36,42,43,44,46,47,49,52,53,62,64],worker:52,workercount:52,workflow:[37,43,52],workspac:[37,49,64],worri:35,wors:58,would:[15,17,18,24,30,31,37,47,52,58,62,65],wrap:65,wrapper:[10,17,46],writ:64,write:[3,13,16,18,24,31,37,43,45,47,52,59,64,65,67],write_lock:19,writelin:35,writer:[16,63],written:[64,66],wrong:[3,31],wsize:52,wsj:65,www:[9,13,59,67],x64:36,x_1:9,x_n:9,xarg:[8,44],xgbe0:49,xgbe1:49,xiaojun:66,xmap_read:13,xrang:[31,35,44],xxbow:66,xxx:[16,60,67],xxxx:19,xxxxxxxxx:52,xxxxxxxxxx:52,xxxxxxxxxxxxx:52,xxxxxxxxxxxxxxxxxxx:52,xzf:36,y_predict:35,yaml:[17,52,64],yancey1989:25,yann:13,yapf:43,year:63,yeild:[15,59],yield:[3,13,16,20,31,35,62,64,65,66],you:[2,3,5,7,9,10,25,33,35,36,37,39,42,43,44,46,47,49,51,52,57,58,59,60,62,64,65,66,67],your:[3,9,16,17,25,27,36,37,43,44,46,47,51,52,62,66],your_access_key_id:52,your_paddle_source_dir:9,your_secrete_access_kei:52,your_source_root:29,yourself:9,yum:36,yuyang18:[9,10,13],zachari:66,zeng:66,zero:[3,7,9,11,13,18,30,44,49,52,62],zhidao:57,zhou:[65,66],zip:[13,63],zone:52,zxvf:52},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0d\u4f7f\u7528":28,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":28,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":28,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":28,"\u4ec5\u4ec5\u4f7f\u7528void":28,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":28,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":29,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":26,"\u5206\u652f\u89c4\u8303":32,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":28,"\u539f\u56e0\u5217\u8868":28,"\u53c2\u8003\u6587\u6863":26,"\u540d\u8bcd\u89e3\u91ca":26,"\u57fa\u672c\u8981\u6c42":28,"\u5b9e\u73b0":28,"\u5b9e\u73b0\u65b9\u5f0f":29,"\u5bfc\u51fac":28,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":28,"\u63a8\u6d4b\u6267\u884c":19,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":26,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":29,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":26,"\u6846\u67b6\u751f\u6210":26,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":26,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":29,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":26,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":26,"\u76ee\u5f55\u7ed3\u6784":29,"\u76ee\u6807":26,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":28,"\u7c7b":28,"\u7f16\u8bd1\u9009\u9879":29,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":28,"\u80cc\u666f":28,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":26,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8f6c\u6362\u5e93":20,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":28,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":32,"case":51,"class":[30,44],"filemanager\u8bbe\u8ba1\u6587\u6863":26,"function":[17,57],"new":44,"paddle\u52a8\u6001\u5e93\u4e2d":28,"paddle\u53d1\u884c\u89c4\u8303":32,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":32,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":28,"return":31,AWS:52,Abs:6,DNS:52,EFS:52,For:[17,53],KMS:52,The:[22,30],Use:[51,53],Using:[17,22,37,43],With:[25,37],about:0,access:52,account:52,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,add:52,address:52,addto:9,adversari:58,aggreg:9,aggregatelevel:9,algorithm:[18,62],all:33,analysi:66,api:[1,4,29,34,37],appendix:62,applic:4,approach:46,architectur:[42,62],argument:[27,31,48,51,62],asset:52,associ:[33,52],async:49,attent:42,attribut:7,auc:8,avg:12,aws:52,background:35,base:25,basepool:12,batch:31,batch_norm:9,batch_siz:31,beam_search:9,between:[16,34],bidirect:66,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:67,block_expand:9,book:37,branch:43,brelu:6,bucket:52,build:[36,38,43,53],built:46,cach:3,can:33,capi:29,capi_priv:29,cento:36,check:[9,44,47],checkpoint:[18,19,24],chines:57,choos:[17,52],chunk:8,cifar:13,classif:[8,59],classification_error:8,classification_error_print:8,client:22,clone:43,cloudform:52,cluster:[23,47,51,52],cmake:17,code:[25,43],column_sum:8,command:[50,51,62,67],commit:[43,53],common:49,commun:49,compos:31,concat:9,concept:52,conclus:24,config:[4,51,64,65],configur:[14,42,45,47,52,62,64],conll05:13,connect:9,contain:[37,53],content:[29,46,52],context_project:9,contribut:43,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convert:24,convolut:[59,62],core:52,cos_sim:9,cost:9,cpu:[37,51],creat:[31,33,43,52,53],creation:21,creator:31,credenti:52,credit:0,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cudnnavg:12,cudnnmax:12,custom:31,dat:63,data:[9,13,18,31,35,52,53,57,58,59,62,64,65,66,67],datafeed:13,dataprovid:[3,4,49],dataset:[13,18,21,63,64,67],datatyp:13,date:43,debian:39,decayedadagrad:11,decor:31,defin:[52,62,66,67],delet:[43,52],delv:59,demo:52,dens:24,depend:36,deploi:25,deriv:44,descript:[27,49,58,63,65],design:[16,18,21,22,23,24,30,31,33],destroi:[33,52],detail:[49,59],detect:8,detection_map:8,develop:[37,43,45],devic:51,dictionari:[31,57],differ:51,directori:52,dispatch:[18,21],distribut:[16,18,25,47,49,52],doc:[16,18,21,22,23,24,30,31],docker:[25,37,53],document:[37,56],dotmul_oper:9,dotmul_project:9,down:52,download:[36,52,53,57,60,64,67],dropout:9,dylib:29,dynam:18,ec2:52,elast:52,elect:24,embed:[9,57,62],entri:31,environ:25,eos:9,equat:44,evalu:[8,35,64],evalutaion:67,event:[15,16],exampl:[16,17,29,57,58],exercis:59,exp:6,expand:9,expandlevel:9,extern:52,extract:[57,60,64,67],fault:18,featur:[60,63,64,65],field:64,file:[52,53,62,63,64],find:52,first_seq:9,fork:43,form:34,format:[18,62],from:[16,24,34,36,38],full_matrix_project:9,fulli:9,gan:58,gate:42,gener:[42,58,67],get:[40,53],get_output:9,github:43,gpu:[37,46,49,51],gradient:[22,44],gradient_print:8,group:[9,52],gru:[10,49],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:39,hand:46,handler:[16,28],happen:24,high:34,hook:43,how:[31,45,46],hsigmoid:9,huber_cost:9,iam:52,ident:6,identity_project:9,imag:[9,10,25,37,53,59],imagenet:60,imdb:[13,66],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,31,44,58],infer:[15,62],info:60,ingredi:16,ingress:26,init_hook:3,initi:[22,51,52],input_typ:3,insid:33,inspect:52,instal:[36,38,39,52,62],instanc:52,integr:52,interact:34,interfac:[13,18,22,23,31,33,60],interpol:9,introduct:[2,57,60,66,67],isn:31,issu:43,job:[18,25,47,52,53],join:9,keep:43,kei:52,kill:47,kube:52,kubectl:52,kubernet:[25,52,53],label:65,lambda_cost:9,last_seq:9,launch:47,layer:[9,16,44,51],learnabl:9,leval:34,level:34,libpaddle_capi_shar:29,libpaddle_capi_whol:29,librari:22,line:[50,62],linear:[6,35],linear_comb:9,list:[19,31],local:[33,43,51,52],log:[6,62],logic:21,logist:62,low:34,lstm:[10,49,65,66],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,manag:17,map:31,master:[18,21,25],math:9,matrix:49,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,messag:34,meta:64,mini:31,minibatch:13,misc:9,mix:[9,51],mnist:[13,58],model:[3,4,14,16,22,24,35,37,41,42,47,51,57,58,59,60,61,62,67],modifi:53,momentum:11,movi:[63,64],movielen:[13,63,64],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:31,multiplex:9,name:[33,52],nce:9,need:[31,46],network:[10,42,51,58,59,60,62,64,65],neural:[42,59,62,64,65],neuralnetwork:35,nlp:[10,49],non:3,norm:9,nvprof:46,nvvp:46,object:[18,64],observ:[57,60],onli:[31,33,37],opproto:34,optim:[11,18,22,45,62],option:[27,36,57],order:27,origin:43,orthogon:33,outlin:48,output:[47,52],overview:[24,33,62],packag:[17,39],pad:9,paddl:[31,32,33,53],paddlejob:25,paddlepaddl:[16,37,38,52,56,57,67],pair:52,parallel_nn:51,paramet:[7,9,15,16,18,22,23,25,30,49,50,52,57,60],paraphras:57,parent:33,partit:22,pass:51,path:[24,27],perform:[46,49],persist:21,pfsclient:[26,27],pfsserver:26,pnpair:8,point:52,pool:[9,12],power:9,pre:43,precision_recal:8,predict:[5,59,60,64,65,66],prefetch:31,prelu:9,prepar:[35,47,52,57,58,59,64,66,67],preprocess:[57,59,62,64,67],prerequisit:47,pretrain:[57,67],print:8,privat:52,problem:35,process:[18,22,25],profil:46,project:17,provid:[3,31,62,64,65],pserver:24,pull:43,push:43,pydataprovider2:3,python:[5,25,31,34,37,44,60,62,64],queue:[18,21],quick:62,randomnumb:49,rank:8,rank_cost:9,rat:64,rate:63,reader:[13,16,31],recoveri:18,recurr:[9,10,42,62],recurrent_group:9,refer:[3,46,65,66],region:52,regist:34,regress:[35,62,64],regular:22,relu:6,remot:23,render:52,repeat:9,request:43,requir:[17,36,43],reshap:9,resnet:60,result:[47,53,67],retri:21,revis:57,rmsprop:11,rnn:[41,42,49],role:65,rotat:9,route53:52,row_conv:9,run:[47,53,65],runtim:25,sampl:9,sampling_id:9,save:24,scale:[9,18],scaling_project:9,scope:33,script:53,secur:52,select:22,selective_fc:9,semant:65,sentiment:[13,66],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:42,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[18,21,22,25,49,52],servic:52,set:50,setup:[36,52],sgd:49,share:[16,33],should:33,shuffl:31,sigmoid:6,simpl:[35,42],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:31,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[36,38],span:36,spars:[22,23,24,51],specifi:[51,57],split:64,spp:9,squar:6,squarerootn:12,stack:66,standard:62,stanh:6,start:[16,40,43,52,53,62],startup:53,store:18,structur:58,subcommond:27,submit:25,suffici:31,suitabl:17,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:62,synopsi:27,system:52,tabl:29,table_project:9,take:31,tanh:6,task:[18,21],tear:52,templat:52,tensor:9,test:[43,44,49,51,64,65,66],text:67,text_conv_pool:10,thi:33,timelin:24,timer:46,tip:46,todo:[19,20],togeth:33,toi:58,toler:18,tool:[17,46],train:[15,16,18,23,25,31,35,37,47,49,51,52,53,57,58,59,62,64,65,66,67],trainer:[15,18,22,24,25,52,64],tran:9,trans_full_matrix_project:9,transfer:62,tune:[46,49],tutori:[57,59,61,65,66,67],ubuntu:36,uci_h:13,unit:[44,49],updat:[16,23,24,52],usag:[31,37,45],use:31,user:[18,57,63,64,66,67],util:8,value_print:8,variabl:33,vector:49,verifi:52,vgg_16_network:10,visual:60,volum:52,vpc:52,warp_ctc:9,what:[24,46],when:[24,33],why:[31,46],wmt14:13,word:[57,62],work:37,workflow:67,workspac:47,wrapper:44,write:[44,62],yaml:53,zoo:[60,61]}}) \ No newline at end of file diff --git a/develop/doc_cn/_sources/design/cluster_train/save_model.md.txt b/develop/doc_cn/_sources/design/cluster_train/save_model.md.txt new file mode 100644 index 0000000000000000000000000000000000000000..b70f00176b6701ef487ef88ac0933b9b227037ea --- /dev/null +++ b/develop/doc_cn/_sources/design/cluster_train/save_model.md.txt @@ -0,0 +1,110 @@ +# Design Doc: Save Model + +## Overview + +The model is the output of the training process. There are two +ways from which user can obtain a model: + +- Save model triggered by user code: user code asks PaddlePaddle to + save a model. +- Convert model from the checkpoint: model being converted from + pservers' periodic checkpoint. In this way, the user can cancel a + job at any time, and still have a relatively fresh model (we + checkpoint around every 5 minutes). + +### Trainer Saving Model vs. Pservers Saving Model + +Both trainers and pservers have access to the model. So the model can +be saved from a trainer or pservers. We need to decide where the model +is saved from. + +#### Dense Update vs. Sparse Update + +There are two types of model update methods: dense update and sparse +update (when the model parameter is configured to be sparse). + +- Dense update + + Every trainer has it's own full copy of the model. Every model + update will update the entire model. + +- Sparse update + + The training input is sparse, and the trainer does not have the + entire model. It will only download the sub-model necessary related + to the input. When updating the model, only the sub-model related to + the training input is updated. + + +#### Pservers Saving Model + +The benefit of letting pservers save model is they have the entire +model all the time. However, since pservers are on different nodes, it +requires a merging process to merge model shards into the same +model. Thus requires the pservers to write models to a distributed +filesystem, making the checkpoint shards visible to the merge program. + +#### Trainer Saving Model + +The benefit of letting one trainer to save the model is it does not +require a distributed filesystem. And it's reusing the same save model +logic when training locally - except when doing sparse update, the +trainer needs to download the entire model during the saving process. + +#### Conclusion + +Given trainer saving model does not require a distributed filesystem, +and is an intuitive extension to trainer saving model when training +locally, we decide to let the trainer save the model when doing +distributed training. + + +### Convert Model from Checkpoint + +TODO + + +## Timeline + +We first implement trainer save the model. Converting the latest +snapshot to a model will be a TODO for future. + + +## Trainer Save Model + +### Trainer Election + +One trainer will be elected as the one to save the model. When using +etcd, trainer ID is a randomly generated UUID, we will utilize etcd to +elect one trainer. When not using etcd, unique trainer IDs will be +given by the administrator, the trainer whose ID is "0" is elected to +save the model. + +### Model Save Path + +Each trainer will be given the directory to save the model. The +elected trainer will save the model to +`given-directory/trainerID`. Since the trainer ID is unique, this +would prevent concurrent save to the same file when multiple trainers +are elected to save the model when split-brain problem happens. + +### What Happens When Model Is Saving + +It takes some time to save model, we need to define what will happen +when save model is taking place. + +When doing dense update, the trainer uses the local model. Pservers +does not need to pause model update. + +When doing sparse update. The trainer needs to download the entire +model while saving. To get the most accurate model, the model update +needs to be paused before the download starts and resumed after the +download finishes. Otherwise, the trainer gets a model that is +"polluted": some part of the model is old, some part of the model is +new. + +It's unclear that the "polluted" model will be inferior due to the +stochastic nature of deep learning, and pausing the model update will +add more complexity to the system. Since supporting sparse update is a +TODO item. We defer the evaluation of pause the model update or not +during saving model to the future. diff --git a/develop/doc_cn/_sources/design/simple_op_design.md.txt b/develop/doc_cn/_sources/design/simple_op_design.md.txt new file mode 100644 index 0000000000000000000000000000000000000000..49ca5db5da9e400fd2c54eb8903b0dd2eb832d44 --- /dev/null +++ b/develop/doc_cn/_sources/design/simple_op_design.md.txt @@ -0,0 +1,201 @@ +## Interaction between C++ and Python + +Users employ API in Python to describe their own network, however, the network construction actually happens in C++. so Protobuf is introduced to send the message between Python and C++. + +The Interaction between Python and C++ can be simplified as two steps: + +1. C++ tells Python how many Ops there are, and what parameter do users need to offer to initialize a new Op. Python then builds API for each Op at compile time. + +2. Users invoke APIs built by Python and provide necessary parameters. These parameters will be sent to C++ fo finish Op construction task. + +### Message form C++ to Python + +We define a Protobuf message class `OpProto` to hold message needed in the first step. What should an `OpProto` contain? This question is equivalent to “What message do we need to offer, to build a Python API which is legal and user oriented and can use to describe a whole Op.” + +Following message are necessary: + +1. Op's name, and its simple comment. +2. Input and output variable number; each variable's name, type, and comment. +3. Op's attributes; each attribute includes name, type, comment, **default value** and **value range**. + +So `OpProto` can be defined as follows: + +```proto +enum AttrType { + INT = 1; + FLOAT = 2; + STRING = 3; + INTS = 4; + FLOATS = 5; + STRINGS = 6; +}; + +message AttrValue { + AttrType type = 1; + optional int iv = 2; + optional float fv = 3; + optional string sv = 4; + repeated int ivs = 5; + repeated float fvs = 6; + repeated string svs = 7; +}; + +message AttrProto { + required string name = 1; + required string comment = 2; + required AttrType type = 3; +}; + +message VarProto { + required string name = 1; + required string comment = 2; +}; + +message OpProto { + repeated VarProto inputs = 1; + repeated VarProto outputs = 2; + repeated AttrProto attrs = 3; + required string type = 4; + required string comment = 5; +}; +``` + +To generate Python code automatically: + +```python +def create_python_ops_creatation_functions(): + op_protos = paddle.framework.OpRegistry.get_all_op_proto() + for type_name in op_protos: + op_proto = op_protos[type_name] + def __impl__(**kwargs): # User must use key word args in Paddle API + inputs = [kwargs.get(ipt.name, "") for ipt in op_proto.inputs] + outputs = [kwargs.get(opt.name, "") for opt in op_proto.outputs] + attrs = [cast_to_op_attr(attr, kwargs.get(attr.name, None)) for attr in op_proto.attrs] + opdesc = （input, outputs, type_name, attrs） + return paddle.framework.OpRegistry.CreateOp(opdesc) + __impl__.__doc__ = create_doc_string(op_proto) + globals()[type_name] = __impl__ + +create_python_ops_creatation_functions() +``` + +### Message from Python to C++ + +To hold message needed in the above second step, we define Protobuf message class `OpDesc`. It is used to hold user-specified parameters in Op describing. + +```proto +message OpDesc { + required string type = 1; + repeated string inputs = 2; + repeated string outputs = 3; + map attrs = 4; +}; +``` + +## OpProto Register + +Every Op has its own `OpProto`. For using convenience, we need to register them and record all their messages. For each `Op` class, we define a corresponding `OpMaker` class, in whose constructor we implement the `OpProto`'s building process. `OpMaker`'s constructor will be invoked by another function `OpRegistry::RegisterOp()`. + +```cpp +class OpProtoMaker { +public: + OpProtoMaker(OpProto* proto): proto_(proto) {} +protected: + OpProto* proto_; + void AddInput(const std::string& name, const std::string& desc) {...} + void AddAttr(const std::string& name, const std::string& desc, TypeId type) {...} + void AddComment(const std::string& comment) { ... } +}; + +class OpRegistry { +public: + using OpCreator = std::function; + + template + static void RegisterOp(const std::string& name) { + gCreators_[name] = [](const OpDesc& desc) { + return new OpType(desc); + }; + OpProto& opProto = gProtos_[name]; + OpMaker()(&opProto); + } + + static map gCreators_; + static map gProtos_; +}; + +template +class OpRegister { + public: + OpRegister(std::string type) { + OpRegistry::RegisterOp(type); + } +}; + +#define REGISTER_OP(op_class, op_maker_class, type_name) \ + class op_class##Register { \ + private: \ + const static OpRegister<#op_class, #op_maker_class> reg; \ + }; \ + const Register op_class##Register::reg(#type_name); + +class CosineOp { +// ... +} + +struct CosineOpProtoMaker : public OpProtoMaker { + CosineOpProtoMaker(OpProto* proto) : OpProtoMaker(proto) { + AddInput("input", "input of cosine op"); + AddAttr("scale", "scale of cosine op", float).Default(1.0).LargerThan(0.0); + AddType("cos"); + AddComment("This is cos op"); + } +} + +REGISTER_OP(CosineOp, CosineOpProtoMaker, cos); +``` + +In `REGISTER_OP(CosineOp, CosineOpProtoMaker, cos)`, we register not only `CosineOp` but also `CosineOpProto`. As fields of `CosineOpProto`, the default value and value range of `scale` are also registered here. + +## Python API + +Python APIs are divided into two types, high-level API and low-level API. + +### High-Level API + +High-level API is called by users directly, so it should keep its style consistent with existing V2 APIs. + +Here is a sample about how a define a fc layer: + +```python +hd = fc_layer(input=data, size=56, with_bias=True, activation="sigmoid"); +``` + +`hd` is the output of `fc_layer` and it's a `variable`. It can be further sent into other layers as input. + +The definition of `fc_layer()`: + +```python +def fc_layer(input, size, with_bias, activation): + attr_map = {"size":size} + check_attrs(attr_map) + w = make_variable('w') + if with_bias: + b = make_variable('b') + else: + b = None + fc_output = make_variable('fc_output'); + fc_op(input, w, b, fc_output, attr_map) + act_output = make_variable('sigmod_output'); + if activation == "sigmod": + sigmod_op(fc_output, act_output); + elif: + # ... + return act_output; +``` + +### Low Leval API + +In above sample, `fc_op` and `sigmod_op` are low-level API. They build `OpDesc` and invoke corresponding C++ code. + +*TODO* diff --git a/develop/doc_cn/design/cluster_train/save_model.html b/develop/doc_cn/design/cluster_train/save_model.html new file mode 100644 index 0000000000000000000000000000000000000000..b97a85d6385a1453be59b5367ed132f64fc3e643 --- /dev/null +++ b/develop/doc_cn/design/cluster_train/save_model.html @@ -0,0 +1,352 @@ + + + + + + + + + + + Design Doc: Save Model — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ Folk me on Github +
+ + English + + + + +
+ +
+
+ + + + +
+
+ + + +
+
+
+
+
+ +
+ + + + +
+ + + + + + + + + + + +
+
    + +
  • Design Doc: Save Model
    • +
+
+ +
+
+
+
+ +
+

Design Doc: Save Model

+
+

Overview

+

The model is the output of the training process. There are two +ways from which user can obtain a model:

+
    +
  • Save model triggered by user code: user code asks PaddlePaddle to +save a model.
    • +
  • Convert model from the checkpoint: model being converted from +pservers’ periodic checkpoint. In this way, the user can cancel a +job at any time, and still have a relatively fresh model (we +checkpoint around every 5 minutes).
    • +
+
+

Trainer Saving Model vs. Pservers Saving Model

+

Both trainers and pservers have access to the model. So the model can +be saved from a trainer or pservers. We need to decide where the model +is saved from.

+
+

Dense Update vs. Sparse Update

+

There are two types of model update methods: dense update and sparse +update (when the model parameter is configured to be sparse).

+
    +

  • Dense update

    +

    Every trainer has it’s own full copy of the model. Every model +update will update the entire model.

    +
    • +

  • Sparse update

    +

    The training input is sparse, and the trainer does not have the +entire model. It will only download the sub-model necessary related +to the input. When updating the model, only the sub-model related to +the training input is updated.

    +
    • +
+
+
+

Pservers Saving Model

+

The benefit of letting pservers save model is they have the entire +model all the time. However, since pservers are on different nodes, it +requires a merging process to merge model shards into the same +model. Thus requires the pservers to write models to a distributed +filesystem, making the checkpoint shards visible to the merge program.

+
+
+

Trainer Saving Model

+

The benefit of letting one trainer to save the model is it does not +require a distributed filesystem. And it’s reusing the same save model +logic when training locally - except when doing sparse update, the +trainer needs to download the entire model during the saving process.

+
+
+

Conclusion

+

Given trainer saving model does not require a distributed filesystem, +and is an intuitive extension to trainer saving model when training +locally, we decide to let the trainer save the model when doing +distributed training.

+
+
+
+

Convert Model from Checkpoint

+

TODO

+
+
+
+

Timeline

+

We first implement trainer save the model. Converting the latest +snapshot to a model will be a TODO for future.

+
+
+

Trainer Save Model

+
+

Trainer Election

+

One trainer will be elected as the one to save the model. When using +etcd, trainer ID is a randomly generated UUID, we will utilize etcd to +elect one trainer. When not using etcd, unique trainer IDs will be +given by the administrator, the trainer whose ID is “0” is elected to +save the model.

+
+
+

Model Save Path

+

Each trainer will be given the directory to save the model. The +elected trainer will save the model to +given-directory/trainerID. Since the trainer ID is unique, this +would prevent concurrent save to the same file when multiple trainers +are elected to save the model when split-brain problem happens.

+
+
+

What Happens When Model Is Saving

+

It takes some time to save model, we need to define what will happen +when save model is taking place.

+

When doing dense update, the trainer uses the local model. Pservers +does not need to pause model update.

+

When doing sparse update. The trainer needs to download the entire +model while saving. To get the most accurate model, the model update +needs to be paused before the download starts and resumed after the +download finishes. Otherwise, the trainer gets a model that is +“polluted”: some part of the model is old, some part of the model is +new.

+

It’s unclear that the “polluted” model will be inferior due to the +stochastic nature of deep learning, and pausing the model update will +add more complexity to the system. Since supporting sparse update is a +TODO item. We defer the evaluation of pause the model update or not +during saving model to the future.

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

+ © 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/simple_op_design.html b/develop/doc_cn/design/simple_op_design.html new file mode 100644 index 0000000000000000000000000000000000000000..ae435907e5d77fde431ab62ad98ee912a3010261 --- /dev/null +++ b/develop/doc_cn/design/simple_op_design.html @@ -0,0 +1,433 @@ + + + + + + + + + + + Interaction between C++ and Python — PaddlePaddle 文档 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ Folk me on Github +
+ + English + + + + +
+ +
+
+ + + + +
+
+ + + +
+
+
+
+
+ +
+ + + + +
+ + + + + + + + + + + +
+
    + +
  • Interaction between C++ and Python
    • +
+
+ +
+
+
+
+ +
+

Interaction between C++ and Python

+

Users employ API in Python to describe their own network, however, the network construction actually happens in C++. so Protobuf is introduced to send the message between Python and C++.

+

The Interaction between Python and C++ can be simplified as two steps:

+
    +
  1. C++ tells Python how many Ops there are, and what parameter do users need to offer to initialize a new Op. Python then builds API for each Op at compile time.
    2. +
  2. Users invoke APIs built by Python and provide necessary parameters. These parameters will be sent to C++ fo finish Op construction task.
    3. +
+
+

Message form C++ to Python

+

We define a Protobuf message class OpProto to hold message needed in the first step. What should an OpProto contain? This question is equivalent to “What message do we need to offer, to build a Python API which is legal and user oriented and can use to describe a whole Op.”

+

Following message are necessary:

+
    +
  1. Op’s name, and its simple comment.
    2. +
  2. Input and output variable number; each variable’s name, type, and comment.
    3. +
  3. Op’s attributes; each attribute includes name, type, comment, default value and value range.
    4. +
+

So OpProto can be defined as follows:

+
enum AttrType {
+    INT = 1;
+    FLOAT = 2;
+    STRING = 3;
+    INTS = 4;
+    FLOATS = 5;
+    STRINGS = 6;
+};
+
+message AttrValue {
+    AttrType type = 1;
+    optional int iv = 2;
+    optional float fv = 3;
+    optional string sv = 4;
+    repeated int ivs = 5;
+    repeated float fvs = 6;
+    repeated string svs = 7;
+};
+
+message AttrProto {
+    required string name = 1;
+    required string comment = 2;
+    required AttrType type = 3;
+};
+
+message VarProto {
+    required string name = 1;
+    required string comment = 2;
+};
+
+message OpProto {
+    repeated VarProto inputs = 1;
+    repeated VarProto outputs = 2;
+    repeated AttrProto attrs = 3;
+    required string type = 4;
+    required string comment = 5;
+};
+
+
+

To generate Python code automatically:

+
def create_python_ops_creatation_functions():
+    op_protos = paddle.framework.OpRegistry.get_all_op_proto()
+    for type_name in op_protos:
+        op_proto = op_protos[type_name]
+        def __impl__(**kwargs):  # User must use key word args in Paddle API
+            inputs = [kwargs.get(ipt.name, "") for ipt in op_proto.inputs]
+            outputs = [kwargs.get(opt.name, "") for opt in op_proto.outputs]
+            attrs = [cast_to_op_attr(attr, kwargs.get(attr.name, None)) for attr in op_proto.attrs]
+            opdesc = （input, outputs, type_name, attrs）
+            return paddle.framework.OpRegistry.CreateOp(opdesc)
+        __impl__.__doc__ = create_doc_string(op_proto)
+        globals()[type_name] = __impl__
+
+create_python_ops_creatation_functions()
+
+
+
+
+

Message from Python to C++

+

To hold message needed in the above second step, we define Protobuf message class OpDesc. It is used to hold user-specified parameters in Op describing.

+
message OpDesc {
+    required string type = 1;   
+    repeated string inputs = 2;
+    repeated string outputs = 3;
+    map<string, AttrValue> attrs = 4;
+};
+
+
+
+
+
+

OpProto Register

+

Every Op has its own OpProto. For using convenience, we need to register them and record all their messages. For each Op class, we define a corresponding OpMaker class, in whose constructor we implement the OpProto‘s building process. OpMaker‘s constructor will be invoked by another function OpRegistry::RegisterOp().

+
class OpProtoMaker {
+public:
+    OpProtoMaker(OpProto* proto): proto_(proto) {}
+protected:
+    OpProto* proto_;
+    void AddInput(const std::string& name, const std::string& desc) {...}
+    void AddAttr(const std::string& name, const std::string& desc, TypeId type) {...}
+    void AddComment(const std::string& comment) { ... }
+};
+
+class OpRegistry {
+public:
+    using OpCreator = std::function<OperatorBase* (OpDesc& desc)>;
+    
+    template <typename OpType, typename OpMaker>
+    static void RegisterOp(const std::string& name) {
+        gCreators_[name] = [](const OpDesc& desc) {
+            return new OpType(desc);
+        };
+        OpProto& opProto = gProtos_[name];
+        OpMaker()(&opProto);
+    }
+
+    static map<string, OpCreator> gCreators_;
+    static map<string, OpProto> gProtos_;
+};
+
+template <typename OpType, typename OpMaker>
+class OpRegister {
+  public:
+    OpRegister(std::string type) {
+        OpRegistry::RegisterOp<OpType, OpMaker>(type);
+    }
+};
+
+#define REGISTER_OP(op_class, op_maker_class, type_name)         \
+    class op_class##Register {                                   \
+      private:                                                   \
+        const static OpRegister<#op_class, #op_maker_class> reg; \
+    };                                                           \
+    const Register op_class##Register::reg(#type_name);
+    
+class CosineOp {
+// ...
+}
+
+struct CosineOpProtoMaker : public OpProtoMaker {
+    CosineOpProtoMaker(OpProto* proto) : OpProtoMaker(proto) {
+        AddInput("input", "input of cosine op");
+        AddAttr("scale", "scale of cosine op", float).Default(1.0).LargerThan(0.0);
+        AddType("cos");
+        AddComment("This is cos op");
+    }
+}
+
+REGISTER_OP(CosineOp, CosineOpProtoMaker, cos);
+
+
+

In REGISTER_OP(CosineOp, CosineOpProtoMaker, cos), we register not only CosineOp but also CosineOpProto. As fields of CosineOpProto, the default value and value range of scale are also registered here.

+
+
+

Python API

+

Python APIs are divided into two types, high-level API and low-level API.

+
+

High-Level API

+

High-level API is called by users directly, so it should keep its style consistent with existing V2 APIs.

+

Here is a sample about how a define a fc layer:

+
hd = fc_layer(input=data, size=56, with_bias=True, activation="sigmoid");
+
+
+

hd is the output of fc_layer and it’s a variable. It can be further sent into other layers as input.

+

The definition of fc_layer():

+
def fc_layer(input, size, with_bias, activation):
+    attr_map = {"size":size}
+    check_attrs(attr_map)
+    w = make_variable('w')
+    if with_bias:
+        b = make_variable('b')
+    else:
+        b = None
+    fc_output = make_variable('fc_output');
+    fc_op(input, w, b, fc_output, attr_map)
+    act_output = make_variable('sigmod_output');
+    if activation == "sigmod":
+        sigmod_op(fc_output, act_output);
+    elif:
+        # ...
+    return act_output;
+
+
+
+
+

Low Leval API

+

In above sample, fc_op and sigmod_op are low-level API. They build OpDesc and invoke corresponding C++ code.

+

TODO

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

+ © 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/getstarted/concepts/use_concepts_cn.html b/develop/doc_cn/getstarted/concepts/use_concepts_cn.html index 3391e5d857706951ceeb98303c23a4d831ced0be..d3b2aa62d86f045c561e9805172fb25705ffb907 100644 --- a/develop/doc_cn/getstarted/concepts/use_concepts_cn.html +++ b/develop/doc_cn/getstarted/concepts/use_concepts_cn.html @@ -413,7 +413,7 @@ trainer.train( # define training dataset reader def train_reader(): train_x = np.array([[1, 1], [1, 2], [3, 4], [5, 2]]) - train_y = np.array([-2, -3, -7, -7]) + train_y = np.array([[-2], [-3], [-7], [-7]]) def reader(): for i in xrange(train_y.shape[0]): diff --git a/develop/doc_cn/objects.inv b/develop/doc_cn/objects.inv index d06f6b86bbc0a42730bb8dabcf8fd351683e2bcb..6fd0d70b0e1522e01281105d7ef1d7c0b1dba001 100644 Binary files a/develop/doc_cn/objects.inv and b/develop/doc_cn/objects.inv differ diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js index 98de307a9481c7a218253b21a41c0da960ce0bc1..861391d0ecedf2b553a07b76478b08083b9b2b1b 100644 --- a/develop/doc_cn/searchindex.js +++ b/develop/doc_cn/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["about/index_cn","api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/parameters_in_cpp","design/reader/README","design/releasing_process","design/scope","faq/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/ubuntu_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/cross_compiling/cross_compiling_for_android_cn","howto/cross_compiling/cross_compiling_for_raspberry_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["about/index_cn.md","api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","design/scope.md","faq/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/ubuntu_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/cross_compiling/cross_compiling_for_android_cn.md","howto/cross_compiling/cross_compiling_for_raspberry_cn.md","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{},objnames:{},objtypes:{},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":73,"0005\u4e58\u4ee5batch":65,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":72,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":72,"000\u4e2atxt\u6587\u4ef6":72,"000\u4f4d\u7528\u6237\u5bf94":69,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":66,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":69,"000\u90e8\u7535\u5f71\u76841":69,"00186201e":5,"00m":52,"01852v1":9,"03m":52,"0424m":52,"0473v3":10,"05d":65,"0630u":52,"06u":52,"0810u":52,"08823112e":5,"0957m":52,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":55,"0\u5c42\u5e8f\u5217":43,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":72,"0ab":9,"0b1":38,"0rc1":31,"0rc2":31,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":65,"10007_10":72,"10014_7":72,"100m":33,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":66,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":66,"101\u5c42\u7f51\u7edc\u6a21\u578b":66,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":65,"10\u6570\u636e\u96c6":65,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":65,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":65,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":65,"10g":24,"1150u":52,"11\u5b9e\u73b0\u4e86c":28,"11e6":59,"12194102e":5,"124n":52,"128\u7ef4\u548c256\u7ef4":64,"13m":59,"1490u":52,"14\u4ee5\u4e0a":42,"14\u6570\u636e\u96c6":73,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":73,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":57,"152\u5c42\u7f51\u7edc\u6a21\u578b":66,"15501715e":5,"1550u":52,"15\u884c":44,"1636k":73,"16u":52,"173m":66,"173n":52,"1770u":52,"18\u5c81\u4ee5\u4e0b":69,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":59,"197u":52,"1\u7684\u5c42\u4e4b\u5916":57,"1\u7a00\u758f\u6570\u636e":49,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":57,"1\u9664\u4ee5batch":65,"1m\u6570\u636e\u96c6\u4e2d":70,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":70,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":65,"210u":52,"211839e770f7b538e2d8":10,"215n":52,"228u":52,"234m":66,"24\u5c81":69,"2520u":52,"25639710e":5,"25k":68,"2680u":52,"26\u884c":44,"27787406e":5,"279n":52,"27m":52,"285m":52,"2863m":52,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":3,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":3,"28m":52,"2977m":52,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":73,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":33,"2\u4e2a\u6d6e\u70b9\u6570":34,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":60,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":57,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":60,"2nd":9,"302n":52,"30u":52,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":64,"32777140e":5,"328n":52,"32\u7ef4":64,"32u":52,"32x32":13,"331n":52,"3320u":52,"34\u5c81":69,"35\u65f6":73,"36540484e":5,"36u":52,"3710m":52,"3768m":52,"387u":52,"38u":52,"3920u":52,"39u":52,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":73,"3\u53f7gpu":33,"4035m":52,"4090u":52,"4096mb":55,"4279m":52,"43630644e":5,"43u":52,"448a5b355b84":59,"44\u5c81":69,"4560u":52,"4563m":52,"45u":52,"4650u":52,"4726m":52,"473m":59,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":69,"4gb":55,"500\u4e2atxt\u6587\u4ef6":72,"500m":33,"50\u5c42":66,"50\u5c42\u7f51\u7edc\u6a21\u578b":66,"51111044e":5,"514u":52,"525n":52,"526u":52,"53018653e":5,"536u":52,"5460u":52,"5470u":52,"54u":52,"55\u5c81":69,"55g":73,"5690m":52,"573u":52,"578n":52,"5798m":52,"586u":52,"58s":59,"5969m":52,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":64,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":38,"6080u":52,"6082v4":9,"6140u":52,"6305m":52,"639u":52,"64\u5e73\u53f0\u4e3a\u4f8b":[41,42],"64\u73af\u5883":42,"64\u7ef4":64,"655u":52,"6780u":52,"6810u":52,"682u":52,"6970u":52,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":52,"6\u4e2a\u8282\u70b9":53,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":64,"704u":52,"70634608e":5,"7090u":52,"72296313e":5,"72u":52,"73u":52,"75u":52,"760u":52,"767u":52,"783n":52,"784u":52,"78m":52,"7\u7248\u672c\u5f00\u59cb":41,"7eamaa":13,"7kb":59,"8250u":52,"8300u":52,"830n":52,"849m":52,"85625684e":5,"861u":52,"864k":73,"8661m":52,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":64,"877\u884c":64,"892m":52,"901n":52,"90u":52,"918u":52,"9247m":52,"924n":52,"9261m":52,"93137714e":5,"9330m":52,"94u":52,"9530m":52,"96644767e":5,"983m":52,"988u":52,"997u":52,"99982715e":5,"99m":66,"99u":52,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":59,"\u0233":34,"\u03b5":34,"\u4e00":44,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":34,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":65,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":25,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":58,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":59,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":46,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":65,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":46,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":46,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":46,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":72,"\u4e00\u4e2a\u6216\u591a\u4e2a":58,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":33,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":52,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":36,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":43,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":43,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":72,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":36,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":49,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":49,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":49,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":33,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":25,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":55,"\u4e00\u4e2alabel":44,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":47,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":71,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":68,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":58,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":25,"\u4e00\u4eba":44,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":46,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":70,"\u4e00\u65e9":44,"\u4e00\u662fbatch":33,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":53,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":58,"\u4e00\u6b21\u6027\u676f\u5b50":44,"\u4e00\u6b21yield\u8c03\u7528":3,"\u4e00\u79cd\u5e38\u7528\u7684\u505a\u6cd5\u662f\u7528\u5b66\u4e60\u7684\u6a21\u578b\u5bf9\u53e6\u5916\u4e00\u7ec4\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u9884\u6d4b":34,"\u4e00\u79cd\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":41,"\u4e00\u7bc7\u8bba\u6587":73,"\u4e00\u7ea7\u76ee\u5f55":[72,73],"\u4e00\u81f4":[43,44],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":31,"\u4e00\u822c\u4ece":48,"\u4e00\u822c\u5728paddlepaddle\u4e2d":44,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,34],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":33,"\u4e00\u822c\u6765\u8bf4":47,"\u4e00\u822c\u800c\u8a00":73,"\u4e00\u822c\u8868\u793a":44,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":68,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,39],"\u4e09\u7ea7\u76ee\u5f55":[72,73],"\u4e0a":48,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":71,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":25,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":72,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":44,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":60,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":25,"\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":41,"\u4e0a\u7f51":44,"\u4e0a\u8fd0\u884c":36,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":33,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":52,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":53,"\u4e0b":65,"\u4e0b\u56fe\u4e2d\u5c31\u5c55\u793a\u4e86\u4e00\u4e9b\u5173\u4e8e\u5185\u5b58\u6570\u636e\u8fc1\u5f99\u548c\u8ba1\u7b97\u8d44\u6e90\u5229\u7528\u7387\u7684\u5efa\u8bae":52,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":65,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":71,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":66,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":49,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":46,"\u4e0b\u6587\u4f7f\u7528":60,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":59,"\u4e0b\u6b21":44,"\u4e0b\u7684":60,"\u4e0b\u7684\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":42,"\u4e0b\u8868\u5c55\u793a\u4e86batch":66,"\u4e0b\u8f7d":25,"\u4e0b\u8f7d\u5230\u672c\u5730":25,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":59,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":38,"\u4e0b\u8f7d\u6570\u636e\u96c6":65,"\u4e0b\u8f7draspberri":42,"\u4e0b\u8f7dwmt":73,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":52,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":70,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":58,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":28,"\u4e0b\u9762\u5217\u51fa\u4e86":47,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":49,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":60,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":65,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":65,"\u4e0b\u9762\u662fcifar":65,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":49,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":66,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":66,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":49,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":39,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":34,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":43,"\u4e0d":44,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":25,"\u4e0d\u4f1a\u518d\u4ece":33,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":27,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":49,"\u4e0d\u4f7f\u7528c":27,"\u4e0d\u4f7f\u7528swig":27,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":73,"\u4e0d\u540c":71,"\u4e0d\u540c\u4e3b\u673a":58,"\u4e0d\u540c\u4ea7\u54c1":72,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":55,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":66,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":47,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":27,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":33,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":60,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[3,39],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":58,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":27,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":46,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":46,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":44,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":58,"\u4e0d\u5728":28,"\u4e0d\u5bb9\u6613\u51fa\u9519":25,"\u4e0d\u5c11":44,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":27,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":46,"\u4e0d\u5fc5\u518d\u5c06\u4efb\u610f\u957f\u5ea6\u6e90\u8bed\u53e5\u4e2d\u7684\u6240\u6709\u4fe1\u606f\u538b\u7f29\u81f3\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf\u4e2d":73,"\u4e0d\u6307\u5b9a\u65f6":46,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":58,"\u4e0d\u652f\u6301":71,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[3,39],"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":27,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":48,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u592a\u968f\u610f":48,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":48,"\u4e0d\u8fc7":44,"\u4e0d\u8fdc":44,"\u4e0d\u9519":44,"\u4e0e":[60,64,73],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":25,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":31,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":44,"\u4e0e\u53ef\u80fd\u6709\u7684":31,"\u4e0e\u5728":71,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":53,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":60,"\u4e0e\u7ffb\u8bd1":73,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":72,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":73,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":33,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":69,"\u4e0ejob":60,"\u4e0etime":69,"\u4e14":44,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":48,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[3,39],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":58,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":44,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":28,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":72,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":27,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":27,"\u4e24":44,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":53,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":50,"\u4e24\u4e2a\u5d4c\u5957\u7684":46,"\u4e24\u4e2a\u64cd\u4f5c":52,"\u4e24\u4e2a\u6587\u4ef6\u5939":65,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":71,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":44,"\u4e24\u4e2a\u90e8\u5206":50,"\u4e24\u79cd\u7c7b\u522b":68,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e2a":68,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":33,"\u4e2a\u5355\u8bcd":73,"\u4e2a\u6027\u5316\u63a8\u8350":[31,67],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":70,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":55,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":55,"\u4e2d":[27,28,33,49,60,65,68,70,71,72],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":48,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":64,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":73,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":73,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":44,"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5305\u542b\u4e00\u4e2aandroid\u7248\u672c\u7684\u5e93":41,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":42,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":68,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":73,"\u4e2d\u5305\u542bc":[41,42],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":48,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":48,"\u4e2d\u5b89\u88c5":53,"\u4e2d\u5b8c\u5168\u4e00\u81f4":27,"\u4e2d\u5b8c\u6210":72,"\u4e2d\u5b9a\u4e49":47,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":46,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":28,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":72,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":66,"\u4e2d\u6307\u5b9a":55,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":57,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":66,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":66,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":35,"\u4e2d\u6587\u6587\u6863":50,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":50,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":44,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":69,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":60,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":55,"\u4e2d\u7684":66,"\u4e2d\u7684\u4e00\u884c":[3,48],"\u4e2d\u7684\u5185\u5bb9":71,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":48,"\u4e2d\u7684\u63a5\u53e3":70,"\u4e2d\u7684\u6570\u636e":66,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":70,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":66,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":72,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":70,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":73,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":58,"\u4e2d\u7684\u7b2ci\u884c":73,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":69,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":72,"\u4e2d\u83b7\u53d6":60,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":53,"\u4e2d\u8bbe\u7f6e":53,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":53,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":49,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":33,"\u4e3a":[3,41,42,47],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":72,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":48,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":49,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":36,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":72,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":58,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":49,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":25,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":46,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd":36,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":48,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":53,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":28,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":53,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":[41,42],"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":52,"\u4e3a\u4e86\u8fd8\u539f":34,"\u4e3a\u4f8b":68,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":53,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":68,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":33,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":52,"\u4e3a\u60f3\u4fee\u6b63\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u4e8c\u8fdb\u5236\u6a21\u578b\u7684\u547d\u4ee4":64,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":53,"\u4e3a\u6b64":59,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":49,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":53,"\u4e3ajson\u6216yaml\u683c\u5f0f":70,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":49,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":55,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":25,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":39,"\u4e3b\u8981\u539f\u56e0":44,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":33,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":65,"\u4e3b\u8981\u7684\u89e3\u51b3\u529e\u6cd5\u662f\u51cf\u5c0f\u5b66\u4e60\u5f8b\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406":33,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":68,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":33,"\u4e3e\u4f8b":33,"\u4e3e\u4f8b\u8bf4\u660e":44,"\u4e4b\u524d":48,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":68,"\u4e4b\u540e":[34,39,49],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":53,"\u4e4b\u540e\u4f7f\u7528":49,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":49,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":49,"\u4e4b\u540e\u5b9a\u4e49\u7684":65,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":28,"\u4e4b\u95f4\u7684\u8ddd\u79bb":34,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":46,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":49,"\u4e58\u9664\u7b49\u65f6\u5019":33,"\u4e5d\u4e2a":71,"\u4e5f":44,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":46,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":28,"\u4e5f\u4e0d\u751f\u6210":28,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":48,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":58,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":36,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":46,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":52,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":60,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":68,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":58,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":[41,42],"\u4e5f\u5c31\u662f":48,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":68,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":48,"\u4e5f\u5c31\u662f\u8bf4":[55,57,64],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":70,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":60,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":52,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":44,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":58,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":46,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":33,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":68,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":65,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e66\u5199":27,"\u4e7e":44,"\u4e86":44,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":52,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":47,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":47,"\u4e8c\u7ea7\u76ee\u5f55":[72,73],"\u4e8c\u7ef4\u77e9\u9635":66,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":44,"\u4e8c\u8fdb\u5236":64,"\u4e92\u76f8\u901a\u4fe1":58,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":72,"\u4e94\u661f\u7ea7":44,"\u4e9a\u9a6c\u900a":72,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe":42,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":41,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":41,"\u4ea4\u53c9\u7f16\u8bd1raspberri":42,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":41,"\u4ea4\u901a":44,"\u4ea4\u901a\u4fbf\u5229":44,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[41,42],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":36,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec0\u4e48":70,"\u4ec5\u4ec5\u4f7f\u7528":27,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":72,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":70,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":70,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":72,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":49,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":49,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":60,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":41,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1raspberri":42,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":58,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":68,"\u4ece":[31,52,71],"\u4ece0\u5230num":55,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":46,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":52,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":34,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":72,"\u4ece\u5927\u5230\u5c0f":73,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":71,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":44,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":68,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":[41,42],"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":73,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":72,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":73,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":49,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":34,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":68,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":73,"\u4ece\u8bed\u4e49\u4e0a\u770b":46,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":44,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":34,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":64,"\u4ececmake":41,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ecestart":55,"\u4ecetest":73,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":48,"\u4ed4\u7ec6\u89c2\u5bdf":66,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":28,"\u4ed6\u4eec\u5206\u522b\u662f":44,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":44,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":66,"\u4ed6\u662f\u5c06":28,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":27,"\u4ee3\u66ff":60,"\u4ee3\u7801":70,"\u4ee3\u7801\u4e2d9":44,"\u4ee3\u7801\u5982\u4e0b":47,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":48,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":27,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":60,"\u4ee3\u8868\u7f16\u53f7":70,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a":48,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u6309\u7167\u751f\u6210\u7684dockerfile\u628a\u751f\u6210\u7684\u7a0b\u5e8f\u62f7\u8d1d\u5230\u751f\u4ea7\u955c\u50cf\u4e2d\u5e76\u505a\u76f8\u5e94\u7684\u914d\u7f6e":36,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":36,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":36,"\u4ee5\u4e0b":[20,70],"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":47,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":69,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":36,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":48,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":68,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":53,"\u4ee5\u4e0b\u793a\u8303\u5982\u4f55\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u4e2d\u6587\u5b57\u5178\u548c\u8bcd\u5411\u91cf\u8fdb\u884c\u77ed\u8bed\u6539\u5199":64,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":53,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":36,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":25,"\u4ee5\u4fbf\u7528\u6237":53,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":49,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":49,"\u4ee5\u5206\u7c7b\u6765\u81ea":72,"\u4ee5\u53ca":49,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":47,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":43,"\u4ee5\u53ca\u5728wmt":73,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":65,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":36,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":42,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":46,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":49,"\u4ee5\u53caandroid":41,"\u4ee5\u53caandroid\u6240\u9700":41,"\u4ee5\u53canumpi":20,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":70,"\u4ee5\u53carelu":49,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":[41,42],"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[41,42],"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":53,"\u4ee5\u9017\u53f7":64,"\u4ee5\u9017\u53f7\u95f4\u9694":55,"\u4ef7\u683c":44,"\u4efb\u52a1":70,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":53,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":44,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f18\u5316":72,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":49,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":60,"\u4f1a\u5171\u4eab\u53c2\u6570":33,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":55,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":44,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":60,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":50,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":33,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":46,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":27,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":46,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":33,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":46,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":46,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":2,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":3,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":27,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":49,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":48,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":73,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":60,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":46,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":46,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":48,"\u4f20\u5165":[3,20],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":5,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":5,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":33,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":55,"\u4f46":28,"\u4f46\u4e0d\u66b4\u9732":28,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":49,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":55,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":44,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":44,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":34,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":46,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":35,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":31,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":44,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":3,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":31,"\u4f46\u662f":[33,44],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":36,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":53,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":28,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":54,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":44,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":36,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":48,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":35,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":57,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":33,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":27,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":73,"\u4f46\u662f\u8fdc\u672a\u5b8c\u5584":0,"\u4f46\u662f\u9690\u85cf\u5c42\u4e2d\u7684\u6bcf\u4e2a\u666e\u901a\u8282\u70b9\u88ab\u4e00\u4e2a\u8bb0\u5fc6\u5355\u5143\u66ff\u6362":72,"\u4f46\u662fbatch":33,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[3,39],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[3,39],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":44,"\u4f4f":44,"\u4f53\u88c1\u5b57\u5178":70,"\u4f53\u88c1\u5b57\u6bb5":70,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":70,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":70,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":44,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":47,"\u4f5c\u4e3a\u53c2\u6570\u7684id":33,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":46,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":69,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":27,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":34,"\u4f5c\u4e3a\u8f93\u51fa":47,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":53,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":44,"\u4f5c\u5bb6":69,"\u4f5c\u7528":43,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":66,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":68,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":64,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":66,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":36,"\u4f60\u53ea\u9700\u5b8c\u6210":53,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":68,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":73,"\u4f60\u53ef\u4ee5\u4f7f\u7528":66,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":72,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":53,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":53,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":70,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":70,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":57,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":66,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":66,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":70,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":64,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":73,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":66,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":66,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":73,"\u4f60\u5c06\u5728\u76ee\u5f55":72,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":70,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":53,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":53,"\u4f60\u9700\u8981\u4e00\u4e9b\u66f4\u590d\u6742\u7684\u5355\u5143\u6d4b\u8bd5\u6765\u4fdd\u8bc1\u4f60\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42\u662f\u6b63\u786e\u7684":49,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":57,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":49,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":70,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":49,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":68,"\u4f7f\u5f97":34,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":73,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":33,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":49,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":34,"\u4f7f\u7528":[28,31,33,36,44,46,47,49,52,55,68,71,72],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":57,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":57,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":66,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":57,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":57,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":49,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":33,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":59,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":33,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":71,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":38,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":64,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":72,"\u4f7f\u7528\u52a8\u6001\u5e93":27,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":33,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":33,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":65,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":64,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":47,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":60,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":59,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":33,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528\u6848\u4f8b":56,"\u4f7f\u7528\u7684":33,"\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":41,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":28,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":55,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":46,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":66,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":55,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":55,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":73,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":71,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":65,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":44,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":49,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":72,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":27,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":64,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":3,"\u4f7f\u7528c":28,"\u4f7f\u7528c99\u505a\u63a5\u53e3":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":27,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":27,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":55,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":57,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":57,"\u4f7f\u7528cpu\u8bad\u7ec3":72,"\u4f7f\u7528init":57,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":44,"\u4f7f\u7528max":65,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":44,"\u4f7f\u7528model":57,"\u4f7f\u7528paddlepaddl":68,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":65,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":55,"\u4f7f\u7528regress":31,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":27,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":27,"\u4f7f\u7528void":27,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":65,"\u4f86":44,"\u4f8b\u5982":[3,20,27,28,31,33,35,39,44,47,49,52,53,54,55,57,60,66,68,70,72],"\u4f8b\u5982\u4e0a\u6587\u7684pod":58,"\u4f8b\u5982\u4e0a\u9762\u7684":34,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":53,"\u4f8b\u5982\u4f7f\u7528":33,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":27,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":27,"\u4f8b\u5982\u5bf9\u4e8epython":27,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":44,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":44,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":44,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":33,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":65,"\u4f8b\u5982c":27,"\u4f8b\u5982hostpath":58,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":27,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":60,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":27,"\u4f8b\u5982python\u7684":27,"\u4f8b\u5982sigmoid":49,"\u4f8b\u5982sigmoid\u53d8\u6362":68,"\u4f8b\u5b50\u4e2d\u662f":49,"\u4f8b\u5b50\u4e2d\u662f0":49,"\u4f8b\u5b50\u4e2d\u662f100":49,"\u4f8b\u5b50\u4e2d\u662f4096":49,"\u4f8b\u5b50\u4e2d\u662f8192":49,"\u4f8b\u5b50\u4e2d\u662ffc":49,"\u4f8b\u5b50\u4e2d\u662fsoftmax":49,"\u4f8b\u5b50\u4f7f\u7528":58,"\u4f9bpaddlepaddle\u52a0\u8f7d":55,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":72,"\u4f9d\u6b21\u7c7b\u63a8":31,"\u4f9d\u8d56\u4e8epython\u7684":65,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":58,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":58,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":36,"\u4fbf\u5229":44,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":44,"\u4fbf\u5b9c":44,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":27,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":55,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":73,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":55,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":55,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":66,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":48,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":53,"\u4fee\u590d\u6240\u6709bug\u540e":31,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":31,"\u4fee\u590dubuntu":31,"\u4fee\u6539":[58,59],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":59,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":52,"\u4fee\u6539\u6587\u6863":51,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[44,48],"\u503c\u5f97\u6df1\u5165\u5206\u6790":52,"\u503c\u7c7b\u578b":57,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":33,"\u5047\u8bbe":49,"\u5047\u8bbe\u53d8\u91cf":34,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":36,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":49,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":64,"\u504f\u7f6e\u53c2\u6570":66,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":49,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":31,"\u505a\u63a5\u53e3":27,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":55,"\u505c\u7535":44,"\u50cf":36,"\u513f\u7ae5\u7247":69,"\u5143\u7d20":43,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":43,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":28,"\u5148\u8c03\u7528initializer\u51fd\u6570":68,"\u5168\u5bb6":44,"\u5168\u8fde\u63a5\u5c42":[34,64,65,70],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":49,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":70,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":66,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":49,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":49,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":49,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":49,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":71,"\u516c\u5f0f":36,"\u516c\u94a5\u5199\u5165":53,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":71,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":71,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":60,"\u5171\u670932":64,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":65,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":44,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":48,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":60,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":39,"\u5173\u4e8eunbound":46,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":65,"\u5173\u952e\u8bcd\u5305\u62ec":48,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":65,"\u5176\u4e2d":[3,27,31,33,34,39,41,42,47,49,64,65,66],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":66,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":65,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":65,"\u5176\u4e2d\u5305\u542b6":69,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":65,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":72,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":71,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":73,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":68,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":2,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":43,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":73,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":73,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":73,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":66,"\u5176\u4e2dbeam":73,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":55,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":55,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":5,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":39,"\u5176\u4ed6":69,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":36,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":73,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":33,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":33,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":28,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":68,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":57,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":31,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[41,42],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":47,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":49,"\u5176\u4f59\u884c\u662f":64,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":2,"\u5176\u5177\u4f53\u8bf4\u660e\u4e86\u5b57\u6bb5\u7c7b\u578b\u548c\u6587\u4ef6\u540d\u79f0":70,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":58,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":68,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":68,"\u5176\u5b83layer\u7684\u8f93\u51fa":46,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":33,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":58,"\u5176\u6b21":[3,44,68],"\u5176\u76ee\u7684\u662f\u5728\u7ed9\u5b9a\u7684\u8f93\u5165\u53e5\u5b50\u4e2d\u53d1\u73b0\u6bcf\u4e2a\u8c13\u8bcd\u7684\u8c13\u8bcd\u8bba\u5143\u7ed3\u6784":71,"\u5176\u8bf4\u660e\u5982\u4e0b":44,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":73,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":47,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[28,33],"\u5177\u4f53\u539f\u56e0\u53c2\u8003":28,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,49],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":46,"\u5177\u4f53\u5982\u4e0b":36,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":52,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":33,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":68,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":33,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":66,"\u5177\u4f53\u8bf7\u53c2\u8003":[3,28,48],"\u5177\u4f53\u8bf7\u89c1":48,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":44,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":72,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":47,"\u5185\u5b58":52,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":55,"\u5185\u5bb9":68,"\u5185\u5bb9\u5982\u4e0b":59,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":44,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":60,"\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":36,"\u5185\u90e8":60,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":27,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":70,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":27,"\u518d\u57fa\u4e8e":31,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":44,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":44,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":44,"\u518d\u6307\u5b9a":35,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":52,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":49,"\u518d\u901a\u8fc7\u51fd\u6570":60,"\u5192\u9669\u7247":69,"\u5197\u4f59\u7b49\u529f\u80fd":58,"\u5199\u4ee3\u7801":27,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":73,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u662f\u4e00\u4e2a\u9a8c\u8bc1\u65b0\u5b9e\u73b0\u7684\u5c42\u662f\u5426\u6b63\u786e\u7684\u76f8\u5bf9\u7b80\u5355\u7684\u529e\u6cd5":49,"\u519c\u6c11":69,"\u51c6\u5907":44,"\u51c6\u5907\u597d\u6570\u636e":70,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":33,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":33,"\u51cf\u5c0fbatch":33,"\u51fa\u53bb\u73a9":44,"\u51fa\u5dee":44,"\u51fa\u6765":44,"\u51fa\u73b0":33,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":33,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":33,"\u51fd\u6570":[3,34,47,49,52,71,72],"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":53,"\u51fd\u6570\u5047\u8bbe":47,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":52,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":46,"\u51fd\u6570\u540d\u4e3a":28,"\u51fd\u6570\u547d\u540d":27,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":49,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":49,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":46,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":49,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":52,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":5,"\u51fd\u6570\u7684":3,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":49,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":49,"\u5206\u4e3a\u597d\u8bc4":68,"\u5206\u522b\u4e3a":64,"\u5206\u522b\u4e3atrain":73,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":46,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":44,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":73,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":46,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":34,"\u5206\u522b\u662f":43,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":47,"\u5206\u522b\u662fsentences\u548clabel":44,"\u5206\u522b\u662fwords\u548clabel":44,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":49,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":44,"\u5206\u5272":[69,71],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":70,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":58,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":[31,48],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":31,"\u5206\u652f\u4e0a":48,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":48,"\u5206\u652f\u4e2d":31,"\u5206\u652f\u4e3a\u5f00\u53d1":31,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":31,"\u5206\u652f\u4e3a\u7a33\u5b9a":31,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":31,"\u5206\u652f\u5408\u5165":31,"\u5206\u652f\u5408\u5165master\u5206\u652f":31,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":31,"\u5206\u652f\u540d":48,"\u5206\u652f\u540d\u4e3a":31,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":31,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":31,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":31,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":41,"\u5206\u652f\u89c4\u8303":48,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":52,"\u5206\u7247":19,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":72,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":66,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":64,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":64,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":64,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":55,"\u5206\u9694":[64,70],"\u5206\u9694\u7b26\u4e3a":69,"\u5207\u6362\u5230":48,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":48,"\u5217\u8868":70,"\u5217\u8868\u5982\u4e0b":[3,39],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":49,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":71,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":55,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":55,"\u5219\u5148\u505a\u5d4c\u5165":70,"\u5219\u53ef\u4ee5\u50cf":53,"\u5219\u53ef\u8bbe\u7f6e":[41,42],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":68,"\u5219\u5ffd\u7565":19,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":55,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":3,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":52,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":55,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5219\u8bbe\u7f6e\u6210":[41,42],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":33,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5219\u9700\u8981\u914d\u7f6e":58,"\u5219\u9700\u9009\u7528":42,"\u521b\u5efa\u4e00\u4e2akubernet":60,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":36,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":48,"\u521b\u5efa\u6210\u529f\u540e":60,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":73,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":49,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":49,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":55,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":64,"\u521d\u59cb\u5316\u7236\u7c7b":49,"\u521d\u59cb\u5316biases_":49,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":46,"\u5220\u9664":48,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":33,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":68,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":33,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":70,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":72,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":46,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":68,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":58,"\u5229\u843d":44,"\u522b\u4eba\u5e2e\u4e86\u5fd9":48,"\u5230":[19,33,47],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":53,"\u5230\u672c\u5730":48,"\u5230\u6b64":36,"\u5230\u76ee\u524d\u4e3a\u6b62":71,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":60,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":36,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":36,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":60,"\u5237\u7259":44,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":60,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":73,"\u524d\u53f0":44,"\u524d\u5411\u4f20\u64ad":49,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":49,"\u524d\u5411\u548c\u540e\u5411":49,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":48,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u529f\u80fd":25,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":31,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":49,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":68,"\u52a0\u5165":52,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":47,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":47,"\u52a0\u8f7d\u6570\u636e":71,"\u52a0\u8f7d\u6a21\u578b":71,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":73,"\u52a0\u8f7dtest":55,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":33,"\u52a8\u4f5c\u7247":69,"\u52a8\u6001\u5e93":27,"\u52a8\u753b\u7247":69,"\u52a8\u8bcd":71,"\u52a9\u624b":49,"\u5305\u542b12":72,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":64,"\u5305\u542b3\u4e2a\u5c5e\u6027":64,"\u5305\u542b50":72,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":28,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":36,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":33,"\u5305\u62ec":[20,55,68,71,73],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":69,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":33,"\u5305\u62ec\u6570\u636e\u8f93\u5165":34,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u5305\u62ec\u751f\u6210cpu":35,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":39,"\u5305\u62ec\u7b80\u5355\u7684":68,"\u5305\u62ecbool":57,"\u5305\u62ecdocker\u955c\u50cf":37,"\u5305\u62eclinux":36,"\u5305\u662f\u6700\u65b0\u7684":33,"\u5305\u6bd4\u8f83\u8001":33,"\u5305\u7684\u65b9\u6cd5\u662f":33,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":44,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":44,"\u533b\u751f":69,"\u533b\u7597\u4fdd\u5065":69,"\u5341\u4e00":44,"\u5347\u5e8f\u6392\u5217":73,"\u534e\u6da6\u4e07\u5bb6":44,"\u534f\u540c\u5b8c\u6210releas":31,"\u5355\u4e2a\u503c":20,"\u5355\u4f4d\u662fmb":55,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":33,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":54,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":44,"\u5355\u53cc\u5c42rnn":45,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":34,"\u5355\u5c42":46,"\u5355\u5c42\u4e0d\u7b49\u957frnn":44,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":44,"\u5355\u5c42\u5e8f\u5217":43,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":43,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":43,"\u5355\u5c42\u6216\u53cc\u5c42":43,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":44,"\u5355\u5c42rnn":[44,46],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":44,"\u5355\u673acpu\u8bad\u7ec3":33,"\u5355\u673agpu\u8bad\u7ec3":33,"\u5355\u6b65\u51fd\u6570":47,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":47,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":47,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":47,"\u5355\u70b9\u6545\u969c":19,"\u5355\u8fdb\u5355\u51fa":46,"\u5360\u4f4d\u7b26":64,"\u536b\u751f":44,"\u5373":[28,33,34,50,60,68,72],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":3,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":44,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":44,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":44,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":44,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":44,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":44,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":44,"\u5373\u4f7f\u7528":28,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":55,"\u5373\u4f7fc":28,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4f8b\u5982":28,"\u5373\u4fbf\u8bbe\u7f6e":33,"\u5373\u4fbfpaddl":28,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":46,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":47,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":72,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":44,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":46,"\u5373\u53ef":[34,48],"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":33,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":50,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":44,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":33,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[3,39],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":28,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":68,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":44,"\u5373\u5f53\u524d\u65f6\u95f4\u6b65\u4e0b\u7684\u795e\u7ecf\u7f51\u7edc\u4f9d\u8d56\u524d\u4e00\u4e2a\u65f6\u95f4\u6b65\u795e\u7ecf\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u8f93\u51fa":44,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":34,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":46,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":44,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":43,"\u5373\u6574\u6570\u6570\u7ec4":44,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":44,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":44,"\u5373\u66b4\u9732":28,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":72,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":72,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":44,"\u5373\u7f51\u5361\u540d":60,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":33,"\u5373\u8bbe\u7f6e":33,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":27,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":33,"\u5373input":46,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":44,"\u5377\u79ef\u5c42":65,"\u5377\u79ef\u5c42\u6743\u91cd":66,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":65,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":65,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":65,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":65,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":68,"\u5378\u8f7dpaddlepaddle\u5305":33,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":44,"\u539f\u56e0":48,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":33,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":38,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":48,"\u53bb\u8fc7":44,"\u53c2\u6570":[3,7,8,9,10,11,12,13,15,27,49,54,60,64,66,72],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":33,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":71,"\u53c2\u6570\u5373\u53ef":72,"\u53c2\u6570\u540d":66,"\u53c2\u6570\u6570\u91cf":68,"\u53c2\u6570\u670d\u52a1\u5668":54,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":55,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":55,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":55,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":55,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":55,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":33,"\u53c2\u6570\u6982\u8ff0":56,"\u53c2\u6570\u7684\u89e3\u6790":60,"\u53c2\u6570\u7ef4\u5ea6":64,"\u53c2\u6570\u884c":64,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":44,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":47,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":48,"\u53c2\u8003":[25,27,58],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":52,"\u53c2\u8003\u6587\u732e":73,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":44,"\u53c2\u8003\u955c\u50cf\u7684":60,"\u53c8":44,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":43,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":33,"\u53ca":49,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":47,"\u53cc\u5411\u9a8c\u8bc1":25,"\u53cc\u5c42":46,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":44,"\u53cc\u5c42\u5e8f\u5217":43,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":43,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":44,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":43,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":46,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":43,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":43,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":44,"\u53cc\u5c42rnn":46,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":44,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":44,"\u53cc\u8fdb\u5355\u51fa":46,"\u53cc\u8fdb\u53cc\u51fa":46,"\u53cd\u4e4b\u5219":71,"\u53cd\u5411\u4f20\u64ad":49,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":49,"\u53d1\u5e03":36,"\u53d1\u5e03\u5230dockerhub":31,"\u53d1\u5e03\u5230github":31,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":33,"\u53d1\u884c\u548c\u7ef4\u62a4":48,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":55,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":35,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":35,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":35,"\u53d8\u6362\u77e9\u9635":49,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":44,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":69,"\u53e5\u5b50":72,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":71,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":68,"\u53e6\u4e00\u4e2a\u4f8b\u5b50\u662f\u901a\u8fc7\u5206\u6790\u6bcf\u65e5twitter\u535a\u5ba2\u7684\u6587\u672c\u5185\u5bb9\u6765\u9884\u6d4b\u80a1\u7968\u53d8\u52a8":72,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":36,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":52,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":36,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":33,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":36,"\u53e6\u4e00\u65b9\u9762":72,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":57,"\u53e6\u5916":44,"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":66,"\u53ea\u4f5c\u4e3aread":46,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":55,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":69,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":35,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":66,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":44,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":68,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":3,"\u53ea\u662f\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":36,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":28,"\u53ea\u6709":44,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":64,"\u53ea\u6709\u542b\u6709\u4eba":69,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":55,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":46,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":57,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":27,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":44,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":33,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":36,"\u53ea\u8bfbmemory\u8f93\u5165":46,"\u53ea\u9488\u5bf9\u5185\u5b58":33,"\u53ea\u9700\u4e2d\u65ad":53,"\u53ea\u9700\u4f7f\u7528":53,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":72,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":73,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":53,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":47,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":3,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":3,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":73,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":70,"\u53ea\u9700\u8981\u8fd0\u884c":70,"\u53ef\u4ee5":[44,48,53],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":36,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":33,"\u53ef\u4ee5\u4f7f\u7528":33,"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":38,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":33,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":55,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":60,"\u53ef\u4ee5\u4f7f\u7528python\u7684":5,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":33,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":59,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":65,"\u53ef\u4ee5\u53c2\u8003":[44,47,48,58,60,73],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":64,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":39,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":52,"\u53ef\u4ee5\u5728":36,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":27,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":60,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":71,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":71,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":48,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":58,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":3,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":58,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":46,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":52,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":36,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":50,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":44,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":72,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[43,46],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":46,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":49,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":46,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":46,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":55,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u67e5\u770b":60,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":59,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":57,"\u53ef\u4ee5\u7528":25,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":65,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":58,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":5,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":48,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":52,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":43,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":52,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":31,"\u53ef\u4ee5\u7f16\u5199":36,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":33,"\u53ef\u4ee5\u8bbe\u7f6e":[41,42,65],"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":39,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":70,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":65,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":57,"\u53ef\u4ee5\u901a\u8fc7":[48,58],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":47,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":5,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":68,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":57,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":68,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":60,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":33,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":33,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":52,"\u53ef\u8bbe\u7f6e":41,"\u53ef\u9009":[3,49],"\u53f3\u8fb9\u662f":66,"\u5403":44,"\u5403\u996d":44,"\u5404\u65b9\u9762":44,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":65,"\u5408":44,"\u5408\u5e76":73,"\u5408\u5e76\u6bcf\u4e2a":73,"\u5408\u7406":44,"\u540c\u65f6":[33,52],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":35,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":33,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":48,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":46,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":68,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":66,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":68,"\u540c\u65f6\u5176\u5185\u90e8\u5b9e\u73b0\u53ef\u4ee5\u907f\u514d\u7eafcpu\u7248\u672cpaddlepaddle\u5728\u6267\u884c\u672c\u8bed\u53e5\u65f6\u53d1\u751f\u5d29\u6e83":52,"\u540c\u65f6\u518d\u5c06":31,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":3,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":33,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":33,"\u540c\u65f6\u6211\u4eec\u5e0c\u671b\u5e7f\u5927\u5f00\u53d1\u8005\u79ef\u6781\u63d0\u4f9b\u53cd\u9988\u548c\u8d21\u732e\u6e90\u4ee3\u7801":0,"\u540c\u65f6\u63d0\u8d77":31,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":37,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":57,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":33,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":3,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":5,"\u540c\u6837":39,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":55,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":46,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":55,"\u540d\u5b57\u4fee\u9970":27,"\u540d\u79f0":68,"\u540e":[33,35,41,42,48,60,72],"\u540e\u5411\u4f20\u64ad":49,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":49,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":72,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411\u91cfenable_parallel_vector":54,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":31,"\u5426":35,"\u5426\u5219":[2,41,42,53,70],"\u5426\u5219\u4f1a\u628a":48,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":73,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":55,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":55,"\u5426\u5219\u4f7f\u7528gpu":57,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":47,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":27,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":53,"\u5426\u5b9a":71,"\u542b\u4e49":[66,72],"\u542b\u6709":69,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":49,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":49,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":49,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":60,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":55,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":55,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":55,"\u5440":44,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":70,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":70,"\u5468\u56f4":44,"\u547d\u4ee4":53,"\u547d\u4ee4\u4e3a":[33,59],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":59,"\u547d\u4ee4\u5220\u9664":[41,42],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":35,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":68,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":68,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":35,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":53,"\u547d\u540d\u4e3a":48,"\u547d\u540d\u7a7a\u95f4":58,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":58,"\u548c":[20,27,28,31,33,34,35,41,42,44,47,48,49,50,52,53,57,58,64,65,68,70,73],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":44,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,39],"\u548c\u4e2d\u6587\u6587\u6863":50,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":33,"\u548c\u504f\u7f6e\u5411\u91cf":49,"\u548c\u533a\u57df\u6807\u8bb0":71,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":43,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":58,"\u548c\u5dee\u8bc4":68,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":43,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":47,"\u548c\u68af\u5ea6\u622a\u65ad":68,"\u548c\u6a21\u578b\u8def\u5f84":72,"\u548c\u771f\u5b9e":34,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":44,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u548c\u7b2c6\u884c\u7684":73,"\u548c\u90e8\u5206layer":46,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":73,"\u548cargument":71,"\u548ccudnn":38,"\u548cpool":43,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":66,"\u54c1\u8d28":44,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u54ea\u4e9b\u4e0d\u662f":44,"\u5546\u52a1":44,"\u554a":44,"\u559c\u5267\u7247":69,"\u5668":68,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[3,39],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":34,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":49,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":71,"\u56e0\u4e3a\u53c2\u6570":57,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":47,"\u56e0\u4e3a\u5b83\u6bd4":47,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":60,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":58,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":65,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":36,"\u56e0\u4e3apaddlepaddle\u7684v2":50,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":33,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":27,"\u56e0\u6b64":[2,3,44,46,49],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":44,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":64,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":69,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":65,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":44,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":49,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":54,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":66,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":33,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":72,"\u56fe":[66,72],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":72,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":72,"\u56fe\u50cf\u5206\u7c7b":[31,67],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":66,"\u56fe\u50cf\u63cf\u8ff0":73,"\u56fe\u7247\u5206\u4e3a10\u7c7b":65,"\u56fe\u7684\u5e95\u90e8\u662fword":72,"\u56fe\u8868":[36,72],"\u5728":[3,28,31,38,43,44,47,48,53,66,68,69,71],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":59,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":49,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":71,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":55,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":44,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":59,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":68,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":65,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":58,"\u5728\u4e4b\u540e\u7684":33,"\u5728\u4efb\u610f\u957f\u5ea6\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u90fd\u53ef\u4ee5\u89c2\u5bdf\u5230\u5176\u6548\u679c\u7684\u63d0\u5347":73,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":72,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":39,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":49,"\u5728\u51c6\u5907\u53d1\u8d77":48,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u51fd\u6570":60,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":55,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":55,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":44,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":55,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":55,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":44,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":33,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":44,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":58,"\u5728\u542f\u52a8job\u4e4b\u524d":60,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":48,"\u5728\u56fd\u5185":36,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":55,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":39,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":39,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":28,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":60,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":60,"\u5728\u5c42\u4e2d\u6307\u5b9a":57,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":46,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":[20,65],"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":28,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":49,"\u5728\u5f97\u5230":60,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":47,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":72,"\u5728\u63d0\u4ea4":48,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":39,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":68,"\u5728\u6587\u4ef6":70,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":72,"\u5728\u672c\u4f8b\u4e2d":[44,48,57],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[47,65],"\u5728\u672c\u6587\u4e2d":53,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":53,"\u5728\u672c\u6587\u6863\u4e2d":25,"\u5728\u672c\u6f14\u793a\u4e2d":72,"\u5728\u672c\u793a\u4f8b\u4e2d":[44,72],"\u5728\u672c\u8282\u4e2d":47,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":55,"\u5728\u6837\u4f8b\u4e2d":28,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":53,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":68,"\u5728\u6b64":[0,54,57],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":68,"\u5728\u6b64\u611f\u8c22":64,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":47,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":44,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":47,"\u5728\u6bcf\u4e2apod\u4e0a\u90fd\u901a\u8fc7volume\u65b9\u5f0f\u6302\u8f7d\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u7684\u4e00\u4e2a\u76ee\u5f55\u7528\u4e8e\u4fdd\u5b58\u8bad\u7ec3\u6570\u636e\u548c\u8f93\u51fa\u7ed3\u679c":60,"\u5728\u6bcf\u8bad\u7ec3":70,"\u5728\u6d4b\u8bd5\u9636\u6bb5":55,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":66,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":48,"\u5728\u6f14\u793a\u4e2d":71,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":58,"\u5728\u751f\u6210\u65f6":47,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":73,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":73,"\u5728\u7528\u6237\u4f7f\u7528c":28,"\u5728\u7528\u6237\u6587\u4ef6user":70,"\u5728\u7528\u6237\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0":41,"\u5728\u7535\u5f71\u6587\u4ef6movi":70,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":73,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":73,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":73,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":73,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":5,"\u5728\u7b2c\u4e00\u884c\u4e2d\u6211\u4eec\u8f7d\u5165\u7528\u4e8e\u5b9a\u4e49\u7f51\u7edc\u7684\u51fd\u6570":65,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u7ec4\u5408\u65f6":39,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":50,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[41,42],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":49,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":73,"\u5728\u811a\u672c":70,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":43,"\u5728\u8bad\u7ec3\u4e2d":47,"\u5728\u8bad\u7ec3\u4e4b\u524d":60,"\u5728\u8bad\u7ec3\u4e86":70,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":70,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":65,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":64,"\u5728\u8bad\u7ec3\u65f6":59,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[60,73],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":55,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8bbe\u7f6e":[41,42],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":31,"\u5728\u8be5\u914d\u7f6e\u76847":44,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":73,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":68,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":52,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":46,"\u5728\u8fd0\u884c":72,"\u5728\u8fd9\u4e2a":31,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":73,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[34,72],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[49,59],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":44,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":52,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":47,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":71,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":31,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":28,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":70,"\u5728\u8fd9\u4e9blayer\u4e2d":44,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":72,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[47,49],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":46,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":59,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":60,"\u5728\u8fd9\u91cc":46,"\u5728\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u5168\u8fde\u63a5\u5c42\u4f5c\u4e3a\u4f8b\u5b50\u6765\u5c55\u793a\u5b9e\u73b0\u65b0\u7f51\u7edc\u5c42\u6240\u9700\u8981\u7684\u56db\u4e2a\u6b65\u9aa4":49,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":39,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":66,"\u5728\u91c7\u7528sgd":33,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":57,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":72,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":72,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":41,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":41,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":58,"\u5728c":27,"\u5728c\u7684\u5934\u6587\u4ef6":27,"\u5728cub":65,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":3,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":58,"\u5728linux\u4e0b":73,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":70,"\u5728movielen":70,"\u5728paddl":60,"\u5728paddle\u4e2d":57,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":20,"\u5728paddlepaddle\u4e2d":[39,46],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":44,"\u5728paddlepaddle\u91cc":34,"\u5728paramet":19,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":46,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":46,"\u5728trainer":57,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":44,"\u5730\u7406\u4f4d\u7f6e":44,"\u5730\u94c1\u7ad9":44,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":28,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":66,"\u5747\u5300\u5206\u5e03":33,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":55,"\u5747\u662f\u5728":28,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":44,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":44,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":46,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":70,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":25,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,68],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":40,"\u57fa\u672c\u76f8\u540c":64,"\u586b\u5199":48,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":59,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":57,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":49,"\u58f0\u660epython\u6570\u636e\u6e90":70,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":52,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":68,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":46,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":70,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":65,"\u5907\u6ce8":52,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":52,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":44,"\u5916\u5c42outer_step\u4e2d":44,"\u591a\u4e2a\u503c":20,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":68,"\u591a\u4e2aparamet":19,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":46,"\u591a\u673a\u8bad\u7ec3":33,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":46,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":72,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":49,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":49,"\u5927\u591a\u6570\u6210\u529f\u7684srl\u7cfb\u7edf\u662f\u5efa\u7acb\u5728\u67d0\u79cd\u5f62\u5f0f\u7684\u53e5\u6cd5\u5206\u6790\u7ed3\u679c\u4e4b\u4e0a\u7684":71,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":49,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":27,"\u5927\u5b66\u751f":69,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":36,"\u5927\u5c0f":53,"\u5929":44,"\u5929\u4e00\u5e7f\u573a":44,"\u5929\u4e00\u9601":44,"\u5929\u732b":72,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":49,"\u5934\u6587\u4ef6\u5982\u4e0b":49,"\u5947\u5e7b\u7247":69,"\u597d":44,"\u597d\u5403":44,"\u597d\u8bc4":68,"\u5982":[3,47,48,53,57],"\u59822":53,"\u5982\u4e0b":[3,70,72],"\u5982\u4e0b\u56fe\u6240\u793a":[44,52,65],"\u5982\u4e0b\u6240\u793a":[57,66,70],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":68,"\u5982\u4f55":70,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":3,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":2,"\u5982\u4f55\u8d21\u732e":51,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":51,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":68,"\u5982\u4fe1\u606f\u63d0\u53d6":71,"\u5982\u56fe2\u6240\u793a":72,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":72,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":73,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":49,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":66,"\u5982\u679c\u4e0d\u4e3a0":55,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":68,"\u5982\u679c\u4e0d\u6536\u655b":33,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":70,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":55,"\u5982\u679c\u4e3afals":55,"\u5982\u679c\u4e3atrue":[3,55],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":35,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":48,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":55,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":72,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":47,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":72,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":57,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":55,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":73,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":72,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[41,42],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":47,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":65,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":49,"\u5982\u679c\u4f7f\u7528":[53,64],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":38,"\u5982\u679c\u4f7f\u7528nvidia":36,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":58,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":27,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":33,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":33,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":64,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":55,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":55,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":55,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":33,"\u5982\u679c\u5931\u8d25":31,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":71,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":33,"\u5982\u679c\u5df2\u5b89\u88c5":71,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":60,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":35,"\u5982\u679c\u60a8":36,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":36,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":70,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":52,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":3,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":52,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":52,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":44,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":52,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":52,"\u5982\u679c\u6267\u884c\u5931\u8d25":58,"\u5982\u679c\u6267\u884c\u6210\u529f":66,"\u5982\u679c\u63d0\u793a\u6b63\u786e":50,"\u5982\u679c\u63d0\u793a\u9519\u8bef":50,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":72,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":58,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u662f\u5e8f\u5217":70,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":46,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":46,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":48,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":31,"\u5982\u679c\u672a\u8bbe\u7f6e":55,"\u5982\u679c\u672a\u8bbe\u7f6egpu":57,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":28,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":28,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":52,"\u5982\u679c\u68c0\u67e5\u5230\u5206\u914d\u5728\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u53c2\u6570\u7684\u5206\u5e03\u4e0d\u5747\u5300\u6b21\u6570\u5927\u4e8echeck":55,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":46,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":73,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6ca1\u8fc7":48,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":55,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":3,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":64,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":33,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":27,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":52,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":53,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":33,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":49,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":47,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":72,"\u5982\u679c\u8981\u4f7f\u7528gpu":36,"\u5982\u679c\u8981\u542f\u7528gpu":53,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":48,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":48,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":33,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":70,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":33,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":55,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":48,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":27,"\u5982\u679c\u8f93\u51fa\u662fno":36,"\u5982\u679c\u8fd0\u884c":33,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[66,72],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":53,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":36,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":49,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":49,"\u5982\u679clearning_rate\u592a\u5927":33,"\u5982\u679clearning_rate\u592a\u5c0f":33,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":33,"\u5982\u679cparamet":19,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":48,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":33,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":48,"\u5982\u9ad8\u4eae\u90e8\u5206":52,"\u5b50":44,"\u5b50\u53e5":46,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":46,"\u5b57\u5178":73,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":73,"\u5b57\u5178\u5171\u5305\u542b":64,"\u5b57\u5178\u6587\u4ef6":[71,72],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":64,"\u5b57\u5178imdb":72,"\u5b57\u6bb5\u4e2d":60,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":60,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":60,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b58\u50a8\u5377":58,"\u5b58\u50a8\u5728\u8bb0\u5fc6\u5355\u5143\u533a\u5757\u7684\u5386\u53f2\u4fe1\u606f\u88ab\u66f4\u65b0\u7528\u6765\u8fed\u4ee3\u7684\u5b66\u4e60\u5355\u8bcd\u4ee5\u5408\u7406\u7684\u5e8f\u5217\u7a0b\u73b0":72,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":73,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":70,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":72,"\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u5b66\u4e60\u7b97\u6cd5":34,"\u5b66\u672f":69,"\u5b81\u6ce2":44,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":72,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":34,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":53,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":66,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":49,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":49,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":38,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":3,"\u5b83\u5305\u62ec\u4e86\u4e00\u4e2a\u53cc\u5411\u7684gru\u4f5c\u4e3a\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668":73,"\u5b83\u53eb\u505a":47,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":72,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":53,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":48,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":52,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":73,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":49,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":73,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":3,"\u5b83\u5b58\u50a8\u5f53\u524d\u8282\u70b9\u6240\u6709\u8bad\u7ec3":53,"\u5b83\u5b9a\u4e49\u4e86":47,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":34,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":47,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":53,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":73,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":66,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":73,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":49,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":44,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":44,"\u5b83\u6709\u52a9\u4e8e\u5e2e\u52a9\u9891\u7e41\u4fee\u6539\u548c\u8bbf\u95ee\u5de5\u4f5c\u533a\u6587\u4ef6\u7684\u7528\u6237\u51cf\u5c11\u8d1f\u62c5":53,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":73,"\u5b83\u7684":47,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":72,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":43,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":72,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":49,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":72,"\u5b83\u80fd\u591f\u4ece\u8bcd\u7ea7\u5230\u5177\u6709\u53ef\u53d8\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u4e0a\u4e0b\u6587\u7ea7\u522b\u6765\u603b\u7ed3\u8868\u793a":72,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":34,"\u5b83\u8fd4\u56degen":73,"\u5b83\u8fd4\u56detrain":73,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":72,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":49,"\u5b89\u6392":44,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":40,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":38,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":28,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":50,"\u5b89\u88c5\u5b8c\u6210\u540e":38,"\u5b89\u88c5\u6587\u6863":39,"\u5b89\u88c5\u6d41\u7a0b":68,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5paddlepaddl":68,"\u5b89\u88c5pillow":65,"\u5b89\u9759":44,"\u5b8c\u6210":48,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":25,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":46,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":60,"\u5b8c\u6210\u5f00\u53d1":36,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":43,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":39,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":33,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":5,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":49,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":47,"\u5b98\u65b9\u6587\u6863":35,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":46,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":46,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":71,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":65,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":34,"\u5b9a\u4e49\u5728\u5916\u5c42":46,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":55,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":34,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":47,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":47,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":72,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":34,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":47,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":47,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":39,"\u5b9e\u4f8b\u5982\u4e0b":71,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":44,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":49,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":47,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":49,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":49,"\u5b9e\u73b0\u7b80\u5355":27,"\u5b9e\u73b0\u7ec6\u8282":49,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":49,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":49,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":46,"\u5b9e\u73b0\u8be5\u5c42\u7684c":49,"\u5b9e\u9645\u4e0a\u53ea\u6709":66,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":69,"\u5ba2\u6237":44,"\u5ba2\u6237\u670d\u52a1":69,"\u5bb6":44,"\u5bb9\u5668":58,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":58,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":60,"\u5bbf\u4e3b\u673a\u662flinux":42,"\u5bbf\u4e3b\u673a\u7684c":[41,42],"\u5bbf\u4e3b\u673a\u76ee\u5f55":58,"\u5bc4\u5b58\u5668\u4f7f\u7528\u60c5\u51b5\u548c\u5171\u4eab\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u80fd\u8ba9\u6211\u4eec\u5bf9gpu\u7684\u6574\u4f53\u4f7f\u7528\u6709\u66f4\u597d\u7684\u7406\u89e3":52,"\u5bf9":44,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[3,39],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[3,39],"\u5bf9\u4e8e":47,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":27,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":44,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":44,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":44,"\u5bf9\u4e8e\u53cc\u5c42rnn":44,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":27,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":44,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":27,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":27,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":49,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":73,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":44,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":44,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":70,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":28,"\u5bf9\u4e8e\u6bcf\u79cdc":28,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":68,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":47,"\u5bf9\u4e8eamazon":68,"\u5bf9\u4e8erasspberri":42,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":52,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":49,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":65,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":48,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":46,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":46,"\u5bf9\u5e94\u4e8e\u5b57\u5178":64,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":73,"\u5bf9\u6574\u4e2a\u65b0\u5411\u91cf\u96c6\u5408\u7684\u6bcf\u4e00\u4e2a\u7ef4\u5ea6\u53d6\u6700\u5927\u503c\u6765\u8868\u793a\u6700\u540e\u7684\u53e5\u5b50":68,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":72,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":73,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":49,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":49,"\u5bf9\u6bd4":27,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":49,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":48,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":48,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":68,"\u5bf9\u8c61":33,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":70,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":28,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":46,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":31,"\u5bf9\u9762":44,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[3,39],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":28,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":33,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":33,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":33,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":33,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":33,"\u5c01\u88c5\u4e86":52,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":49,"\u5c06":[3,31,33,52,68],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u4e0a\u4e00\u65f6\u95f4\u6b65\u6240\u751f\u6210\u7684\u8bcd\u7684\u5411\u91cf\u6765\u4f5c\u4e3a\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u5165":47,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":70,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":41,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":55,"\u5c06\u5176\u8bbe\u7f6e\u6210":33,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":44,"\u5c06\u542b\u6709\u5b50\u53e5":46,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":46,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":65,"\u5c06\u5728":65,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":53,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":58,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":44,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":55,"\u5c06\u5927\u91cf\u7684":27,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":33,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":47,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":64,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":65,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":31,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":49,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":70,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":48,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":3,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":60,"\u5c06\u6bcf\u4e2a\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6\u5408\u5e76\u4e3a\u4e00\u4e2a\u6587\u4ef6":73,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":60,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":60,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":64,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":60,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":68,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":53,"\u5c06\u8fd9\u79cd\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u8fde\u63a5\u7528\u4e00\u4e2a\u7279\u6b8a\u7684\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5b9e\u73b0":44,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":48,"\u5c06\u900f\u660e":53,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":60,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":31,"\u5c11\u4e8e5":53,"\u5c1a\u53ef":44,"\u5c31":44,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":36,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":58,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":33,"\u5c31\u662f":44,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":34,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":52,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":68,"\u5c31\u8fd9\u4e48\u7b80\u5355":36,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":52,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":27,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":36,"\u5c3a\u5bf8":66,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":65,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":71,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":49,"\u5c42\u6743\u91cd":66,"\u5c42\u6b21\u5316\u7684rnn":46,"\u5c42\u7279\u5f81":66,"\u5c42\u7684\u540d\u79f0\u4e0e":47,"\u5c42\u7684\u5927\u5c0f":49,"\u5c42\u7684\u7279\u5f81":66,"\u5c42\u7684\u7c7b\u578b":49,"\u5c42\u7684\u8f93\u5165":71,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":71,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":47,"\u5c42\u7ec4\u6210\u4e00\u5bf9":71,"\u5c45\u7136":44,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":73,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":68,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":70,"\u5c5e\u6027":71,"\u5d4c\u5165\u5c42":70,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":70,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":70,"\u5de5\u4f5c\u6a21\u5f0f":55,"\u5de5\u4f5c\u7a7a\u95f4":53,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":53,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":53,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":53,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":53,"\u5de5\u5177":72,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":72,"\u5de5\u5177\u6765\u7ba1\u7406":48,"\u5de5\u5177\u94fe\u7684android":41,"\u5de5\u7a0b\u5e08":69,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":66,"\u5de6\u8fb9\u662f":66,"\u5dee\u8bc4":68,"\u5df2\u6253\u5f00":48,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":55,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":53,"\u5e02\u573a":69,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":52,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":70,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":46,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":46,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":43,"\u5e38\u5e38\u51fa\u73b0":33,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":68,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":58,"\u5e72\u51c0":44,"\u5e73\u53f0\u4e3a\u60f3\u89c2\u6d4b\u8bcd\u5411\u91cf\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u6587\u672c\u6a21\u578b\u7684\u529f\u80fd":64,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":65,"\u5e74\u9f84":69,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":69,"\u5e74\u9f84\u548c\u804c\u4e1a":70,"\u5e76\u4e0d\u4fdd\u8bc1":49,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":44,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":60,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":44,"\u5e76\u4e14":[3,47],"\u5e76\u4e14\u4f7f\u7528":28,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":44,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":73,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":57,"\u5e76\u4e14\u5305\u62ecunit":48,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":66,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":33,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":34,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":60,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":3,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":27,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":68,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":2,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":66,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":70,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":73,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":39,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":25,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":25,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":33,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":72,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":48,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":27,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":48,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":73,"\u5e76\u4e14\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u7684\u6240\u6709\u8282\u70b9\u5c06\u5728\u6b63\u5e38\u60c5\u51b5\u4e0b\u5904\u7406\u5177\u6709\u76f8\u540c\u903b\u8f91\u4ee3\u7801\u7684\u6587\u4ef6":53,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":49,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":33,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":71,"\u5e76\u4f7f\u7528\u4e86dropout":68,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":65,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":48,"\u5e76\u521b\u5efaoptim":39,"\u5e76\u5220\u9664":31,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":49,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":47,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":36,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":49,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":49,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":47,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":73,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":73,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":34,"\u5e76\u5c06c":28,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":73,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":72,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6307\u5b9abatch":73,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":72,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":27,"\u5e76\u7531":71,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":65,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":64,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[41,42],"\u5e76\u88ab\u53cd\u5411\u5904\u7406":71,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u89c2\u5bdf\u7ed3\u679c":52,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":48,"\u5e76\u8bbe\u7f6e":[38,53],"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":39,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":31,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":68,"\u5e8a\u4e0a\u7528\u54c1":44,"\u5e8a\u57ab":44,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":43,"\u5e8f\u5217\u5230\u5e8f\u5217":73,"\u5e8f\u5217\u6570\u636e\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u9762\u5bf9\u7684\u4e00\u79cd\u4e3b\u8981\u8f93\u5165\u6570\u636e\u7c7b\u578b":46,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":43,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":46,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":46,"\u5e8f\u5217\u7684\u5f00\u59cb":73,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":43,"\u5e8f\u5217\u7684\u7ed3\u5c3e":73,"\u5e8f\u5217\u7684\u7ed3\u675f":73,"\u5e93":53,"\u5e93\u7684\u8def\u5f84":53,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":47,"\u5e94\u7528\u6a21\u578b":68,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":48,"\u5e94\u8be5":44,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":47,"\u5e94\u8be5\u8bf4\u8c22\u8c22":48,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":33,"\u5e95\u5c42\u8fdb\u7a0b":53,"\u5efa\u7acb\u4e00\u4e2a":48,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae":[31,48],"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":53,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":55,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":28,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":48,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":36,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":31,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":50,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":31,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":31,"\u5f00\u53d1\u955c\u50cf":[36,48],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":36,"\u5f00\u59cb":34,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f00\u59cb\u6807\u8bb0":47,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":68,"\u5f00\u59cb\u9636\u6bb5":52,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":54,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":72,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":47,"\u5f15\u7528":53,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":46,"\u5f3a\u70c8\u63a8\u8350":44,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":70,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":47,"\u5f53":57,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":72,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":49,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":3,"\u5f53\u524d\u5355\u8bcd\u5728\u76f8\u6bd4\u4e4b\u4e0b\u603b\u662f\u88ab\u5f53\u4f5c\u771f\u503c":73,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":73,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":47,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":49,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":44,"\u5f53\u524d\u8bc4\u4f30\u4e2d":73,"\u5f53\u524dbatch\u7684cost":73,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":68,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":68,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":31,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":55,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":55,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":58,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":60,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":55,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":68,"\u5f53\u6a21\u5f0f\u4e3a":55,"\u5f53\u7136":52,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":28,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":49,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":47,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":55,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":57,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":73,"\u5f53classif":73,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":25,"\u5f62\u6210recurr":46,"\u5f62\u6210recurrent\u8fde\u63a5":46,"\u5f62\u72b6":66,"\u5f88":[44,68],"\u5f88\u591a":44,"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":36,"\u5f88\u5b89\u9759":44,"\u5f88\u5e72\u51c0":44,"\u5f88\u65b9\u4fbf":44,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":52,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":65,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":69,"\u5f97":44,"\u5f97\u4f7f\u7528":27,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":68,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":70,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":46,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":47,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":47,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":47,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":47,"\u5faa\u73af\u7f51\u7edc\u4ece":47,"\u5fc5\u8981":28,"\u5fc5\u987b":49,"\u5fc5\u987b\u4e00\u81f4":3,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":3,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":44,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":46,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":46,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":43,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":47,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":41,"\u5fc5\u987b\u914d\u7f6e\u4e3a":42,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":72,"\u5feb":[44,72],"\u5feb\u901f\u5165\u95e8":67,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":58,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":58,"\u6027\u4ef7\u6bd4":44,"\u6027\u522b":[69,70],"\u6027\u80fd\u5206\u6790":52,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":52,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":52,"\u6027\u80fd\u8c03\u4f18":54,"\u603b\u4f53\u6765\u8bf4":44,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":64,"\u603b\u8bc4\u520610\u5206":72,"\u6050\u6016\u7247":69,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":52,"\u60a8\u53ef\u4ee5\u4efb\u610f\u4f7f\u7528\u4e00\u4e2a\u6216\u4e24\u4e2a\u6765\u5bf9\u611f\u5174\u8da3\u7684\u4ee3\u7801\u6bb5\u505a\u6027\u80fd\u5206\u6790":52,"\u60a8\u53ef\u4ee5\u5bfc\u5165":52,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":52,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":47,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":52,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":52,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":52,"\u60a8\u9700\u8981\u66f4\u6539":36,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":52,"\u60ac\u7591\u7247":69,"\u60c5\u6001\u52a8\u8bcd":71,"\u60c5\u611f\u5206\u6790":[31,67],"\u60c5\u611f\u5206\u6790\u4e5f\u5e38\u7528\u4e8e\u57fa\u4e8e\u5927\u91cf\u8bc4\u8bba\u548c\u4e2a\u4eba\u535a\u5ba2\u6765\u76d1\u63a7\u793e\u4f1a\u5a92\u4f53":72,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":72,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":72,"\u60ca\u9669\u7535\u5f71":69,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":72,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":47,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":55,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":55,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":55,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":55,"\u611f\u89c9":44,"\u620f\u5267":69,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":60,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":49,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":52,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":28,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":39,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":70,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":49,"\u6211\u4eec\u4ec5\u7528":70,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":59,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":60,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":68,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":73,"\u6211\u4eec\u4f1a\u5728":36,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":49,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":49,"\u6211\u4eec\u4f7f\u7528":[49,53,72],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":39,"\u6211\u4eec\u4f7f\u7528\u4e86":44,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":73,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":72,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":73,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":71,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":73,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":66,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":57,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":34,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":34,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":65,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":39,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":72,"\u6211\u4eec\u53ea\u6240\u4ee5\u4f7f\u7528lstm\u6765\u6267\u884c\u8fd9\u4e2a\u4efb\u52a1\u662f\u56e0\u4e3a\u5176\u6539\u8fdb\u7684\u8bbe\u8ba1\u5e76\u4e14\u5177\u6709\u95e8\u673a\u5236":72,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":59,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":44,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":68,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":48,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":65,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":39,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":47,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":39,"\u6211\u4eec\u53ef\u4ee5\u5728":48,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":39,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":39,"\u6211\u4eec\u53ef\u4ee5\u5c06":53,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":43,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":70,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":34,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":72,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":46,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":73,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":73,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":73,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":65,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":60,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":73,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":47,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":73,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":73,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":68,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":47,"\u6211\u4eec\u5c06":[60,70],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":44,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":59,"\u6211\u4eec\u5c06\u4ee5":[53,68],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":68,"\u6211\u4eec\u5c06\u4f7f\u7528":47,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":47,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":65,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":44,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":68,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":54,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":68,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":53,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":70,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":53,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":65,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":68,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":68,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":48,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":34,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":47,"\u6211\u4eec\u5e0c\u671b\u80fd\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":0,"\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u68c0\u9a8c\u6a21\u578b\u7684\u597d\u574f":34,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":65,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":49,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":49,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":68,"\u6211\u4eec\u611f\u8c22":73,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":36,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":36,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":35,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":37,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":72,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":72,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":50,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":66,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":36,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":72,"\u6211\u4eec\u63d0\u4f9b\u4e86c":66,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":36,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":25,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":44,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":47,"\u6211\u4eec\u7528":69,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":70,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":70,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":34,"\u6211\u4eec\u7684\u5b57\u5178\u4f7f\u7528\u5185\u90e8\u7684\u5206\u8bcd\u5de5\u5177\u5bf9\u767e\u5ea6\u77e5\u9053\u548c\u767e\u5ea6\u767e\u79d1\u7684\u8bed\u6599\u8fdb\u884c\u5206\u8bcd\u540e\u4ea7\u751f":64,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":48,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":71,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":44,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":44,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":72,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":48,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":43,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":25,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":59,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":47,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":44,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":53,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":44,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":60,"\u6211\u4eec\u9075\u5faa":73,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":71,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":68,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":36,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":65,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":73,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":59,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":53,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":49,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":70,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":72,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":70,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":64,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":70,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":39,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":72,"\u6211\u5220\u9664\u4e86":48,"\u6216":[3,52,65,71],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"\u6216\u4e00\u4e2a\u5411\u91cf":46,"\u6216\u4e0d\u786e\u5b9a":69,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":70,"\u6216\u6700\u5927\u503c":43,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u7b2c\u4e00\u4e2a":43,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":43,"\u6216\u8005":[27,28,33,36,38,43,44,52],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":46,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[43,46],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":52,"\u6216\u8005\u53cd\u5411\u5730\u4ece":47,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":55,"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":19,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":54,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":44,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":43,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":72,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":52,"\u6216\u8005\u66f4\u65e9":33,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":44,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":66,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":33,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[41,42],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":33,"\u6216\u8005\u8fd0\u884c":33,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":57,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":36,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":55,"\u6216gpu\u4e2a\u6570":72,"\u6218\u4e89\u7247":69,"\u623f":44,"\u623f\u95f4":44,"\u6240\u4ee5":[3,33],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":5,"\u6240\u4ee5\u4f60\u53ea\u7528\u6309\u4e0b\u9762\u7684\u7ed3\u6784\u6765\u7ec4\u7ec7\u6570\u6910\u5c31\u884c\u4e86":72,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":33,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":34,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":59,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":44,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":36,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":58,"\u6240\u4ee5\u5bf9":44,"\u6240\u4ee5\u5f88\u591a\u65f6\u5019\u4f60\u9700\u8981\u505a\u7684\u53ea\u662f\u5b9a\u4e49\u6b63\u786e\u7684\u7f51\u7edc\u5c42\u5e76\u628a\u5b83\u4eec\u8fde\u63a5\u8d77\u6765":34,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":52,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":59,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":60,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":50,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":44,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":3,"\u6240\u4ee5\u653e\u4e00\u4e2a\u7a7a\u5217\u8868":34,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":25,"\u6240\u4ee5\u8bad\u7ec3":53,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":49,"\u6240\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":42,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":44,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":28,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":48,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":55,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":72,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":53,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":53,"\u6240\u6709\u67b6\u6784":41,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":72,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":36,"\u6240\u6709\u7684":[48,49],"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":69,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":49,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":28,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":44,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":69,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":69,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":69,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":49,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":49,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":28,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":49,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":53,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":47,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":68,"\u6240\u6784\u5efa\u7f51\u7edc\u7ed3\u6784\u7684\u7684\u6df1\u5ea6\u6bd4\u4e4b\u524d\u4f7f\u7528\u7684\u7f51\u7edc\u6709\u5927\u5e45\u5ea6\u7684\u63d0\u9ad8":66,"\u6240\u793a":71,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":41,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u624b\u5de5\u827a\u8005":69,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":3,"\u624d\u4f1astop":3,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":44,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":36,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":52,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":70,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":35,"\u6253\u5f00":52,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":50,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":28,"\u6267\u884c":[38,71,72],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":72,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[41,42],"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":47,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[41,42],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":52,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":66,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":58,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":70,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":71,"\u6279\u6b21\u7684\u6570\u636e":70,"\u627e\u5230":47,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":52,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":52,"\u6280\u672f\u5458":69,"\u628a":[20,49],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":72,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":36,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":59,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":72,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":47,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":47,"\u62a5\u9519":38,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":64,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":64,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":73,"\u62c6\u89e3":46,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":44,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":60,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":68,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":36,"\u6307\u5411\u4e00\u4e2alayer":46,"\u6307\u5b9a":[33,46,47],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":55,"\u6307\u5b9a\u4f7f\u75282":33,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":68,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":55,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":66,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":66,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":66,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":66,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":68,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":73,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":68,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":46,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":68,"\u6307\u5b9abatch":73,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":55,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":44,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":55,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":55,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":55,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":55,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":55,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":55,"\u6307\u793a\u662f\u5426\u68c0\u67e5\u6240\u6709\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u7684\u5206\u5e03\u662f\u5747\u5300\u7684":55,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":71,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":71,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":55,"\u6309\u7167":42,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":60,"\u6309\u94ae":48,"\u633a":44,"\u633a\u597d":44,"\u6355\u83b7":68,"\u6362":44,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":43,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":39,"\u63a5\u4e0a\u5747\u65b9\u8bef\u5dee\u5c42":39,"\u63a5\u4e0b\u6765":[68,72],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":52,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":52,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":48,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":48,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":68,"\u63a5\u4e0b\u6765\u7b49\u5f85":48,"\u63a5\u53d7":71,"\u63a5\u53d7\u7684\u4e1c\u897f":71,"\u63a5\u53d7\u8005":71,"\u63a5\u53e3":[27,28],"\u63a5\u53e3\u540d\u79f0":53,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":28,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":66,"\u63a5\u53e3\u662f":20,"\u63a5\u53e3\u6709\u4e00\u4e2a":33,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":68,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":66,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":66,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":25,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":36,"\u63a7\u5236":55,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":34,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":36,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":36,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":36,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":49,"\u63a8\u8350":44,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":35,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":53,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":48,"\u63a8\u9500\u5458":69,"\u63cf\u8ff0":35,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":68,"\u63cf\u8ff0\u95ee\u9898":48,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":58,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":50,"\u63d0\u4ea4pull":48,"\u63d0\u4f9b":53,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":25,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":60,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":53,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":53,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":53,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":25,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":43,"\u63d0\u4f9b\u6700\u65b0":36,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":25,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":53,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":64,"\u63d0\u793a":33,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":39,"\u64cd\u4f5c":44,"\u64cd\u6301\u5bb6\u52a1\u8005":69,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":38,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[45,46],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":25,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":41,"\u652f\u6301nvidia":38,"\u652f\u6301rbd":58,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":60,"\u653e\u5fc3":44,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":44,"\u6548\u679c\u603b\u7ed3":68,"\u6559\u7a0b\u6587\u6863\u5230":53,"\u6559\u80b2\u5de5\u4f5c\u8005":69,"\u6570":[46,71],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":46,"\u6570\u636e":[25,73],"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":65,"\u6570\u636e\u4e2d0":33,"\u6570\u636e\u5217\u8868":66,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":64,"\u6570\u636e\u5c42":[34,70],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":53,"\u6570\u636e\u63d0\u4f9b\u5668":54,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":70,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":70,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":53,"\u6570\u636e\u7c7b\u578b":5,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":3,"\u6570\u636e\u8bbf\u95ee":1,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":27,"\u6570\u636e\u8f93\u5165":46,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":25,"\u6570\u636e\u96c6":69,"\u6570\u636e\u96c6\u63cf\u8ff0":70,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":73,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":68,"\u6570\u636e\u9884\u6d4b":71,"\u6570\u6910\u5b9a\u4e49":72,"\u6570\u6910\u8bf4\u660e\u6587\u6863":72,"\u6570\u6910\u96c6\u548c":72,"\u6570\u76ee":57,"\u6574\u4f53":44,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":44,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":60,"\u6574\u6570":49,"\u6574\u6570\u6807\u7b7e":[3,39],"\u6574\u6d01":44,"\u6587\u4e66\u5de5\u4f5c":69,"\u6587\u4ef6":[27,48,59,71],"\u6587\u4ef6\u4e2d":[60,66,69,71],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":66,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":66,"\u6587\u4ef6\u4e2d\u7684":66,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":73,"\u6587\u4ef6\u4e3a":[33,73],"\u6587\u4ef6\u4e4b\u5916":48,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":66,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":25,"\u6587\u4ef6\u5185\u5bb9\u4e3a":27,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":70,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u540d\u79f0\u4e3a":70,"\u6587\u4ef6\u59390":60,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":73,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":25,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":70,"\u6587\u4ef6\u7684\u6539\u53d8":48,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":70,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":65,"\u6587\u4ef6\u7d22\u5f15":53,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":68,"\u6587\u4ef6model":57,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":36,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":68,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":68,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":68,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":70,"\u6587\u672c\u6295\u5f71\u5c42":70,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":72,"\u6587\u6863":33,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":36,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":71,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":50,"\u6587\u7ae0":60,"\u65b0":44,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":49,"\u65b0\u624b\u5165\u95e8":63,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":31,"\u65b9\u4fbf":44,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":35,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":36,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":31,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":25,"\u65b9\u5f0f1":33,"\u65b9\u5f0f2":33,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":71,"\u65b9\u6cd5\u4e00":57,"\u65b9\u6cd5\u4e09":57,"\u65b9\u6cd5\u4e8c":57,"\u65c1\u8fb9":44,"\u65c5\u6e38\u7f51\u7ad9":72,"\u65e0":44,"\u65e0\u4e1a\u4eba\u58eb":69,"\u65e0\u5ef6\u8fdf":55,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":27,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65e0\u9ed8\u8ba4\u503c":[41,42],"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":72,"\u65e8\u5728\u5efa\u7acb\u4e00\u4e2a\u53ef\u4ee5\u88ab\u534f\u540c\u8c03\u81f3\u6700\u4f18\u7ffb\u8bd1\u6548\u679c\u7684\u5355\u795e\u7ecf\u5143\u7f51\u7edc":73,"\u65e9\u9910":44,"\u65f6":[19,33,43,47,49,55,60],"\u65f6\u5019":44,"\u65f6\u52a0\u4e0a":72,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":68,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":3,"\u65f6\u76ee\u6807\u8bed\u8a00\u7684\u6587\u4ef6":73,"\u65f6\u88ab\u8bad\u7ec3\u7684":49,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":57,"\u65f6\u95f4":44,"\u65f6\u95f4\u6233":69,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":69,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":44,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":49,"\u662f":[25,35,44],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":49,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":52,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":52,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":71,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":43,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":27,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":52,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":57,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":34,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":28,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":73,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":72,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":49,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":46,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[3,39],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":46,"\u662f\u4e00\u7ec4":58,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":59,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":27,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":3,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":3,"\u662f\u4e3b\u8981\u7684\u53ef\u6267\u884cpython\u811a\u672c":71,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":34,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":33,"\u662f\u504f\u5dee":47,"\u662f\u5176\u5927\u5c0f":34,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":73,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":28,"\u662f\u5411\u91cf":49,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":46,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":35,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":55,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":49,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":41,"\u662f\u5426\u4f7f\u7528gpu":70,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":73,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[41,42],"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":35,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":55,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":35,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":35,"\u662f\u5426\u5f00\u542frdma":35,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":55,"\u662f\u5426\u652f\u6301gpu":35,"\u662f\u5426\u663e\u793a":55,"\u662f\u5426\u7a00\u758f":49,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":35,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":35,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":35,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":35,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":35,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":55,"\u662f\u56e0\u4e3ac99\u652f\u6301":27,"\u662f\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u52a0\u8f7d\u5b57\u5178\u5e76\u5b9a\u4e49\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u6a21\u5757\u548c\u7f51\u7edc\u67b6\u6784\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":71,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":47,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":34,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":49,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":49,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":25,"\u662f\u5e8f\u5217":70,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":43,"\u662f\u6211\u4eec":48,"\u662f\u6307":28,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":44,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":44,"\u662f\u6570\u636e\u8f93\u5165":47,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":70,"\u662f\u6709\u610f\u4e49\u7684":44,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":47,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":34,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":71,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":73,"\u662f\u7528\u6237\u4f7f\u7528c":28,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":73,"\u662f\u77e9\u9635":49,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":34,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":65,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":49,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":49,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":49,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":49,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":49,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":49,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":49,"\u662f\u8f93\u5165":47,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":66,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":52,"\u662fc":28,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":46,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":58,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":52,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":46,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":68,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":58,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":49,"\u662frnn\u72b6\u6001":47,"\u663e":68,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u665a":44,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":37,"\u6682\u4e0d\u8003\u8651\u5728\u5185":33,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":28,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":33,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":72,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":72,"\u66f4\u591a\u7684\u7f16\u8bd1\u914d\u7f6e\u89c1":42,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":46,"\u66f4\u5feb":47,"\u66f4\u65b0":33,"\u66f4\u65b0\u6a21\u5f0f":33,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":33,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":68,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":68,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":68,"\u66f4\u8fdb\u4e00\u6b65":46,"\u66f4\u9ad8":47,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":46,"\u6700":44,"\u6700\u4e0d\u540c\u7684\u7279\u8272\u662f\u5b83\u5e76\u6ca1\u6709\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5355\u72ec\u7684\u5b9a\u957f\u5411\u91cf":73,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":60,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,48,49,53,68,72],"\u6700\u540e\u4e00\u4e2a":43,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":39,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":34,"\u6700\u540e\u5220\u9664":31,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":49,"\u6700\u597d\u7684\u6a21\u578b\u662f":72,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":55,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":27,"\u6700\u65b0\u7684\u4ee3\u7801":48,"\u6700\u65b0log":72,"\u6700\u7ec8":49,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":46,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":39,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":36,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":46,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":34,"\u6708\u6e56":44,"\u6709":44,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":58,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[41,42],"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":73,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":70,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":49,"\u6709\u4e9b\u5c42\u6216\u8005\u6fc0\u6d3b\u9700\u8981\u505a\u5f52\u4e00\u5316\u4ee5\u4fdd\u8bc1\u5b83\u4eec\u7684\u8f93\u51fa\u7684\u548c\u662f\u4e00\u4e2a\u5e38\u6570":49,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":33,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":69,"\u6709\u5173":44,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":41,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":39,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":60,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":72,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":53,"\u6709\u65f6\u79f0\u4e3a":72,"\u6709\u6807\u51c6\u7684":27,"\u6709\u7684\u65f6\u5019":27,"\u6709\u7684\u65f6\u5019\u7b80\u7b80\u5355\u5355\u7684\u6539\u53d8\u5c31\u80fd\u5728\u6027\u80fd\u4e0a\u4ea7\u751f\u660e\u663e\u7684\u4f18\u5316\u6548\u679c":52,"\u670d\u52a1":44,"\u670d\u52a1\u5458":44,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":73,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":72,"\u672a\u77e5\u8bcd":64,"\u672c\u4f8b\u4e2d\u4e3a0":64,"\u672c\u4f8b\u4e2d\u4e3a32":64,"\u672c\u4f8b\u4e2d\u4e3a4":64,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":3,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":44,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":3,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":3,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":68,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":68,"\u672c\u4f8b\u7684":3,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":68,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":68,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":31,"\u672c\u5730\u6d4b\u8bd5":54,"\u672c\u5730\u8bad\u7ec3":54,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":57,"\u672c\u5b9e\u4f8b\u4e2d":64,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":68,"\u672c\u5c42\u5c3a\u5bf8":66,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":66,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":66,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":71,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":47,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":72,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":66,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":44,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":34,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":44,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":44,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":58,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":60,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":64,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":58,"\u672c\u6587\u6863\u5c06\u4ee5linux":41,"\u672c\u6587\u6863\u63cf\u8ff0paddl":28,"\u672c\u6765":44,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":60,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":60,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":60,"\u672c\u6b21\u8bd5\u9a8c":68,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":44,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":44,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":72,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":73,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":73,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":73,"\u673a\u5668\u7684\u8bbe\u5907":57,"\u673a\u5668\u7ffb\u8bd1":[31,67],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":55,"\u6761\u4ef6\u4e0b":58,"\u6765":44,"\u6765\u4ee3\u66ff":48,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":49,"\u6765\u505ableu\u8bc4\u4f30":73,"\u6765\u505c\u6b62\u8bad\u7ec3":70,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":52,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":70,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":70,"\u6765\u521d\u59cb\u5316\u53c2\u6570":33,"\u6765\u5b89\u88c5":53,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":39,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":44,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":68,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":72,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[41,42],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":49,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":66,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":39,"\u6765\u6ce8\u518c\u8be5\u5c42":49,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":57,"\u6765\u751f\u6210\u5e8f\u5217":73,"\u6765\u7684\u79d2\u6570":69,"\u6765\u786e\u4fdd\u628a":27,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":3,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":2,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":49,"\u6765\u8868\u793a":47,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":71,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":27,"\u6765\u8ba1\u7b97\u68af\u5ea6":49,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":44,"\u6765\u8bbe\u7f6e":33,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":3,"\u6765\u8c03\u6574":48,"\u6765\u8fd0\u884c":53,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":52,"\u6765\u8fd0\u884c\u955c\u50cf":36,"\u6765\u8fdb\u884c\u8ba8\u8bba":28,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":33,"\u676f\u5b50":44,"\u6784\u5efa":41,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":43,"\u6784\u9020":60,"\u6784\u9020paddl":5,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":72,"\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u4e00\u4e2a\u8f93\u5165\u4e3a\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":44,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":54,"\u67e5\u770b":[48,68],"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":38,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":48,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":48,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":48,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":59,"\u6807\u51c6\u5dee\u4e3a":33,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":31,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":71,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":65,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":65,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":72,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":72,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":36,"\u6807\u7b7e\u6587\u4ef6":71,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":71,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":55,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":57,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":60,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":53,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":69,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":64,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":55,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":54,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":55,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":55,"\u6839\u636ecpu":36,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":59,"\u683c\u5f0f":55,"\u683c\u5f0f\u5982\u4e0b":68,"\u683c\u5f0f\u8bf4\u660e":64,"\u68af\u5ea6\u4f1a\u5c31\u5730":49,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":55,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":49,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":55,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":49,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":49,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u68d2":68,"\u697c\u5c42":44,"\u6a21\u5757":65,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u578b":71,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":33,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":72,"\u6a21\u578b\u5171\u5305\u542b1":64,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":71,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":65,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":68,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":71,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":73,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":53,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":73,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":47,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":47,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":47,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":64,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":47,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":70,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":68,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":34,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":39,"\u6a21\u578b\u8def\u5f84":[66,71],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":71,"\u6a21\u578b\u914d\u7f6e":1,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":27,"\u6a21\u578b\u91c7\u7528":64,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":44,"\u6b22\u8fce\u901a\u8fc7":48,"\u6b63\u6837\u672c":68,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":33,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":54,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":72,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":72,"\u6b64\u547d\u4ee4\u5c06\u5728your":41,"\u6b64\u5904":64,"\u6b64\u5904\u90fd\u4e3a2":44,"\u6b64\u5916":[41,48],"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":52,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":72,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":36,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":46,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":72,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":71,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":72,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":71,"\u6bcf\u4e00\u4e2a":31,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":68,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":44,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":44,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":70,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":53,"\u6bcf\u4e00\u4e2akey\u7531":70,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":44,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":72,"\u6bcf\u4e2a":[53,71],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u6bcf\u4e2a\u5355\u5c42rnn":46,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":73,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":44,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":47,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":47,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":44,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":65,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":73,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":73,"\u6bcf\u4e2a\u5c42\u5728\u5176":49,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":68,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":55,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":73,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":72,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":72,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":46,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":44,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":49,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":44,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":44,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":70,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":70,"\u6bcf\u4e2a\u72b6\u6001":46,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":65,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":65,"\u6bcf\u4e2a\u7ebf\u7a0b":55,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":55,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":73,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":55,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":72,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":72,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":49,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":49,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":73,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":48,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":68,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":68,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":60,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":69,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":55,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":57,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":73,"\u6bcf\u6279\u6b21":55,"\u6bcf\u6b21":36,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":48,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":48,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":72,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":73,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":68,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":64,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":66,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":64,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":49,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":73,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":55,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":55,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":55,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":55,"\u6bcf\u969410\u5206\u949f":19,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":68,"\u6bcfdot":55,"\u6bcflog":55,"\u6bcfsave":55,"\u6bcftest":55,"\u6bd4\u5982":[20,33,36,41,48,68],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":44,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":48,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[41,42],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":33,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":58,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":48,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6c34\u6e29":44,"\u6c49\u5ead":44,"\u6c60\u5316\u5c42":65,"\u6ca1":44,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":38,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":64,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8bbe\u7f6e":[41,42],"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":69,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":70,"\u6cd5\u8bed":73,"\u6ce8":19,"\u6ce8\u610f":[3,35,36,39,41,42,47,49,50,60,65],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":60,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":57,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":72,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":60,"\u6ce8\u91ca\u6389":72,"\u6cf3\u6c60":44,"\u6d41":44,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":48,"\u6d44":44,"\u6d4b\u8bd5":48,"\u6d4b\u8bd5\u6570\u636e":53,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":53,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":53,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":73,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":53,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":53,"\u6d4b\u8bd5\u6570\u6910\u96c6":72,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":55,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":48,"\u6d4b\u8bd5\u6837\u672c":53,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":72,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":57,"\u6d4b\u8bd5\u811a\u672c\u662f":71,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":72,"\u6d4b\u8bd5docker\u955c\u50cf":31,"\u6d4b\u8bd5model_list":54,"\u6d4b\u8bd5save_dir":54,"\u6d4f\u89c8\u4ee3\u7801":36,"\u6d6a\u6f2b\u7247":69,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":33,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":64,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":49,"\u6dd8\u5b9d\u7b49":72,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":71,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":40,"\u6df7\u5408":71,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":47,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":60,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":33,"\u6e29\u99a8":44,"\u6e90":73,"\u6e90\u4ee3\u7801":[36,68],"\u6e90\u4ee3\u7801\u683c\u5f0f":48,"\u6e90\u5b57\u5178":73,"\u6e90\u5e8f\u5217":47,"\u6e90\u7801":36,"\u6e90\u7801\u4e0edemo":59,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":50,"\u6e90\u7801\u7f16\u8bd1paddlepaddl":42,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":73,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":64,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":64,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":64,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":66,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":66,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":71,"\u6f14\u793a\u91c7\u7528":71,"\u6fc0\u6d3b":49,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":68,"\u6fc0\u6d3b\u65b9\u7a0b":49,"\u6fc0\u6d3b\u7684\u7c7b\u578b":49,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":44,"\u7136\u540e":[52,53,64,70],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":34,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":46,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":73,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":72,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":70,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":34,"\u7136\u540e\u5355\u51fb":48,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":60,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":66,"\u7136\u540e\u5728":73,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":44,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":36,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":73,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":33,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5b9a\u4e49":47,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":60,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":25,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":70,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":70,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":73,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":71,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":70,"\u7136\u540e\u6240\u6709\u7528":48,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":25,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":66,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":59,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":48,"\u7136\u540e\u63d0\u53d6\u9690\u85cflstm\u5c42\u7684\u6240\u6709\u65f6\u95f4\u6b65\u957f\u7684\u6700\u5927\u8bcd\u5411\u91cf\u4f5c\u4e3a\u6574\u4e2a\u5e8f\u5217\u7684\u8868\u793a":72,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":73,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":70,"\u7136\u540e\u70b9\u51fb":48,"\u7136\u540e\u7528\u5bc6\u7801":36,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":70,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":60,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":49,"\u7136\u540e\u89e3\u538b":73,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":73,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":70,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":70,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":60,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":60,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":33,"\u7136\u800c":[47,55],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":72,"\u7248\u672c":38,"\u7248\u672c\u5206\u652f":31,"\u7248\u672c\u53f7":31,"\u7248\u672c\u53f7rc":31,"\u7248\u672c\u5728":48,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":31,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":33,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":71,"\u7279\u5f81":70,"\u7279\u5f81\u56fe\u5747\u503c":66,"\u7279\u5f81\u56fe\u65b9\u5dee":66,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":66,"\u7279\u5f81\u6587\u4ef6":71,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":70,"\u72af\u7f6a\u7247":69,"\u72ec\u7acb\u5de5\u5177\u94fe":41,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":41,"\u73af\u5883\u53d8\u91cf":60,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":33,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":70,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":27,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":72,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":52,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u4ea7\u955c\u50cf":[36,48],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":36,"\u751f\u6210":60,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":27,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":50,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":47,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":73,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":73,"\u751f\u6210\u6587\u6863":27,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":36,"\u751f\u6210\u7684":20,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":60,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":33,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":73,"\u751f\u6210\u7684html\u7248\u672c\u7684c":36,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":70,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":49,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":48,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":70,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":36,"\u751f\u6210api\u6587\u6863":27,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":36,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":25,"\u7528":[25,69,70,71],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":68,"\u7528\u4e8e":53,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":72,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":49,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":3,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":57,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":55,"\u7528\u4e8e\u653e\u7f6e":53,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":64,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":55,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":72,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":47,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":65,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":53,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":53,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":47,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":44,"\u7528\u6237":53,"\u7528\u62371\u7684\u7279\u5f81":70,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a":42,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":2,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":46,"\u7528\u6237\u53ea\u9700\u6267\u884c":71,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":71,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":36,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":36,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":50,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":50,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":64,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":28,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":68,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":28,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":55,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":57,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":2,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8\u6587\u6863":36,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":35,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":35,"\u7528\u6237\u53ef\u5c06":41,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":41,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80":42,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":41,"\u7528\u6237\u53ef\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f":41,"\u7528\u6237\u53ef\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":42,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":33,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":50,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":3,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":60,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":71,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":33,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":64,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":70,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":25,"\u7528\u6237\u7279\u5f81":70,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":71,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[41,42],"\u7528\u6237\u901a\u8fc7c":28,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":57,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[41,42],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":33,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[41,42],"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":50,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":70,"\u7528\u6237id":69,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":69,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":49,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":34,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":70,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":70,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":34,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":60,"\u7531":46,"\u7531\u4e8e\u4e0a\u4e00\u6b65cmake\u914d\u7f6e\u4e2d":42,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":36,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":44,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":58,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":34,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":69,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":44,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":49,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":71,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":73,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":66,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":2,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":3,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":3,"\u7531\u4e8ec":27,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":25,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":34,"\u7531\u4e8estep":46,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":43,"\u7531grouplen":69,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":25,"\u7535\u5f711\u7684\u7279\u5f81":70,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":69,"\u7535\u5f71\u540d\u5b57\u6bb5":70,"\u7535\u5f71\u540d\u79f0":69,"\u7535\u5f71\u548c\u7528\u6237":70,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":70,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":69,"\u7535\u5f71\u7279\u5f81":70,"\u7535\u5f71\u7c7b\u578b":69,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":69,"\u7535\u5f71id":69,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":69,"\u7535\u8111":44,"\u767e\u4e07\u6570\u636e\u96c6":69,"\u7684":[44,48,53,59,60,68,72],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":46,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":34,"\u7684\u4e00\u79cd":73,"\u7684\u4e3a0":55,"\u7684\u4e3b\u8981\u90e8\u5206":71,"\u7684\u4efb\u4e00\u4e00\u79cd":33,"\u7684\u4efb\u52a1":73,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":43,"\u7684\u503c":[41,42],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":41,"\u7684\u504f\u7f6e\u5411\u91cf":49,"\u7684\u5185\u5b58":33,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":73,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":60,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":52,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":66,"\u7684\u522b\u540d":[6,7,9],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":70,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":55,"\u7684\u53d8\u6362\u77e9\u9635":49,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":72,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":47,"\u7684\u540e\u7f00":69,"\u7684\u5411\u91cf":49,"\u7684\u542f\u52a8\u53c2\u6570":60,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":60,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":27,"\u7684\u5730\u5740":58,"\u7684\u5730\u65b9":48,"\u7684\u5747\u5300\u5206\u5e03":33,"\u7684\u5934\u6587\u4ef6":27,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":34,"\u7684\u5e73\u5747\u503c":43,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":44,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":48,"\u7684\u603b":53,"\u7684\u63a5\u53e3\u6837\u5f0f":27,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":48,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":68,"\u7684\u6570\u76ee\u4e00\u81f4":43,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":48,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":73,"\u7684\u65b9\u7a0b":49,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":38,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":33,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":44,"\u7684\u6700\u5c0f\u503c":55,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":48,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":47,"\u7684\u6837\u5f0f":48,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":46,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":46,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":71,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":48,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":27,"\u7684\u7248\u672c\u53f7":64,"\u7684\u7279\u5f81":66,"\u7684\u72b6\u6001":46,"\u7684\u7528\u6237\u53c2\u8003":53,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":70,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":34,"\u7684\u77e9\u9635":49,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":73,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":49,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":71,"\u7684\u7b2ci\u4e2a\u503c":49,"\u7684\u7b2cj\u4e2a\u503c":49,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":53,"\u7684\u7ed3\u6784\u5982\u4e0b":70,"\u7684\u7ef4\u5ea6":64,"\u7684\u7f29\u5199":25,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":73,"\u7684\u89c4\u8303":27,"\u7684\u89d2\u5ea6":20,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":68,"\u7684\u8bdd":33,"\u7684\u8def\u5f84\u4e2d":72,"\u7684\u8f93\u5165":46,"\u7684\u8f93\u51fa":52,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":52,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":47,"\u7684\u8f93\u51fa\u683c\u5f0f":44,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":47,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":69,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":48,"\u7684\u90e8\u5206":53,"\u7684\u914d\u7f6e":64,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":48,"\u7684docker\u955c\u50cf":36,"\u76ee\u524d":[46,71],"\u76ee\u524d\u4f7f\u7528":48,"\u76ee\u524d\u53ea\u652f\u6301":41,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"\u76ee\u524d\u5df2\u88ab\u767e\u5ea6\u5185\u90e8\u591a\u4e2a\u4ea7\u54c1\u7ebf\u5e7f\u6cdb\u4f7f\u7528":0,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":[41,42],"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":25,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":43,"\u76ee\u524d\u652f\u6301fail":55,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":55,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":46,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":27,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":50,"\u76ee\u5f55":[41,42,53,59,60,72],"\u76ee\u5f55\u4e0b":[28,49,68,73],"\u76ee\u5f55\u4e0b\u627e\u5230":68,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":41,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":33,"\u76ee\u5f55\u4e2d":[53,70],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[41,42],"\u76ee\u5f55\u4e2d\u7684":[52,53],"\u76ee\u5f55\u4e2dpaddl":60,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":71,"\u76ee\u5f55\u548c":[41,42],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":60,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":73,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":68,"\u76ee\u6807":73,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":71,"\u76ee\u6807\u5411\u91cf":47,"\u76ee\u6807\u5b57\u5178":73,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[41,42],"\u76ee\u6807\u67b6\u6784abi":41,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":33,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":34,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":27,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":28,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":27,"\u76f4\u63a5\u7f16\u8bd1raspberri":42,"\u76f4\u63a5\u8fd0\u884c":36,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":68,"\u76f8\u5173\u6587\u6863":42,"\u76f8\u5173\u6587\u6863\u6240\u8ff0":42,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":65,"\u76f8\u5173\u8bba\u6587":71,"\u76f8\u53cd":73,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":33,"\u76f8\u5bf9":44,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":2,"\u76f8\u5bf9mnist\u800c\u8a00":3,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":68,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":71,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":71,"\u76f8\u5f53":44,"\u77e9\u9635":54,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":72,"\u7814\u7a76\u751f":69,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":48,"\u793a":68,"\u793a\u4f8b":[33,66],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":44,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":44,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":44,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":27,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":27,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":39,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":39,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":33,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":73,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":44,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":33,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":34,"\u79bb":44,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u79d1\u5b66\u5bb6":69,"\u79d1\u5e7b\u7247":69,"\u79f0\u4e3a":[47,48],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":36,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":36,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":43,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":55,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":49,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":60,"\u7a00\u758f\u768401\u5411\u91cf":[3,39],"\u7a00\u758f\u7684\u5411\u91cf":[3,39],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":57,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":60,"\u7a0b\u5e8f\u505c\u6b62":55,"\u7a0b\u5e8f\u5458":69,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":55,"\u7a20\u5bc6\u5411\u91cf":49,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":60,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[3,39],"\u7a97\u6237":44,"\u7acb\u523b\u9000\u51fa":33,"\u7aef\u53e3":53,"\u7aef\u53e3\u6570":53,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":53,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":33,"\u7b2c":44,"\u7b2c\u4e00\u4e2a":48,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":36,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":44,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u4e2atag\u4e3a":31,"\u7b2c\u4e00\u5929":44,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":36,"\u7b2c\u4e00\u7ae0\u8282":39,"\u7b2c\u4e00\u884c\u4ece":72,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":66,"\u7b2c\u4e00\u884c\u662f":64,"\u7b2c\u4e00\u884c\u7684":73,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":34,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":72,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":73,"\u7b2c\u4e09\u6b65":66,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":31,"\u7b2c\u4e8c":72,"\u7b2c\u4e8c\u4e2a\u4e3a":31,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":36,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":73,"\u7b2c\u4e8c\u6b65":[64,66],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":36,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":66,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":34,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":49,"\u7b49":28,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":28,"\u7b49\u5176\u4ed6":73,"\u7b49\u53c2\u6570":60,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":58,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":58,"\u7b49\u6587\u4ef6":28,"\u7b49\u7b49":[68,73],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":58,"\u7b80\u4ecb":51,"\u7b80\u5355\u6765\u8bf4":52,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":33,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":70,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":52,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":70,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":59,"\u7b80\u76f4":44,"\u7b97\u6cd5":[33,34,47,72],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":47,"\u7b97\u6cd5\u914d\u7f6e":72,"\u7ba1\u7406\u4eba\u5458":69,"\u7ba1\u7406\u5458":69,"\u7c7b\u4f3c":[28,43],"\u7c7b\u4f3c\u5730":71,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":49,"\u7c7b\u522b\u4e2a\u6570":65,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":54,"\u7c7b\u522bid":68,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":68,"\u7c7b\u540d\u548cc":27,"\u7c7b\u578b":[27,55,70],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":43,"\u7c7b\u578b\u662fsparse_binary_vector":[3,39],"\u7c7b\u578b\u662fsparse_float_vector":[3,39],"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":44,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":49,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":49,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":33,"\u7ea2\u697c\u68a6":64,"\u7eaa\u5f55\u7247":69,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":36,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":34,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":34,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":34,"\u7ebf\u7a0bid\u53f7":57,"\u7ec6\u8282\u63cf\u8ff0":56,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":33,"\u7ed3\u5408":58,"\u7ed3\u675f\u6807\u8bb0":47,"\u7ed3\u6784\u5982\u4e0b":72,"\u7ed3\u6784\u5982\u4e0b\u56fe":64,"\u7ed3\u679c\u4fdd\u5b58\u5728":71,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":72,"\u7ed3\u8bba":27,"\u7ed9":44,"\u7ed9\u4e2a\u7b80\u5355\u7684":48,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":65,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":65,"\u7ed9\u5b9a\u52a8\u8bcd":71,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":72,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":46,"\u7edf\u4e00\u7528":20,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":44,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":44,"\u7ef4\u5ea6\u4e3aword_dim":68,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":68,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":68,"\u7ef4\u62a4":58,"\u7ef4\u7a7a\u95f4":47,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":47,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":33,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":70,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":60,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":60,"\u7f16\u53f7":70,"\u7f16\u53f7\u4ece0\u5f00\u59cb":33,"\u7f16\u53f7\u5b57\u6bb5":70,"\u7f16\u7801\u5411\u91cf":47,"\u7f16\u7801\u5668\u8f93\u51fa":47,"\u7f16\u7801\u6e90\u5e8f\u5217":47,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":73,"\u7f16\u8bd1":[36,48],"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":42,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":41,"\u7f16\u8bd1\u5668":[41,42],"\u7f16\u8bd1\u5668\u6ca1\u6709":27,"\u7f16\u8bd1\u578b\u8bed\u8a00":27,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":50,"\u7f16\u8bd1\u5b8c\u6210\u540e":50,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":42,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":55,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":37,"\u7f16\u8bd1\u751f\u6210":50,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":31,"\u7f16\u8bd1\u9009\u9879":35,"\u7f16\u8bd1c":28,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":31,"\u7f16\u8bd1ubuntu\u7684deb\u5305":31,"\u7f16\u8f91":58,"\u7f29\u653e\u53c2\u6570":66,"\u7f51\u7edc":[71,72],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":58,"\u7f51\u7edc\u540d\u79f0":68,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":49,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":49,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":49,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":49,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":55,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":49,"\u7f51\u7edc\u63a5\u53e3\u5361":53,"\u7f51\u7edc\u6a21\u5757":66,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":71,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":72,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":70,"\u7f51\u7edc\u901a\u4fe1":49,"\u7f51\u7edc\u914d\u7f6e":[53,68,72],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[66,71],"\u800c":[34,47,59,70],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":72,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":28,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":27,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":53,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":33,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":44,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":72,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":28,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":73,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":25,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":55,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":52,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":52,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":57,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":44,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":66,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":27,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":27,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":72,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":44,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":44,"\u800c\u5bf9\u4e8egolang":27,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":27,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":44,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":52,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":33,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":28,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":52,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":54,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":72,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":47,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":39,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":57,"\u800c\u7cfb\u7edf\u4e2d\u7684":33,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":44,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":44,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":48,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":35,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":46,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":27,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":39,"\u800cweight":65,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":39,"\u804c\u4e1a":69,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":69,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":46,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":46,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":68,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":46,"\u80fd\u83b7\u53d6":53,"\u811a\u672c":[53,65,70],"\u811a\u672c\u4fdd\u5b58\u5728":65,"\u811a\u672c\u5f00\u59cb\u65f6":60,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":72,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":72,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":65,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":48,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":53,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":46,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81ea\u52a8\u751f\u6210":50,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":47,"\u81ea\u5e95\u5411\u4e0a\u6cd5":68,"\u81ea\u6b64":41,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":57,"\u81ea\u7531\u804c\u4e1a\u8005":69,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":28,"\u81f3\u6b64":[3,44,48],"\u8212\u9002":44,"\u826f\u597d\u7684\u6587\u6863":27,"\u827a\u672f\u5bb6":69,"\u8282\u70b9\u4e2d\u7684":53,"\u82e5":49,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[41,42],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":43,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":52,"\u82e5\u6709\u5fc5\u8981":49,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":41,"\u82e5\u73af\u5883\u53d8\u91cf":[41,42],"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":43,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":43,"\u82f1\u6587\u6587\u6863":50,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":50,"\u82f1\u8bed":73,"\u8303\u56f4":57,"\u83b7\u53d6":48,"\u83b7\u53d6\u5229\u7528":68,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":72,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":68,"\u83b7\u53d6\u901a\u8fc7":72,"\u83b7\u53d6trainer":60,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":49,"\u867d\u7136":34,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":28,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":3,"\u867d\u7136\u8fd9\u4e9b\u6587\u4ef6\u5e76\u975e\u90fd\u9700\u8981\u96c6\u7fa4\u8bad\u7ec3":53,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":54,"\u884c":64,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":66,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":69,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":36,"\u8865\u5145\u4e0a\u6b21\u7684commit":48,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":49,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":49,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":58,"\u8868\u793a\u4e3adeviceid":57,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":53,"\u8868\u793a\u5973\u6027":69,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":44,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":53,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":53,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":73,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":69,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":68,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":72,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":72,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":72,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":60,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":68,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":68,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":60,"\u88ab":48,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"\u88ab\u653e\u5728":49,"\u88ab\u79f0\u4e3a":47,"\u897f\u90e8\u7247":69,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":70,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":73,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":52,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":60,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":53,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":65,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":70,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":43,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":46,"\u8981\u8c03\u7528":49,"\u89e3\u51b3\u529e\u6cd5\u662f":33,"\u89e3\u51b3\u65b9\u6848\u662f":33,"\u89e3\u538b":73,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":70,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":70,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":60,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":47,"\u89e3\u7801\u5668\u57fa\u4e8e\u7f16\u7801\u6e90\u5e8f\u5217\u548c\u6700\u540e\u751f\u6210\u7684\u76ee\u6807\u8bcd\u9884\u6d4b\u4e0b\u4e00\u76ee\u6807\u8bcd":47,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":73,"\u89e3\u91ca":68,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":27,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":27,"\u8ba1\u7b97":47,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":49,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":34,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":47,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":49,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":49,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":47,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":49,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":49,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":34,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":49,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":49,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":49,"\u8ba1\u7b97\u8f93\u51fa":49,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":68,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":70,"\u8ba9paddle\u6838\u5fc3\u4e2d":28,"\u8bad\u7ec3":[54,72],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u4f5c\u4e1a":53,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":65,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":71,"\u8bad\u7ec3\u540e":71,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":31,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":53,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":52,"\u8bad\u7ec3\u5b8c\u6210\u540e":34,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":73,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":33,"\u8bad\u7ec3\u6570\u6910\u96c6":72,"\u8bad\u7ec3\u65f6":60,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":68,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":72,"\u8bad\u7ec3\u6a21\u578b\u540e":47,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":31,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":73,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":71,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":60,"\u8bad\u7ec3\u811a\u672c":68,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":68,"\u8bad\u7ec3\u81f3\u591a":70,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":60,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":33,"\u8bad\u7ec3\u8f6e\u6b21":68,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":33,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":54,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":55,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":55,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":55,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":72,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":72,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":72,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":65,"\u8bad\u7ec3dot_period":54,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":31,"\u8bb0\u5fc6\u6a21\u5757":47,"\u8bba\u6587":66,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":53,"\u8bbe\u4e3a\u672c\u5730":53,"\u8bbe\u7f6e":28,"\u8bbe\u7f6e\u4e3a":[42,49],"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":55,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":55,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":73,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":73,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":72,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":3,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":3,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":33,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[33,51,70],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":72,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":72,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":72,"\u8bbe\u7f6e\u6210":33,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":33,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":71,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":72,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":72,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":72,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":73,"\u8bbe\u7f6e\u7c7b\u522b\u6570":72,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[71,72],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":72,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":49,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":72,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":57,"\u8bbe\u7f6ebatch":72,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":73,"\u8bbe\u7f6egpu":55,"\u8bbe\u7f6epass":72,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":73,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":60,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":34,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":68,"\u8bc4\u5206":[69,70],"\u8bc4\u5206\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u4ec5\u4ec5\u63d0\u4f9b\u7535\u5f71\u6216\u7528\u6237\u7684\u7f16\u53f7\u6765\u4ee3\u8868\u76f8\u5e94\u7684\u7535\u5f71\u6216\u7528\u6237":70,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":69,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":48,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":48,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":48,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":48,"\u8bc6\u522b\u6570\u5b57":31,"\u8bcd\u5411\u91cf":[31,64],"\u8bcd\u5411\u91cf\u6a21\u578b":67,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":64,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":64,"\u8bcd\u9891\u6700\u9ad8\u7684":73,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":52,"\u8be5":[53,71],"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":3,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":3,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":3,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":55,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":55,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":55,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":55,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":55,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":55,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":55,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":55,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":55,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":3,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":49,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":68,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":55,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":49,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":3,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":35,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":69,"\u8be5\u6570\u636e\u96c6":64,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":69,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":69,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":55,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":70,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":66,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":70,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":65,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":68,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":73,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":34,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":47,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":70,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":70,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":70,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":34,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":49,"\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u7cfb\u7edfglibc\u652f\u63012":42,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":70,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":66,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":65,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":49,"\u8be5github\u4ed3\u5e93\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u9884\u7f16\u8bd1\u597d\u7684":42,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":44,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":53,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":68,"\u8be6\u7ec6\u53ef\u53c2\u8003":48,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":66,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":33,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":68,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":35,"\u8be6\u7ec6\u89c1":43,"\u8be6\u7ec6\u8bbe\u8ba1":25,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[67,71],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":31,"\u8bed\u8a00\u6a21\u578b":64,"\u8bf4\u660e":[19,35,60],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":48,"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":70,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":49,"\u8bf7\u4fdd\u8bc1travi":48,"\u8bf7\u5148\u4f7f\u7528":[41,42],"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":50,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":57,"\u8bf7\u53c2\u8003":[3,28,33,39,44,49,50,68],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":68,"\u8bf7\u53c2\u8003\u9875\u9762":70,"\u8bf7\u53c2\u8003layer\u6587\u6863":65,"\u8bf7\u53c2\u89c1":48,"\u8bf7\u53c2\u9605":47,"\u8bf7\u53c2\u9605\u60c5\u611f\u5206\u6790\u7684\u6f14\u793a\u4ee5\u4e86\u89e3\u6709\u5173\u957f\u671f\u77ed\u671f\u8bb0\u5fc6\u5355\u5143\u7684\u66f4\u591a\u4fe1\u606f":71,"\u8bf7\u5728\u8be5pull":48,"\u8bf7\u5b89\u88c5cuda":38,"\u8bf7\u5c06with_doc\u9009\u9879\u5173\u95ed":50,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":48,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":48,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":36,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":55,"\u8bf7\u67e5\u770b":64,"\u8bf7\u6ce8\u610f":[36,47,59,64],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":48,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":48,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":57,"\u8bf7\u786e\u4fdd":48,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":48,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":48,"\u8bf7\u8bb0\u4f4f":53,"\u8bf7\u8fd0\u884c":36,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":48,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":33,"\u8bf7\u9075\u5b88":48,"\u8bf7\u91c7\u7528":48,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":57,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":34,"\u8bfb\u53d6\u6570\u636e":3,"\u8bfb\u53d6\u6bcf\u4e00\u884c":3,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":60,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":60,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":60,"\u8c03\u7528":[49,65],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":34,"\u8c03\u7528\u65b9\u6cd5\u89c1c":41,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":49,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":71,"\u8d1f\u6837\u672c":68,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":72,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":72,"\u8d21\u732e\u6587\u6863":50,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":58,"\u8d77":44,"\u8def\u5f84\u4e0b":[34,66],"\u8df3\u8f6c\u5230":48,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":65,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8f6c\u6362\u8fc7\u6765\u7684":66,"\u8f6e":70,"\u8f83":44,"\u8f93\u5165":[43,47],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":46,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":46,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":65,"\u8f93\u5165\u5c42\u5c3a\u5bf8":66,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":44,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":44,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":44,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":57,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":72,"\u8f93\u5165\u6587\u672c":64,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":64,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":49,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":49,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":66,"\u8f93\u5165\u7684":64,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":73,"\u8f93\u5165\u7684\u540d\u5b57":49,"\u8f93\u5165\u7684\u5927\u5c0f":49,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":64,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":64,"\u8f93\u5165\u7684\u7c7b\u578b":49,"\u8f93\u5165\u95e8":72,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":72,"\u8f93\u5165n\u4e2a\u5355\u8bcd":68,"\u8f93\u51fa":[43,47],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":46,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":46,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":68,"\u8f93\u51fa\u51fd\u6570":47,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":43,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":46,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":70,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":64,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":72,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":72,"\u8f93\u51fa\u67092\u5217":64,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":66,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":64,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":64,"\u8f93\u51fa\u7684\u68af\u5ea6":55,"\u8f93\u51fa\u76ee\u5f55":66,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":59,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":44,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":33,"\u8fd0":36,"\u8fd0\u884c":38,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":70,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":73,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":36,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":64,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":64,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":34,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":36,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":53,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[33,51,68],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":36,"\u8fd0\u884c\u5931\u8d25":57,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":64,"\u8fd0\u884c\u5b8c\u6210\u540e":53,"\u8fd0\u884c\u5b8c\u811a\u672c":72,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":64,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":72,"\u8fd0\u884c\u65e5\u5fd7":53,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":60,"\u8fd1":44,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":73,"\u8fd4\u56de":[8,9,10,13,15],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":71,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":70,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":[3,39],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":31,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":49,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,13,15],"\u8fd8\u4f1a":44,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":41,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":48,"\u8fd8\u662f":44,"\u8fd8\u662f\u4ece":20,"\u8fd8\u6709":44,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":72,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":71,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":65,"\u8fd9":[33,44,68],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":52,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":28,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":28,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":46,"\u8fd9\u4e09\u4e2a\u5206\u652f":31,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":68,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":53,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":65,"\u8fd9\u4e24\u4e2a\u6807\u51c6":71,"\u8fd9\u4e2a":[44,58],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":33,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":33,"\u8fd9\u4e2a\u51fd\u6570\u7684":47,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":44,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":47,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":28,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":28,"\u8fd9\u4e2a\u5411\u91cf\u4e0e\u6e90\u4e2d\u641c\u7d22\u51fa\u7684\u4f4d\u7f6e\u548c\u6240\u6709\u4e4b\u524d\u751f\u6210\u7684\u76ee\u6807\u5355\u8bcd\u6709\u5173":73,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":2,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":60,"\u8fd9\u4e2a\u57fa\u7c7b":49,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":28,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":72,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":46,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":27,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":44,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":73,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":27,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":68,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":73,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":28,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":44,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":36,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":49,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":49,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":71,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":28,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":28,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":58,"\u8fd9\u4e2a\u8868\u683c":58,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":46,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":34,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":48,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":64,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":58,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":73,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":36,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":47,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":3,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":28,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":60,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":46,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":33,"\u8fd9\u4e9b":53,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":20,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":60,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":70,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":49,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":33,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":33,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":66,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":66,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":66,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":71,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":44,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":49,"\u8fd9\u4efd\u7b80\u77ed\u7684\u4ecb\u7ecd\u5c06\u5411\u4f60\u5c55\u793a\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":34,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":48,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":48,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":49,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":73,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":44,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":35,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":48,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":48,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":44,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":71,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":44,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":71,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":47,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":27,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":73,"\u8fd9\u5df2\u7ecf\u5728":72,"\u8fd9\u610f\u5473\u7740":47,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":34,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":57,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":33,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":72,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":43,"\u8fd9\u662f\u56e0\u4e3a":27,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":65,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":48,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":44,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":33,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":73,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":73,"\u8fd9\u6837":[28,34,53],"\u8fd9\u6837\u4fdd\u8bc1":31,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":33,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":57,"\u8fd9\u6837\u5bb9\u5668\u7684":60,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":70,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":25,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":36,"\u8fd9\u6837\u5f53\u8be5pull":48,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":49,"\u8fd9\u6837\u7684\u8bdd":59,"\u8fd9\u6837\u7684\u8bdd\u6bcf\u4f4d\u7528\u6237\u5728\u6d4b\u8bd5\u6587\u4ef6\u4e2d\u5c06\u4e0e\u8bad\u7ec3\u6587\u4ef6\u542b\u6709\u540c\u6837\u7684\u4fe1\u606f":70,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":52,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":34,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":49,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":33,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":49,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":57,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":47,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":46,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":60,"\u8fd9\u7bc7\u6587\u6863":48,"\u8fd9\u7bc7\u6587\u6863\u5c06\u4ee5linux":42,"\u8fd9\u7bc7\u6587\u7ae0":73,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":44,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":47,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":27,"\u8fd9\u91cc":[33,36,47,48,58,60,66,71],"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":36,"\u8fd9\u91cc\u4ee5":68,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":34,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":34,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":72,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":44,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":33,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":34,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":73,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":68,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":39,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":34,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":70,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":65,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":65,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":70,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":49,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":36,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":60,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":68,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":34,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":73,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":73,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":53,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":73,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":73,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":73,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":65,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":68,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":58,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":73,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":73,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":73,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":68,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":48,"\u8fdb\u5165":72,"\u8fdb\u5165\u5bb9\u5668":59,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":36,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":60,"\u8fdb\u7a0b\u7684":53,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":60,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":60,"\u8fdb\u7a0b\u9700\u8981\u7684":60,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":31,"\u8fdb\u884c\u4e86":44,"\u8fdb\u884c\u4f7f\u7528":65,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":60,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":60,"\u8fdb\u884c\u56de\u590d":48,"\u8fdb\u884c\u5f00\u53d1":48,"\u8fdb\u884c\u62c6\u89e3":44,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":49,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":34,"\u8fdb\u884c\u9884\u6d4b":68,"\u8fdb\u9636\u6307\u5357":[39,63],"\u8fde\u63a5":46,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":72,"\u9000\u4f11\u4eba\u5458":69,"\u9000\u51fa\u5bb9\u5668":59,"\u9002\u4e2d":44,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":36,"\u9009":44,"\u9009\u62e9":44,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":68,"\u9009\u62e9\u76ee\u6807\u5206\u652f":48,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":55,"\u9009\u62e9\u8fc7\u540e\u7684":73,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":58,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":69,"\u9009\u9879":[35,64],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":25,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":54,"\u901a\u5e38":[28,53,72],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":60,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":57,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":33,"\u901a\u5e38\u540d\u5b57\u662f":48,"\u901a\u5e38\u60c5\u51b5\u4e0b":52,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":59,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":58,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":47,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":49,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":44,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":57,"\u901a\u7528":54,"\u901a\u77e5":44,"\u901a\u8fc7":[33,44,48,49,53,68],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":46,"\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f\u6765\u7f16\u8bd1":42,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":65,"\u901a\u8fc7\u4f7f\u7528":35,"\u901a\u8fc7\u51fd\u6570":60,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":65,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":33,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":46,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":46,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":48,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":72,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":68,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":28,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":39,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":49,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":68,"\u901a\u8fc7data":46,"\u901a\u8fc7volum":58,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":25,"\u903b\u8f91\u56de\u5f52":68,"\u9053\u6b49":44,"\u9069":44,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":48,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":31,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":69,"\u9075\u5faa\u6587\u7ae0":64,"\u90a3\u4e48":[28,46,49],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":46,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":33,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":2,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":33,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":33,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":3,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":33,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":34,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":47,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":47,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":33,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":33,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":50,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":33,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":33,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":33,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":57,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":52,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":52,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":33,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":52,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":52,"\u90ae\u7f16":69,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":58,"\u90fd":44,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":55,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":34,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":44,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":43,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":44,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":27,"\u90fd\u7528":48,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":48,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":49,"\u914d\u7f6e":72,"\u914d\u7f6e\u4e86\u7f51\u7edc":70,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":65,"\u914d\u7f6e\u5982\u4e0b":64,"\u914d\u7f6e\u6253\u5f00":52,"\u914d\u7f6e\u6587\u4ef6":68,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":49,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":64,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":25,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":53,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":47,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":49,"\u914d\u7f6eapi":43,"\u9152\u5e97":44,"\u91c7\u6837\u5c42":70,"\u91c7\u7528":71,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":71,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":55,"\u91c7\u7528multi":33,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":59,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":38,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":27,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":66,"\u91cc\u7684\u65e5\u5fd7":53,"\u91cc\u9762\u6db5\u76d6\u4e86":36,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":36,"\u91cd\u547d\u540d\u6210":27,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":52,"\u9488\u5bf9\u4e0d\u540c\u5e73\u53f0\u7684\u7f16\u8bd1\u5de5\u5177":42,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":59,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":33,"\u9488\u5bf9\u6587\u672c":70,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":35,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":27,"\u94fe\u63a5\u5f85\u8865\u5145":68,"\u9500\u552e":69,"\u9519\u8bef\u5904\u7406":27,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":27,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":27,"\u9519\u8bef\u7387":68,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":33,"\u955c\u50cf\u91cc\u6709":59,"\u957f\u5ea6":33,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":47,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":47,"\u95ee\u9898":34,"\u95f4\u9694":68,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":55,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":55,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":44,"\u9664\u53bbdata\u5c42":68,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":28,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":64,"\u9664\u96f6\u7b49\u95ee\u9898":33,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":48,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":71,"\u968f\u673a\u6570\u7684\u79cd\u5b50":55,"\u968f\u673a\u6570seed":54,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":34,"\u9694\u5f00":66,"\u96c6":69,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":73,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":73,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":55,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":59,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":53,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":53,"\u96c6\u7fa4\u5de5\u4f5c":53,"\u96c6\u7fa4\u6d4b\u8bd5":54,"\u96c6\u7fa4\u8bad\u7ec3":54,"\u96c6\u7fa4\u8fdb\u7a0b":53,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":53,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":53,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":53,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":52,"\u9700\u8981":20,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":60,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":48,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":58,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":25,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":48,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":60,"\u9700\u8981\u5728":53,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":59,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":50,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":28,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":66,"\u9700\u8981\u5bf9":58,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":33,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":72,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":31,"\u9700\u8981\u5f15\u7528":28,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":44,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":39,"\u9700\u8981\u660e\u786e\u6307\u5b9a":55,"\u9700\u8981\u6709\u4e00\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u6765\u4fdd\u5b58\u8bad\u7ec3\u6240\u9700\u6570\u636e\u548c\u8bad\u7ec3\u8f93\u51fa":58,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":27,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":60,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[31,55,70],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":49,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":44,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":41,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":28,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":46,"\u975e\u5e38\u6570":49,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":49,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":41,"\u97f3\u4e50\u5267":69,"\u987a\u5e8f":44,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":70,"\u9884\u5904\u7406\u811a\u672c":72,"\u9884\u5b9a\u4e49\u7f51\u7edc":72,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":72,"\u9884\u63d0\u4ea4\u94a9\u5b50":48,"\u9884\u6d4b\u540e":71,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":72,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":66,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":70,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":68,"\u9884\u6d4b\u811a\u672c\u662f":71,"\u9884\u6d4bid":68,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":72,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":64,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":64,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":66,"\u989d\u5916\u7684\u53c2\u6570":68,"\u9996\u5148":[3,34,44,47,49,64,66,68,71,72],"\u9996\u5148\u4e0b\u8f7dcifar":65,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":35,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":48,"\u9996\u5148\u5b89\u88c5paddlepaddl":72,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":49,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":49,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":73,"\u9996\u5148\u901a\u8fc7":48,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":39,"\u9a71\u52a8":50,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":69,"\u9ad8\u4eae\u90e8\u5206":44,"\u9ad8\u53ef\u7528":58,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":47,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":33,"\u9ed1\u8272\u7535\u5f71":69,"\u9ed8\u8ba4":[3,55,73],"\u9ed8\u8ba4256k":25,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":68,"\u9ed8\u8ba4\u4e0d\u663e\u793a":55,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":46,"\u9ed8\u8ba4\u4e3a0":[55,57],"\u9ed8\u8ba4\u4e3a1":[3,57],"\u9ed8\u8ba4\u4e3a100":57,"\u9ed8\u8ba4\u4e3a4096mb":55,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":70,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":46,"\u9ed8\u8ba4\u4e3anull":55,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":55,"\u9ed8\u8ba4\u503c":[35,43,57],"\u9ed8\u8ba4\u503c\u4e3a":[41,42],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":46,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[33,53,72],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":72,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":44,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":72,"\u9ed8\u8ba4\u7684":59,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":57,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[41,42],"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":53,"abstract":32,"adamax\u7b49":68,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":68,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":41,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":41,"api\u4e2d\u4f7f\u7528":27,"api\u5bf9\u6bd4\u4ecb\u7ecd":45,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":28,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":28,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":28,"api\u63a5\u53e3":[25,58],"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":28,"api\u6587\u6863":41,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":50,"api\u65f6":28,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":28,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":28,"api\u66b4\u9732\u7684\u7c7b\u578b":28,"api\u6765\u9884\u6d4b":41,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":28,"api\u7684\u5934\u6587\u4ef6":[41,42],"api\u7684\u5b9e\u4f8b":28,"api\u7684\u5b9e\u73b0\u7ec6\u8282":28,"api\u7684\u63a5\u53e3":28,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":28,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":28,"api\u7ea7\u522b":41,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":41,"api\u7ea7\u522b\u4e3a21":41,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":28,"app\u4e2d":41,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":33,"atlas\u7684\u8def\u5f84":35,"avx\u7684\u955c\u50cf":36,"awselasticblockstore\u7b49":58,"batch\u4e2d\u5305\u542b":33,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":55,"batches\u6b21":55,"bin\u548c\u8bc4\u5206\u6587\u4ef6":70,"blas\u7684\u8def\u5f84":35,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":36,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":31,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":36,"book\u7684":39,"book\u7684docker\u955c\u50cf":36,"bool\u578b\u53c2\u6570":3,"boolean":[9,26,27],"break":17,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":31,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":31,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":36,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":36,"byte":[25,33],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":27,"c\u6709\u6807\u51c6\u7684abi":27,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":27,"caoying\u7684pul":73,"case":[9,28,30,52],"char":22,"class":[6,7,8,9,11,12,13,15,16,27,32,33,49,72],"cmake\u4e2d\u5c06":52,"cmake\u53c2\u6570\u5982\u4e0b":42,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":41,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":33,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":[41,42],"cmake\u7f16\u8bd1\u65f6":35,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[41,42],"cmake\u914d\u7f6e\u4e2d\u5c06":52,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[41,42],"conf\u4f5c\u4e3a\u914d\u7f6e":73,"const":[22,29,32,49],"container\u4e2d":59,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":28,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":28,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":28,"core\u6982\u5ff5":28,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":39,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":33,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":57,"count\u548cgpu":57,"cpu\u7248\u672c":38,"cuda\u5e73\u53f0":38,"cuda\u5e93":55,"cudnn\u5e93":[35,55],"dat\u4e2d":70,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":60,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":44,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":44,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,68],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":33,"deb\u5305":31,"deb\u5305\u7f16\u8bd1\u95ee\u9898":31,"deb\u5b89\u88c5\u5305":38,"decay\u5219\u4e3a0":65,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":46,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":46,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":46,"decoer\u67b6\u6784":46,"default":[7,8,9,10,12,13,15,16,17,32,57,59,60,72],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":5,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":3,"dictionary\u7531\u89e3\u6790\u81ea\u52a8\u751f\u6210":70,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":73,"docker\u5b58\u5728\u95ee\u9898":36,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":50,"docker\u7684\u5b98\u7f51":50,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":36,"dockerfile\u4f4d\u4e8epaddlepaddl":36,"dockers\u8bbe\u7f6e":36,"dropout\u7684\u6bd4\u4f8b":49,"elec\u6d4b\u8bd5\u96c6":68,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":68,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":44,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":46,"encoder\u8f93\u51fa":46,"entropy\u4f5c\u4e3acost":33,"enum":22,"evaluator\u7684\u503c\u4f4e\u4e8e0":73,"export":[9,33,36,38,65],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[3,39],"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":57,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":57,"final":10,"float":[3,7,8,9,11,13,34,52,66],"float\u7b49":57,"function":[9,10,11,13,16,18,21,22,23,24,29,30,32,47,72],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":73,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":3,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":3,"git\u6d41\u5206\u652f\u6a21\u578b":48,"github\u9996\u9875":48,"golang\u53ef\u4ee5\u4f7f\u7528":27,"golang\u7684":27,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":35,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":52,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":36,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":51,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":55,"gpu\u7248\u672c":38,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":71,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":33,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":72,"group\u6559\u7a0b":45,"gru\u6216lstm":47,"gru\u6a21\u578b":68,"gru\u6a21\u578b\u914d\u7f6e":68,"h\u5e76\u4e0d\u56f0\u96be":27,"hot\u7a20\u5bc6\u5411\u91cf":70,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":50,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[3,39],"id\u4e3a0\u7684\u6982\u7387":68,"id\u4e3a1\u7684\u6982\u7387":68,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":55,"id\u6307\u5b9a\u7684gpu":57,"id\u65e0\u6548":55,"image\u91cc":59,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"imdb\u6570\u636e\u96c6\u5305\u542b25":72,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":72,"imdb\u7684\u6570\u6910\u96c6":72,"import":[3,5,8,9,16,17,32,33,34,39,50,64,65,66,72,73],"include\u4e0b\u9700\u8981\u5305\u542bcbla":35,"include\u4e0b\u9700\u8981\u5305\u542bmkl":35,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":25,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[3,7,8,9,10,13,21,22,24,27,28,30,44,49,57,71],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":27,"issue\u7f16\u53f7":48,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":58,"job\u6216\u8005\u5e94\u7528\u7a0b\u5e8f\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e\u4f1a\u5728\u5bb9\u5668\u9500\u6bc1\u65f6\u6d88\u5931":58,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":60,"job\u7684\u540d\u5b57":60,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":60,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":51,"kubernetes\u5355\u673a\u8bad\u7ec3":51,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":58,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":60,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":60,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":58,"kubernetes\u652f\u6301\u591a\u79cdvolum":58,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":59,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":58,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":44,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":44,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":43,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":46,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":39,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":49,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":35,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":35,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":35,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":35,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":31,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":57,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":57,"long":[9,10,13],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":72,"lstm\u6a21\u578b":68,"lstm\u6a21\u578b\u914d\u7f6e":68,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":72,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":46,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":47,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":47,"memory\u53ea\u80fd\u5728":46,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":44,"memory\u6307\u5411\u4e00\u4e2alay":46,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":47,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":44,"memory\u7684":47,"memory\u7684\u521d\u59cb\u72b6\u6001":46,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":44,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":46,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":47,"memory\u7684i":46,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":46,"mkl\u7684\u8def\u5f84":35,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":35,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":73,"mode\u7684python\u51fd\u6570":73,"model\u505a\u5206\u652f\u7ba1\u7406":31,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":70,"name\u662f\u4f53\u88c1":70,"name\u662f\u5e74\u9f84":70,"name\u662f\u6027\u522b":70,"name\u662f\u7535\u5f71\u540d":70,"name\u662f\u804c\u4e1a":70,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":60,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":41,"new":[9,13,17,18,21,22,23,30,48,49],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":58,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":73,"noavx\u7248\u672c":38,"normalization\u5c42":66,"normalization\u5c42\u7684\u53c2\u6570":66,"note\u7684\u4e66\u5199":31,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":36,"null":[9,49,55],"num_gradient_servers\u53c2\u6570":60,"openblas\u7684\u8def\u5f84":35,"out\u4e0b\u5305\u542b":65,"out\u7684\u6587\u4ef6\u5939":65,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":44,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":60,"packages\u91cc\u9762":33,"packages\u91cc\u9762\u7684python\u5305":33,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":35,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":27,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":73,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":44,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":33,"paddle\u4f7f\u7528git":31,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":27,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":27,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":31,"paddle\u66ff\u6362\u6210":36,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":31,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":31,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":31,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":59,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":27,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":28,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":27,"paddle\u7684c":28,"paddle\u7684dock":59,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":36,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":28,"paddle\u955c\u50cf":59,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":27,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":28,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":27,"paddle_\u7c7b\u578b\u540d":28,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":28,"paddlepaddle\u4e2d":[43,46],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":72,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":44,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":39,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[41,42],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":39,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":68,"paddlepaddle\u4f7f\u7528\u5747\u503c0":33,"paddlepaddle\u4f7f\u7528avx":33,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":5,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":3,"paddlepaddle\u5148\u4ece\u4e00\u4e2a\u6587\u4ef6\u5217\u8868\u91cc\u83b7\u5f97\u6570\u636e\u6587\u4ef6\u5730\u5740":34,"paddlepaddle\u53d1\u5e03\u65b0\u7248\u672c\u7684\u65f6\u5019\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7248\u672c\u7684\u751f\u4ea7\u955c\u50cf\u4ee5\u53ca\u5f00\u53d1\u955c\u50cf":36,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":35,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":68,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":44,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":49,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":44,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[3,39],"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":68,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":34,"paddlepaddle\u5c06\u6839\u636e":41,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":34,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[41,42],"paddlepaddle\u5c06train":3,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":36,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":34,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":38,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":37,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":39,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":35,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":34,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":33,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":33,"paddlepaddle\u6587\u6863\u4f7f\u7528":50,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":50,"paddlepaddle\u662f\u4e00\u4e2a\u6700\u65e9\u7531\u767e\u5ea6\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u5171\u540c\u7814\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":0,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":[34,39],"paddlepaddle\u6bcf\u6b21\u53d1\u5e03\u65b0\u7248\u672c\u90fd\u4f1a\u53d1\u5e03\u5bf9\u5e94\u7684\u5f00\u53d1\u955c\u50cf\u4f9b\u5f00\u53d1\u8005\u76f4\u63a5\u4f7f\u7528":36,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":33,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":33,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":41,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":50,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":50,"paddlepaddle\u7684\u6e90\u7801":48,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":37,"paddlepaddle\u7684bas":49,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":41,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":42,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":42,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":41,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":37,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":44,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":36,"paddlepaddle\u76ee\u524d\u5df2\u7ecf\u5f00\u653e\u6e90\u7801":0,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":33,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":41,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684andoid":41,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":68,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":46,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":46,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":60,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":36,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":55,"pass\u5230":73,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":55,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":55,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":55,"passes\u8f6e":55,"patch\u53f7":31,"patch\u53f7\u52a0\u4e00":31,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":57,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":55,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":55,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":55,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":55,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":72,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":72,"period\u6574\u9664":55,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":55,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":25,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":25,"pfsserver\u63d0\u4f9brest":25,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":42,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":42,"pi\u5e73\u53f0\u4f7f\u7528\u7684c":42,"pi\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":42,"pi\u7248\u672c\u7684\u5e93":42,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":42,"pi\u7cfb\u7edf":42,"pi\u7cfb\u7edf\u4e0a":42,"pi\u7cfb\u7edf\u7684\u7248\u672c":42,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":58,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":58,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":65,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":68,"prod\u7684\u751f\u4ea7\u955c\u50cf":36,"public":[13,32,49,59,72],"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":5,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":3,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":3,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":3,"pydataprovider2\u7684\u4f7f\u7528":[2,4,33,68,70],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":33,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":34,"python\u5305":50,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":3,"python\u5c01\u88c5\u7684\u5b9e\u73b0\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u65b0\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42":49,"query\u6539\u5199":73,"rate\u4e3a0":73,"rate\u4e3a5":73,"rate\u88ab\u8bbe\u7f6e\u4e3a0":65,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":60,"release\u9875\u9762":31,"repo\u7684\u6839\u76ee\u5f55":36,"request\u524d":48,"request\u7684":48,"request\u88ab\u5408\u5e76\u540e":48,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":69,"resnet\u6a21\u578b":67,"return":[3,7,9,10,12,13,15,16,20,22,24,32,34,39,44,47,49,60,66],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":44,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":44,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":46,"rnn\u6a21\u578b":68,"rnn\u76f8\u5173\u6a21\u578b":51,"rnn\u914d\u7f6e":45,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"search\u7684\u65b9\u6cd5":55,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":44,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":46,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":55,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"sh\u6765\u8bad\u7ec3\u6a21\u578b":65,"sh\u6765\u8fdb\u884c\u6784\u5efa":50,"sh\u8c03\u7528\u4e86":66,"short":[9,10,32],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":33,"size\u4e3a1":73,"size\u4e3a50":73,"size\u4e3a512":55,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":33,"size\u5927\u5c0f\u4e3a128":72,"size\u662f3":73,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":33,"size\u7684\u503c":3,"softmax\u5c42":64,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":49,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":33,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":71,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":36,"ssh\u8fdb\u5165\u5bb9\u5668":36,"static":[15,22,28,32],"step\u51fd\u6570\u4e2d\u7684memori":46,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":46,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":43,"super":49,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":27,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":27,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":27,"swig\u76f4\u63a5\u8bfb\u53d6c":27,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":27,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"switch":28,"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":36,"tag\u4e3a":31,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":73,"tests\u7684paddlepaddl":48,"tflops\u4e86":52,"toolchain\u76ee\u5f55\u751f\u6210\u4e00\u5957\u7f16\u8bd1\u5de5\u5177\u94fe":41,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":39,"true":[7,8,9,10,12,13,15,16,30,33,44,47,49,57,60,66,70,71,72,73],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"try":[11,17,18,21,22,30,32,33],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":28,"type\u662fon":70,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":31,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":37,"ubuntu\u90e8\u7f72paddlepaddl":37,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":55,"utf8\u7f16\u7801":64,"uts\u7b49linux":58,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":35,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":72,"vocab\u505a\u4e3a\u5b57\u5178":72,"void":[22,27,28,49],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":58,"w0\u548c":66,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":66,"while":[7,13,29,30,32,60,73],"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":47,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":44,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":44,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":39,"x\u548cwindow":[36,41],"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":36,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":39,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":60,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":60,"zero\u4e09\u79cd\u64cd\u4f5c":55,AGE:59,AWS:[20,58,61,62],And:[8,9,11,13,15,24,30,32],But:[9,10,13,32,33],EOS:9,For:[5,8,9,11,13,15,16,21,22,23,24,29,30,38,52],IDs:13,NFS:58,Not:[16,18],One:[8,10,15,32],PFS:25,QoS:59,TLS:[16,25],That:[9,13,30],The:[3,6,7,8,9,10,11,13,15,16,17,18,21,23,24,26,28,30,32,49,60,68,71,73],Their:[9,18],Then:9,There:[8,9,13,15,16,17,18,22,24,26,29,32],These:8,Use:[8,13,16,26,30],Used:10,Using:[18,32,72],Will:[13,15],With:[9,10],YES:24,Yes:36,___embedding_0__:60,___embedding_1__:60,__file__:24,__init__:49,__main__:[5,66],__meta__:70,__mse_cost_0__:60,__name__:[5,66],__rnn_step__:47,_binari:17,_librari:17,_link:10,_proj:9,_recurrent_group:47,_res2_1_branch1_bn:66,_source_language_embed:[47,64],_target_language_embed:[47,64],_test:17,aaaaa:20,abc:9,abl:[9,16],about:[9,10,17,24,26,32,71,73],abov:[3,8,9,16,17,18,21,52],abs:10,acceler:19,accept:[7,13,16,30,71],access:[9,10,16,17,21,24],accord:[8,9,22],accordingli:[8,9],accrod:10,accumul:[18,22],accuraci:8,acl:72,aclimdb:72,across:[9,13],act:[9,10,33,34,39,44,47],act_typ:68,activ:[10,14,17,39,47,68],activi:10,adadelta:[33,68],adagrad:68,adam:[16,22,68,72],adamoptim:[64,68,72,73],adapt:[8,11,15],add:[9,10,13,17,32,33,48],add_depend:17,add_execut:17,add_input:49,add_test:[17,49],add_to:9,add_unittest_without_exec:49,addbia:49,added:[8,48],addit:[9,10],address:[18,22],addrow:49,addtolay:9,adversari:30,affect:9,afford:21,afi:3,aforement:17,after:[9,13,17,21,22,26,29,48],again:[16,18],age:[13,60,70],agg_level:[9,43,44],aggregatelevel:[43,44],ago:17,aircraft:73,airplan:65,aistat:9,alex:[9,72],alexnet_pass1:57,alexnet_pass2:57,algo_hrnn_demo:44,algorithm:[9,11,21,64,72,73],align:[9,10,13,73],all:[3,7,8,9,11,16,17,18,22,24,26,28,46,60,71,72],alloc:[7,22,24],allow:[16,22],allow_only_one_model_on_one_gpu:[54,55,57],alpha:17,alreadi:[17,18,32,33,38],also:[9,10,13,16,17,23,29,30,32,52,68],alwai:[9,10,15,17,30,60],amazon:59,ambigu:30,amd64:58,amend:48,analysi:[71,72],android:41,android_abi:41,android_arm_neon:41,android_native_api_level:41,android_standalone_toolchain:41,androideabi:41,ani:[9,10,13,16,17,18,22,24,30],annot:71,annual:71,anoth:[9,15,16,24,32],anroid_arm_mod:41,anyth:[13,30,71],api:[9,13,15,16,17,22,23,24,25,29,31,52,60,63,72],api_shar:17,api_test:17,api_trainer_config:70,api_trainer_config_helpers_data_sourc:70,api_trainer_config_helpers_lay:[47,68],api_trainer_config_helpers_layers_context_project:70,api_trainer_config_helpers_layers_cos_sim:70,api_trainer_config_helpers_layers_data_lay:70,api_trainer_config_helpers_layers_embedding_lay:70,api_trainer_config_helpers_layers_fc_lay:70,api_trainer_config_helpers_layers_pooling_lay:70,apiserv:58,apivers:[58,59,60],apo:73,append:[3,15,30,44,47,60],append_gradient_machin:15,appleyard:52,appli:[9,32],applic:[52,59],approach:[9,29,68],apt:[38,65],arbitrari:9,arch:41,architectur:73,archiv:[13,27,28],arg:[3,8,10,13,33,34,60,65,66,68,71,72],arg_nam:9,argpars:60,args_ext:60,argument:[3,9,13,21,29,60,71],argumentpars:60,argv:66,arm64:41,arm:[41,42],arm_soft_fp_abi:41,armeabi:41,around:[3,9],arrai:[5,7,9,13,15,22,30,39,66],articl:48,arxiv:[9,10,72],as_row_vector:9,ask:18,assert:5,assign:[8,9,21],associ:[29,71],assum:[8,9],astyp:30,asyc:18,async:[18,54],async_count:[54,55],async_lagged_grad_discard_ratio:55,async_lagged_ratio_default:[54,55],async_lagged_ratio_min:[54,55],asynchron:18,atla:35,atlas_root:35,attenion:10,attent:[9,10,73],attr1:9,attr2:9,attr:[7,9,10,47],attribut:[9,10,14,32],auc:54,author:[25,58],authorized_kei:53,auto:[27,32,49,52],automat:[9,16,22,73],automaticli:9,automobil:65,avail:[18,22],averag:[8,9,12,21,71],average_test_period:[54,55,71],averagepool:9,avg:[43,52,68],avgcost:[68,70,72,73],avgpool:[9,68],avoid:[18,29,52],avx:36,await:59,awar:[16,18],aws:25,azur:58,b2t:64,b363:59,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:59,back:18,background:8,background_id:8,backward:[6,9,10,22,29,49],backward_first:47,backwardactiv:49,baidu:59,balasubramanyan:72,bank:71,bardward:10,bare:[58,59],barrierstatset:52,base:[8,9,12,13,16,21],baseactiv:10,baseev:15,basematrix:49,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[36,48,50,59,60],basic:[9,15],batch:[9,10,11,13,15,16,18,20,34,39,53,59,60,65,66,68,70,72,73],batch_0:66,batch_id:[15,39],batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,30],batch_siz:[13,33,34,39,53,64,65,68,70,72,73],batchsiz:[9,49],bazel:17,bbbbb:20,bbox:8,bcd:9,bcebo:13,bcm2708:42,beam:[9,47,73],beam_gen:[9,47],beam_search:[15,46,47],beam_siz:[9,47,54,55,57],beamsiz:73,becaus:[8,9,13,16,17,18,22,29,30,32,44],becom:32,been:[17,21,71],befor:[9,10,18,26,29,30,33],begin:[8,9,22,26],beginiter:[15,16],beginn:47,beginpass:[15,16],begintrain:16,being:[18,30],belong:[9,32],below:[9,13,18,22,29,30],benefit:[10,24],bengio:9,bertolami:72,besid:[9,13],best:[9,17,70],best_model_path:71,besteffort:59,beta1:11,beta2:11,beta:66,better:[9,10,17],between:[8,9,11,17,18,22,28,29,32,73],bgr:66,bi_gru:10,bi_lstm:10,bia:[9,10,11,49,66],bias:9,bias_attr:[9,10,33,34,44,47],bias_param:33,bias_param_attr:10,biases_:49,biasparameter_:49,biassiz:49,bidi:59,bidirect:[9,10,71,72],bidirectional_lstm_net:72,bigger:18,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:52,bin:[36,38,53,58,59,60,70],binari:[8,9,13,17,24],bind:32,bird:65,bitext:73,blank:9,bleu:73,block:[9,19,22],block_i:9,block_x:9,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:72,book:[13,47],bool:[7,8,9,10,12,13,49,55,57,72],boot:[9,46,47],boot_bia:9,boot_bias_active_typ:9,boot_lay:[44,47],boot_with_const_id:9,bos_id:[9,47],both:[6,7,9,10,16,17,18],bottom:68,boundri:8,branch:[9,16,17,31,48],brendan:72,brief:[17,22],broadcast:18,broken:48,browser:36,bryan:72,buf_siz:13,buffer:[13,30,32],buffer_s:13,buffered_read:30,bug:48,build:[9,13,17,24,36,41,42,48,60,61,62,73],build_dict:13,build_doc:50,built:[17,52],bunk:72,c11:27,c703c041:48,c99:28,cach:[33,71],cache_pass_in_mem:[3,33,71],cachetyp:[3,33,71],calc_batch_s:[3,71],calcul:[8,9,10,11,18,22],call:[8,9,10,16,21,22,23,24,32,52,60,68],callabl:[7,9,13],callback:49,calrnn:44,caltech:65,can:[7,8,9,10,13,15,16,17,18,21,24,29,30,52],can_over_batch_s:[3,71],candid:9,cannot:[32,33],capi:27,capi_prvi:28,caption:73,card:53,care:[10,24,30],cat:[36,60,65,66,72],categori:[9,13,18],categorig:13,categoryfil:59,caus:[18,26],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:73,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10],ceph:[20,58],cephf:[20,24,25],certain:32,certif:[16,25,58],cffi:27,cfg:59,cgo:27,chain:13,challeng:[9,18],chanc:16,chang:[9,13,17,21,24,29,30,32,48,72],channel:[9,52],check:[3,13,17,33,38,48,49,55],check_align:13,check_eq:49,check_fail_continu:3,check_l:49,check_sparse_distribution_batch:[54,55],check_sparse_distribution_in_pserv:[54,55],check_sparse_distribution_ratio:[54,55],check_sparse_distribution_unbalance_degre:[54,55],checkgrad:55,checkgrad_ep:55,checkout:48,checksum:25,choic:17,chunk:[21,25],chunk_schem:8,chunktyp:8,cifar:65,cifar_vgg_model:65,claimnam:60,clang:[27,36,48],clarifi:8,class1:72,class2:72,class_dim:72,classic:9,classif:[9,68,72,73],classifi:66,classification_cost:[33,44,65,68],classification_error_evalu:[8,68,72,73],classification_evalu:8,clean:[17,29,33,48],clear:[8,17,29,32],clearer:29,clearli:32,client:[23,58],clip:[7,55,68],clock:9,clone:[9,36,42],close:[3,30,48],cloud:[17,18,24,25,26],cluster:[16,18,22,53,58,60],cluster_train:53,cmake:[28,33,35,41,42,48,50,52],cmake_build_typ:[41,42],cmake_c:[41,42],cmake_system_nam:[41,42],cmakelist:[17,49],cmatrix:[27,28],cna:9,cnn:[9,59,68],code:[3,5,9,13,16,17,29,30,36,49,59,70],coded_stream:33,codedinputstream:33,coeff:9,coeffici:9,collabor:18,collect:[9,13,15],collectbia:49,color:[65,66],colour:13,column:[8,9,30],column_evalu:8,com:[9,10,13,17,36,38,41,42,48,58,59,66],combin:[8,9,10,13,15,32],comma:22,command:[17,24,26,49,57,59,60,61,62],commandlin:[52,60],comment:[9,17,44,60],commit:[17,59],common:20,common_util:53,commonli:26,commun:[18,22,23],compar:17,comparison:17,compil:[9,17,38,41,42],complaint:17,complet:[9,10,13,15,18,21,22,25,59,60],complex:[10,30],complic:9,compos:[13,16],composenotalign:13,compress:21,comput:[9,10,16,18,32,71,72],computation:9,conat:9,concat:[47,73],concaten:10,concept:[8,16,29,32],concern:16,concurr:18,condit:[9,21,59],conf:[5,9,33,44,53,60,64,66,73],conf_paddle_gradient_num:60,conf_paddle_n:60,conf_paddle_port:60,conf_paddle_ports_num:60,conf_paddle_ports_num_spars:60,config:[7,9,10,20,26,34,39,49,53,54,55,57,58,59,60,65,68,70,71,72,73],config_:55,config_arg:[54,55,57,66,68,71,72],config_bas:[8,9,15],config_fil:71,config_gener:[53,70],config_lay:49,config_len:22,config_pars:[5,49],config_proto:22,configprotostr:33,configur:[9,22,24,49,64,66,73],confirm:26,conflict:[32,48],confront:73,conll05st:71,conll:[13,71],connect:[10,24,59,68],connectionist:[9,72],connor:72,consequ:[9,10],consid:[8,9,11],consider:10,consist:[8,9,13,21,30],constraint:32,construct:[8,16,32],constructor:32,consum:18,contact:18,contain:[3,8,9,10,12,13,15,16,21,29,32,59,60],content:[22,26],content_len:22,context:[3,9,10,13,32,47,58],context_attr:10,context_len:[9,10,68],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,68],continu:[8,18],contrast:9,control:[7,59,73],conv:10,conv_act:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_layer_attr:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:16,convent:22,convert:[3,5,13,20,30],convlay:9,convolut:[9,10,13],convoper:9,convtran:9,convtranslay:9,cool:48,coordin:[18,22],copi:[15,16,21,26,70],core:[7,28,29],corpora:73,corpu:[13,71],correct:9,correctli:[8,13],correspoind:16,correspond:[16,17],corss_entropi:16,cos:9,cosin:9,cost:[11,15,16,34,39,70,72,73],cost_id:9,could:[9,13,15,16,21,29,30],couldn:38,count:[8,18,24,30,52,55,57,59,70,71,72,73],counter:[18,21],cours:[8,24],cpp:[27,28,29,33,44,49,52,60,68,70,73],cpu:[3,7,9,24,29,31,36,38,52,57,59,60,71],cpuinfo:36,cpusparsematrix:28,crash:[18,52],creat:[7,9,13,15,16,18,22,25,26,29,39,48,49,59,60],create_bias_paramet:49,create_input_paramet:49,createfromconfigproto:5,createorgetvari:32,createvari:32,creator:[13,20],credenti:26,crf:71,critic:72,crlf:48,crop:66,crop_siz:66,cross:[9,33,41,42,68],cross_entropi:[9,16],cross_entropy_with_selfnorm:9,crt:[25,58],csc:49,cslm:73,csr:49,ctc:8,ctc_evalu:8,ctest:[36,48],ctrl:[53,70],ctx:71,ctx_0:71,ctx_0_slot:71,ctx_n1:71,ctx_n1_slot:71,ctx_n2:71,ctx_n2_slot:71,ctx_p1:71,ctx_p1_slot:71,ctx_p2:71,ctx_p2_slot:71,cub:65,cuda:[17,38,52,53,55],cuda_dir:[54,55],cuda_so:[33,36],cuda_visible_devic:33,cudaconfigurecal:52,cudadevicegetattribut:52,cudaeventcr:52,cudaeventcreatewithflag:52,cudafre:52,cudagetdevic:52,cudagetdevicecount:52,cudagetdeviceproperti:52,cudagetlasterror:52,cudahostalloc:52,cudalaunch:52,cudamalloc:52,cudamemcpi:52,cudaprofilerstart:52,cudaprofilerstop:52,cudaprofilestop:52,cudaruntimegetvers:52,cudasetdevic:52,cudasetupargu:52,cudastreamcr:52,cudastreamcreatewithflag:52,cudastreamsynchron:52,cudeviceget:52,cudevicegetattribut:52,cudevicegetcount:52,cudevicegetnam:52,cudevicetotalmem:52,cudnn:[9,12,17],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[54,55],cudnn_convt:9,cudnn_dir:[54,55],cudnnv5:35,cudrivergetvers:52,cuinit:52,cumul:9,curl:58,current:[3,9,17,18,22,29,32,58],current_word:47,currentcost:[68,70,72,73],currentev:[68,70,72,73],curv:16,custom:[16,24],custom_batch_read:30,cutoff:13,cxx_compil:[41,42],cxx_flags_minsizerel:[41,42],cycl:18,cyclic:9,cython:27,dalla:3,dan:71,dandroid_abi:41,dandroid_arm_mod:41,dandroid_arm_neon:41,dandroid_standalone_toolchain:41,darwin:58,dat:[13,20,53,70],data:[3,8,10,11,15,16,20,21,25,29,32,33,38,39,44,47,53,54,59,60,61,64,65,66,68,70,71,72,73],data_config:5,data_dir:[64,65,72,73],data_feed:13,data_fil:34,data_lay:[3,33,34,44,65,68,71],data_nam:13,data_read:[13,30],data_reader_creator_random_imag:30,data_typ:[13,39,47],databas:13,datacent:[20,26],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,33,34,53,60,68,70,71],dataprovider_:68,dataprovider_bow:68,dataprovider_emb:68,dataproviderconvert:5,datasci:9,dataset:[20,24,30,39,47,66,69,72,73],date:71,db_lstm:71,dcmake_install_prefix:[41,42],dcmake_system_nam:[41,42],dcudnn_root:35,dead:18,deb:[38,48],debug:26,decai:11,decar:13,decent:21,decid:[16,30],declar:9,decod:[9,10,46,47,73],decoder_boot:47,decoder_group_nam:47,decoder_input:47,decoder_mem:47,decoder_prev:10,decoder_s:47,decoder_st:[10,47],deconv:9,deconvolut:9,decor:[3,13],deep:[9,52,65,66],deer:65,def:[3,5,9,13,16,20,24,30,33,34,39,44,47,49,60,66,68,71],defalut:9,default_decor:60,default_devic:57,default_valu:57,defect:29,defin:[3,9,10,13,15,16,17,18,30,32,33,39,68],define_py_data_sources2:[3,33,34,65,66,68],defini:73,definit:[13,18,21,64],degre:9,delet:[18,24,25,48],delimit:[8,70],delv:9,demand:18,demo:[5,9,13,53,59,61,64,65,66,68,70,72,73],dens:[9,13,22,23,70],dense_arrai:13,dense_vector:[3,5,13,34,39],dense_vector_sequ:13,dep:17,depend:[17,18,24],deploi:9,deprec:9,deriv:[6,16],descent:[9,18],describ:[16,17,21,29,59],descript:[8,17,60],deseri:[15,29],design:[9,13,27],desir:[18,59],destin:[22,26],destruct:32,det_output:8,detail:[7,8,9,10,11,21,24,26,32],detect:48,detection_evalu:8,detection_output:8,determin:[9,13],dev:[33,36,48,65,73],develop:[17,29,31,48,73],deviat:7,devic:[7,29,33,36,57],deviceid:57,devid:9,dez:72,dict:[3,8,13,15,33,44,60,70,72,73],dict_dim:[33,44,72],dict_fil:[8,44,71],dict_siz:13,dictionari:[3,8,9,13,15,16,33,68,73],dictrionari:68,dictsiz:73,did:29,diff:48,differ:[8,9,15,17,18,22,32],difficult:8,digit:9,dim:[9,13,49,64,72],dimens:[6,9,12,13,33],dimes:9,dir:[41,53,60,66,70,71,72,73],direct:[9,10],directli:[10,17,23,24,29],directori:[9,17,20,25,26,48,52,59],disabl:33,discard:[13,18,21,48,55],discount:9,discov:18,discuss:[16,21,22,23],dispatch:29,displai:[24,26],disput:73,dist_train:[16,24],distanc:8,distinguish:17,distribut:[9,21,22,23,55,61,62],distribute_test:[54,55],disucss:16,divid:11,diy_beam_search_prob_so:[54,55],dmkl_root:35,do_forward_backward:30,doc:[5,10,13,36,50,60],doc_cn:50,docker:[31,33,36,48,59,60,61,62],docker_build:16,docker_push:16,dockerfil:[36,48,60],dockerhub:36,document:[10,25],documentari:3,doe:[10,18,21,22,24,29,30],doesn:[7,9,13,16,30],dog:[65,66],don:[10,16,17,30],done:[8,9,10,17,18,21,22,48,52,60],dot:73,dot_period:[55,57,60,65,70,72,73],dotmuloper:9,dotmulproject:9,doubl:55,down:52,download:[13,17,18,25,59],download_cifar:65,doxygen:48,dozen:17,dpkg:38,dpython_execut:33,dpython_include_dir:33,dpython_librari:33,drive:32,drop_rat:7,dropout:7,dropout_r:9,drpi_arm_neon:42,drpi_toolchain:42,drwxr:59,dso_handl:38,dst:22,dtoh:52,dtype:[5,34,66],dubai:73,due:21,dummi:21,durat:21,dure:[3,9,10,18,21,24,73],dwith_c_api:[28,41,42],dwith_gpu:[35,42],dwith_profil:52,dwith_python:[28,42],dwith_swig_pi:[28,41,42],dwith_tim:52,dyld_library_path:9,dynam:[3,22,28,30],dynamic_cast:49,each:[3,8,9,12,13,15,17,18,21,22,24,29,30,32,70],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,30],easi:30,easier:[16,30],easili:[16,30,32],ec2:58,echo:[33,36,70,72],edit:8,edu:[13,59,65],effici:9,efg:9,either:[9,13,15,16],electron:59,elem_dim:9,element:[8,9,10,13,15,21,30],element_typ:22,elif:16,els:[9,16,24,32,36,44,49,66],emailweixu:17,emb1:44,emb2:44,emb:[33,44,59,68],emb_group:44,emb_sum:33,embed:[16,47,64,70,72],embedding_lay:[33,44,68],embedding_nam:[9,47],embedding_s:[9,47],empir:9,emplace_back:49,empti:[8,13,18,34],enabl:[7,9,17,21,52],enable_grad_shar:[54,55],enable_parallel_vector:55,enc_proj:[10,47],enc_seq:10,enc_vec:47,encapsul:22,encod:[10,21,44,73],encoded_proj:[10,47],encoded_sequ:[10,47],encoded_vector:47,encoder1:44,encoder1_expand:44,encoder1_rep:44,encoder2:44,encoder2_rep:44,encoder_last:9,encoder_s:47,end:[8,9,29,30,32,47,48,71,72],end_pass:16,enditer:[15,16,39],endpass:[15,16],endpoint:20,endtrain:16,engin:24,english:[9,73],ensembl:10,ensur:[18,32],entir:[9,10,22],entiti:[8,32],entri:[13,21,24],entropi:[9,68],entry_point:24,enumer:[6,33],enumerate_data_types_of_data_lay:13,env:[33,60],environ:[9,16,33,52,59],eol:48,eos_id:[9,47],epsilon:11,equal:[9,10,18,44],equat:[8,9,10,11],equival:[9,16],error:[7,8,9,11,16,21,26,32,33,55,68,70,72,73],error_clipping_threshold:7,especi:10,essenc:16,essenti:[9,16],estim:[9,16],eta:59,etc:[8,13,30,32,73],etcd:[18,21,22],etcd_addr:22,eth0:[53,60],eval:[8,68,70,72,73],eval_bleu:73,evalu:[9,14,15,52,53,70,72,73],evaluate_difficult:8,evaluate_pass:72,even:[16,30],evenli:22,event:[39,59],event_handl:[15,16,39],everi:[8,9,10,13,16,18,21,22,32],evid:29,exactli:[9,10],exampl:[8,9,10,11,13,15,24,26,29,30,66],exc_path:33,exceed:9,except:13,exchang:29,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exe:58,exec:36,execut:[17,18,21,24],exist:[16,18,26,30,72],exit:[22,26,59],expand:44,expand_a:[9,43,44],expand_lay:44,expand_level:[9,43],expandconvlay:9,expandlevel:43,expans:9,expect:9,expert:17,expir:18,explain:[8,18],explan:[9,24,32],explicit:49,explicitli:16,explor:9,exponenti:6,expos:23,express:16,extend:8,extent:28,extern:[17,27,28],external_librari:17,extra:[7,9,10],extra_lay:15,extraattr:[7,57],extraattribut:9,extraattributenon:9,extract:[8,9,29,64,66,71],extract_fea_c:66,extract_fea_pi:66,extralayerattribut:[7,10],extralayeroutput:10,extrem:9,f1205:33,f120da72:59,fa0wx:59,fabric:53,face:17,facotr:9,factor:[7,9,11],factori:27,fail:[18,21,33,38,55,59],failur:[18,22],fake_imag:30,falloc:25,fals:[7,8,9,10,11,13,30,33,34,39,44,47,49,57,59,64,68,71,72,73],false_label:30,false_read:30,faq:63,fast:[9,21,52],faster:[9,10,18],fault:21,fbd1f2bb71f4:59,fc1:[49,57],fc2:57,fc3:57,fc4:57,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[33,34,44,57,68,70],fc_layer_nam:10,fc_mat:15,fc_param:33,fc_param_attr:10,fclayer:49,fdata:[44,71],fea:66,fea_output:66,feat:72,featur:[3,6,9,13,48,66,70,71],feature_a:33,feature_b:33,feature_map:70,feed:[10,13,15,16,39],feeder:13,fernan:72,festiv:3,fetch:[13,18,33,48],few:[17,18,30],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,70],figur:[16,17,64,73],file1:73,file2:73,file:[3,8,9,13,15,16,17,18,20,21,22,24,25,26,28,30,48,66,69,72,73],file_list:3,file_nam:[34,44,66,68,71],filenam:[3,20,33,70],fileoffset:25,filer:9,filesystem:[24,25],fill:[9,18,21],filter:9,filter_s:[9,10],filter_size_i:9,find:[9,11,18,32,38],fine:[7,21],finish:[18,21,24,59],first:[9,13,16,18,21,24,26,68],first_seq:47,firstli:[8,9],firstn:13,firstseen:59,fit:13,fix:[7,27,48],flag:13,flexiabl:30,flexibl:[9,10,16,22],flight:73,float32:[5,13,30,34,66],floor:9,flow:31,folder:[17,20,24,26,73],follow:[8,9,10,11,13,16,17,18,21,24,30,32,61,62],forbid:16,force_load:27,forget:[11,16],fork:9,form:[9,10,11],format:[8,13,21,48,49],former:[16,17],formula:[9,10],formular:9,forward:[6,9,10,22,29,49],forwardactiv:49,forwardtest:5,found:[9,32],four:8,frame:8,framework:[16,32],free:13,french:73,frequenc:13,frequent:[21,30],friend:32,frog:65,from:[3,5,8,9,10,13,15,17,18,20,21,22,26,29,30,32,33,34,36,46,52,59,64,65,68,70,71,72,73],from_no_sequ:[9,43],from_sequ:[9,43],from_tar:15,fromfil:[30,34,66],fulfil:52,full:[9,18],full_matrix_project:[10,44,47],fulli:68,fullmatrixproject:9,fully_matrix_project:10,fullyconnectedlay:49,func:[3,13,21],further:9,futur:9,gain:9,gamma:66,gan:16,gangliao:17,gate:[9,10],gate_act:[9,10,44],gate_recurr:9,gather:[9,29],gauss:7,gcc:[27,36,41,42],gce:58,gcepersistentdisk:58,gdebi:38,gen:[9,73],gen_conf:73,gen_data:73,gen_result:73,gender:[13,60,70],gener:[3,8,9,10,13,15,16,17,18,20,21,22,30,52,57,60,64,73],generated_word_embed:9,generatedinput:[9,46,47],genr:[60,70],gereat:8,get:[3,8,9,10,13,15,17,21,22,24,25,32,38,49,59,65,70,71,72],get_batch_s:71,get_best_pass:72,get_config_arg:[57,72],get_data:[59,68,71],get_dict:13,get_embed:13,get_imdb:72,get_input_lay:49,get_model:66,get_movie_title_dict:13,get_output_layer_attr:10,get_sample_from_lin:33,get_shap:15,get_word_dict:13,getbatchs:49,getenv:[16,24,60],gethostbynam:60,gethostnam:60,getidmap:60,getinput:49,getinputgrad:49,getinputvalu:49,getoutputgrad:49,getoutputvalu:49,getparameterptr:49,getpodlist:60,getsiz:49,gettask:21,gettranspos:49,getvari:32,getw:49,getweight:49,getwgrad:49,gildea:71,gist:10,git:[31,33,36,42,48],github:[10,17,36,38,42,48,66],give:[3,18],given:[13,15,22,30],glide:17,global:[7,16,17,18,29,32,52],global_learning_r:7,globalstat:52,globalstatinfo:52,globe:3,glusterf:58,gnueabihf:42,go_librari:17,go_test:17,gob:21,godep:17,godoc:27,goe:[9,10,18,32],golang:17,good:[9,30],goodfellow13:9,googl:[16,33,41],googleapi:58,got:32,gpu:[7,9,12,24,29,31,33,36,38,52,57,66,71,72,73],gpu_id:[33,55,57],gpugpu_id:54,grab:18,grad:[22,55],grad_share_block_num:[54,55],gradient:[7,8,9,11,15,18,21,29,55,60,68],gradient_clipping_threshold:[7,68,72],gradient_evalu:8,gradient_machin:[15,28],gradientmachin:[5,15,28,29,60,70,73],gram:64,graph:[9,15,17,18],grave:72,greater:9,grep:[36,72],groudtruth:47,ground:[8,9,73],group:[10,21],group_input1:47,group_input2:47,group_input:[44,47],grouplen:[13,69],gru:[9,68],gru_bias_attr:10,gru_decod:47,gru_decoder_with_attent:47,gru_encoder_decod:[64,73],gru_layer_attr:10,gru_memori:10,gru_siz:68,gru_step:47,gru_step_lay:10,grumemori:[10,47],gserver:[9,49],gsizex:52,guid:[25,59],gur_group:10,gzip:[21,59],hadoop:16,handi:17,handl:[13,16,24,29,30,32],handler:15,handwrit:72,happen:21,harvest:68,has:[8,9,10,11,13,16,17,18,21,22,52,71],has_kei:15,hassubseq:44,have:[9,10,13,16,17,18,21,22,24,29,30,32],hdf:20,head:72,header:[22,28,34,66],height:[9,13,27,30,49],held:18,hello:16,help:[5,26,48],helper:[9,10],henc:32,here:[7,8,9,10,13,16,17,18,23,26,30],heurist:[9,73],hidden:[9,10,33],hidden_a:33,hidden_b:33,hidden_dim:44,hidden_s:10,hierach:46,hierarch:[9,44],high:7,highest:13,highli:13,him:16,hint:5,hl_dso_load:38,hl_get_sync_flag:49,hold:[16,18,21,23,32],home:[20,26,53,59,60],honor:21,hook2:44,hook:[7,44,71],hookattr:7,hookattribut:7,horizont:9,hors:65,horst:72,host:[17,24,53,59],host_c:[41,42],hostnetwork:60,hostpath:[58,59,60],hot:68,hous:[3,13],how:[7,9,16,18,21,26,29],howardjohnson:44,howev:[9,10,29,30],howto:60,hpp:27,html:[13,65],htod:52,http:[9,10,13,17,24,36,38,41,42,48,58,59,65,66,69,73],huber:9,huge:9,huina:72,human:9,hyper:9,hyperplan:13,i0601:70,i0706:73,i0719:73,i1116:60,i1117:52,ib0:53,ics:13,icwsm:72,id_input:8,idea:[9,17,30],identityoffsetproject:9,identityproject:9,idmap:60,ids:[8,9,33,70],idx:[21,49],ieee:72,ies:26,ignor:[3,9],ijcnlp:72,illustr:[8,18,22],ilsvrc:66,imag:[12,13,16,30,48,59,60,61,62,65,66,73],image_a:30,image_b:30,image_classif:65,image_fil:30,image_lay:30,image_list_provid:66,image_nam:16,image_path:30,image_provid:65,image_reader_cr:30,image_s:66,imagenet:[9,20],imagepullpolici:60,imageri:9,images_reader_cr:30,imdber:72,img:[3,9,65],img_conv_lay:10,img_pool_lay:10,img_siz:65,imgsiz:52,imgsizei:52,imgsizex:52,immutable_paramet:16,implement:[9,10,11,13,21,22,23,24,27,28,29,32],impli:17,improv:9,inarg:5,inc_path:33,includ:[8,9,10,13,16,17,22,24,27,28,41,42,48,52],incorpor:9,incorrect:9,increas:[18,21,33],incupd:49,inde:[13,30],independ:[9,22,32],index:[8,9,12,13,15,18,21,44,70],indexslot:9,indic:[8,9,22],individu:18,industri:18,ineffici:29,infer:[16,18,27],infiniband:53,info:[8,9,13,39,44,49,53,60],inform:[9,13,24,26,32],ininst:16,init:[7,9,15,39,49,60,71],init_from_tar:15,init_hook:[44,68,71],init_model_path:[54,55,57,64,68,71],initi:[3,7,9,10,13,15,17,21,55,68],initial_max:[7,33],initial_mean:[7,9,33],initial_min:[7,33],initial_std:[7,9,33],initpaddl:5,inlcud:10,inner:[33,44],inner_:44,inner_mem:44,inner_param_attr:10,inner_rnn_output:44,inner_rnn_st:44,inner_rnn_state_:44,inner_step:44,inner_step_impl:44,input1:[9,10],input2:9,input:[3,6,8,9,10,12,13,15,29,30,32,33,34,39,43,44,46,47,49,57,60,64,65,68,70,71,73],input_data:49,input_data_target:49,input_featur:6,input_fil:[34,71],input_hassub_sequence_data:49,input_id:9,input_imag:[10,65],input_index:49,input_label:49,input_lay:49,input_nam:16,input_sequence_data:49,input_sequence_label:49,input_sparse_float_value_data:49,input_sparse_non_value_data:49,input_t:49,input_typ:[33,34,44,68],inputdef:49,inputlayers_:49,inputtyp:13,insert:48,insid:[8,9,18,29,30],instal:[9,24,33,38,41,42,48,53,59,65,70],instanc:[9,18,20,23],instanti:18,instead:[9,10,12,17,24,30],int32:55,int64:25,integ:[3,8,9,13,21,24,27,39,68],integer_sequ:33,integer_valu:[3,13,33,39,44,68],integer_value_sequ:[3,13,44,47,68,71],integer_value_sub_sequ:44,integr:[8,71],inter:9,intercept:9,interfac:[7,9,10,15,21,24,26,29,53],intergr:9,intermedi:26,intern:[9,10,13,15],internet:[17,18],interpret:8,introduc:[9,18,32],invalid:[30,32],invoc:17,invok:[3,9,15,29,52],iob:8,ioe:8,ip_str:60,ipc:58,ips:60,ipt:[9,33,44,47],ipython:16,is_gener:[9,64,73],is_kei:70,is_loc:15,is_predict:[68,72],is_seq:[9,47],is_stat:7,is_test:[66,71,72],is_train:3,isinst:[5,39],ispodallrun:60,isspars:49,issu:17,issue_numb:48,item:[9,13,15,30,60],iter:[3,9,10,11,13,15,16,18,30],its:[3,9,10,16,18,21,29,32,38,52],itself:[10,18,32],java:27,jeremi:52,jie:[71,72],jmlr:9,job:[13,53,54,55,57,58,60,66,68,71,72,73],job_dispatch_packag:53,job_id:13,job_mod:64,job_nam:[24,60],job_namespac:60,job_path:60,job_path_output:60,job_workspac:53,jobnam:60,jobpath:60,jobselector:60,jobserv:24,johan:72,join:[18,44],joint:73,jointli:[10,73],journal:[71,72],jpg:66,json:[53,59,70],jth:10,jupyt:[24,36],just:[6,8,9,10,13,17,21,22,29,32],jypyt:16,k8s:60,k8s_data:60,k8s_job:16,k8s_token:16,k8s_train:60,k8s_user:16,kafka:20,kaim:9,kaimingh:66,kebilinearinterpbw:52,kebilinearinterpfw:52,keep:[9,13,18,32],kei:[3,13,15,18,20,21,25,48,52,58,60,70],kernel:9,key1:55,key2:55,keyword:60,kill:18,kind:[16,18,23,58,59,60],kingsburi:71,know:[10,16,21],kriz:[13,65],ksimonyan:10,kube:58,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeadm:58,kubectl:[58,59,60],kuberent:18,kubernet:[16,18,51,53,60,61,62],kubernetes_service_host:16,kwarg:[3,10,11,13,44,68,71],l1_rate:7,l2_rate:7,l2regular:[65,68,72],label:[3,8,9,11,13,15,30,33,34,39,44,59,65,66,68,71,72],label_dict:71,label_dim:[9,44,68],label_fil:[30,71],label_lay:30,label_list:71,label_path:30,label_slot:71,labeledbow:72,labelselector:60,lag:55,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,32,64],larg:[12,13,48,73],larger:[7,8,9],last:[8,9,10,43,44],last_seq:44,last_time_step_output:9,lastseen:59,latenc:9,later:17,latest:[9,17,18,33,59,60],launcher:16,layer1:[9,10,43],layer2:[9,43],layer3:9,layer:[5,7,8,10,12,13,14,15,30,39,43,46,47,49,66,68,71],layer_0:49,layer_attr:[9,47,57],layer_num:[57,66],layer_s:9,layer_typ:9,layerbas:49,layerconfig:49,layergradutil:49,layermap:49,layeroutout:9,layeroutput:10,layers_test:33,lbl:[8,65],ld_library_path:[9,38,53],learn:[7,8,9,10,11,13,16,22,30,36,52,65,66,71,72,73],learning_method:[34,64,65,68,72,73],learning_r:[7,22,33,34,64,65,68,72,73],leas:18,least:[8,9,18],lecun:13,left:9,leman:73,len:[3,9,22,25,44,49,60,68,71],length:[9,10,13,22,59],less:[9,16],less_than:16,let02:59,let:[8,9,16],level:[7,9,46],lgtest:17,lgtest_main:17,lib64:[33,36,38,53,55],lib:[9,28,35,38,41,42],lib_path:33,libapi:17,libari:28,libcuda:[33,36],libjpeg:65,libnvidia:[33,36],libpaddl:[27,28,48],libpaddle_capi:28,libpaddle_gserv:28,libpaddle_math:28,libprotobuf:33,librari:[9,17,23,28,38,53,55],libwarpctc:9,life:18,lifetim:32,like:[8,9,13,17,18,24,30,32,66],limit:[9,13,33,52],linaro:42,line:[3,8,13,17,24,26,33,44,48,57,71],line_count:33,linear:[9,39],linearactiv:34,linguist:71,link:[9,10,17,25,26,32,46,72],linux:[9,25,36,41,42,58],lipeng:64,lipton:72,list:[2,3,8,9,13,15,16,17,21,24,26,29,32,34,53,57,65,66,68,70,71,72,73],littl:22,lium:73,live:18,liwicki:72,load:[9,16,18,34,60,66,71,72,73],load_data_arg:5,load_featur:66,load_feature_c:66,load_feature_pi:66,load_missing_parameter_strategi:[54,55,57,64,71],loadparamet:5,loadsave_parameters_in_pserv:[54,55],loc:8,local:[7,18,23,35,38,50,53,54,55,60],localhost:[36,58],localip:60,localpath:26,locat:17,lock:[17,18,21,22],log:[21,26,33,49,53,55,59,60,65,70,71,72,73],log_barrier_abstract:[54,55],log_barrier_lowest_nod:[54,55],log_barrier_show_log:[54,55],log_clip:[54,55],log_error_clip:[54,55],log_period:[55,57,59,60,65,68,70,71,72,73],log_period_serv:[54,55],logarithm:6,logger:[3,44],logic:[29,32],logist:68,look:[3,8,24],lookahead:9,loop:[30,32],loss:[9,68],low:9,lpaddle_capi_shar:28,lpaddle_capi_whol:28,lstm:[9,44,47,59,68],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:[10,44],lstm_group_input:44,lstm_input:44,lstm_last:44,lstm_layer_attr:10,lstm_nest_group:44,lstm_output:44,lstm_size:68,lstm_step:10,lstmemori:[10,44,47],lstmemory_group:[9,44],ltr:9,mac:[9,28,36,41],machan:10,machin:[9,10,13,15,46,72,73],machine_transl:47,made:[18,22],mai:[9,30,32],main:5,mainli:23,maintain:[9,21],majel:17,major:73,make:[3,8,9,16,17,18,21,22,29,30,38,41,42,48,49,52,72],man:25,manag:[18,22,23,26,32],mandarin:9,mani:[9,10,17,21,29,32],manner:9,manufactur:73,mao:72,map:[8,9,13,15,16,21,32,39],map_read:13,mapper:13,mapreduc:16,marcu:72,mark:[32,71],mark_slot:71,market:72,martha:71,mask:[7,9],master:[16,31,58,72],mastermind:17,mat:[27,28],mat_param_attr:10,match:17,math:[10,27,49,52],matirx:9,matplotlib:65,matrix:[8,9,10,13,15,27,28,49],matrixptr:49,matrixtyp:28,max:[7,9,13,43,52,57,70],max_id:[9,15],max_job_id:13,max_length:[9,47],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:8,maxid_evalu:8,maxim:9,maximum:[8,13,22],maxinum:12,maxpool:9,mayb:[9,10],md5:[13,19],mean:[7,8,9,10,11,12,13,15,17,30,32,33,55,66,70],mean_img_s:65,mean_meta:66,mean_meta_224:66,mean_valu:66,mechan:[9,10,23],meet:71,mem:[9,24,44],member:[13,16,29,32],memcpi:[29,52],memori:[10,21,24,47,52,59],memory_boot:10,memory_nam:9,memory_threshold_on_load_data:[54,55],mention:[17,21],mere:10,merg:[22,29,48],mergedict:[64,73],messag:[48,59],meta:[53,65,66,70],meta_config:[53,70],meta_gener:[53,70],meta_path:65,metadata:[25,59,60],metal:58,metaplotlib:16,method:[3,9,11,15,32,73],mfs:60,might:[9,17],million:13,min:[7,52,57,70],min_pool_s:[3,33],min_word_freq:13,mini:[9,13,15,18],mini_batch:30,minibatch:9,minibatch_data:13,minikub:58,minim:11,minimum:9,minsizerel:[41,42],minut:18,mip:41,mirror:17,mislead:22,miss:71,mix:[10,47],mixed_bias_attr:10,mixed_lay:[10,44,71],mixed_layer_attr:10,mixedlayertyp:9,mkdir:26,mkl:35,mkl_root:35,ml_data:[53,70],mnist:[3,5,20,30],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:30,mnist_train:[3,30],mnist_train_batch_read:30,mnt:60,mod:71,mode:[9,48,60,72],model:[9,10,13,15,18,19,57,64,65,68,70,71,72,73],model_config:5,model_list:[55,57,71,72],model_output:72,model_path:57,model_zoo:[64,66],modifi:48,modul:[3,10,13,15,33,34,65,66,68],modulo:9,momentum:[7,32,33,39,68],momentumoptim:[34,65],mon:59,mono:9,month:[17,73],mood:72,moosef:58,more:[8,9,10,13,16,17,18,21,24,26,30,33,52],morin:9,mose:[72,73],moses_bleu:73,mosesdecod:72,most:[9,13,16,17,30],mount:24,mountpath:[59,60],move:[9,18,21,26],movi:[3,13,70],movie_categori:13,movie_id:[60,70],movie_info:13,movie_review:13,movieinfo:13,movielen:69,moving_average_fract:9,mpi:53,mse_cost:[34,39],much:[9,18,30],mul:49,multi:[9,29,66,73],multi_binary_label_cross_entropi:9,multi_crop:66,multigradientmachin:29,multinomi:9,multipl:[8,9,10,13,15,16,21,22],multipli:[8,9],multiprocess:13,must:[6,8,9,10,13,22,30,38,49],my_standalone_toolchain:41,mypaddl:[59,60],name:[3,7,8,9,10,12,13,15,16,18,20,22,24,28,33,34,36,39,44,47,49,52,57,58,59,60,61,62,65,68,70,73],name_prefix:20,namespac:[27,49,58,59,60],nativ:9,natur:21,nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,ndk:41,necessari:[9,22,29],need:[8,9,10,13,16,17,21,22,24,26,29,32,33,52,60],neg:[3,8,9,71,72],neg_distribut:9,ner:8,nest:[9,13],net:[9,10,32,72],net_conf:72,net_diagram:66,network:[5,7,8,9,11,13,14,15,16,18,30,32,39,44,53,57,60,64,65,66,71,72,73],network_config:57,neural:[9,10,11,13,15,16,18,32,44,46,64,71,72,73],neuralnetwork:29,never:[13,30,32,59,60],newest:22,next:[3,9,13,18,23],nfs:60,nfsdir:60,nginx:36,ngram:13,nic:[53,54,55,60],nil:21,nine:13,nlp:9,nltk:13,nmt:73,nnz:49,no_cach:3,no_sequ:[3,9,39,70],noah:72,noavx:36,node0:60,node:[9,17,58,59,60],node_0:60,node_1:60,node_2:60,nodebook:36,nodefil:53,nois:[9,18],non:[9,18],none:[3,5,7,8,9,10,11,12,13,15,16,34,47,66],norm_by_tim:9,normal:[9,10,13,59,60,66],notat:9,note:[7,9,10,12,15,16,21,24,30,38,72],notebook:24,noth:[6,15,32,48],novel:72,now:[9,13,17,18,32,46],np_arrai:13,ntst1213:73,ntst14:73,nullptr:[32,38,49],num:[9,53,55,60,71,72,73],num_channel:[9,10,65],num_chunk_typ:8,num_class:[9,10,65],num_filt:[9,10],num_gradient_serv:[54,55],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,34,39,54,55,57,59,60,68,70,71,72,73],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[8,9,13,18,20,30,73],numchunktyp:8,numdevices_:57,numlogicaldevices_:57,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,30,34,39,66],numsampl:52,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,36],nvidia:[33,36],obei:8,obj:[3,33,34,65,66,68,70],object:[3,7,9,10,11,13,15,16,27,32,52],observ:11,obvious:17,occup:[60,70],occur:[13,15],oct:59,odd:9,off:[28,35,36,38,41,42,48],offici:[9,17],offlin:[18,20],offset:[9,70],ograd:49,old:22,omit:[33,68],on_init:3,onc:[9,18,21],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,29,30,32,68,71,72],one_host_dens:70,one_hot_dens:70,onli:[8,9,10,12,13,15,16,17,21,22,23,24,26,29,44,46],onlin:[9,11,18,20,30],open:[3,9,16,20,30,33,34,44,66,71],openbla:35,openblas_root:35,oper:[9,10,11,13,32],opinion:72,ops:17,ops_test:17,opt:[16,35,60],optim:[7,14,15,29,33,39],option:[8,9,16,17],order:[9,10,13,15,30,60],org:[8,9,10,13,20,25,36,69],organ:[8,9],origin:[9,13,32,48],other:[8,9,10,13,18,22,26,32],otherchunktyp:8,otherwis:[9,13,16,18,22,30],our:[16,17,32],out:[9,15,16,17,21,44,46,47,65],out_dir:60,out_left:9,out_mem:47,out_right:9,out_size_i:9,out_size_x:9,outer:44,outer_mem:44,outer_rnn_st:44,outer_rnn_state_:44,outer_step:44,outout_lay:15,outout_layer1:15,outout_layer2:15,output:[6,7,8,9,10,12,13,15,16,20,26,30,32,33,34,44,47,53,57,59,60,64,65,66,68,70,71,72],output_:9,output_dir:66,output_fil:71,output_id:9,output_lay:[15,66],output_max_index:12,output_mem:[9,47],output_path:20,outputh:9,outputw:9,outsid:[3,9,10,32],outv:49,over:[9,10,16],overlap:8,overlap_threshold:8,overrid:[18,26],overview:[21,22,23],overwrit:26,own:22,packag:[13,21,24,33],pad_c:9,pad_h:9,pad_w:9,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,18,20,24,26,27,28,29,33,34,36,38,39,47,48,49,50,52,53,57,59,60,64,65,68,70,71,72,73],paddle_begin_init_param:22,paddle_element_typ:22,paddle_element_type_float32:22,paddle_element_type_float64:22,paddle_element_type_int32:22,paddle_element_type_int64:22,paddle_element_type_uint32:22,paddle_element_type_uint64:22,paddle_error:[27,28],paddle_exampl:24,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:24,paddle_matrix:[27,28],paddle_matrix_cr:28,paddle_matrix_get_shap:27,paddle_matrix_shap:27,paddle_n:[53,60],paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:24,paddle_output:59,paddle_paramet:22,paddle_port:[53,60],paddle_ports_num:[53,60],paddle_ports_num_for_spars:53,paddle_ports_num_spars:60,paddle_process_by_paddl:60,paddle_pserver2:53,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:64,paddle_save_model:22,paddle_send_grad:22,paddle_server_num:60,paddle_source_root:64,paddle_train:[28,31,53,60],paddledev:[33,36,59,60],paddlepaddl:[9,10,13,17,18,20,22,23,24,25,26,30,32,33,36,38,47,48,52,53,61,62,64,71],pair:8,pakcag:17,palceholder_just_ignore_the_embed:64,palmer:71,paper:[9,73],para:64,paraconvert:64,parallel:[52,57,59,60,73],parallel_nn:[7,54,55],param:[7,9,13,22,29],param_attr:[9,10,33,34,47],param_config_proto:22,paramattr:[7,9,33,34,47],paramet:[8,10,11,12,13,14,17,19,26,30,32,39,55,60,70,71,72,73],parameter_attribut:9,parameter_block_s:[54,55],parameter_block_size_for_spars:[54,55],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parameterclient2:60,parametermap:49,parameters_:49,parameterset:16,parameterupdat:29,parametris:11,paramutil:70,paraphras:[64,73],paraphrase_data:64,paraphrase_model:64,paraphrase_modeldata:64,paraspars:49,parent_:32,pars:[13,17],parse_config:5,parse_known_arg:60,parsefromstr:33,parser:60,part:[8,72],partial:[9,15],partial_sum:9,partit:[18,20],paserv:60,pass:[3,9,13,15,18,29,30,32,33,34,39,48,52,55,57,59,60,65,68,70,71,72,73],pass_id:[15,39],pass_idx:30,passtyp:49,past:16,patch:25,path:[8,9,13,15,18,21,22,24,30,38,41,42,53,55,58,59,60,71,72],pattern:[13,18,27,72],paul:71,paus:18,pave:73,pdf:[9,10],pem:[16,20],pend:[18,21],penn:71,per:[8,9,13,18,22,30],perform:[9,10,22,29,52,54],period:[18,55,71,72,73],perl:[72,73],peroid:9,persistentvolum:58,persistentvolumeclaim:[58,60],person:[8,16],pfs:[20,26],pfsclient:20,pfspath:26,pid:58,piec:[9,10],pillow:[24,65],pip:[33,48,53,65,70],pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[3,18],plain:[8,9,15,24,28],plan:18,platform:41,pleas:[7,9,10,11,16,18,21,22,23,30,33,38,60],plot:[16,65],plotcurv:65,plu:9,png:65,pnpairvalid:54,pod:[20,24,58,59,60],podip:60,podlist:60,point:[18,24,52],pointer:[22,32],polar:13,poll:72,pool3:49,pool:[10,14],pool_attr:10,pool_bias_attr:10,pool_layer_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[10,33,68],pooling_typ:[9,33,43,68],poolingtyp:12,popul:22,popular:17,port:[17,53,54,55,59,60],port_num:54,ports_num:[55,60],ports_num_for_spars:[54,55,57,60],pos:[70,72],pose:18,posit:[3,8,9,13],positive_label:8,posix:58,possibl:[16,21],post:[24,25],potenti:52,practic:9,pre:[9,10,13,16,22,64,72,73],pre_dictandmodel:64,precis:8,precision_evalu:8,pred:71,predetermin:9,predic:[13,71],predicate_dict:71,predicate_dict_fil:71,predicate_slot:71,predict:[3,5,8,9,11,15,33,53,64,65,66,68,70,71,72],predict_fil:[54,55],predict_output_dir:[54,55,68],predict_sampl:5,prediction1:15,prediction2:15,predin:65,prefer:58,prefetch:49,prefix:[8,18,20],pregrad:49,premodel:64,prepar:[24,29,61],preprocess:[13,53,64,65,68,70,72,73],present:[16,48],preserv:26,prev_batch_st:[54,55],prevent:[11,16,18,21],previou:[9,10,18,26],previous:9,price:13,principl:[16,17],print:[5,7,15,16,34,39],printallstatu:52,printer:8,printstatu:52,prite:8,privat:[28,32,48],prob:[8,15],probabilist:[9,64],probabl:[8,9,15],problem:[9,11,16,17],proc:36,proce:[13,18,30],proceed:[9,71],process2:44,process:[3,7,9,10,13,16,20,21,33,34,44,60,68,70,71],process_num:13,processdata:[65,66],processor:52,prod:[36,48],produc:[10,13,18,30],product:24,productgraph:59,profil:[26,52],proflier:52,prog:60,program:[13,16,20,22,30,32,52,60],progress:[18,21],proj:9,project:[9,10,24,28],promis:[9,10],prompt:26,prone:16,prop:71,propag:11,proposit:71,protect:49,proto:12,protobuf:[24,33],protocol:8,provid:[9,13,16,22,24,33,34,44,54,68,71],prune:9,ps_desir:18,pserver:[22,23,24,53,54,55,60],pserver_addr:22,pserver_cpu:24,pserver_id:19,pserver_mem:24,pserver_num_thread:[54,55],pserver_spec:15,pseudo:[16,24],psize:49,ptr:28,pull:[17,31],purpos:[18,52],push:60,push_back:49,put:[17,18],pwd:[36,48],py_paddl:[5,13,50],pydataprovid:33,pydataprovider2:[3,5,34,60],pyramid:9,pyramid_height:9,python:[9,15,16,23,27,29,31,33,36,47,48,49,50,53,64,65,66,70,71,72,73],pythonpath:[33,65],pzo:72,queri:[9,73],question:[9,16],quick:59,quick_start:[24,59,60,61,68],quick_start_data:59,quickstart:59,r14b:41,r_t:9,rais:13,ramnath:72,ran:52,rand:[52,55,57,71],random:[7,9,13,20,29,30,34],random_imag:20,rang:[9,13,20,30,60,68],rank:[9,16,66,68],rare:3,raspberri:42,raspberrypi:42,raspbian:42,rate:[7,8,11,13,22,53,60,70],rather:24,ratio:55,raw:9,raw_meta:70,rdma_tcp:[54,55],reach:18,read:[3,13,15,16,18,20,30,34,66],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_next_from_fil:33,read_ranking_model_data:16,reader:[15,20,39],reader_cr:20,reader_creator_bool:30,reader_creator_random_imag:[13,30],reader_creator_random_image_and_label:[13,30],readi:[18,59],readm:[28,48,70,72],real:30,real_process:3,realist:16,reason:[10,16,18,59],recal:8,receiv:[18,24],recognit:[9,66,72],recommend:[10,16,53,60,70],record:[13,21,71],recordio:[13,16,20,21],recov:18,recoveri:21,rectangular:9,rectifi:9,recurr:[32,44,45,71,72],recurrent_group:[10,44,46,47],recurrent_lay:10,recurrentgradientmachin:28,recurrentgroup:8,recurs:[17,26],reduc:11,ref:70,refactor:29,refer:[7,9,10,11,18,21,22,23,32,35],referenc:[9,21],reference_cblas_root:35,refine_unknown_arg:60,reflect:21,region:32,register_gpu_profil:52,register_lay:49,register_timer_info:52,registri:[24,59],regular:[7,65,68,72],rel:10,relat:[18,24,32],relationship:13,releas:[31,38,41,42,58,71],reliabl:18,relu:9,rememb:9,remot:[7,17,48,53,55,57],remoteparameterupdat:23,remov:[13,26,48],renam:26,reorgan:9,replac:[17,21],replicaset:24,repo:17,report:21,reportdataset:21,repositori:[9,41],repres:[9,13,21],represent:[9,22],request:[17,18,31,59,73],requir:[8,9,16,18,22,24,26,53,70],res5_3_branch2c_bn:66,res5_3_branch2c_conv:66,res:71,research:[13,65],reserv:26,reserveoutput:49,reset:[9,18],reshap:30,reshape_s:9,residu:66,resnet_101:66,resnet_152:66,resnet_50:66,resolv:[17,48,59],respons:[9,29,59],rest:[9,24,25],restart:[18,22,59],restartpolici:[59,60],restrict:32,resu:30,result:[3,6,8,9,15,21,52,68,73],result_fil:8,retriev:32,return_seq:10,reuqest:31,reus:30,reveal:16,revers:[9,10,46,47],review:[13,48,59,72],reviews_electronics_5:59,rewrit:[17,73],rgb:9,rgen:72,rho:11,right:[9,17,24],rkt:24,rmsprop:68,rnn:[9,10,32,46,47,54,72],rnn_bias_attr:47,rnn_layer_attr:47,rnn_out:47,rnn_state:44,rnn_state_:44,rnn_step:9,rnn_use_batch:[54,55],rnnlm:13,robot:65,role:[13,16,21,22,71,72],roman:72,root:[11,12,36,53,59,60,64],root_dir:53,rot:9,routledg:72,row:[8,9,13],row_id:9,rpc:21,rpcserver:21,rpi:42,rpi_arm_neon:42,rpi_toolchain:42,rstrip:60,rtype:13,rule:8,run:[16,17,18,24,32,33,36,48,52,53,59,60,61,62,70],runinitfunct:[52,60],running_on_cloud:24,runtim:[3,33],safe:24,sai:9,same:[3,8,9,10,15,16,21,22,32,44,68],samping_id:9,sampl:[3,8,13,68,70,72,73],sample_id:8,sample_num:8,santiago:72,satifi:8,satisfi:17,save:[3,9,13,15,18,20,21,22,24,59,70,71,72,73],save_dir:[34,55,57,59,60,65,68,70,71,72,73],save_only_on:[54,55],saving_period:[54,55,60],saving_period_by_batch:[54,55,57],saw:3,scalar:9,scale:6,scalingproject:9,scan:21,scatter:9,schedul:[21,24],scheduler_factor:7,scheme:8,schmidhub:72,schwenk:73,scienc:72,score:[8,9,70],script:[13,50],seaplane_s_000978:65,search:[9,18,32,47,73],seat:73,second:[9,13,16,26,30,32,68],sed:72,see:[9,10,16,18,33],seed:[52,55],seem:17,segment:8,sel_fc:9,select:9,selectiv:9,selector:59,self:49,selfnorm:9,semant:[13,16,31,71,72],semat:16,sen_len:71,send:[18,22],sent:[16,22,59],sentanc:33,sentenc:[3,9,13,44,47,71],sentence_last_state1:44,sentence_last_state2:44,sentiment:[3,71,72],sentiment_data:72,sentiment_net:72,sentimental_provid:3,sentimental_train:3,separ:[8,22,70],seq:[9,13,44,70],seq_pool:[9,43],seq_text_print:8,seq_to_seq_data:[64,73],seq_typ:13,seqlastin:44,seqtext_evalu:8,seqtoseq:[9,33,64,73],seqtoseq_net:[9,64,73],sequel:3,sequenc:[3,6,8,9,10,12,13,33,39,44,46,68,70,72,73],sequence_conv_pool:68,sequence_group:9,sequence_layer_group:44,sequence_nest_group:9,sequence_nest_layer_group:44,sequencegen:44,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9,39],sequenti:[9,71],seri:[10,44,72],serial:[15,21,29],server:[16,17,23,53,55,58,60],serverless:18,set:[3,7,8,9,10,13,15,16,18,24,32,33,34,44,52,53,59,64,65,66,68,71,72,73],set_active_typ:49,set_default_parameter_nam:7,set_drop_r:49,set_input:9,set_siz:49,set_typ:49,settotalbyteslimit:33,setup:49,sever:[8,9,29],sgd:[11,15,16,18,24,29,34,39,53,54,72],shall:17,shape:[9,13,15,39],shard:[18,19,20,21,22],share:[9,17,28,29,71],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[27,28,32],ship:65,shold:72,shorten:9,should:[7,8,9,13,15,16,22,24,29,30,46],should_be_fals:16,should_be_tru:16,should_shuffl:[3,44,71],show:[8,11,13,18,26,71,72,73],show_check_sparse_distribution_log:[54,55],show_layer_stat:[54,55],show_parameter_stats_period:[54,55,57,59,71,72,73],shown:[9,16],shuf:[33,70],shuffl:[13,33],side:[9,15,29],sigint:53,sigmoid:9,sigmoidactiv:[10,44],sign:25,similar:[9,30],similarli:[9,13],simpl:[6,8,9,10,13,15,32,60],simple_attent:47,simple_gru:[47,68],simple_lstm:[9,68],simple_rnn:[9,47],simpler:29,simpli:[9,16,22],simplifi:16,sinc:[9,18,21,23,30],singl:[8,10,13,18,32],sinlg:15,site:17,size:[3,8,9,10,11,13,18,20,22,30,33,34,39,44,47,49,65,66,68,72,73],size_a:9,size_b:9,size_t:49,skip:[30,34,48,66],sleep:60,slide:[9,11,13,18],slope:9,slot:[70,71],small:13,small_messag:[54,55],small_vgg:65,smaller:[9,18],smart:32,smartli:9,smith:72,smooth:9,snap:59,snapshot:19,sock:24,sock_recv_buf_s:[54,55],sock_send_buf_s:[54,55],socket:60,softmax:[9,10,16,33,47,49,68],softmax_param:33,softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[33,44,68],solv:16,some:[7,9,13,15,16,17,21,22,24,32],some_c_api_funct:28,some_inst:28,some_python_class:27,somecppclass:27,somedata:15,somegotyp:27,someth:9,sometim:[11,30],somewhat:22,somewher:32,soon:18,sort:[9,13,60,72],sourc:[9,13,17,26,28,30,73],source_dict_dim:47,source_language_word:47,space:8,space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[7,9,11,13,33,49,53,55,57,60],sparse_binary_vector:[3,13,33,39],sparse_binary_vector_sequ:13,sparse_float_vector:[3,39],sparse_non_value_slot:13,sparse_upd:[7,33],sparse_value_slot:13,sparse_vector:[13,33],sparse_vector_sequ:13,sparseparam:49,sparseprefetchrowcpumatrix:49,spatial:9,spec:[59,60],special:[9,22],specif:[17,26,32],specifi:[8,9,13,16,21,22,24,26,32,38],speech:9,speed:10,sphinx:[27,36,50],split:[3,9,44,53,70,71],split_count:60,squar:[9,11,12],squarerootnpool:9,squash:48,srand:55,src:[17,60,73],src_backward:47,src_dict:33,src_dict_path:33,src_embed:47,src_forward:47,src_root:5,src_word_id:47,srl:[13,71],ssd:9,ssh:[36,53],sshd:36,sstabl:16,stabl:[31,58],stacked_lstm_net:72,stacked_num:72,stackexchang:9,stage:[17,23,48],stake:73,stale:18,standalon:41,standard:7,stanford:[13,59],star:17,start:[9,15,17,18,21,22,24,29,33,48,55,59,60],start_paddl:60,start_pass:[54,55],start_pserv:[54,55],startpaddl:60,startup:[18,24],stat:[52,55,71,72,73],state:[9,10,18,32,46,59],state_act:[9,10,44],statfulset:60,staticinput:[9,46,47],statist:9,statset:52,statu:[24,48,52,59,60],status:59,std:[17,27,28,32,49,55],stderr:53,stdout:53,step:[9,10,12,18,22,29,44,46,47],stepnet:32,stepout:44,still:21,stochast:[11,18,21],stock:72,stop:9,storag:[25,58],store:[8,9,13,17,29,32],str:[15,24,57,60],strategi:[12,18,55,71],street:[9,71],strict:30,stride:9,stride_i:9,stride_x:9,string:[3,8,9,21,26,32,49,55],strip:[33,44,71],struct:[21,22,25,28],structur:[13,21],stuff:48,stun:3,style:9,sub:[8,9,13,16,29],sub_sequ:[3,9,39],subcommand:26,subgradi:11,subnet:16,subobjectpath:59,subseq:[43,46],subsequ:9,subsequenceinput:[9,44],succeed:[21,59],success:[22,59],successfulcr:59,sudo:[38,65],suffic:30,suffix:24,suggest:[9,17],sum:[9,11,19],sumpool:[9,33],support:[7,8,9,12,13,18,24,29,30,44],suppos:17,suppress:26,sure:[38,72],surpass:9,swagger:25,swap_channel:66,swig:[23,27,28],swig_paddl:[5,13],symbol:[9,28],symlink:48,sync:18,syncflag:49,synchron:[11,18,21],syntax:30,sys:66,sysroot:41,system:[17,18,22,25,33,72],t2b:64,tab:68,tabl:[8,9],tableproject:9,tag:[8,13,33,36],tagtyp:8,tainer_id:60,take:[3,8,9,10,16,17],talk:22,tanh:[9,10,47,49],tanhactiv:[10,44],tar:15,target:[9,13,15,17,73],target_dict_dim:47,target_dictionary_dim:9,target_language_embed:9,target_language_word:47,target_link_librari:17,targetinlink:[9,44],task:[8,9,71],task_queu:21,taskentri:21,taskqueu:21,tbd:[23,44],tconf:72,tcp:55,tear:52,technic:18,tee:[59,65,71,72,73],tell:[18,21,22],tellig:72,templat:[59,60],tempor:9,temporari:24,tensor:17,tensor_test:17,term:[9,10,18],termin:59,tesh:71,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,28,30,31,48,49,52,53,55,57,65,66,68,70,71,72,73],test_all_data_in_one_period:[59,65,70,71,72],test_compar:33,test_comparespars:33,test_comparetwonet:33,test_comparetwoopt:33,test_config_pars:33,test_data:[5,73],test_fcgrad:49,test_gpuprofil:52,test_layergrad:49,test_list:[3,33,34,65],test_networkcompar:33,test_part_000:72,test_pass:[54,55,57,73],test_period:[54,55,57],test_predict:33,test_pydataprovid:33,test_pydataprovider2:33,test_pydataproviderwrapp:33,test_ratio:70,test_recurrent_machine_gener:33,test_recurrentgradientmachin:[33,44],test_swig_api:33,test_train:33,test_traineronepass:33,test_wait:[54,55],testa:16,testb:16,testbilinearfwdbwd:52,testconfig:49,tester:[70,73],testfcgrad:49,testfclay:49,testlayergrad:49,testq:16,testresult:15,testutil:49,text1:26,text:[3,8,10,13,16,64,72,73],text_conv:68,text_conv_pool:70,text_fil:[13,72],tflop:52,tgz:13,than:[7,8,9,10,18,24,33],thei:[16,17,18,22,26,52],them:[8,10,16,17,18,24,30,32,52],themselv:17,therein:9,thi:[3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,29,30,52,72],thing:3,think:[16,17],third:[9,18],third_parti:[9,41,42],those:[17,18,71],thought:17,thread:52,thread_local_rand_use_global_se:[54,55],threadid:57,threadloc:52,three:[8,9,18,29,30,66],threshold:[7,8,18,21,55],through:[9,17,18,21,23],throughput:52,thu:9,tier:59,time:[9,10,12,13,16,17,18,21,30,44,52,55,59,60,72],timelin:9,timeout:[18,21],timer:52,timestamp:[9,19],timestep:[9,32],titl:[13,60,70],tls:25,tmp:3,to_no_sequ:[9,43],to_sequ:[9,43,44],to_your_paddle_clone_path:50,todo:[8,9,10,13,18,21],toend:9,togeth:[9,10,13,15],token:[8,9,16,47,72],too:13,tool:[41,42,50,60],toolchain:[41,42],top:[8,66],top_k:8,topolog:[13,16,18,29],topolopi:15,toronto:[13,65],total:[15,18,30,52,59,73],total_pass:30,touch:72,tourist:73,track:[18,21,48],tractabl:9,tradit:9,trail:13,train100:13,train10:13,train:[2,3,7,8,9,11,13,20,21,22,29,33,34,38,39,47,53,55,57,59,60,61,62,64,65,66,68,70,71,72,73],train_arg:60,train_args_dict:60,train_args_list:60,train_conf:[64,73],train_config_dir:60,train_data:73,train_i:39,train_list:[3,33,34,65,66],train_part_000:72,train_read:39,train_x:39,trainabl:9,trainer:[3,5,16,19,20,21,23,29,34,39,49,55,57,60,71,72,73],trainer_config:[2,3,5,34,53,59,60,68,70,72],trainer_config_help:[3,33,34,49,65],trainer_count:[33,54,55,57,59,60,70,71,72,73],trainer_cpu:24,trainer_cr:24,trainer_gpu:24,trainer_id:[55,60],trainer_mem:24,trainer_packag:24,trainerconfighelp:33,trainerid:60,trainerintern:[68,70,73],tran:49,transact:[18,21,72],transform:9,transform_param_attr:10,translat:[9,10,64,73],transpos:9,transposedfullmatrixproject:9,travel:3,travi:48,treat:[9,22],treatment:22,tree:[9,60],trg:73,trg_embed:47,tricki:27,trigger:29,truck:65,true_imag:30,true_label:30,true_read:30,truth:[8,9,73],tune:[7,54],tupl:[9,13,15,30],ture:9,turn:[9,30,46],tutori:[59,60,61,62,64,73],tweet:72,twitter:72,two:[8,9,10,16,22,23,24,26,30,32,52],txt:[3,17,24,26,49,53,58,68,70,72],type:[3,8,9,10,12,13,16,18,21,24,25,26,27,28,30,34,39,44,47,49,57,59,66,68,70,71],typedef:[22,27,28],typic:8,ubuntu:31,ubyt:30,uci:13,ufldl:9,uid:59,uint32:25,uint64:27,uint64_t:27,unawar:22,unconstrain:72,under:[17,21],understand_senti:47,undeterminist:52,unidirect:9,uniform:[7,9,13,20,30],uninstal:33,uniqu:[16,18,24,32],unique_ptr:[32,49],unit:[9,10,17],unittest:[28,33],univ:73,unix:53,unk:[64,73],unk_idx:71,unknown:9,unlik:9,unordered_map:32,unseg:9,unsign:22,unsup:72,unsupbow:72,until:[18,22,32,60],untrack:48,unzip:41,updat:[7,9,18,21,22,25,29,32,48,53,57],update_equ:[15,39],update_hook:7,updatecallback:49,upgrad:33,upload:[18,24,25],upstream:[33,48],url:[13,72],urls_neg:72,urls_po:72,urls_unsup:72,usag:[8,9,10,13,15,29,60],use:[7,8,9,10,12,13,15,16,17,18,23,29,32,48,52,60,66,71,72,73],use_global_stat:9,use_gpu:[5,9,33,39,54,55,57,59,60,65,66,68,70,71,72,73],use_jpeg:65,use_old_updat:[54,55],use_seq:[34,70],used:[3,8,9,10,11,12,13,15,16,17,18,23,29,30,32,52,72],useful:[9,10,32],usegpu:49,user:[7,9,10,13,15,16,17,20,21,24,26,30,32,58,70],user_id:[60,70],user_info:13,user_nam:20,usercert:20,userinfo:13,userkei:20,usernam:[20,48],uses:[18,29],using:[7,9,10,13,16,17,18,21,22,24,26,30,32,38,71],usr:[33,35,36,38,53,55,60],usrdict:64,usrmodel:64,usual:[9,13,15,24,52],utc:69,util:[52,60,65,70],uuid:19,v28:9,v7a:41,valid:[30,32],valu:[3,5,7,8,9,11,12,13,15,18,29,32,49,57,60,66,68,71],value1:55,value2:55,value_evalu:8,value_rang:13,vanilla:47,variabl:[9,13,16,59],varianc:9,vars_:32,vector:[9,10,13,16,22,68,70],vendor:17,verb:13,verbos:26,veri:[9,12,17,21,29,32,65],version:[9,10,17,24,26,31,36,38,52,54,55],versu:16,vertic:9,vgg:[10,65],vgg_16_cifar:65,via:[18,30,38,48],view:9,visibl:32,vision:65,visipedia:65,visual:9,vocab:72,volum:[36,58,59,60],volumemount:[59,60],vutbr:13,wai:[8,9,10,16,22,73],wait:[11,18,22,60],wall:71,wangkuiyi:17,want:[3,9,10,16,24,30,32],warn:[26,33,60],warp:9,warpctc:9,warpctc_dir:9,watch:18,wbia:66,wei:[71,72],weight:[8,9,10,11,49,66],weight_act:10,weightlist:49,weights_:49,weights_t:49,welcom:17,well:24,were:[8,17],wether:9,wget:41,what:[7,9,10,11,17,48],when:[3,7,8,9,13,15,17,18,21,22,24,26,29,52],where:[9,10,11,16,18],wherea:21,whether:[8,9,10,30,72],which:[7,8,9,10,11,13,16,17,18,20,21,22,24,29,30,32,70],whoever:22,whole:[3,8,13,27,28],whose:[9,13,18],why:[10,28,52],wide:17,width:[8,9,13,27,30,49,73],wiki:[9,17],wikipedia:[9,13],wilder:3,window:[9,12,13,58],wise:9,with_avx:[35,36,38,41,48],with_c_api:[41,42],with_doc:35,with_dock:50,with_doubl:[35,38,49],with_dso:35,with_gpu:[35,36,38,41,48],with_predict_sdk:38,with_profil:52,with_python:[35,38,41],with_rdma:[35,38,41],with_style_check:[35,48],with_swig_pi:[35,41],with_test:[35,36,48],with_tim:[35,38,52],within:[9,21],without:[8,9,18,22,30],wmt14:[47,73],wmt14_data:73,wmt14_model:73,wmt_shrinked_data:13,woboq:36,won:44,wonder:3,word2vec:[24,33],word:[3,8,9,13,33,44,46,68,71],word_dict:[44,68,71],word_dim:[44,68],word_id:[3,33],word_idx:13,word_slot:71,word_vector_dim:[9,47,64],words_freq_sort:13,work:[13,16,17,18,30,36,44,48,59,60],workspac:53,would:[15,17,18,29,30,71],wrapper:[10,17,52],write:[13,16,18,30,71],write_lock:19,writelin:34,writer:16,wrong:30,wsj:71,wuyi:58,www:[9,13,65,73],x64:42,x86:[41,42],x86_64:41,x_1:9,x_n:9,xarg:[8,33,36,49],xgbe0:55,xgbe1:55,xiaojun:72,xmap_read:13,xrang:[30,34,39,49],xxbow:72,xxx:[16,66,73],xxxx:19,y_predict:39,yaml:[17,59,60],yancey1989:24,yann:13,yapf:48,yeild:15,yield:[3,13,16,20,30,33,34,39,44,71],you:[3,7,9,10,24,32,38,66,72],your:[9,16,17,24,26,33,41,42],your_paddle_source_dir:9,your_param_nam:33,your_repo:60,your_source_root:28,yourself:9,yuyang18:[9,10,13],zachari:72,zeng:72,zero:[7,9,11,13,18,29,55],zhou:[71,72],zip:[13,41,60,69],zoo:64},titles:["\u5173\u4e8ePaddlePaddle","API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","Ubuntu\u90e8\u7f72PaddlePaddle","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u6784\u5efaAndroid\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u6784\u5efaRaspberry Pi\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":60,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":73,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":64,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":70,"\u4e0b\u8f7d\u6570\u636e":59,"\u4e0d\u4f7f\u7528":27,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":27,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":27,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":27,"\u4e2d\u6587\u5b57\u5178":64,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":64,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":64,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":64,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":52,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":52,"\u4ec5\u4ec5\u4f7f\u7528void":27,"\u4ecb\u7ecd":[64,66],"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4ee3\u7801\u8981\u6c42":48,"\u4efb\u52a1\u7b80\u4ecb":34,"\u4f18\u5316\u7b97\u6cd5":68,"\u4f7f\u7528":[48,59],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":27,"\u4f7f\u7528\u6848\u4f8b":57,"\u4f7f\u7528\u6982\u8ff0":68,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":57,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":60,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":64,"\u4f7f\u7528\u8bf4\u660e":51,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":50,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":73,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":73,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":48,"\u4fee\u6539\u542f\u52a8\u811a\u672c":59,"\u4fee\u6539\u6587\u6863":50,"\u514b\u9686":48,"\u5173\u4e8epaddlepaddl":0,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":28,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":28,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":52,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":49,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[41,42],"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":53,"\u51c6\u5907\u6570\u636e":[34,70],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":60,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":53,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":33,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":33,"\u5206\u5272\u8bad\u7ec3":70,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":25,"\u5206\u652f\u89c4\u8303":31,"\u521b\u5efa\u672c\u5730\u5206\u652f":48,"\u521b\u5efajob":60,"\u521b\u5efapaddl":59,"\u5220\u9664\u672c\u5730\u5206\u652f":48,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":48,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":33,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":48,"\u5236\u4f5c\u955c\u50cf":60,"\u5236\u4f5cdocker\u955c\u50cf":59,"\u524d\u63d0\u6761\u4ef6":53,"\u52a0\u8f7dpaddlepaddl":39,"\u52a0\u901f\u6267\u884c":19,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":33,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":27,"\u52a8\u6001\u6269\u5bb9":19,"\u5355\u5143\u6d4b\u8bd5":55,"\u5355\u53cc\u5c42rnn":44,"\u5377\u79ef\u6a21\u578b":68,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":65,"\u539f\u56e0":27,"\u539f\u56e0\u5217\u8868":27,"\u53c2\u6570\u4fe1\u606f":66,"\u53c2\u6570\u5185\u5b58":33,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":55,"\u53c2\u6570\u6982\u8ff0":54,"\u53c2\u6570\u8bfb\u53d6":66,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":[25,72],"\u53c2\u8003\u8d44\u6599":52,"\u53cc\u5411lstm":72,"\u53cc\u5c42rnn":44,"\u53cc\u5c42rnn\u4ecb\u7ecd":46,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":46,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":38,"\u53ef\u9009\u529f\u80fd":64,"\u540d\u8bcd\u89e3\u91ca":25,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":68,"\u5411\u91cf":55,"\u542f\u52a8\u4efb\u52a1":60,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":53,"\u547d\u4ee4\u884c\u53c2\u6570":68,"\u548c":43,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":65,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":57,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":64,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":39,"\u57fa\u672c\u539f\u7406":46,"\u57fa\u672c\u8981\u6c42":27,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":50,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":33,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":33,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":33,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":33,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":33,"\u5982\u4f55\u66f4\u65b0www":50,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":50,"\u5982\u4f55\u8d21\u732e":50,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":48,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":52,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":33,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":44,"\u5b50\u5e8f\u5217\u95f4\u6709memori":44,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":70,"\u5b89\u88c5":[38,68],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":37,"\u5b89\u88c5\u6d41\u7a0b":37,"\u5b89\u88c5kubectl":58,"\u5b8c\u6574\u6559\u7a0b":67,"\u5b9e\u73b0":27,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":49,"\u5b9e\u73b0\u65b9\u5f0f":28,"\u5b9e\u73b0c":49,"\u5b9e\u73b0python\u5c01\u88c5":49,"\u5bfc\u51fac":27,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":57,"\u5c0f\u7ed3":3,"\u5de5\u5177":52,"\u5e38\u7528\u6a21\u578b":67,"\u5e76\u5b8c\u6210":48,"\u5efa\u7acb":48,"\u5f00\u53d1\u6807\u51c6":51,"\u5f00\u59cb\u5f00\u53d1":48,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":55,"\u5f15\u7528":71,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":68,"\u6027\u80fd\u4f18\u5316":51,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":52,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":52,"\u6027\u80fd\u8c03\u4f18":55,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":68,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":72,"\u6216\u8005\u662f":33,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":33,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":27,"\u63a5\u53e3":66,"\u63a8\u5bfc\u65b9\u7a0b":49,"\u63a8\u6d4b\u6267\u884c":19,"\u63d0\u4ea4":48,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":48,"\u63d0\u4ea4\u955c\u50cf":59,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":70,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":39,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":43,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6570\u636e\u51c6\u5907":[65,70,73],"\u6570\u636e\u63cf\u8ff0":71,"\u6570\u636e\u63d0\u4f9b":71,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":70,"\u6570\u636e\u652f\u6301":55,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":68,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":64,"\u6570\u636e\u96c6\u7279\u5f81":69,"\u6570\u636e\u9884\u5904\u7406":73,"\u6570\u6910\u4ecb\u7ecd":72,"\u6570\u6910\u51c6\u5907":72,"\u6574\u4f53\u65b9\u6848":60,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":25,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u6587\u672c\u751f\u6210":73,"\u6587\u672c\u751f\u6210\u6559\u7a0b":73,"\u6587\u6863":[36,63],"\u65b0\u624b\u5165\u95e8":40,"\u65f6\u5e8f\u6a21\u578b":68,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":44,"\u65f6\u95f4\u6b65":44,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":28,"\u672c\u5730\u6d4b\u8bd5":57,"\u672c\u5730\u8bad\u7ec3":57,"\u672f\u8bed":19,"\u6784\u5efa\u548c\u6d4b\u8bd5":48,"\u6784\u5efaandroid\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":41,"\u6784\u5efaraspberri":42,"\u67b6\u6784\u56fe":25,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":59,"\u67e5\u770b\u8f93\u51fa":60,"\u6837\u4f8b\u6570\u636e":3,"\u6846\u67b6\u751f\u6210":25,"\u6848\u4f8b\u4e00":57,"\u6848\u4f8b\u4e8c":57,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":53,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":53,"\u6982\u5ff5\u89e3\u91ca":20,"\u6982\u8ff0":[43,46],"\u6a21\u5757":25,"\u6a21\u578b":66,"\u6a21\u578b\u4e0b\u8f7d":66,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":28,"\u6a21\u578b\u68c0\u9a8c":34,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":68,"\u6a21\u578b\u8bad\u7ec3":[65,73],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":70,"\u6a21\u578b\u914d\u7f6e":[44,51],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":44,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u6d4b\u8bd5":[55,71],"\u6d4b\u8bd5\u6587\u4ef6":70,"\u6d4b\u8bd5\u6a21\u578b":72,"\u7279\u5f81":71,"\u7279\u5f81\u63d0\u53d6":66,"\u751f\u6210\u5e8f\u5217":47,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":73,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":46,"\u751f\u6210sparse\u6587\u4ef6":25,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":25,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":69,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":73,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":72,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":69,"\u76ee\u5f55\u7ed3\u6784":28,"\u76ee\u6807":25,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":50,"\u76f8\u5173\u6982\u5ff5":46,"\u77e9\u9635":55,"\u793a\u4f8b1":44,"\u793a\u4f8b2":44,"\u793a\u4f8b3":44,"\u793a\u4f8b4":44,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":33,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":70,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":71,"\u7a00\u758f\u8bad\u7ec3":57,"\u7b26\u53f7":27,"\u7b80\u4ecb":[58,73],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":47,"\u7c7b":[27,49],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":39,"\u7ec3\u4e60":65,"\u7ec6\u8282\u63a2\u7a76":65,"\u7ec6\u8282\u63cf\u8ff0":55,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":53,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":34,"\u7f16\u5199yaml\u6587\u4ef6":59,"\u7f16\u8bd1\u548c\u5b89\u88c5":[41,42],"\u7f16\u8bd1\u6d41\u7a0b":37,"\u7f16\u8bd1\u9009\u9879":28,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":35,"\u7f29\u5bb9":19,"\u7f51\u7edc\u53ef\u89c6\u5316":66,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":27,"\u80cc\u666f":27,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":55,"\u81f4\u8c22":0,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":25,"\u89c2\u6d4b\u8bcd\u5411\u91cf":64,"\u8bad\u7ec3":[55,70,71],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":70,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":33,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8bad\u7ec3\u6a21\u578b":[34,39,68,72],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":73,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":46,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":33,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":56,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":69,"\u8bcd\u5411\u91cf\u6a21\u578b":68,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":64,"\u8bcd\u6c47\u8868":44,"\u8be6\u7ec6\u6559\u7a0b":52,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":71,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":44,"\u8f6c\u6362\u5e93":20,"\u8f93\u5165":46,"\u8f93\u5165\u4e0d\u7b49\u957f":44,"\u8f93\u5165\u793a\u4f8b":46,"\u8f93\u51fa":46,"\u8f93\u51fa\u65e5\u5fd7":68,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":53,"\u8fd0\u884c\u5bb9\u5668":59,"\u8fd0\u884cdocker":33,"\u8fd0\u884cpaddlepaddl":36,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":27,"\u8fdb\u884c\u8bad\u7ec3":[20,59],"\u8fdb\u9636\u6307\u5357":51,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":58,"\u901a\u7528":55,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":36,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":68,"\u9047\u5230":33,"\u90e8\u7f72kubernetes\u96c6\u7fa4":58,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":68,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[41,42],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":47,"\u914d\u7f6e\u7f51\u7edc":39,"\u914d\u7f6ekubectl":58,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":58,"\u94a9\u5b50":48,"\u9644\u5f55":68,"\u968f\u673a\u6570":55,"\u96c6\u7fa4\u8bad\u7ec3":57,"\u975e\u6cd5\u6307\u4ee4":33,"\u9884\u5904\u7406":65,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":73,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":73,"\u9884\u6d4b":[65,66,68,71,72],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":73,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":44,"beam_search\u7684\u751f\u6210":44,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":35,"bleu\u8bc4\u4f30":73,"book\u4e2d\u6240\u6709\u7ae0\u8282":31,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":35,"class":29,"cmake\u6e90\u7801\u7f16\u8bd1":33,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":35,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"filemanager\u8bbe\u8ba1\u6587\u6863":25,"float":33,"function":17,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":57,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":52,"gpu\u955c\u50cf\u51fa\u73b0":33,"group\u6559\u7a0b":46,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":60,"kubernetes\u5355\u673a\u8bad\u7ec3":59,"meta\u6587\u4ef6":70,"meta\u914d\u7f6e\u6587\u4ef6":70,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":69,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":70,"org\u6587\u6863":50,"paddle\u52a8\u6001\u5e93\u4e2d":27,"paddle\u53d1\u884c\u89c4\u8303":31,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":31,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":27,"paddle\u7248\u672c\u53f7\u4e3a0":33,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":36,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":35,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":36,"pi\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":42,"pod\u95f4\u901a\u4fe1":60,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":66,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":33,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":68,"return":30,"rnn\u76f8\u5173\u6a21\u578b":45,"rnn\u914d\u7f6e":47,"so\u627e\u4e0d\u5230":38,"ubuntu\u90e8\u7f72paddlepaddl":38,Abs:6,For:17,The:[22,29],Using:[17,22],With:24,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,addto:9,aggreg:9,aggregatelevel:9,algorithm:18,all:32,api:[1,4,28],applic:4,argument:[26,30],associ:32,async:55,attent:47,attribut:7,auc:8,avg:12,base:24,basepool:12,batch:30,batch_norm:9,batch_siz:30,beam_search:9,becaus:33,between:16,bidirectional_gru:10,bidirectional_lstm:10,big:33,bilinear_interp:9,bla:35,block_expand:9,book:36,brelu:6,cach:3,can:32,capi:28,capi_priv:28,check:9,checkpoint:[18,19],choos:17,chunk:8,cifar:13,classif:8,classification_error:8,classification_error_print:8,client:22,clone:48,cluster:23,cmake:17,code:24,column_sum:8,commit:48,compos:30,concat:9,config:4,configur:14,conll05:13,connect:9,content:[3,28,33,43,52],context_project:9,conv:9,conv_oper:9,conv_project:9,conv_shift:9,cos_sim:9,cost:9,cp27mu:33,creat:[30,32],creation:21,creator:30,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cuda:[33,35],cudnn:35,cudnnavg:12,cudnnmax:12,custom:30,dat:69,data:[9,13,18,30],datafeed:13,dataprovid:[4,55],dataset:[13,18,21],datatyp:13,decayedadagrad:11,decor:30,deploi:24,descript:26,design:[16,18,21,22,23,29,30,32],destroi:32,detect:8,detection_map:8,dictionari:30,dispatch:[18,21],distribut:[16,18,24],doc:[16,18,21,22,23,29,30],docker:24,dotmul_oper:9,dotmul_project:9,driver:33,dropout:9,dylib:28,dynam:18,embed:9,entri:30,environ:24,eos:9,evalu:8,event:[15,16],exampl:[16,17,28],except:33,exp:6,expand:[9,43],expandlevel:9,faq:33,fault:18,first_seq:[9,43],fork:48,format:18,from:16,full_matrix_project:9,fulli:9,gate:47,get_output:9,gpu:55,gradient:22,gradient_print:8,group:9,gru:[10,55],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,handler:[16,27],how:30,hsigmoid:9,huber_cost:9,ident:6,identity_project:9,illeg:33,imag:[9,10,24],imagenet:66,imdb:[13,72],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,30],infer:15,ingredi:16,ingress:25,init_hook:3,initi:22,input_typ:3,insid:32,instruct:33,insuffici:33,interfac:[13,18,22,23,30,32],interpol:9,isn:30,issu:48,job:[18,24,59],join:9,kubernet:[24,58,59],lambda_cost:9,last_seq:[9,43],layer:[9,16],learnabl:9,libcudart:38,libcudnn:38,libpaddle_capi_shar:28,libpaddle_capi_whol:28,librari:22,linear:6,linear_comb:9,linux_x86_64:33,list:[19,30],local:32,log:6,logic:21,lstm:[10,55,71,72],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,manag:17,map:30,master:[18,21,24],math:9,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:[9,44,46],messag:33,mini:30,minibatch:13,misc:9,mix:9,mnist:13,model:[4,14,16,22,47,66],momentum:11,movi:69,movielen:13,mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:30,multiplex:9,name:32,nce:9,need:30,network:[10,47],neural:47,nlp:[10,55],norm:9,nvprof:52,nvvp:52,object:18,onli:[30,32],optim:[11,18,22],option:26,order:26,orthogon:32,overview:32,packag:17,pad:9,paddl:[30,31,32],paddlejob:24,paddlepaddl:[16,50,63],parallel_nn:57,paramet:[7,9,15,16,18,22,23,24,29],parent:32,partit:22,path:26,perform:55,persist:21,pfsclient:[25,26],pfsserver:25,platform:33,pnpair:8,point:33,pool:[9,12,43],power:9,pre:48,precision_recal:8,prefetch:30,prelu:9,print:8,process:[18,22,24],project:17,protocol:33,provid:[3,30],pull:48,push:48,python:[24,30],queue:[18,21],rank:8,rank_cost:9,rate:69,reader:[13,16,30],recoveri:18,recurr:[9,10,46,47],recurrent_group:9,refer:3,regular:22,reject:33,relu:6,remot:23,repeat:9,request:48,requir:17,reshap:9,resnet:66,retri:21,rmsprop:11,rnn:[44,55],rotat:9,row_conv:9,runtim:24,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,scope:32,select:22,selective_fc:9,sentiment:13,seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:47,sequence_conv_pool:10,sequencesoftmax:6,server:[18,21,22,24],sgd:55,share:[16,32],should:32,shuffl:30,sigmoid:6,simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:30,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,spars:[22,23],spp:9,squar:6,squarerootn:12,stack:72,stanh:6,start:16,store:18,subcommond:26,submit:24,suffici:30,suitabl:17,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,support:33,synopsi:26,tabl:28,table_project:9,take:30,tanh:6,task:[18,21],tensor:9,text_conv_pool:10,thi:[32,33],todo:[19,20],togeth:32,toler:18,too:33,tool:17,train:[15,16,18,23,24,30],trainer:[15,18,22,24],tran:9,trans_full_matrix_project:9,tune:55,uci_h:13,updat:[16,23],usag:30,use:30,user:[18,69],util:8,value_print:8,variabl:32,version:33,vgg_16_network:10,warp_ctc:9,wheel:33,when:32,whl:33,why:30,wmt14:13,zoo:66}}) \ No newline at end of file +Search.setIndex({docnames:["about/index_cn","api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/parameters_in_cpp","design/reader/README","design/releasing_process","design/scope","design/simple_op_design","faq/index_cn","getstarted/basic_usage/index_cn","getstarted/build_and_install/cmake/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/ubuntu_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/cross_compiling/cross_compiling_for_android_cn","howto/cross_compiling/cross_compiling_for_raspberry_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/gpu_profiling_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","tutorials/embedding_model/index_cn","tutorials/image_classification/index_cn","tutorials/imagenet_model/resnet_model_cn","tutorials/index_cn","tutorials/quick_start/index_cn","tutorials/rec/ml_dataset_cn","tutorials/rec/ml_regression_cn","tutorials/semantic_role_labeling/index_cn","tutorials/sentiment_analysis/index_cn","tutorials/text_generation/index_cn"],envversion:50,filenames:["about/index_cn.md","api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","design/scope.md","design/simple_op_design.md","faq/index_cn.rst","getstarted/basic_usage/index_cn.rst","getstarted/build_and_install/cmake/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/ubuntu_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/cross_compiling/cross_compiling_for_android_cn.md","howto/cross_compiling/cross_compiling_for_raspberry_cn.md","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/gpu_profiling_cn.rst","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","tutorials/embedding_model/index_cn.md","tutorials/image_classification/index_cn.md","tutorials/imagenet_model/resnet_model_cn.md","tutorials/index_cn.md","tutorials/quick_start/index_cn.rst","tutorials/rec/ml_dataset_cn.md","tutorials/rec/ml_regression_cn.rst","tutorials/semantic_role_labeling/index_cn.md","tutorials/sentiment_analysis/index_cn.md","tutorials/text_generation/index_cn.md"],objects:{},objnames:{},objtypes:{},terms:{"00012\u7684\u6a21\u578b\u6709\u7740\u6700\u9ad8\u7684bleu\u503c27":75,"0005\u4e58\u4ee5batch":67,"000\u4e2a\u5df2\u6807\u6ce8\u8fc7\u7684\u9ad8\u6781\u6027\u7535\u5f71\u8bc4\u8bba\u7528\u4e8e\u8bad\u7ec3":74,"000\u4e2a\u7528\u4e8e\u6d4b\u8bd5":74,"000\u4e2atxt\u6587\u4ef6":74,"000\u4f4d\u7528\u6237\u5bf94":71,"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":68,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":3,"000\u6761\u8bc4\u4ef7":71,"000\u90e8\u7535\u5f71\u76841":71,"00186201e":5,"00m":54,"01852v1":9,"03m":54,"0424m":54,"0473v3":10,"05d":67,"0630u":54,"06u":54,"0810u":54,"08823112e":5,"0957m":54,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":57,"0\u5c42\u5e8f\u5217":45,"0\u8868\u793a\u7b2c\u4e00\u6b21\u7ecf\u8fc7\u8bad\u7ec3\u96c6":74,"0ab":9,"0b1":40,"0rc1":32,"0rc2":32,"10000\u5f20\u4f5c\u4e3a\u6d4b\u8bd5\u96c6":67,"10007_10":74,"10014_7":74,"100m":35,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":68,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":68,"101\u5c42\u7f51\u7edc\u6a21\u578b":68,"10\u4e2d\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":67,"10\u6570\u636e\u96c6":67,"10\u6570\u636e\u96c6\u5305\u542b60000\u5f2032x32\u7684\u5f69\u8272\u56fe\u7247":67,"10\u6570\u636e\u96c6\u7684\u5b98\u65b9\u7f51\u5740":67,"10\u6570\u636e\u96c6\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":67,"10g":25,"1150u":54,"11\u5b9e\u73b0\u4e86c":29,"11e6":61,"12194102e":5,"124n":54,"128\u7ef4\u548c256\u7ef4":66,"13m":61,"1490u":54,"14\u4ee5\u4e0a":44,"14\u6570\u636e\u96c6":75,"14\u6570\u636e\u96c6\u4e0a\u5f97\u5230\u826f\u597d\u8868\u73b0\u7684\u8bad\u7ec3\u8fc7\u7a0b":75,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":59,"152\u5c42\u7f51\u7edc\u6a21\u578b":68,"15501715e":5,"1550u":54,"15\u884c":46,"1636k":75,"16u":54,"173m":68,"173n":54,"1770u":54,"18\u5c81\u4ee5\u4e0b":71,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":61,"197u":54,"1\u7684\u5c42\u4e4b\u5916":59,"1\u7a00\u758f\u6570\u636e":51,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":59,"1\u9664\u4ee5batch":67,"1m\u6570\u636e\u96c6\u4e2d":72,"1m\u7684\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u5728\u76ee\u5f55":72,"200\u6570\u636e\u96c6\u4e0a\u4f7f\u7528vgg\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u9e1f\u7c7b\u56fe\u7247\u5206\u7c7b\u6a21\u578b":67,"210u":54,"211839e770f7b538e2d8":10,"215n":54,"228u":54,"234m":68,"24\u5c81":71,"2520u":54,"25639710e":5,"25k":70,"2680u":54,"26\u884c":46,"27787406e":5,"279n":54,"27m":54,"285m":54,"2863m":54,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":3,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":3,"28m":54,"2977m":54,"29997\u4e2a\u6700\u9ad8\u9891\u5355\u8bcd\u548c3\u4e2a\u7279\u6b8a\u7b26\u53f7":75,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":35,"2\u4e2a\u6d6e\u70b9\u6570":36,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":62,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":59,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":62,"2nd":9,"302n":54,"30u":54,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":66,"32777140e":5,"328n":54,"32\u7ef4":66,"32u":54,"32x32":13,"331n":54,"3320u":54,"34\u5c81":71,"35\u65f6":75,"36540484e":5,"36u":54,"3710m":54,"3768m":54,"387u":54,"38u":54,"3920u":54,"39u":54,"3\u4e2a\u7279\u6b8a\u7b26\u53f7":75,"3\u53f7gpu":35,"4035m":54,"4090u":54,"4096mb":57,"4279m":54,"43630644e":5,"43u":54,"448a5b355b84":61,"44\u5c81":71,"4560u":54,"4563m":54,"45u":54,"4650u":54,"4726m":54,"473m":61,"48565123e":5,"48684503e":5,"49316648e":5,"49\u5c81":71,"4gb":57,"500\u4e2atxt\u6587\u4ef6":74,"500m":35,"50\u5c42":68,"50\u5c42\u7f51\u7edc\u6a21\u578b":68,"51111044e":5,"514u":54,"525n":54,"526u":54,"53018653e":5,"536u":54,"5460u":54,"5470u":54,"54u":54,"55\u5c81":71,"55g":75,"5690m":54,"573u":54,"578n":54,"5798m":54,"586u":54,"58s":61,"5969m":54,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":66,"5\u5230\u672c\u5730\u73af\u5883\u4e2d":40,"6080u":54,"6082v4":9,"6140u":54,"6305m":54,"639u":54,"64\u5e73\u53f0\u4e3a\u4f8b":[43,44],"64\u73af\u5883":44,"64\u7ef4":66,"655u":54,"6780u":54,"6810u":54,"682u":54,"6970u":54,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":54,"6\u4e2a\u8282\u70b9":55,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":66,"704u":54,"70634608e":5,"7090u":54,"72296313e":5,"72u":54,"73u":54,"75u":54,"760u":54,"767u":54,"783n":54,"784u":54,"78m":54,"7\u7248\u672c\u5f00\u59cb":43,"7eamaa":13,"7kb":61,"8250u":54,"8300u":54,"830n":54,"849m":54,"85625684e":5,"861u":54,"864k":75,"8661m":54,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":66,"877\u884c":66,"892m":54,"901n":54,"90u":54,"918u":54,"9247m":54,"924n":54,"9261m":54,"93137714e":5,"9330m":54,"94u":54,"9530m":54,"96644767e":5,"983m":54,"988u":54,"997u":54,"99982715e":5,"99m":68,"99u":54,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":3,"9f18":61,"\u0233":36,"\u03b5":36,"\u4e00":46,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u4f8b\u5b50\u662f\u623f\u4ea7\u4f30\u503c":36,"\u4e00\u4e2a\u5178\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5982\u4e0b\u56fe\u6240\u793a":67,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":26,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":60,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":61,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":48,"\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5305\u542b\u5982\u4e0b\u5c42":67,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":48,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":48,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":48,"\u4e00\u4e2a\u57fa\u672c\u7684\u5e94\u7528\u573a\u666f\u662f\u533a\u5206\u7ed9\u5b9a\u6587\u672c\u7684\u8912\u8d2c\u4e24\u6781\u6027":74,"\u4e00\u4e2a\u6216\u591a\u4e2a":60,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":35,"\u4e00\u4e2a\u6587\u4ef6":3,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":54,"\u4e00\u4e2a\u662f\u76f4\u63a5\u628a\u4e00\u4e2a\u5bb9\u5668\u8f6c\u6362\u6210\u955c\u50cf":38,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":45,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":45,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5982":74,"\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cvi":38,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":51,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":51,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":51,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":35,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":26,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":57,"\u4e00\u4e2alabel":46,"\u4e00\u4e2alogging\u5bf9\u8c61":3,"\u4e00\u4e2amemory\u5305\u542b":49,"\u4e00\u4e2apass\u610f\u5473\u7740paddlepaddle\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u88ab\u904d\u5386\u4e00\u6b21":73,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":70,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":60,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":26,"\u4e00\u4eba":46,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":48,"\u4e00\u53f0\u673a\u5668\u4e0a\u9762\u7684\u7ebf\u7a0b\u6570\u91cf":72,"\u4e00\u65e9":46,"\u4e00\u662fbatch":35,"\u4e00\u6761\u6837\u672c":3,"\u4e00\u6837\u8bbe\u7f6e":55,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":60,"\u4e00\u6b21\u6027\u676f\u5b50":46,"\u4e00\u6b21yield\u8c03\u7528":3,"\u4e00\u79cd\u5e38\u7528\u7684\u505a\u6cd5\u662f\u7528\u5b66\u4e60\u7684\u6a21\u578b\u5bf9\u53e6\u5916\u4e00\u7ec4\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u9884\u6d4b":36,"\u4e00\u79cd\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":43,"\u4e00\u7bc7\u8bba\u6587":75,"\u4e00\u7ea7\u76ee\u5f55":[74,75],"\u4e00\u81f4":[45,46],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":32,"\u4e00\u822c\u4ece":50,"\u4e00\u822c\u5728paddlepaddle\u4e2d":46,"\u4e00\u822c\u60c5\u51b5\u4e0b":[2,36],"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":3,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":35,"\u4e00\u822c\u6765\u8bf4":49,"\u4e00\u822c\u800c\u8a00":75,"\u4e00\u822c\u8868\u793a":46,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":70,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,41],"\u4e09\u7ea7\u76ee\u5f55":[74,75],"\u4e0a":50,"\u4e0a\u4e0b\u6587\u5927\u5c0f\u8bbe\u7f6e\u4e3a1\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u5982\u4e0b":73,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":26,"\u4e0a\u53d1\u8868\u7684\u8bc4\u8bba\u5206\u6210\u6b63\u9762\u8bc4\u8bba\u548c\u8d1f\u9762\u8bc4\u8bba\u4e24\u7c7b":74,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":46,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":62,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":26,"\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":43,"\u4e0a\u7f51":46,"\u4e0a\u8fd0\u884c":38,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":35,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":54,"\u4e0a\u8ff0\u811a\u672c\u4f7f\u7528":55,"\u4e0b":67,"\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":54,"\u4e0b\u56fe\u5c55\u793a\u4e86\u6240\u6709\u7684\u56fe\u7247\u7c7b\u522b":67,"\u4e0b\u56fe\u5c55\u793a\u4e86\u65f6\u95f4\u6269\u5c55\u76842\u5c42":73,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":68,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":51,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":48,"\u4e0b\u6587\u4f7f\u7528":62,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":61,"\u4e0b\u6b21":46,"\u4e0b\u7684":62,"\u4e0b\u7684\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":44,"\u4e0b\u8868\u5c55\u793a\u4e86batch":68,"\u4e0b\u8f7d":26,"\u4e0b\u8f7d\u5230\u672c\u5730":26,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":61,"\u4e0b\u8f7d\u5b8c\u76f8\u5173\u5b89\u88c5\u5305\u540e":40,"\u4e0b\u8f7d\u6570\u636e\u96c6":67,"\u4e0b\u8f7draspberri":44,"\u4e0b\u8f7dwmt":75,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":54,"\u4e0b\u9762\u4ecb\u7ecd\u9884\u5904\u7406\u8fc7\u7a0b\u5177\u4f53\u7684\u6b65\u9aa4":72,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":60,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":29,"\u4e0b\u9762\u5217\u51fa\u4e86":49,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":51,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":62,"\u4e0b\u9762\u6211\u4eec\u7ed9\u51fa\u4e86\u4e00\u4e2a\u914d\u7f6e\u793a\u4f8b":67,"\u4e0b\u9762\u662f\u4e00\u4e2a\u8bef\u5dee\u66f2\u7ebf\u56fe\u7684\u793a\u4f8b":67,"\u4e0b\u9762\u662fcifar":67,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":51,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":68,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":68,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":51,"\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":41,"\u4e0b\u9762\u811a\u672c\u7b26\u5408paddlepaddle\u671f\u5f85\u7684\u8bfb\u53d6\u6570\u636e\u7684python\u7a0b\u5e8f\u7684\u6a21\u5f0f":36,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":45,"\u4e0d":46,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":3,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":26,"\u4e0d\u4f1a\u518d\u4ece":35,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":28,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":51,"\u4e0d\u4f7f\u7528c":28,"\u4e0d\u4f7f\u7528swig":28,"\u4e0d\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":75,"\u4e0d\u540c":73,"\u4e0d\u540c\u4e3b\u673a":60,"\u4e0d\u540c\u4ea7\u54c1":74,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":57,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":68,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":49,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":28,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":35,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":62,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[3,41],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":60,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":28,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":48,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":48,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":46,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":60,"\u4e0d\u5728":29,"\u4e0d\u5bb9\u6613\u51fa\u9519":26,"\u4e0d\u5c11":46,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":28,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":48,"\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":75,"\u4e0d\u6307\u5b9a\u65f6":48,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":60,"\u4e0d\u652f\u6301":73,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[3,41],"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":28,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":50,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":3,"\u4e0d\u80fd\u592a\u968f\u610f":50,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":50,"\u4e0d\u8fc7":46,"\u4e0d\u8fdc":46,"\u4e0d\u9519":46,"\u4e0e":[62,66,75],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":26,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":32,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":46,"\u4e0e\u53ef\u80fd\u6709\u7684":32,"\u4e0e\u5728":73,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":55,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":62,"\u4e0e\u7ffb\u8bd1":75,"\u4e0e\u8bad\u7ec3\u4e0d\u540c":74,"\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e0d\u540c\u7684\u662f":75,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":35,"\u4e0eimdb\u7f51\u7ad9\u63d0\u4f9b\u7684\u4e00\u81f4":71,"\u4e0ejob":62,"\u4e0etime":71,"\u4e14":46,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":50,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":28,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[3,41],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":60,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":46,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":29,"\u4e14\u9ed8\u8ba4\u5728\u8bad\u7ec3\u96c6\u4e0a\u6784\u5efa\u5b57\u5178":74,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":28,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":28,"\u4e24":46,"\u4e24\u4e2a\u5217\u8868\u6587\u4ef6":55,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":52,"\u4e24\u4e2a\u5d4c\u5957\u7684":48,"\u4e24\u4e2a\u64cd\u4f5c":54,"\u4e24\u4e2a\u6587\u4ef6\u5939":67,"\u4e24\u4e2a\u8f93\u5165\u7279\u5f81\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528":73,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":46,"\u4e24\u4e2a\u90e8\u5206":52,"\u4e24\u79cd\u7c7b\u522b":70,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":2,"\u4e2a":70,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":35,"\u4e2a\u5355\u8bcd":75,"\u4e2a\u6027\u5316\u63a8\u8350":[32,69],"\u4e2a\u6279\u6b21\u540e\u6253\u5370\u4e00\u4e2a":72,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":57,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":57,"\u4e2d":[28,29,35,51,62,67,70,72,73,74],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":50,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":66,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u5fc5\u987b\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":75,"\u4e2d\u4efb\u610f\u7b2ci\u884c\u7684\u53e5\u5b50\u4e4b\u95f4\u90fd\u6709\u7740\u4e00\u4e00\u5bf9\u5e94\u7684\u5173\u7cfb":75,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":46,"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5305\u542b\u4e00\u4e2aandroid\u7248\u672c\u7684\u5e93":43,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":44,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":70,"\u4e2d\u5305\u542b\u5982\u4e0b\u8868\u6240\u793a\u76843\u4e2a\u6587\u4ef6\u5939":75,"\u4e2d\u5305\u542bc":[43,44],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":50,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":50,"\u4e2d\u5b89\u88c5":55,"\u4e2d\u5b8c\u5168\u4e00\u81f4":28,"\u4e2d\u5b8c\u6210":74,"\u4e2d\u5b9a\u4e49":49,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":2,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":48,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":29,"\u4e2d\u5bfc\u51fa\u9884\u5b9a\u4e49\u7684\u7f51\u7edc":74,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":68,"\u4e2d\u6307\u5b9a":57,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":59,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":68,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":68,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":37,"\u4e2d\u6587\u6587\u6863":52,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":52,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":46,"\u4e2d\u6709\u8bb8\u591a\u7684\u7279\u5f81":71,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":62,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":57,"\u4e2d\u7684":68,"\u4e2d\u7684\u4e00\u884c":[3,50],"\u4e2d\u7684\u5185\u5bb9":73,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":50,"\u4e2d\u7684\u63a5\u53e3":72,"\u4e2d\u7684\u6570\u636e":68,"\u4e2d\u7684\u6570\u636e\u662f\u5426\u4e3a\u5e8f\u5217\u6a21\u5f0f":72,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":68,"\u4e2d\u7684\u6570\u6910\u96c6\u7684\u7ed3\u6784\u5982\u4e0b":74,"\u4e2d\u7684\u6bcf\u4e00\u884c\u547d\u4ee4":72,"\u4e2d\u7684\u751f\u6210\u7ed3\u679c\u5982\u4e0b\u6240\u793a":75,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":60,"\u4e2d\u7684\u7b2ci\u884c":75,"\u4e2d\u7684\u8bf4\u660e":3,"\u4e2d\u7684\u8fd9\u4e9b\u6570\u636e\u6587\u4ef6":71,"\u4e2d\u770b\u5230\u4e0b\u9762\u7684\u6587\u4ef6":74,"\u4e2d\u83b7\u53d6":62,"\u4e2d\u8ba4\u771f\u8bbe\u7f6e":55,"\u4e2d\u8bbe\u7f6e":55,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":55,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":51,"\u4e2d\u8bfb\u53d6":3,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":3,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":35,"\u4e3a":[3,43,44,49],"\u4e3a0":3,"\u4e3a\u4e86\u4f7f\u7528\u63d0\u524d\u7f16\u5199\u7684\u811a\u672c":74,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":50,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":51,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":38,"\u4e3a\u4e86\u5145\u5206\u7684\u968f\u673a\u6253\u4e71\u8bad\u7ec3\u96c6":74,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":60,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":51,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":26,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":48,"\u4e3a\u4e86\u65b9\u4fbf\u5728\u56fd":38,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":50,"\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1":55,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":29,"\u4e3a\u4e86\u6ee1\u8db3\u8bad\u7ec3":55,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":[43,44],"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":54,"\u4e3a\u4e86\u8fd8\u539f":36,"\u4e3a\u4f8b":70,"\u4e3a\u4f8b\u521b\u5efa\u5206\u5e03\u5f0f\u7684\u5355\u8fdb\u7a0b\u8bad\u7ec3":55,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":70,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":35,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":54,"\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":66,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":55,"\u4e3a\u6b64":61,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":51,"\u4e3a\u96c6\u7fa4\u4f5c\u4e1a\u8bbe\u7f6e\u989d\u5916\u7684":55,"\u4e3ajson\u6216yaml\u683c\u5f0f":72,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":51,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":57,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":26,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":5,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":41,"\u4e3b\u8981\u539f\u56e0":46,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":35,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":3,"\u4e3b\u8981\u6765\u81ea\u5317\u7f8e\u6d32":67,"\u4e3b\u8981\u7684\u89e3\u51b3\u529e\u6cd5\u662f\u51cf\u5c0f\u5b66\u4e60\u5f8b\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406":35,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":70,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":35,"\u4e3e\u4f8b":35,"\u4e3e\u4f8b\u8bf4\u660e":46,"\u4e4b\u524d":50,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":70,"\u4e4b\u540e":[36,41,51],"\u4e4b\u540e\u4f60\u4f1a\u5f97\u5230\u8bad\u7ec3":55,"\u4e4b\u540e\u4f7f\u7528":51,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":51,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":51,"\u4e4b\u540e\u5b9a\u4e49\u7684":67,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":29,"\u4e4b\u95f4\u7684\u8ddd\u79bb":36,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":48,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":51,"\u4e58\u9664\u7b49\u65f6\u5019":35,"\u4e5d\u4e2a":73,"\u4e5f":46,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":28,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":48,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":29,"\u4e5f\u4e0d\u751f\u6210":29,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":50,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":60,"\u4e5f\u53ef\u4ee5\u5728\u5f00\u53d1\u955c\u50cf\u4e2d\u542f\u52a8\u4e00\u4e2asshd\u670d\u52a1":38,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":48,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":54,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":62,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":70,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":60,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":[43,44],"\u4e5f\u5c31\u662f":50,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":70,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":50,"\u4e5f\u5c31\u662f\u8bf4":[57,59,66],"\u4e5f\u5f97\u5230\u4e00\u4e2a\u7528\u6237\u7279\u5f81":72,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":62,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":54,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":46,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":60,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":48,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":3,"\u4e5f\u6ca1\u7528":35,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":70,"\u4e5f\u8bb8\u662f\u56e0\u4e3a\u9700\u8981\u5b89\u88c5":67,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":3,"\u4e66\u5199":28,"\u4e7e":46,"\u4e86":46,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":54,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":49,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":49,"\u4e8c\u7ea7\u76ee\u5f55":[74,75],"\u4e8c\u7ef4\u77e9\u9635":68,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":46,"\u4e8c\u8fdb\u5236":66,"\u4e92\u76f8\u901a\u4fe1":60,"\u4e92\u8054\u7f51\u7535\u5f71\u6570\u636e\u5e93":74,"\u4e94\u661f\u7ea7":46,"\u4e9a\u9a6c\u900a":74,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe":44,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":43,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":43,"\u4ea4\u53c9\u7f16\u8bd1raspberri":44,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":43,"\u4ea4\u901a":46,"\u4ea4\u901a\u4fbf\u5229":46,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[43,44],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":38,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec0\u4e48":72,"\u4ec5\u4ec5\u4f7f\u7528":28,"\u4ec5\u4ec5\u662f\u4e00\u4e9b\u5173\u952e\u8bcd":74,"\u4ec5\u4ec5\u662f\u4e24\u4e2a\u5168\u8fde\u63a5\u5c42":72,"\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5d4c\u5165":72,"\u4ec5\u5305\u542b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u6910\u96c6":74,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":51,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":51,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":3,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":62,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":43,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1raspberri":44,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":60,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":70,"\u4ece":[32,54,73],"\u4ece0\u5230num":57,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":48,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":54,"\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230":36,"\u4ece\u5916\u90e8\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u7684\u539f\u59cb\u6570\u6910\u96c6":74,"\u4ece\u5927\u5230\u5c0f":75,"\u4ece\u6570\u636e\u63d0\u4f9b\u7a0b\u5e8f\u52a0\u8f7d\u5b9e\u4f8b":73,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":46,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":70,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":[43,44],"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4ece\u7b2c0\u4e2a\u8bc4\u4f30\u5230\u5f53\u524d\u8bc4\u4f30\u4e2d":75,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747\u635f\u5931":74,"\u4ece\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5e73\u5747cost":75,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":51,"\u4ece\u800c\u53ef\u4ee5\u62df\u5408\u4efb\u610f\u7684\u51fd\u6570\u6765\u5b66\u4e60\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb":36,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":3,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":70,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":2,"\u4ece\u8be5\u94fe\u63a5":75,"\u4ece\u8bed\u4e49\u4e0a\u770b":48,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":46,"\u4ece\u8f93\u51fa\u65e5\u5fd7\u53ef\u4ee5\u770b\u5230":36,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":66,"\u4ececmake":43,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ecestart":57,"\u4ecetest":75,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":50,"\u4ed4\u7ec6\u89c2\u5bdf":68,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":29,"\u4ed6\u4eec\u5206\u522b\u662f":46,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":46,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":68,"\u4ed6\u662f\u5c06":29,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":28,"\u4ee3\u66ff":62,"\u4ee3\u7801":72,"\u4ee3\u7801\u4e2d9":46,"\u4ee3\u7801\u5982\u4e0b":49,"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":50,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":28,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":62,"\u4ee3\u8868\u7f16\u53f7":72,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a":50,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u6309\u7167\u751f\u6210\u7684dockerfile\u628a\u751f\u6210\u7684\u7a0b\u5e8f\u62f7\u8d1d\u5230\u751f\u4ea7\u955c\u50cf\u4e2d\u5e76\u505a\u76f8\u5e94\u7684\u914d\u7f6e":38,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u7f16\u8bd1paddlepaddl":38,"\u4ee5\u4e0a\u65b9\u6cd5\u5728gpu\u955c\u50cf\u91cc\u4e5f\u80fd\u7528":38,"\u4ee5\u4e0b":[20,72],"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":49,"\u4ee5\u4e0b\u6211\u4eec\u7ffb\u8bd1\u6570\u636e\u96c6\u7f51\u7ad9\u4e2dreadme\u6587\u4ef6\u7684\u63cf\u8ff0":71,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":38,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":50,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":70,"\u4ee5\u4e0b\u6b65\u9aa4\u57fa\u4e8e":55,"\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":66,"\u4ee5\u4e0b\u9009\u9879\u5fc5\u987b\u5728":55,"\u4ee5\u4ea4\u4e92\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u5f00\u53d1\u955c\u50cf":38,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":26,"\u4ee5\u4fbf\u7528\u6237":55,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":51,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":51,"\u4ee5\u5206\u7c7b\u6765\u81ea":74,"\u4ee5\u53ca":51,"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":49,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":45,"\u4ee5\u53ca\u5728wmt":75,"\u4ee5\u53ca\u5982\u4f55\u5728\u5c42\u4e4b\u95f4\u8fdb\u884c\u8fde\u63a5":67,"\u4ee5\u53ca\u751f\u6210\u521b\u5efa\u751f\u4ea7\u955c\u50cf\u7684dockerfil":38,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":44,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":48,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":51,"\u4ee5\u53caandroid":43,"\u4ee5\u53caandroid\u6240\u9700":43,"\u4ee5\u53canumpi":20,"\u4ee5\u53capaddle\u5982\u4f55\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u8f93\u5165":72,"\u4ee5\u53carelu":51,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":[43,44],"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":2,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[43,44],"\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7f51\u7edc\u6027\u80fd":55,"\u4ee5\u9017\u53f7":66,"\u4ee5\u9017\u53f7\u95f4\u9694":57,"\u4ef7\u683c":46,"\u4efb\u52a1":72,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":55,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":46,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f18\u5316":74,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":51,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":62,"\u4f1a\u5171\u4eab\u53c2\u6570":35,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":57,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":46,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":62,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":52,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":35,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":48,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":28,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":48,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":35,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":48,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":3,"\u4f1a\u62a5\u9519":48,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":2,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":3,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":28,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":51,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":50,"\u4f1a\u81ea\u9002\u5e94\u5730\u4ece\u8fd9\u4e9b\u5411\u91cf\u4e2d\u9009\u62e9\u4e00\u4e2a\u5b50\u96c6\u51fa\u6765":75,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":62,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":48,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":50,"\u4f20\u5165":[3,20],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":5,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":5,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":35,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":57,"\u4f46":29,"\u4f46\u4e0d\u66b4\u9732":29,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":51,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":57,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":46,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":46,"\u4f46\u5728\u8d77\u521d\u7684\u51e0\u8f6e\u8bad\u7ec3\u4e2d\u5b83\u4eec\u90fd\u5728\u5feb\u901f\u903c\u8fd1\u771f\u5b9e\u503c":36,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":48,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":37,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":32,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":46,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":3,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":32,"\u4f46\u662f":[35,46],"\u4f46\u662f2008\u5e74\u4e4b\u524d\u751f\u4ea7\u7684\u65e7\u7535\u8111\u4e0d\u652f\u6301avx":38,"\u4f46\u662f\u4e5f\u6ca1\u6709\u5fc5\u8981\u5220\u9664\u65e0\u7528\u7684\u6587\u4ef6":55,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":29,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":56,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":46,"\u4f46\u662f\u6211\u4eec\u5e76\u4e0d\u63a8\u8350\u8fd9\u79cd\u65b9\u6cd5":38,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":50,"\u4f46\u662f\u65b9\u4fbf\u8c03\u8bd5\u548c\u6d4bbenchmark":37,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":59,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":35,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":28,"\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u5728\u6bcf\u5c42\u53ea\u4fdd\u5b58\u9884\u8bbe\u6570\u91cf\u7684\u6700\u4f18\u72b6\u6001":75,"\u4f46\u662f\u8fdc\u672a\u5b8c\u5584":0,"\u4f46\u662f\u9690\u85cf\u5c42\u4e2d\u7684\u6bcf\u4e2a\u666e\u901a\u8282\u70b9\u88ab\u4e00\u4e2a\u8bb0\u5fc6\u5355\u5143\u66ff\u6362":74,"\u4f46\u662fbatch":35,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[3,41],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[3,41],"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":3,"\u4f4d\u7f6e":46,"\u4f4f":46,"\u4f53\u88c1\u5b57\u5178":72,"\u4f53\u88c1\u5b57\u6bb5":72,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u56de\u5f52":72,"\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5c42":72,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":46,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":49,"\u4f5c\u4e3a\u53c2\u6570\u7684id":35,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":48,"\u4f5c\u4e3a\u793a\u4f8b\u6570\u636e":71,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":28,"\u4f5c\u4e3a\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165":36,"\u4f5c\u4e3a\u8f93\u51fa":49,"\u4f5c\u4e3a\u96c6\u7fa4\u8bad\u7ec3\u7684\u5de5\u4f5c\u7a7a\u95f4":55,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":46,"\u4f5c\u5bb6":71,"\u4f5c\u7528":45,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":68,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":70,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":66,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":68,"\u4f60\u4e5f\u8bb8\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u8001\u7684\u65b9\u6cd5":38,"\u4f60\u53ea\u9700\u5b8c\u6210":55,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":70,"\u4f60\u53ea\u9700\u8981\u6309\u7167\u5982\u4e0b\u65b9\u5f0f\u7ec4\u7ec7\u6570\u636e":75,"\u4f60\u53ef\u4ee5\u4f7f\u7528":68,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c\u4e0b\u8f7d":74,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8bbe\u7f6e":55,"\u4f60\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u4e2d\u7684\u76f8\u540c\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u96c6\u7fa4\u8bad\u7ec3":55,"\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u7528":72,"\u4f60\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30":72,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":59,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":68,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":68,"\u4f60\u53ef\u4ee5\u9884\u6d4b\u4efb\u4f55\u7528\u6237\u5bf9\u4e8e\u4efb\u4f55\u4e00\u90e8\u7535\u5f71\u7684\u8bc4\u4ef7":72,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":66,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u6d88\u606f":75,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":68,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":68,"\u4f60\u5c06\u4f1a\u770b\u5230\u8fd9\u6837\u7684\u6d88\u606f":75,"\u4f60\u5c06\u5728\u76ee\u5f55":74,"\u4f60\u5c06\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f":72,"\u4f60\u7684\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":55,"\u4f60\u8fd8\u53ef\u4ee5\u5c06\u7528\u6237\u548c":55,"\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":51,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":59,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":51,"\u4f60\u9700\u8981\u5b89\u88c5python\u7684\u7b2c\u4e09\u65b9\u5e93":72,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":51,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":70,"\u4f7f\u5f97":36,"\u4f7f\u5f97\u4e24\u4e2a\u5b57\u5178\u6709\u76f8\u540c\u7684\u4e0a\u4e0b\u6587":75,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":35,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":51,"\u4f7f\u5f97\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u51e0\u4e4e\u4e0e\u771f\u5b9e\u6a21\u578b\u4e00\u81f4":36,"\u4f7f\u7528":[29,32,35,38,46,48,49,51,54,57,70,73,74],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":59,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":59,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":68,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":59,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":59,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":51,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":35,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":61,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":35,"\u4f7f\u7528\u4e86\u57fa\u4e8e\u53e5\u6cd5\u7ed3\u6784\u7684\u9884\u5b9a\u4e49\u7279\u5f81\u6a21\u677f":73,"\u4f7f\u7528\u4e86avx\u6307\u4ee4\u96c6":40,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":66,"\u4f7f\u7528\u5177\u6709softmax\u6fc0\u6d3b\u7684\u5168\u8fde\u63a5\u524d\u9988\u5c42\u6765\u6267\u884c\u5206\u7c7b\u4efb\u52a1":74,"\u4f7f\u7528\u52a8\u6001\u5e93":28,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":35,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":35,"\u4f7f\u7528\u5982\u4e0b\u53c2\u6570":67,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":66,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":49,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":62,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":61,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":35,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":29,"\u4f7f\u7528\u6848\u4f8b":58,"\u4f7f\u7528\u7684":35,"\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":43,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":29,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":57,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":48,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":68,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":57,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":57,"\u4f7f\u7528\u81ea\u52a8\u7684\u66ff\u8865\u6765\u66ff\u4ee3\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u8bc4\u5224":75,"\u4f7f\u7528\u8c13\u8bcd\u4e0a\u4e0b\u6587":73,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u8fd9\u4e2a\u811a\u672c\u524d\u8bf7\u786e\u8ba4\u5df2\u7ecf\u5b89\u88c5\u4e86pillow\u53ca\u76f8\u5173\u4f9d\u8d56\u6a21\u5757":67,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":46,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":51,"\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d":74,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":28,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":66,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":3,"\u4f7f\u7528c":29,"\u4f7f\u7528c99\u505a\u63a5\u53e3":28,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":28,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":57,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":59,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":59,"\u4f7f\u7528cpu\u8bad\u7ec3":74,"\u4f7f\u7528init":59,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":46,"\u4f7f\u7528max":67,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":46,"\u4f7f\u7528model":59,"\u4f7f\u7528paddlepaddl":70,"\u4f7f\u7528python\u6570\u636e\u63d0\u4f9b\u5668":67,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":57,"\u4f7f\u7528regress":32,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":28,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":28,"\u4f7f\u7528void":28,"\u4f7f\u8f93\u5165\u5c42\u5230\u9690\u85cf\u5c42\u7684\u795e\u7ecf\u5143\u662f\u5168\u90e8\u8fde\u63a5\u7684":67,"\u4f86":46,"\u4f8b\u5982":[3,20,28,29,32,35,37,41,46,49,51,54,55,56,57,59,62,68,70,72,74],"\u4f8b\u5982\u4e0a\u6587\u7684pod":60,"\u4f8b\u5982\u4e0a\u9762\u7684":36,"\u4f8b\u5982\u4ee5\u592a\u7f51\u7684":55,"\u4f8b\u5982\u4f7f\u7528":35,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":28,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":28,"\u4f8b\u5982\u5bf9\u4e8epython":28,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":46,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":46,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":46,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":35,"\u4f8b\u5982\u7b2c300\u4e2apass\u7684\u6a21\u578b\u4f1a\u88ab\u4fdd\u5b58\u5728":67,"\u4f8b\u5982c":28,"\u4f8b\u5982hostpath":60,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":28,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":62,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":28,"\u4f8b\u5982python\u7684":28,"\u4f8b\u5982sigmoid":51,"\u4f8b\u5982sigmoid\u53d8\u6362":70,"\u4f8b\u5b50\u4e2d\u662f":51,"\u4f8b\u5b50\u4e2d\u662f0":51,"\u4f8b\u5b50\u4e2d\u662f100":51,"\u4f8b\u5b50\u4e2d\u662f4096":51,"\u4f8b\u5b50\u4e2d\u662f8192":51,"\u4f8b\u5b50\u4e2d\u662ffc":51,"\u4f8b\u5b50\u4e2d\u662fsoftmax":51,"\u4f8b\u5b50\u4f7f\u7528":60,"\u4f9bpaddlepaddle\u52a0\u8f7d":57,"\u4f9d\u636e\u5206\u7c7b\u9519\u8bef\u7387\u83b7\u5f97\u6700\u4f73\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5":74,"\u4f9d\u6b21\u7c7b\u63a8":32,"\u4f9d\u8d56\u4e8epython\u7684":67,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":60,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":60,"\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8c":38,"\u4fbf\u5229":46,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":46,"\u4fbf\u5b9c":46,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":28,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":57,"\u4fdd\u5b58\u751f\u6210\u7ed3\u679c\u7684\u6587\u4ef6":75,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":57,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":57,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":68,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":50,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":55,"\u4fee\u590d\u6240\u6709bug\u540e":32,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":32,"\u4fee\u590dubuntu":32,"\u4fee\u6539":[60,61],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":61,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":54,"\u4fee\u6539\u6587\u6863":53,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[46,50],"\u503c\u5f97\u6df1\u5165\u5206\u6790":54,"\u503c\u7c7b\u578b":59,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":35,"\u5047\u8bbe":51,"\u5047\u8bbe\u53d8\u91cf":36,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2aai\u8bad\u7ec3\u7684python\u7a0b\u5e8f":38,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":51,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":66,"\u504f\u7f6e\u53c2\u6570":68,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":51,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":32,"\u505a\u63a5\u53e3":28,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":57,"\u505c\u7535":46,"\u50cf":38,"\u513f\u7ae5\u7247":71,"\u5143\u7d20":45,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":45,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":29,"\u5148\u8c03\u7528initializer\u51fd\u6570":70,"\u5168\u5bb6":46,"\u5168\u8fde\u63a5\u5c42":[36,66,67,72],"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":51,"\u5168\u8fde\u63a5\u5c42\u5c06\u7535\u5f71\u7684\u6bcf\u4e2a\u7279\u5f81\u7ed3\u5408\u6210\u4e00\u4e2a\u7535\u5f71\u7279\u5f81":72,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":68,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":51,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":51,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":51,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":51,"\u516b\u4e2a\u7279\u5f81\u5206\u522b\u8f6c\u6362\u4e3a\u5411\u91cf":73,"\u516c\u5f0f":38,"\u516c\u94a5\u5199\u5165":55,"\u516d\u4e2a\u7279\u5f81\u548c\u6807\u7b7e\u90fd\u662f\u7d22\u5f15\u69fd":73,"\u5171\u4eab\u4efb\u52a1\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5":73,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":62,"\u5171\u670932":66,"\u5173\u4e8e\u5982\u4f55\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u5c42":67,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":46,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":50,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":62,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":41,"\u5173\u4e8eunbound":48,"\u5173\u4e8evgg\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003":67,"\u5173\u952e\u8bcd\u5305\u62ec":50,"\u5176\u4e0b\u5b50\u6587\u4ef6\u5939\u7684\u7ed3\u6784\u5982\u4e0b":67,"\u5176\u4e2d":[3,28,32,35,36,41,43,44,49,51,66,67,68],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":68,"\u5176\u4e2d50000\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6":67,"\u5176\u4e2d\u5206\u522b\u5305\u542b\u4e86cifar":67,"\u5176\u4e2d\u5305\u542b6":71,"\u5176\u4e2d\u5305\u542b\u4e86200\u79cd\u9e1f\u7c7b\u7684\u7167\u7247":67,"\u5176\u4e2d\u5305\u542b\u7b97\u6cd5\u548c\u7f51\u7edc\u914d\u7f6e":74,"\u5176\u4e2d\u5305\u62ec\u51fd\u6570":73,"\u5176\u4e2d\u5b9a\u4e49\u4e86\u6a21\u578b\u67b6\u6784\u548csolver\u914d\u7f6e":75,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":70,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":2,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":45,"\u5176\u4e2d\u6bcf\u4e2a\u5411\u91cf\u5bf9\u5e94\u8f93\u5165\u8bed\u53e5\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":75,"\u5176\u4e2d\u6bcf\u6761pass\u82b1\u8d39\u4e867\u4e2a\u5c0f\u65f6":75,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":3,"\u5176\u4e2d\u8be6\u7ec6\u8bf4\u660e\u4e86\u6a21\u578b\u67b6\u6784":75,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":68,"\u5176\u4e2dbeam":75,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":57,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":57,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":5,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":41,"\u5176\u4ed6":71,"\u5176\u4ed6\u4eba\u5f88\u5bb9\u6613\u770b\u61c2\u955c\u50cf\u751f\u6210\u8fc7\u7a0b":38,"\u5176\u4ed6\u516d\u884c\u5217\u51fa\u4e86\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":75,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":35,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":35,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":29,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":3,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":70,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":59,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":32,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[43,44],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":49,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":51,"\u5176\u4f59\u884c\u662f":66,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":2,"\u5176\u5177\u4f53\u8bf4\u660e\u4e86\u5b57\u6bb5\u7c7b\u578b\u548c\u6587\u4ef6\u540d\u79f0":72,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":60,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":70,"\u5176\u53c2\u6570\u5982\u4e0b":3,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":70,"\u5176\u5b83layer\u7684\u8f93\u51fa":48,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":35,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":60,"\u5176\u6b21":[3,46,70],"\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":73,"\u5176\u8bf4\u660e\u5982\u4e0b":46,"\u5176\u8f93\u5165\u53c2\u6570\u5982\u4e0b":75,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":49,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[29,35],"\u5177\u4f53\u539f\u56e0\u53c2\u8003":29,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[3,51],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":48,"\u5177\u4f53\u5982\u4e0b":38,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":54,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":35,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":70,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":3,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":35,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":68,"\u5177\u4f53\u8bf7\u53c2\u8003":[3,29,50],"\u5177\u4f53\u8bf7\u89c1":50,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":46,"\u5177\u6709\u81ea\u5faa\u73af\u8fde\u63a5\u7684\u795e\u7ecf\u5143":74,"\u517c\u5907\u6613\u7528\u6027":0,"\u5185":49,"\u5185\u5b58":54,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":57,"\u5185\u5bb9":70,"\u5185\u5bb9\u5982\u4e0b":61,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":46,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":62,"\u5185\u7684\u5f00\u53d1\u8005\u4e0b\u8f7ddocker\u955c\u50cf":38,"\u5185\u90e8":62,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":28,"\u518d\u4e3apaddle\u7684\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u6587\u4ef6\u5217\u8868":72,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":28,"\u518d\u57fa\u4e8e":32,"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":46,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":46,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":46,"\u518d\u6307\u5b9a":37,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":54,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":51,"\u518d\u901a\u8fc7\u51fd\u6570":62,"\u5192\u9669\u7247":71,"\u5197\u4f59\u7b49\u529f\u80fd":60,"\u5199\u4ee3\u7801":28,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u5199\u5b8c\u6a21\u578b\u914d\u7f6e\u4e4b\u540e":75,"\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":51,"\u519c\u6c11":71,"\u51c6\u5907":46,"\u51c6\u5907\u597d\u6570\u636e":72,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":5,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":35,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":35,"\u51cf\u5c0fbatch":35,"\u51fa\u53bb\u73a9":46,"\u51fa\u5dee":46,"\u51fa\u6765":46,"\u51fa\u73b0":35,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":35,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":35,"\u51fd\u6570":[3,36,49,51,54,73,74],"\u51fd\u6570\u4e2d\u4f7f\u7528":3,"\u51fd\u6570\u4e2d\u8bbe\u7f6e\u7684":55,"\u51fd\u6570\u5047\u8bbe":49,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":54,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":48,"\u51fd\u6570\u540d\u4e3a":29,"\u51fd\u6570\u547d\u540d":28,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":3,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":51,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":51,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":48,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":51,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":54,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":5,"\u51fd\u6570\u7684":3,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":51,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":51,"\u5206\u4e3a\u597d\u8bc4":70,"\u5206\u522b\u4e3a":66,"\u5206\u522b\u4e3atrain":75,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":48,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":46,"\u5206\u522b\u5305\u542b\u4e86\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93\u7684\u8bad\u7ec3\u6570\u636e":75,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":48,"\u5206\u522b\u5bf9\u5e94\u4e8e\u53d8\u91cf":36,"\u5206\u522b\u662f":45,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":49,"\u5206\u522b\u662fsentences\u548clabel":46,"\u5206\u522b\u662fwords\u548clabel":46,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":51,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":46,"\u5206\u5272":[71,73],"\u5206\u5272\u6587\u4ef6\u7684\u65b9\u6cd5\u662f":72,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":60,"\u5206\u6210\u4e24\u90e8\u5206":3,"\u5206\u652f":[32,50],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":32,"\u5206\u652f\u4e0a":50,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":50,"\u5206\u652f\u4e2d":32,"\u5206\u652f\u4e3a\u5f00\u53d1":32,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":32,"\u5206\u652f\u4e3a\u7a33\u5b9a":32,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":32,"\u5206\u652f\u5408\u5165":32,"\u5206\u652f\u5408\u5165master\u5206\u652f":32,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":32,"\u5206\u652f\u540d":50,"\u5206\u652f\u540d\u4e3a":32,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":32,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":32,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":32,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":32,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":43,"\u5206\u652f\u89c4\u8303":50,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":54,"\u5206\u7247":19,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":3,"\u5206\u7c7b\u8bef\u5dee\u662f0":74,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":68,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":66,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":66,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":66,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":57,"\u5206\u9694":[66,72],"\u5206\u9694\u7b26\u4e3a":71,"\u5207\u6362\u5230":50,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":50,"\u5217\u8868":72,"\u5217\u8868\u5982\u4e0b":[3,41],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":3,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":51,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":3,"\u5219\u4f7f\u7528\u533a\u57df\u6807\u8bb0":73,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":57,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":57,"\u5219\u5148\u505a\u5d4c\u5165":72,"\u5219\u53ef\u4ee5\u50cf":55,"\u5219\u53ef\u8bbe\u7f6e":[43,44],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":70,"\u5219\u5ffd\u7565":19,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":57,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":3,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":54,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":57,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5219\u8bbe\u7f6e\u6210":[43,44],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":35,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5219\u9700\u8981\u914d\u7f6e":60,"\u5219\u9700\u9009\u7528":44,"\u521b\u5efa\u4e00\u4e2akubernet":62,"\u521b\u5efa\u548c\u53d1\u5e03\u81ea\u5df1\u7684ai\u7a0b\u5e8f\u955c\u50cf":38,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":50,"\u521b\u5efa\u6210\u529f\u540e":62,"\u521b\u5efa\u8bad\u7ec3\u6570\u636e\u7684":75,"\u521b\u5efagener":3,"\u521d\u59cb\u5316\u4e4b\u540e":5,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":51,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":3,"\u521d\u59cb\u5316\u6743\u91cd\u8868":51,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":57,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":66,"\u521d\u59cb\u5316\u7236\u7c7b":51,"\u521d\u59cb\u5316biases_":51,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":5,"\u521d\u59cb\u72b6\u6001":48,"\u5220\u9664":50,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":35,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":70,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":35,"\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u89e3\u6790\u8be5\u7279\u5f81":72,"\u5229\u7528\u8bad\u7ec3\u96c6\u751f\u6210\u7684\u5b57\u5178":74,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":48,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":70,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":60,"\u5229\u843d":46,"\u522b\u4eba\u5e2e\u4e86\u5fd9":50,"\u5230":[19,35,49],"\u5230\u6240\u6709\u8282\u70b9\u800c\u4e0d\u7528\u5bc6\u7801":55,"\u5230\u672c\u5730":50,"\u5230\u6b64":38,"\u5230\u76ee\u524d\u4e3a\u6b62":73,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":62,"\u5236\u4f5cpaddlepaddle\u5f00\u53d1\u955c\u50cf":38,"\u5236\u4f5cpaddlepaddle\u751f\u4ea7\u955c\u50cf":38,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":62,"\u5237\u7259":46,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":62,"\u524d\u4e09\u884cimport\u4e86\u5b9a\u4e49network":75,"\u524d\u53f0":46,"\u524d\u5411\u4f20\u64ad":51,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":51,"\u524d\u5411\u548c\u540e\u5411":51,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":50,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":3,"\u529f\u80fd":26,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":32,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":51,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":70,"\u52a0\u5165":54,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":49,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":49,"\u52a0\u8f7d\u6570\u636e":73,"\u52a0\u8f7d\u6a21\u578b":73,"\u52a0\u8f7d\u6a21\u578b\u53c2\u6570":75,"\u52a0\u8f7dtest":57,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":35,"\u52a8\u4f5c\u7247":71,"\u52a8\u6001\u5e93":28,"\u52a8\u753b\u7247":71,"\u52a8\u8bcd":73,"\u52a9\u624b":51,"\u5305\u542b12":74,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":66,"\u5305\u542b3\u4e2a\u5c5e\u6027":66,"\u5305\u542b50":74,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":29,"\u5305\u542b\u7684\u6240\u6709\u4f9d\u8d56\u5047\u8bbe\u90fd\u53ef\u4ee5\u5728paddle\u7684\u8fd0\u884c\u5bb9\u5668\u4e2d":38,"\u5305\u5e76\u91cd\u65b0\u7f16\u8bd1paddlepaddl":35,"\u5305\u62ec":[20,57,70,73,75],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":3,"\u5305\u62ec\u53d1\u884c\u65f6\u95f4":71,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":35,"\u5305\u62ec\u6570\u636e\u8f93\u5165":36,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u5305\u62ec\u751f\u6210cpu":37,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":41,"\u5305\u62ec\u7b80\u5355\u7684":70,"\u5305\u62ecbool":59,"\u5305\u62ecdocker\u955c\u50cf":39,"\u5305\u62eclinux":38,"\u5305\u662f\u6700\u65b0\u7684":35,"\u5305\u6bd4\u8f83\u8001":35,"\u5305\u7684\u65b9\u6cd5\u662f":35,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":46,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":46,"\u533b\u751f":71,"\u533b\u7597\u4fdd\u5065":71,"\u5341\u4e00":46,"\u5347\u5e8f\u6392\u5217":75,"\u534e\u6da6\u4e07\u5bb6":46,"\u534f\u540c\u5b8c\u6210releas":32,"\u5355\u4e2a\u503c":20,"\u5355\u4f4d\u662fmb":57,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":35,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":56,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":46,"\u5355\u53cc\u5c42rnn":47,"\u5355\u53d8\u91cf\u7684\u7ebf\u6027\u56de\u5f52":36,"\u5355\u5c42":48,"\u5355\u5c42\u4e0d\u7b49\u957frnn":46,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":46,"\u5355\u5c42\u5e8f\u5217":45,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":45,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":45,"\u5355\u5c42\u6216\u53cc\u5c42":45,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":46,"\u5355\u5c42rnn":[46,48],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":46,"\u5355\u673acpu\u8bad\u7ec3":35,"\u5355\u673agpu\u8bad\u7ec3":35,"\u5355\u6b65\u51fd\u6570":49,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":49,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":49,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":49,"\u5355\u70b9\u6545\u969c":19,"\u5355\u8fdb\u5355\u51fa":48,"\u5360\u4f4d\u7b26":66,"\u536b\u751f":46,"\u5373":[29,35,36,52,62,70,74],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":3,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":46,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":3,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":46,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":46,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":46,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":46,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":46,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":3,"\u5373\u4e8c\u7ef4\u6570\u7ec4":46,"\u5373\u4f7f\u7528":29,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":57,"\u5373\u4f7fc":29,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":3,"\u5373\u4f8b\u5982":29,"\u5373\u4fbf\u8bbe\u7f6e":35,"\u5373\u4fbfpaddl":29,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":48,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":49,"\u5373\u53cc\u5411lstm\u548c\u4e09\u5c42\u5806\u53e0lstm":74,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":46,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":48,"\u5373\u53ef":[36,50],"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":35,"\u5373\u53ef\u8fdb\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c":52,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":46,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":35,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[3,41],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":29,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":70,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":3,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":46,"\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":46,"\u5373\u6211\u4eec\u7684\u8bad\u7ec3\u76ee\u6807":36,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":48,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":46,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":45,"\u5373\u6574\u6570\u6570\u7ec4":46,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":46,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":46,"\u5373\u66b4\u9732":29,"\u5373\u6b63\u9762\u548c\u8d1f\u9762":74,"\u5373\u6b63\u9762\u8bc4\u4ef7\u6807\u7b7e\u548c\u8d1f\u9762\u8bc4\u4ef7\u6807\u7b7e":74,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":46,"\u5373\u7f51\u5361\u540d":62,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":3,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":35,"\u5373\u8bbe\u7f6e":35,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":28,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":35,"\u5373input":48,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":46,"\u5377\u79ef\u5c42":67,"\u5377\u79ef\u5c42\u6743\u91cd":68,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fa8\u8bc6\u56fe\u7247\u4e2d\u7684\u4e3b\u4f53":67,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5728\u56fe\u7247\u5206\u7c7b\u4e0a\u6709\u7740\u60ca\u4eba\u7684\u6027\u80fd":67,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u4f7f\u7528\u5377\u79ef\u5c42\u7684\u524d\u5411\u795e\u7ecf\u7f51\u7edc":67,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5f88\u597d\u7684\u8868\u793a\u8fd9\u4e24\u7c7b\u4fe1\u606f":67,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":70,"\u5378\u8f7dpaddlepaddle\u5305":35,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":46,"\u539f\u56e0":50,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":35,"\u539f\u56e0\u662f\u672a\u8bbe\u7f6ecuda\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf":40,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":50,"\u53bb\u8fc7":46,"\u53c2\u6570":[3,7,8,9,10,11,12,13,15,28,51,56,62,66,68,74],"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":35,"\u53c2\u6570\u521d\u59cb\u5316\u8def\u5f84":73,"\u53c2\u6570\u5373\u53ef":74,"\u53c2\u6570\u540d":68,"\u53c2\u6570\u6570\u91cf":70,"\u53c2\u6570\u670d\u52a1\u5668":56,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":57,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":57,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":57,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":57,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":57,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":35,"\u53c2\u6570\u6982\u8ff0":58,"\u53c2\u6570\u7684\u89e3\u6790":62,"\u53c2\u6570\u7ef4\u5ea6":66,"\u53c2\u6570\u884c":66,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":46,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":49,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":50,"\u53c2\u8003":[26,28,60],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":54,"\u53c2\u8003\u6587\u732e":75,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":46,"\u53c2\u8003\u955c\u50cf\u7684":62,"\u53c8":46,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":45,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":35,"\u53ca":51,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":49,"\u53cc\u5411\u9a8c\u8bc1":26,"\u53cc\u5c42":48,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":46,"\u53cc\u5c42\u5e8f\u5217":45,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":45,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":46,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":45,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":48,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":45,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":45,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":46,"\u53cc\u5c42rnn":48,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":46,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":46,"\u53cc\u8fdb\u5355\u51fa":48,"\u53cc\u8fdb\u53cc\u51fa":48,"\u53cd\u4e4b\u5219":73,"\u53cd\u5411\u4f20\u64ad":51,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":51,"\u53d1\u5e03":38,"\u53d1\u5e03\u5230dockerhub":32,"\u53d1\u5e03\u5230github":32,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":35,"\u53d1\u884c\u548c\u7ef4\u62a4":50,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":57,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230cuda\u5de5\u5177\u94fe":37,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230gtest":37,"\u53d6\u51b3\u4e8e\u662f\u5426\u5bfb\u627e\u5230swig":37,"\u53d8\u6362\u77e9\u9635":51,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":3,"\u53e3\u5934":46,"\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7684\u7528\u6237\u624d\u88ab\u5305\u542b\u5728\u6570\u636e\u96c6\u4e2d":71,"\u53e5\u5b50":74,"\u53e5\u5b50\u4e2d\u7684\u7ec4\u5757\u5c06\u4f1a\u626e\u6f14\u67d0\u4e9b\u8bed\u4e49\u89d2\u8272":73,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":70,"\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":74,"\u53e6\u4e00\u4e2a\u597d\u5904\u662f\u6211\u4eec\u53ef\u4ee5\u628apaddlepaddle\u5bb9\u5668\u8fd0\u884c\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a":38,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":54,"\u53e6\u4e00\u4e2a\u662f\u521b\u5efadockerfile\u5e76\u8fd0\u884cdock":38,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":35,"\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884cpython":38,"\u53e6\u4e00\u65b9\u9762":74,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":59,"\u53e6\u5916":46,"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":68,"\u53ea\u4f5c\u4e3aread":48,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":57,"\u53ea\u5141\u8bb8\u6574\u6570\u7684\u661f\u7ea7":71,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":37,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":68,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":46,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":70,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":3,"\u53ea\u662f\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":38,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":29,"\u53ea\u6709":46,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":66,"\u53ea\u6709\u542b\u6709\u4eba":71,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":57,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":48,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":59,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":28,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":46,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":35,"\u53ea\u8981\u5728docker\u91cc\u542f\u52a8paddlepaddle\u7684\u65f6\u5019\u7ed9\u5b83\u4e00\u4e2a\u540d\u5b57":38,"\u53ea\u8bfbmemory\u8f93\u5165":48,"\u53ea\u9488\u5bf9\u5185\u5b58":35,"\u53ea\u9700\u4e2d\u65ad":55,"\u53ea\u9700\u4f7f\u7528":55,"\u53ea\u9700\u5220\u9664\u6700\u540e\u4e00\u884c\u4e2d\u7684\u6ce8\u91ca\u5e76\u628a":74,"\u53ea\u9700\u5728linux\u4e0b\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4":75,"\u53ea\u9700\u7528\u4f60\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":55,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":3,"\u53ea\u9700\u8981":49,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":3,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":3,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ea\u9700\u8981\u7b80\u5355\u5730\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":75,"\u53ea\u9700\u8981\u7b80\u5355\u7684\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef":72,"\u53ea\u9700\u8981\u8fd0\u884c":72,"\u53ef\u4ee5":[46,50,55],"\u53ef\u4ee5\u4ee5\u540e\u53f0\u8fdb\u7a0b\u65b9\u5f0f\u8fd0\u884c\u5bb9\u5668":38,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":35,"\u53ef\u4ee5\u4f7f\u7528":35,"\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4":40,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":35,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":57,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":62,"\u53ef\u4ee5\u4f7f\u7528python\u7684":5,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":35,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":61,"\u53ef\u4ee5\u53c2\u7167\u4e0b\u9762\u7684\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5":67,"\u53ef\u4ee5\u53c2\u8003":[46,49,50,60,62,75],"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":66,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":41,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":54,"\u53ef\u4ee5\u5728":38,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":28,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":62,"\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u9664\u6b67\u4e49":73,"\u53ef\u4ee5\u5728\u7f51\u7ad9\u4e0a\u627e\u5230":73,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":50,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":60,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":3,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":60,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":48,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":54,"\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3":38,"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":52,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":46,"\u53ef\u4ee5\u6309\u5982\u4e0b\u7684\u7ed3\u6784\u6765\u51c6\u5907\u6570\u6910":74,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[45,48],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":48,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":51,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":48,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":48,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":57,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u67e5\u770b":62,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":61,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":59,"\u53ef\u4ee5\u7528":26,"\u53ef\u4ee5\u7528\u4e8e\u4ece\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7dcifar":67,"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":60,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":5,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":50,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":54,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":45,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":54,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":32,"\u53ef\u4ee5\u7f16\u5199":38,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":35,"\u53ef\u4ee5\u8bbe\u7f6e":[43,44,67],"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":41,"\u53ef\u4ee5\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u751f\u6210":72,"\u53ef\u4ee5\u8fd0\u884c\u811a\u672ctrain":67,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":59,"\u53ef\u4ee5\u901a\u8fc7":[50,60],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":49,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":5,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":70,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":59,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":70,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":62,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":35,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":35,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":54,"\u53ef\u8bbe\u7f6e":43,"\u53ef\u9009":[3,51],"\u53f3\u8fb9\u662f":68,"\u5403":46,"\u5403\u996d":46,"\u5404\u65b9\u9762":46,"\u5404\u9879\u53c2\u6570\u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u53c2\u6570\u76f8\u5173\u6587\u6863\u4e2d\u627e\u5230":67,"\u5408":46,"\u5408\u5e76":75,"\u5408\u5e76\u6bcf\u4e2a":75,"\u5408\u7406":46,"\u540c\u65f6":[35,54],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":37,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":35,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":50,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":48,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":70,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":68,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":70,"\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":54,"\u540c\u65f6\u518d\u5c06":32,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":3,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":35,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":35,"\u540c\u65f6\u6211\u4eec\u5e0c\u671b\u5e7f\u5927\u5f00\u53d1\u8005\u79ef\u6781\u63d0\u4f9b\u53cd\u9988\u548c\u8d21\u732e\u6e90\u4ee3\u7801":0,"\u540c\u65f6\u63d0\u8d77":32,"\u540c\u65f6\u6b22\u8fce\u8d21\u732e\u66f4\u591a\u7684\u5b89\u88c5\u5305":39,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":59,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":35,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":3,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":5,"\u540c\u6837":41,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":57,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":48,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":57,"\u540d\u5b57\u4fee\u9970":28,"\u540d\u79f0":70,"\u540e":[35,37,43,44,50,62,74],"\u540e\u5411\u4f20\u64ad":51,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":51,"\u540e\u9762\u8fde\u5168\u8fde\u63a5\u5c42\u548csoftmax\u5c42":74,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411\u91cfenable_parallel_vector":56,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":32,"\u5426":37,"\u5426\u5219":[2,43,44,55,72],"\u5426\u5219\u4f1a\u628a":50,"\u5426\u5219\u4f60\u9700\u8981\u81ea\u5df1\u4e0b\u8f7d":75,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":57,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":57,"\u5426\u5219\u4f7f\u7528gpu":59,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":49,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":28,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":55,"\u5426\u5b9a":73,"\u542b\u4e49":[68,74],"\u542b\u6709":71,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":51,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":51,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":51,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":62,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":57,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":57,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":57,"\u5440":46,"\u544a\u8bc9paddle\u54ea\u4e2a\u6587\u4ef6\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":72,"\u544a\u8bc9paddle\u5c06\u6a21\u578b\u4fdd\u5b58\u5728":72,"\u5468\u56f4":46,"\u547d\u4ee4":55,"\u547d\u4ee4\u4e3a":[35,61],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":61,"\u547d\u4ee4\u5220\u9664":[43,44],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":37,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":70,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":70,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":37,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":55,"\u547d\u540d\u4e3a":50,"\u547d\u540d\u7a7a\u95f4":60,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":60,"\u548c":[20,28,29,32,35,36,37,43,44,46,49,50,51,52,54,55,59,60,66,67,70,72,75],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":46,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[3,41],"\u548c\u4e2d\u6587\u6587\u6863":52,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":35,"\u548c\u504f\u7f6e\u5411\u91cf":51,"\u548c\u533a\u57df\u6807\u8bb0":73,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":45,"\u548c\u5728":3,"\u548c\u5bf9\u8c61\u5b58\u50a8api":60,"\u548c\u5dee\u8bc4":70,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":45,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":49,"\u548c\u68af\u5ea6\u622a\u65ad":70,"\u548c\u6a21\u578b\u8def\u5f84":74,"\u548c\u771f\u5b9e":36,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":46,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u548c\u7b2c6\u884c\u7684":75,"\u548c\u90e8\u5206layer":48,"\u548cadam\u5b66\u4e60\u65b9\u6cd5":75,"\u548cargument":73,"\u548ccudnn":40,"\u548cpool":45,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":68,"\u54c1\u8d28":46,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u54ea\u4e9b\u4e0d\u662f":46,"\u5546\u52a1":46,"\u554a":46,"\u559c\u5267\u7247":71,"\u5668":70,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[3,41],"\u56de\u5f52\u8bef\u5dee\u4ee3\u4ef7\u5c42":36,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":51,"\u56e0\u4e3a\u5355\u4e2a\u8c13\u8bcd\u4e0d\u80fd\u7cbe\u786e\u5730\u63cf\u8ff0\u8c13\u8bcd\u4fe1\u606f":73,"\u56e0\u4e3a\u53c2\u6570":59,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":49,"\u56e0\u4e3a\u5b83\u6bd4":49,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":62,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":60,"\u56e0\u4e3a\u8be5\u6587\u4ef6\u53ef\u9002\u7528\u4e8e\u9884\u6d4b":67,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3adocker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":38,"\u56e0\u4e3apaddlepaddle\u7684v2":52,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":35,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":28,"\u56e0\u6b64":[2,3,46,48,51],"\u56e0\u6b64\u4f7f\u7528":3,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":46,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":66,"\u56e0\u6b64\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u53d1\u751f":71,"\u56e0\u6b64\u5982\u679c\u8fd9\u4e2a\u811a\u672c\u8fd0\u884c\u5931\u8d25":67,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":46,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":51,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":3,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":56,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":68,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":35,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":3,"\u56e2\u8d2d\u7f51\u7ad9":74,"\u56fe":[68,74],"\u56fe2\u662f\u53cc\u5411lstm\u7f51\u7edc":74,"\u56fe3\u662f\u4e09\u5c42lstm\u7ed3\u6784":74,"\u56fe\u50cf\u5206\u7c7b":[32,69],"\u56fe\u50cf\u5927\u5c0f\u4e3a3":68,"\u56fe\u50cf\u63cf\u8ff0":75,"\u56fe\u7247\u5206\u4e3a10\u7c7b":67,"\u56fe\u7684\u5e95\u90e8\u662fword":74,"\u56fe\u8868":[38,74],"\u5728":[3,29,32,40,45,46,49,50,55,68,70,71,73],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":61,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":51,"\u5728\u4e00\u4e2a\u5468\u671f\u5185\u6d4b\u8bd5\u6240\u6709\u6570\u636e":73,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":57,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":46,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":61,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":70,"\u5728\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d":67,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":60,"\u5728\u4e4b\u540e\u7684":35,"\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":75,"\u5728\u4f7f\u7528\u5b83\u4e4b\u524d\u8bf7\u5b89\u88c5paddlepaddle\u7684python":74,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":41,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":51,"\u5728\u51c6\u5907\u53d1\u8d77":50,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u51fd\u6570":62,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":57,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":57,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":46,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":57,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":57,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":46,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":35,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":46,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":60,"\u5728\u542f\u52a8job\u4e4b\u524d":62,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":50,"\u5728\u56fd\u5185":38,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":3,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":57,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":41,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":41,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":29,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":62,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":62,"\u5728\u5c42\u4e2d\u6307\u5b9a":59,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":48,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":[20,67],"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":29,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":51,"\u5728\u5f97\u5230":62,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":49,"\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d":74,"\u5728\u63d0\u4ea4":50,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":41,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":70,"\u5728\u6587\u4ef6":72,"\u5728\u6709\u65b0\u7684\u5355\u8bcd\u6765\u4e34\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u5185":74,"\u5728\u672c\u4f8b\u4e2d":[46,50,59],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":3,"\u5728\u672c\u6559\u7a0b\u4e2d":[49,67],"\u5728\u672c\u6587\u4e2d":55,"\u5728\u672c\u6587\u4e2d\u4f7f\u7528\u7684":55,"\u5728\u672c\u6587\u6863\u4e2d":26,"\u5728\u672c\u6f14\u793a\u4e2d":74,"\u5728\u672c\u793a\u4f8b\u4e2d":[46,74],"\u5728\u672c\u8282\u4e2d":49,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":57,"\u5728\u6837\u4f8b\u4e2d":29,"\u5728\u6a21\u578b\u6587\u4ef6\u7684":55,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":70,"\u5728\u6b64":[0,56,59],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":70,"\u5728\u6b64\u611f\u8c22":66,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":49,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":46,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":49,"\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":62,"\u5728\u6bcf\u8bad\u7ec3":72,"\u5728\u6d4b\u8bd5\u9636\u6bb5":57,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":68,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":50,"\u5728\u6f14\u793a\u4e2d":73,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":60,"\u5728\u751f\u6210\u65f6":49,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d":75,"\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":75,"\u5728\u7528\u6237\u4f7f\u7528c":29,"\u5728\u7528\u6237\u6587\u4ef6user":72,"\u5728\u7528\u6237\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0":43,"\u5728\u7535\u5f71\u6587\u4ef6movi":72,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528attention\u7248\u672c\u7684gru\u7f16\u89e3\u7801\u7f51\u7edc":75,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u4f7f\u7528sgd\u8bad\u7ec3\u7b97\u6cd5":75,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u751f\u6210\u6570\u636e":75,"\u5728\u793a\u4f8b\u4e2d\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e":75,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":5,"\u5728\u7b2c\u4e00\u884c\u4e2d\u6211\u4eec\u8f7d\u5165\u7528\u4e8e\u5b9a\u4e49\u7f51\u7edc\u7684\u51fd\u6570":67,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u7ec4\u5408\u65f6":41,"\u5728\u7f16\u8bd1\u5b89\u88c5\u6b63\u786e\u4e4b\u540e":52,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[43,44],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":51,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":3,"\u5728\u7ffb\u8bd1\u6cd5\u8bed\u53e5\u5b50\u4e4b\u524d":75,"\u5728\u811a\u672c":72,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":45,"\u5728\u8bad\u7ec3\u4e2d":49,"\u5728\u8bad\u7ec3\u4e4b\u524d":62,"\u5728\u8bad\u7ec3\u4e86":72,"\u5728\u8bad\u7ec3\u4e86\u51e0\u4e2a\u8f6e\u6b21\u4ee5\u540e":72,"\u5728\u8bad\u7ec3\u5b8c\u6210\u540e":67,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":66,"\u5728\u8bad\u7ec3\u65f6":61,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":[62,75],"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":57,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":2,"\u5728\u8bbe\u7f6e":[43,44],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":32,"\u5728\u8be5\u914d\u7f6e\u76847":46,"\u5728\u8bed\u8a00\u751f\u6210\u9886\u57df\u4e2d":75,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":70,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":54,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":48,"\u5728\u8fd0\u884c":74,"\u5728\u8fd9\u4e2a":32,"\u5728\u8fd9\u4e2a\u4efb\u52a1\u4e2d":75,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d":[36,74],"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[51,61],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":46,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":54,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":49,"\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d":73,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":32,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":29,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":29,"\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d":72,"\u5728\u8fd9\u4e9blayer\u4e2d":46,"\u5728\u8fd9\u6b65\u4efb\u52a1\u4e2d":74,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[49,51],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":48,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":61,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":62,"\u5728\u8fd9\u91cc":48,"\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":51,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":41,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":3,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":68,"\u5728\u91c7\u7528sgd":35,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":59,"\u5728\u9884\u5904\u7406\u542b\u6709\u591a\u884c\u6570\u6910\u7684\u6587\u672c\u6587\u4ef6\u65f6\u53c2\u6570\u8bbe\u7f6e\u7a0d\u6709\u4e0d\u540c":74,"\u5728\u9884\u6d4b\u5e8f\u5217\u6216\u6bb5\u843d\u7684\u60c5\u611f\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528":74,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":43,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":43,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":60,"\u5728c":28,"\u5728c\u7684\u5934\u6587\u4ef6":28,"\u5728cub":67,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":3,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":60,"\u5728linux\u4e0b":75,"\u5728meta\u6587\u4ef6\u4e2d\u6709\u4e24\u79cd\u7279\u5f81":72,"\u5728movielen":72,"\u5728paddl":62,"\u5728paddle\u4e2d":59,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":20,"\u5728paddlepaddle\u4e2d":[41,48],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":46,"\u5728paddlepaddle\u91cc":36,"\u5728paramet":19,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":48,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":48,"\u5728trainer":59,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":2,"\u5730\u6bb5":46,"\u5730\u7406\u4f4d\u7f6e":46,"\u5730\u94c1\u7ad9":46,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":29,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":68,"\u5747\u5300\u5206\u5e03":35,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":57,"\u5747\u662f\u5728":29,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":46,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":46,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":48,"\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165\u7279\u5f81":72,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":26,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":5,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[4,70],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":3,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":42,"\u57fa\u672c\u76f8\u540c":66,"\u586b\u5199":50,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":61,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":59,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":51,"\u58f0\u660epython\u6570\u636e\u6e90":72,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":54,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":70,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":48,"\u5904\u7406\u76f8\u4f3c\u5ea6\u56de\u5f52":72,"\u5904\u7406\u8fc7\u7a0b\u4e2d\u6570\u636e\u5b58\u50a8\u683c\u5f0f":67,"\u5907\u6ce8":54,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":54,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":46,"\u5916\u5c42outer_step\u4e2d":46,"\u591a\u4e2a\u503c":20,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":70,"\u591a\u4e2aparamet":19,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":48,"\u591a\u673a\u8bad\u7ec3":35,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":3,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":48,"\u5927\u578b\u7535\u5f71\u8bc4\u8bba\u6570\u636e\u96c6":74,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":51,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":51,"\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":73,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":51,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":28,"\u5927\u5b66\u751f":71,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":38,"\u5927\u5c0f":55,"\u5929":46,"\u5929\u4e00\u5e7f\u573a":46,"\u5929\u4e00\u9601":46,"\u5929\u732b":74,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":51,"\u5934\u6587\u4ef6\u5982\u4e0b":51,"\u5947\u5e7b\u7247":71,"\u597d":46,"\u597d\u5403":46,"\u597d\u8bc4":70,"\u5982":[3,49,50,55,59],"\u59822":55,"\u5982\u4e0b":[3,72,74],"\u5982\u4e0b\u56fe\u6240\u793a":[46,54,67],"\u5982\u4e0b\u6240\u793a":[59,68,72],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":5,"\u5982\u4e0b\u8868\u683c":70,"\u5982\u4f55":72,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":3,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":2,"\u5982\u4f55\u8d21\u732e":53,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":53,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":70,"\u5982\u4fe1\u606f\u63d0\u53d6":73,"\u5982\u56fe2\u6240\u793a":74,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u5f62\u5bb9\u8bcd\u548c\u526f\u8bcd":74,"\u5982\u60f3\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u7684\u89e3\u91ca":75,"\u5982\u672c\u4f8b\u4e2d":3,"\u5982\u672c\u4f8b\u7684":3,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":51,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":68,"\u5982\u679c\u4e0d\u4e3a0":57,"\u5982\u679c\u4e0d\u4e86\u89e3":3,"\u5982\u679c\u4e0d\u5207\u8bcd":70,"\u5982\u679c\u4e0d\u6536\u655b":35,"\u5982\u679c\u4e0d\u662f\u5e8f\u5217":72,"\u5982\u679c\u4e3a":3,"\u5982\u679c\u4e3a0":57,"\u5982\u679c\u4e3afals":57,"\u5982\u679c\u4e3atrue":[3,57],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":37,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":50,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":57,"\u5982\u679c\u4f60\u4e0d\u9700\u8981\u8fd9\u4e2a\u64cd\u4f5c":74,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":49,"\u5982\u679c\u4f60\u5b89\u88c5gpu\u7248\u672c\u7684paddlepaddl":74,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":59,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":57,"\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u8bf8\u5982\u8bed\u4e49\u8f6c\u8ff0":75,"\u5982\u679c\u4f60\u6267\u884c\u5176\u5b83\u7684\u7528\u60c5\u611f\u5206\u6790\u6765\u5206\u7c7b\u6587\u672c\u7684\u4efb\u52a1":74,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[43,44],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":49,"\u5982\u679c\u4f60\u6ca1\u6709gpu\u73af\u5883":67,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":51,"\u5982\u679c\u4f7f\u7528":[55,66],"\u5982\u679c\u4f7f\u7528gpu\u7248\u672c\u7684paddlepaddl":40,"\u5982\u679c\u4f7f\u7528nvidia":38,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":60,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":28,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":35,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":35,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":66,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":57,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":57,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":57,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":35,"\u5982\u679c\u5931\u8d25":32,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5b83\u4f4d\u4e8e\u8c13\u8bcd\u4e0a\u4e0b\u6587\u533a\u57df\u4e2d":73,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":35,"\u5982\u679c\u5df2\u5b89\u88c5":73,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":62,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u5f00\u542f\u4f1a\u5bfc\u81f4\u8fd0\u884c\u7565\u6162":37,"\u5982\u679c\u60a8":38,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":38,"\u5982\u679c\u60a8\u6709\u597d\u7684\u5efa\u8bae\u6765":72,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":54,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":3,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":54,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":54,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":46,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":54,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":54,"\u5982\u679c\u6267\u884c\u5931\u8d25":60,"\u5982\u679c\u6267\u884c\u6210\u529f":68,"\u5982\u679c\u63d0\u793a\u6b63\u786e":52,"\u5982\u679c\u63d0\u793a\u9519\u8bef":52,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":2,"\u5982\u679c\u6570\u6910\u83b7\u53d6\u6210\u529f":74,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":60,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u662f\u5e8f\u5217":72,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":48,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":48,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":2,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":50,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":32,"\u5982\u679c\u672a\u8bbe\u7f6e":57,"\u5982\u679c\u672a\u8bbe\u7f6egpu":59,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":29,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":29,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":29,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":54,"\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":57,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":48,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e":75,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":2,"\u5982\u679c\u6ca1\u8fc7":50,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":57,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":3,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":66,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":35,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":28,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":54,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":55,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":35,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":51,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":49,"\u5982\u679c\u8981\u4f7f\u7528\u53cc\u5411lstm":74,"\u5982\u679c\u8981\u4f7f\u7528gpu":38,"\u5982\u679c\u8981\u542f\u7528gpu":55,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":50,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":50,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":35,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u542f\u52a8\u6210\u529f\u7684\u8bdd":72,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":35,"\u5982\u679c\u8bbe\u7f6e":3,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":57,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":50,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":28,"\u5982\u679c\u8f93\u51fa\u662fno":38,"\u5982\u679c\u8fd0\u884c":35,"\u5982\u679c\u8fd0\u884c\u6210\u529f":[68,74],"\u5982\u679c\u96c6\u7fa4\u8282\u70b9\u6570\u91cf\u5c11":55,"\u5982\u679c\u9700\u8981\u5305\u542b\u66f4\u591a\u7684\u4f9d\u8d56":38,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":51,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":51,"\u5982\u679clearning_rate\u592a\u5927":35,"\u5982\u679clearning_rate\u592a\u5c0f":35,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":35,"\u5982\u679cparamet":19,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":50,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":35,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":50,"\u5982\u9ad8\u4eae\u90e8\u5206":54,"\u5b50":46,"\u5b50\u53e5":48,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":48,"\u5b57\u5178":75,"\u5b57\u5178\u4f1a\u5305\u542b\u8f93\u5165\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u5355\u8bcd":75,"\u5b57\u5178\u5171\u5305\u542b":66,"\u5b57\u5178\u6587\u4ef6":[73,74],"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":66,"\u5b57\u5178imdb":74,"\u5b57\u6bb5\u4e2d":62,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":62,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":62,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b58\u50a8\u5377":60,"\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":74,"\u5b58\u50a8\u6a21\u578b\u7684\u8def\u5f84":75,"\u5b58\u50a8\u7740\u7535\u5f71\u6216\u7528\u6237\u4fe1\u606f":72,"\u5b58\u5165settings\u5bf9\u8c61":3,"\u5b58\u5728\u6216\u66f4\u6539\u4e3a\u5176\u5b83\u6a21\u578b\u8def\u5f84":74,"\u5b66\u4e60\u6210\u672c\u9ad8":28,"\u5b66\u4e60\u7b97\u6cd5":36,"\u5b66\u672f":71,"\u5b81\u6ce2":46,"\u5b83\u4e0d\u4ec5\u80fd\u591f\u5904\u7406imdb\u6570\u636e":74,"\u5b83\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4f5c\u4e3a\u7f51\u7edc\u7684\u51fa\u53e3":36,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b83\u4eec\u8fd8\u53ef\u4ee5\u4f9b\u90a3\u4e9b\u8fd0\u884c\u66f4\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":55,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":3,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":68,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":51,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":51,"\u5b83\u5305\u542b\u56db\u4e2a\u7248\u672c":40,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":3,"\u5b83\u5305\u62ec\u4e86\u4e00\u4e2a\u53cc\u5411\u7684gru\u4f5c\u4e3a\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668":75,"\u5b83\u53eb\u505a":49,"\u5b83\u53ef\u4ee5\u5728\u53e5\u5b50\u7ea7\u522b\u5229\u7528\u53ef\u6269\u5c55\u7684\u4e0a\u4e0b\u6587":74,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":55,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":50,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":54,"\u5b83\u53ef\u4ee5\u88ab\u5e94\u7528\u4e8e\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1":75,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":51,"\u5b83\u540c\u65f6\u5b66\u4e60\u6392\u5217":75,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":3,"\u5b83\u5b58\u50a8\u5f53\u524d\u8282\u70b9\u6240\u6709\u8bad\u7ec3":55,"\u5b83\u5b9a\u4e49\u4e86":49,"\u5b83\u5b9a\u4e49\u4e86\u6a21\u578b\u53c2\u6570\u6539\u53d8\u7684\u89c4\u5219":36,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":49,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":55,"\u5b83\u5c06\u8f93\u5165\u8bed\u53e5\u7f16\u7801\u4e3a\u5411\u91cf\u7684\u5e8f\u5217":75,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":68,"\u5b83\u5c31\u4f1a\u5728\u6e90\u8bed\u53e5\u4e2d\u641c\u7d22\u51fa\u6700\u76f8\u5173\u4fe1\u606f\u7684\u4f4d\u7f6e\u7684\u96c6\u5408":75,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":51,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":46,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":46,"\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":55,"\u5b83\u6a21\u62df\u4e86\u89e3\u7801\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5728\u6e90\u8bed\u53e5\u4e2d\u7684\u641c\u7d22":75,"\u5b83\u7684":49,"\u5b83\u7684\u6536\u655b\u901f\u5ea6\u6bd4":74,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":45,"\u5b83\u7684\u76ee\u7684\u662f\u9884\u6d4b\u5728\u4e00\u4e2a\u5e8f\u5217\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u6001\u5ea6":74,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":51,"\u5b83\u76f4\u63a5\u5b66\u4e60\u6bb5\u843d\u8868\u793a":74,"\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":74,"\u5b83\u8bfb\u5165\u6570\u636e\u5e76\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u63a5\u4e0b\u6765\u7684\u7f51\u7edc\u5c42":36,"\u5b83\u8fd4\u56degen":75,"\u5b83\u8fd4\u56detrain":75,"\u5b83\u9700\u8981\u5728\u8fd9\u91cc\u6307\u5b9a":74,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":51,"\u5b89\u6392":46,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":42,"\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u5730\u5740\u662f":40,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":29,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":52,"\u5b89\u88c5\u5b8c\u6210\u540e":40,"\u5b89\u88c5\u6587\u6863":41,"\u5b89\u88c5\u6d41\u7a0b":70,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":5,"\u5b89\u88c5paddlepaddl":70,"\u5b89\u88c5pillow":67,"\u5b89\u9759":46,"\u5b8c\u6210":50,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":26,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":48,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":62,"\u5b8c\u6210\u5f00\u53d1":38,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":45,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":41,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":35,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":5,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":51,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":49,"\u5b98\u65b9\u6587\u6863":37,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":48,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":3,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":48,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u6570\u636e\u69fd":73,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784":67,"\u5b9a\u4e49\u4e86\u7f51\u7edc\u7ed3\u6784\u5e76\u4fdd\u5b58\u4e3a":36,"\u5b9a\u4e49\u5728\u5916\u5c42":48,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":57,"\u5b9a\u4e49\u6570\u636e\u6765\u6e90":36,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":49,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":49,"\u5b9a\u4e49\u8bad\u7ec3\u6570\u6910\u548c\u6d4b\u8bd5\u6570\u6910\u63d0\u4f9b\u8005":74,"\u5b9a\u4e49\u8f93\u5165\u6570\u636e\u7684\u7c7b\u578b":36,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":49,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":49,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":41,"\u5b9e\u4f8b\u5982\u4e0b":73,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":46,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":51,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":49,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":51,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":3,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":51,"\u5b9e\u73b0\u7b80\u5355":28,"\u5b9e\u73b0\u7ec6\u8282":51,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":51,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":51,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":48,"\u5b9e\u73b0\u8be5\u5c42\u7684c":51,"\u5b9e\u9645\u4e0a\u53ea\u6709":68,"\u5b9e\u9645\u4e0a\u662fcsv\u6587\u4ef6":71,"\u5ba2\u6237":46,"\u5ba2\u6237\u670d\u52a1":71,"\u5bb6":46,"\u5bb9\u5668":60,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":60,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":62,"\u5bbf\u4e3b\u673a\u662flinux":44,"\u5bbf\u4e3b\u673a\u7684c":[43,44],"\u5bbf\u4e3b\u673a\u76ee\u5f55":60,"\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":54,"\u5bf9":46,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[3,41],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[3,41],"\u5bf9\u4e8e":49,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":28,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":46,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":3,"\u5bf9\u4e8e\u5355\u5c42rnn":46,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":46,"\u5bf9\u4e8e\u53cc\u5c42rnn":46,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":28,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":46,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":28,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":28,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":51,"\u5bf9\u4e8e\u6811\u7684\u6bcf\u4e00\u5c42":75,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":46,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":46,"\u5bf9\u4e8e\u6bcf\u4f4d\u7528\u6237":72,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":29,"\u5bf9\u4e8e\u6bcf\u79cdc":29,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":70,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":49,"\u5bf9\u4e8eamazon":70,"\u5bf9\u4e8erasspberri":44,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":54,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":51,"\u5bf9\u56fe\u7247\u8fdb\u884c\u9884\u5904\u7406":67,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":50,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":48,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":48,"\u5bf9\u5e94\u4e8e\u5b57\u5178":66,"\u5bf9\u5e94\u7684":3,"\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u7684\u57fa\u672c\u547d\u4ee4\u662f":75,"\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":70,"\u5bf9\u6587\u6863\u5904\u7406\u540e\u5f62\u6210\u7684\u5355\u8bcd\u5411\u91cf":74,"\u5bf9\u673a\u5668\u7ffb\u8bd1\u7684\u4eba\u5de5\u8bc4\u4f30\u5de5\u4f5c\u5f88\u5e7f\u6cdb\u4f46\u4e5f\u5f88\u6602\u8d35":75,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":51,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":51,"\u5bf9\u6bd4":28,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":51,"\u5bf9\u7528\u6237\u6765\u8bf4":3,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":3,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":50,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":50,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":70,"\u5bf9\u8c61":35,"\u5bf9\u8c61\u5b58\u50a8\u4e3a\u6587\u4ef6":72,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":29,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":48,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":32,"\u5bf9\u9762":46,"\u5bf9check":3,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[3,41],"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":29,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":35,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":35,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":35,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":35,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":35,"\u5c01\u88c5\u4e86":54,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":51,"\u5c06":[3,32,35,54,70],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u4e0a\u4e00\u65f6\u95f4\u6b65\u6240\u751f\u6210\u7684\u8bcd\u7684\u5411\u91cf\u6765\u4f5c\u4e3a\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u5165":49,"\u5c06\u4ed6\u4eec\u79fb\u52a8\u5230\u76ee\u5f55":72,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":43,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":57,"\u5c06\u5176\u8bbe\u7f6e\u6210":35,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":46,"\u5c06\u542b\u6709\u5b50\u53e5":48,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u5c06\u56fe\u7247\u6309\u7167\u4e0a\u8ff0\u7ed3\u6784\u5b58\u50a8\u597d\u4e4b\u540e":67,"\u5c06\u5728":67,"\u5c06\u5728\u8fd0\u884c\u65f6\u62a5\u9519":55,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":60,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":46,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":57,"\u5c06\u5927\u91cf\u7684":28,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":35,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":49,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":66,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":3,"\u5c06\u6570\u636e\u8f6c\u6362\u4e3apaddle\u7684\u683c\u5f0f":67,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":32,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":51,"\u5c06\u65e5\u5fd7\u5199\u5165\u6587\u4ef6":72,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":50,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":3,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":62,"\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":75,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":62,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":62,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":3,"\u5c06\u88ab\u5206\u4e3a":66,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":62,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":70,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":55,"\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":46,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":50,"\u5c06\u900f\u660e":55,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":62,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":32,"\u5c11\u4e8e5":55,"\u5c1a\u53ef":46,"\u5c31":46,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":3,"\u5c31\u53ef\u4ee5\u518d\u8fd0\u884c\u53e6\u4e00\u4e2anginx":38,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":3,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":60,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":35,"\u5c31\u662f":46,"\u5c31\u662f\u6a21\u578b\u7684\u53c2\u6570":36,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":54,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":70,"\u5c31\u8fd9\u4e48\u7b80\u5355":38,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":54,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":28,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":38,"\u5c3a\u5bf8":68,"\u5c40\u90e8\u5173\u8054\u6027\u8d28\u548c\u7a7a\u95f4\u4e0d\u53d8\u6027\u8d28":67,"\u5c42\u540e\u5f97\u5230\u6df1\u5ea6":73,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":51,"\u5c42\u6743\u91cd":68,"\u5c42\u6b21\u5316\u7684rnn":48,"\u5c42\u7279\u5f81":68,"\u5c42\u7684\u540d\u79f0\u4e0e":49,"\u5c42\u7684\u5927\u5c0f":51,"\u5c42\u7684\u7279\u5f81":68,"\u5c42\u7684\u7c7b\u578b":51,"\u5c42\u7684\u8f93\u5165":73,"\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u4e2a":73,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":49,"\u5c42\u7ec4\u6210\u4e00\u5bf9":73,"\u5c45\u7136":46,"\u5c55\u793a\u4e86\u4e00\u79cd\u65b9\u6cd5":75,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":70,"\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u6bcf\u4e2a\u7279\u5f81\u6620\u5c04\u5230\u4e00\u4e2a\u5411\u91cf":72,"\u5c5e\u6027":73,"\u5d4c\u5165\u5c42":72,"\u5d4c\u5165\u7279\u5f81\u5b57\u5178":72,"\u5d4c\u5165\u7f16\u53f7\u4f1a\u6839\u636e\u5355\u8bcd\u6392\u5e8f":72,"\u5de5\u4f5c\u6a21\u5f0f":57,"\u5de5\u4f5c\u7a7a\u95f4":55,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":55,"\u5de5\u4f5c\u7a7a\u95f4\u6839\u76ee\u5f55":55,"\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55\u7684\u5de5\u4f5c\u7a7a\u95f4":55,"\u5de5\u4f5c\u7a7a\u95f4\u914d\u7f6e":55,"\u5de5\u5177":74,"\u5de5\u5177\u4e2d\u7684\u811a\u672c":74,"\u5de5\u5177\u6765\u7ba1\u7406":50,"\u5de5\u5177\u94fe\u7684android":43,"\u5de5\u7a0b\u5e08":71,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":68,"\u5de6\u8fb9\u662f":68,"\u5dee\u8bc4":70,"\u5df2\u6253\u5f00":50,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":57,"\u5df2\u7ecf\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u8fd9\u4e24\u4e2a\u6587\u4ef6":55,"\u5e02\u573a":71,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":54,"\u5e0c\u671b\u80fd\u8ba9\u6211\u4eec\u77e5\u6653":72,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":48,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":48,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":45,"\u5e38\u5e38\u51fa\u73b0":35,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":70,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":60,"\u5e72\u51c0":46,"\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":66,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e73\u5747\u7279\u5f81\u56fe\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":67,"\u5e74\u9f84":71,"\u5e74\u9f84\u4ece\u4e0b\u5217\u5217\u8868\u8303\u56f4\u4e2d\u9009\u53d6":71,"\u5e74\u9f84\u548c\u804c\u4e1a":72,"\u5e76\u4e0d\u4fdd\u8bc1":51,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":46,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":62,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":46,"\u5e76\u4e14":[3,49],"\u5e76\u4e14\u4f7f\u7528":29,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":46,"\u5e76\u4e14\u5206\u522b\u91cd\u547d\u540d\u6587\u4ef6\u540e\u7f00":75,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":59,"\u5e76\u4e14\u5305\u62ecunit":50,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":68,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":35,"\u5e76\u4e14\u540e\u7eed\u4ecd\u5728\u4e0d\u65ad\u6539\u8fdb":36,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":62,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":3,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":28,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":70,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":2,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":68,"\u5e76\u4e14\u5bf9\u7528\u6237\u7684\u7279\u5f81\u505a\u540c\u6837\u7684\u64cd\u4f5c":72,"\u5e76\u4e14\u5c06\u9884\u5904\u7406\u597d\u7684\u6570\u636e\u96c6\u5b58\u653e\u5728":75,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":41,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":26,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":26,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":35,"\u5e76\u4e14\u7b2c\u4e8c\u4e2a\u662f\u53cd\u5411lstm":74,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":50,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":28,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":50,"\u5e76\u4e14\u901a\u8fc7\u7ed9\u51fa\u5f53\u524d\u76ee\u6807\u5355\u8bcd\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":75,"\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":55,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":51,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":35,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":5,"\u5e76\u4f7f\u7528":73,"\u5e76\u4f7f\u7528\u4e86dropout":70,"\u5e76\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u5bf9\u56fe\u7247\u8fdb\u884c\u5206\u7c7b":67,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":50,"\u5e76\u521b\u5efaoptim":41,"\u5e76\u5220\u9664":32,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":51,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":49,"\u5e76\u5728\u7b14\u8bb0\u672c\u4e0a\u901a\u8fc7ssh\u4e0e\u5176\u8fde\u63a5":38,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":51,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":51,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":49,"\u5e76\u5c06\u5b83\u4eec\u6309\u7167\u542f\u53d1\u4ee3\u4ef7":75,"\u5e76\u5c06\u5b83\u4eec\u653e\u5728":75,"\u5e76\u5c06\u6bcf\u8f6e\u7684\u6a21\u578b\u7ed3\u679c\u5b58\u653e\u5728":36,"\u5e76\u5c06c":29,"\u5e76\u5c06develop\u548ctest\u6570\u636e\u5206\u522b\u653e\u5165\u4e0d\u540c\u7684\u6587\u4ef6\u5939":75,"\u5e76\u60f3\u4f7f\u7528gpu\u6765\u8bad\u7ec3\u8bbe\u7f6e\u4e3atru":74,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6307\u5b9abatch":75,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":3,"\u5e76\u6b22\u8fce\u60a8\u6765\u53c2\u4e0e\u8d21\u732e":74,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":28,"\u5e76\u7531":73,"\u5e76\u7ed9\u51fa\u5206\u7c7b\u7ed3\u679c":67,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":66,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[43,44],"\u5e76\u88ab\u53cd\u5411\u5904\u7406":73,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u89c2\u5bdf\u7ed3\u679c":54,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":50,"\u5e76\u8bbe\u7f6e":[40,55],"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":41,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":32,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":70,"\u5e8a\u4e0a\u7528\u54c1":46,"\u5e8a\u57ab":46,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":45,"\u5e8f\u5217\u5230\u5e8f\u5217":75,"\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":48,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":45,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":48,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":48,"\u5e8f\u5217\u7684\u5f00\u59cb":75,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":45,"\u5e8f\u5217\u7684\u7ed3\u5c3e":75,"\u5e8f\u5217\u7684\u7ed3\u675f":75,"\u5e93":55,"\u5e93\u7684\u8def\u5f84":55,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":49,"\u5e94\u7528\u6a21\u578b":70,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":50,"\u5e94\u8be5":46,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":49,"\u5e94\u8be5\u8bf4\u8c22\u8c22":50,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":35,"\u5e95\u5c42\u8fdb\u7a0b":55,"\u5efa\u7acb\u4e00\u4e2a":50,"\u5efa\u7acb\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a":0,"\u5efa\u8bae":[32,50],"\u5efa\u8bae\u5c06\u5176\u8bbe\u7f6e\u4e3a\u8f83\u5927":55,"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":57,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":29,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":50,"\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728docker\u5f00\u53d1\u955c\u50cf\u4e2d\u5f00\u53d1paddlepaddl":38,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":32,"\u5f00\u53d1\u8005\u7ed9paddlepaddle\u4ee3\u7801\u589e\u52a0\u7684\u6ce8\u91ca\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":52,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":32,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":32,"\u5f00\u53d1\u955c\u50cf":[38,50],"\u5f00\u53d1\u955c\u50cf\u5305\u542b\u4e86\u4ee5\u4e0b\u5de5\u5177":38,"\u5f00\u59cb":36,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f00\u59cb\u6807\u8bb0":49,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":70,"\u5f00\u59cb\u9636\u6bb5":54,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":56,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5f15\u5165lstm\u6a21\u578b\u4e3b\u8981\u662f\u4e3a\u4e86\u514b\u670d\u6d88\u5931\u68af\u5ea6\u7684\u95ee\u9898":74,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":3,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":49,"\u5f15\u7528":55,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":48,"\u5f3a\u70c8\u63a8\u8350":46,"\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528virtualenv\u6765\u521b\u9020\u4e00\u4e2a\u5e72\u51c0\u7684python\u73af\u5883":72,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":49,"\u5f53":59,"\u5f53\u4f20\u9012\u76f8\u540c\u7684\u6837\u672c\u6570\u65f6":74,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":51,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":3,"\u5f53\u524d\u5355\u8bcd\u5728\u76f8\u6bd4\u4e4b\u4e0b\u603b\u662f\u88ab\u5f53\u4f5c\u771f\u503c":75,"\u5f53\u524d\u5355\u8bcd\u662f\u89e3\u7801\u5668\u6700\u540e\u4e00\u6b65\u7684\u8f93\u51fa":75,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":49,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":51,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":46,"\u5f53\u524d\u8bc4\u4f30\u4e2d":75,"\u5f53\u524dbatch\u7684cost":75,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":70,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":70,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":32,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":57,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":57,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":60,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":62,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":57,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":70,"\u5f53\u6a21\u5f0f\u4e3a":57,"\u5f53\u7136":54,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":29,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":51,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":49,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":3,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":57,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":59,"\u5f53\u9700\u8981\u5feb\u901f\u6216\u8005\u9891\u7e41\u7684\u8bc4\u4f30\u65f6":75,"\u5f53classif":75,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":26,"\u5f62\u6210recurr":48,"\u5f62\u6210recurrent\u8fde\u63a5":48,"\u5f62\u72b6":68,"\u5f88":[46,70],"\u5f88\u591a":46,"\u5f88\u591a\u5f00\u53d1\u8005\u4f1a\u4f7f\u7528\u8fdc\u7a0b\u7684\u5b89\u88c5\u6709gpu\u7684\u670d\u52a1\u5668\u5de5\u4f5c":38,"\u5f88\u5b89\u9759":46,"\u5f88\u5e72\u51c0":46,"\u5f88\u65b9\u4fbf":46,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":54,"\u5f88\u9002\u5408\u6784\u5efa\u7528\u4e8e\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u7684\u6a21\u578b":67,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":28,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":3,"\u5f8b\u5e08":71,"\u5f97":46,"\u5f97\u4f7f\u7528":28,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":70,"\u5f97\u5230\u6700\u597d\u8f6e\u6b21\u4e0b\u7684\u6a21\u578b":72,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":48,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":49,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":49,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":49,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":49,"\u5faa\u73af\u7f51\u7edc\u4ece":49,"\u5fc5\u8981":29,"\u5fc5\u987b":51,"\u5fc5\u987b\u4e00\u81f4":3,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":3,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":46,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":48,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":49,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":43,"\u5fc5\u987b\u914d\u7f6e\u4e3a":44,"\u5fd8\u8bb0\u95e8\u548c\u8f93\u51fa\u95e8":74,"\u5feb":[46,74],"\u5feb\u901f\u5165\u95e8":69,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":60,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":60,"\u6027\u4ef7\u6bd4":46,"\u6027\u522b":[71,72],"\u6027\u80fd\u5206\u6790":54,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":54,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":54,"\u6027\u80fd\u8c03\u4f18":56,"\u603b\u4f53\u6765\u8bf4":46,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":66,"\u603b\u8bc4\u520610\u5206":74,"\u6050\u6016\u7247":71,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":54,"\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":54,"\u60a8\u53ef\u4ee5\u5bfc\u5165":54,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":54,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":49,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":54,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":54,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":54,"\u60a8\u9700\u8981\u66f4\u6539":38,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":54,"\u60ac\u7591\u7247":71,"\u60c5\u6001\u52a8\u8bcd":73,"\u60c5\u611f\u5206\u6790":[32,69],"\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":74,"\u60c5\u611f\u5206\u6790\u662f\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e2d\u6700\u5178\u578b\u7684\u95ee\u9898\u4e4b\u4e00":74,"\u60c5\u611f\u5206\u6790\u6709\u8bb8\u591a\u5e94\u7528\u573a\u666f":74,"\u60ca\u9669\u7535\u5f71":71,"\u60f3\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\u53ef\u4ee5\u53c2\u8003pydataprovider\u90e8\u5206\u7684\u6587\u6863":74,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":49,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":57,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":57,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":57,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":57,"\u611f\u89c9":46,"\u620f\u5267":71,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":62,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":51,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":54,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":29,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":41,"\u6211\u4eec\u4ec5\u4ec5\u662f\u5c06\u6bcf\u4e2a\u7279\u5f81\u79cd\u7c7b\u6620\u5c04\u5230\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\u4e2d":72,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":51,"\u6211\u4eec\u4ec5\u7528":72,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":61,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":62,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":70,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":3,"\u6211\u4eec\u4f1a\u53d1\u73b0\u6570\u636e\u96c6":75,"\u6211\u4eec\u4f1a\u5728":38,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":51,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":51,"\u6211\u4eec\u4f7f\u7528":[51,55,74],"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":41,"\u6211\u4eec\u4f7f\u7528\u4e86":46,"\u6211\u4eec\u4f7f\u7528\u4e86\u4e00\u4e2a\u7f16\u89e3\u7801\u6a21\u578b\u7684\u6269\u5c55":75,"\u6211\u4eec\u4f7f\u7528\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":74,"\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u7684":75,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":28,"\u6211\u4eec\u4f7f\u7528\u6700\u5927\u6982\u7387\u7684\u6807\u7b7e\u4f5c\u4e3a\u7ed3\u679c":73,"\u6211\u4eec\u4f7f\u7528\u96c6\u675f\u641c\u7d22":75,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":68,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":59,"\u6211\u4eec\u5047\u8bbe\u623f\u4ea7\u7684\u4ef7\u683c":36,"\u6211\u4eec\u5148\u4ece\u4e00\u6761\u968f\u673a\u7684\u76f4\u7ebf":36,"\u6211\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u811a\u672c":67,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":41,"\u6211\u4eec\u53ea\u4f7f\u7528\u5df2\u7ecf\u6807\u6ce8\u8fc7\u7684\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6":74,"\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":74,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":61,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":46,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":70,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":50,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":67,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":41,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":49,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":41,"\u6211\u4eec\u53ef\u4ee5\u5728":50,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":41,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":41,"\u6211\u4eec\u53ef\u4ee5\u5c06":55,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":45,"\u6211\u4eec\u53ef\u4ee5\u751f\u6210":72,"\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u6a21\u578b\u7684\u53c2\u6570\u662f\u5426\u7b26\u5408\u9884\u671f\u6765\u8fdb\u884c\u68c0\u9a8c":36,"\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u76ee\u5f55":74,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":48,"\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u505ableu\u8bc4\u4f30":75,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8bad\u7ec3\u6a21\u578b":75,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u4ece\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u6587\u672c\u7ffb\u8bd1":75,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u8fdb\u884c\u9884\u5904\u7406\u5de5\u4f5c":67,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":62,"\u6211\u4eec\u57285\u5929\u91cc\u8bad\u7ec3\u4e8616\u4e2apass":75,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":49,"\u6211\u4eec\u5728\u62e5\u670950\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\u4e2d\u8bad\u7ec3\u6a21\u578b":75,"\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u9700\u8981\u5e38\u89c1\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":75,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":70,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":49,"\u6211\u4eec\u5c06":[62,72],"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":46,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":61,"\u6211\u4eec\u5c06\u4ee5":[55,70],"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":70,"\u6211\u4eec\u5c06\u4f7f\u7528":49,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":49,"\u6211\u4eec\u5c06\u4f7f\u7528cifar":67,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":46,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":70,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":56,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":70,"\u6211\u4eec\u5c06\u653e\u7f6e\u4f9d\u8d56\u5e93":55,"\u6211\u4eec\u5c06\u8bc4\u5206\u5206\u6210\u4e24\u90e8\u5206":72,"\u6211\u4eec\u5c06\u9610\u91ca\u5982\u4f55\u5728\u96c6\u7fa4\u4e0a\u8fd0\u884c\u5206\u5e03\u5f0f":55,"\u6211\u4eec\u5c31\u53ef\u4ee5\u7740\u624b\u5bf9\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e86":67,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":70,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":70,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":50,"\u6211\u4eec\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u89e3\u51b3":36,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":49,"\u6211\u4eec\u5e0c\u671b\u80fd\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":0,"\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u68c0\u9a8c\u6a21\u578b\u7684\u597d\u574f":36,"\u6211\u4eec\u5e94\u5f53\u4f1a\u5f97\u5230\u4e00\u4e2a\u540d\u4e3acifar":67,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":51,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":51,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":70,"\u6211\u4eec\u611f\u8c22":75,"\u6211\u4eec\u628apaddlepaddle\u7684\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":38,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":38,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":37,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528docker\u955c\u50cf\u6765\u90e8\u7f72\u73af\u5883":39,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u7f51\u7edc":74,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u9884\u5904\u7406\u811a\u672c":74,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6784\u5efa\u811a\u672cbuild_doc":52,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":68,"\u6211\u4eec\u63d0\u4f9b\u4e86\u56fd\u5185\u7684\u955c\u50cf\u670d\u52a1\u5668\u4f9b\u5927\u5bb6\u4f7f\u7528":38,"\u6211\u4eec\u63d0\u4f9b\u4e86\u811a\u672c\u6765\u6784\u5efa\u5b57\u5178\u548c\u9884\u5904\u7406\u6570\u6910":74,"\u6211\u4eec\u63d0\u4f9b\u4e86c":68,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":38,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":26,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":46,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":49,"\u6211\u4eec\u7528":71,"\u6211\u4eec\u7528\u4ee5\u4e0b\u7684\u4e00\u4e9b":72,"\u6211\u4eec\u7528\u7f16\u53f7\u4f5c\u4e3akei":72,"\u6211\u4eec\u7528paddlepaddle\u89e3\u51b3\u4e86\u5355\u53d8\u91cf\u7ebf\u6027\u56de\u5f52\u95ee\u9898":36,"\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":66,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":50,"\u6211\u4eec\u7684\u8bad\u7ec3\u66f2\u7ebf\u5982\u4e0b":73,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":46,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":46,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u5173\u6ce8":74,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":50,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":45,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":26,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":61,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":49,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":46,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u901a\u5e38\u5728\u6240\u6709\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a":55,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":46,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":62,"\u6211\u4eec\u9075\u5faa":75,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6211\u4eec\u91c7\u7528\u4e0a\u9762\u7684\u7279\u5f81\u6a21\u677f":73,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":70,"\u6211\u4eec\u91c7\u7528\u7b2c\u4e8c\u4e2a\u65b9\u6cd5":38,"\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":67,"\u6211\u4eec\u9700\u8981\u521b\u5efa\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":75,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":61,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":55,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":51,"\u6211\u4eec\u9700\u8981\u8bbe\u7f6e":72,"\u6211\u4eec\u9700\u8981\u9884\u5904\u7406\u6570\u6910\u5e76\u6784\u5efa\u4e00\u4e2a\u5b57\u5178":74,"\u6211\u4eec\u975e\u5e38\u6b22\u8fce\u60a8\u7528paddlepaddle\u6784\u5efa\u66f4\u597d\u7684\u793a\u4f8b":72,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":66,"\u6211\u4eec\u9996\u5148\u5904\u7406\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u6587\u4ef6":72,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":41,"\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528imdb\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u4f5c\u4e3a\u9a8c\u8bc1":74,"\u6211\u5220\u9664\u4e86":50,"\u6216":[3,54,67,73],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"\u6216\u4e00\u4e2a\u5411\u91cf":48,"\u6216\u4e0d\u786e\u5b9a":71,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"\u6216\u662f\u624b\u52a8\u7f16\u8f91\u751f\u6210":72,"\u6216\u6700\u5927\u503c":45,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":2,"\u6216\u7b2c\u4e00\u4e2a":45,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":45,"\u6216\u8005":[28,29,35,38,40,45,46,54],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[45,48],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":54,"\u6216\u8005\u53cd\u5411\u5730\u4ece":49,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":57,"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":19,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":56,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":2,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":46,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":45,"\u6216\u8005\u662f\u4e00\u4e2a\u5c0f\u7684\u6587\u672c\u7247\u6bb5":74,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":54,"\u6216\u8005\u66f4\u65e9":35,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":46,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":68,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":35,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[43,44],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":35,"\u6216\u8005\u8fd0\u884c":35,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":59,"\u6216\u8005\u9700\u8981\u53d1\u5e03\u60a8\u7684\u5e94\u7528\u7684\u955c\u50cf":38,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":2,"\u6216\u8bbe\u7f6e\u4e3anone":2,"\u6216gpu":57,"\u6216gpu\u4e2a\u6570":74,"\u6218\u4e89\u7247":71,"\u623f":46,"\u623f\u95f4":46,"\u6240\u4ee5":[3,35],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":5,"\u6240\u4ee5\u4f60\u53ea\u7528\u6309\u4e0b\u9762\u7684\u7ed3\u6784\u6765\u7ec4\u7ec7\u6570\u6910\u5c31\u884c\u4e86":74,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":35,"\u6240\u4ee5\u53ef\u4ee5\u5229\u7528\u5982\u4e0b\u65b9\u6cd5\u8bfb\u53d6\u6a21\u578b\u7684\u53c2\u6570":36,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":61,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":46,"\u6240\u4ee5\u5982\u679c\u9700\u8981\u81ea\u884c\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u9700\u8981\u8003\u8651\u7248\u672c\u7684\u56e0\u7d20":38,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":60,"\u6240\u4ee5\u5bf9":46,"\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":36,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":54,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":61,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":62,"\u6240\u4ee5\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u57fa\u4e8edocker\u6765\u6784\u5efapaddlepaddle\u7684\u6587\u6863":52,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":46,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":3,"\u6240\u4ee5\u653e\u4e00\u4e2a\u7a7a\u5217\u8868":36,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":26,"\u6240\u4ee5\u8bad\u7ec3":55,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":5,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":51,"\u6240\u4f7f\u7528\u7684\u7f16\u8bd1\u5668\u4e3aarm":44,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":46,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":29,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":50,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":57,"\u6240\u6709\u540c\u76ee\u5f55\u4e0b\u7684\u6587\u672c\u5b9e\u4f8b\u6587\u4ef6\u90fd\u662f\u540c\u7ea7\u522b\u7684":74,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":55,"\u6240\u6709\u6587\u4ef6\u5217\u8868":3,"\u6240\u6709\u672c\u5730\u8bad\u7ec3":55,"\u6240\u6709\u67b6\u6784":43,"\u6240\u6709\u6807\u8bb0\u7684\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6":74,"\u6240\u6709\u751f\u6210\u7684\u7684\u6587\u4ef6\u90fd\u5728build\u76ee\u5f55\u4e0b":38,"\u6240\u6709\u7684":[50,51],"\u6240\u6709\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u4fe1\u606f\u7531\u7528\u6237\u81ea\u613f\u63d0\u4f9b":71,"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":51,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":29,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":46,"\u6240\u6709\u7684\u7528\u6237\u4fe1\u606f\u90fd\u5305\u542b\u5728":71,"\u6240\u6709\u7684\u7535\u5f71\u4fe1\u606f\u90fd\u5305\u542b\u5728":71,"\u6240\u6709\u7684\u8bc4\u5206\u6570\u636e\u90fd\u5305\u542b\u5728":71,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":51,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":51,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":29,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":51,"\u6240\u6709\u8282\u70b9\u8fd0\u884c\u96c6\u7fa4\u4f5c\u4e1a\u7684\u4e3b\u673a\u540d\u6216":55,"\u6240\u6709\u8d21\u732e\u8005":0,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":49,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":70,"\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":68,"\u6240\u793a":73,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":3,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":43,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":28,"\u624b\u5de5\u827a\u8005":71,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":3,"\u624d\u4f1astop":3,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":46,"\u624d\u80fd\u5145\u5206\u5229\u7528mac":38,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":54,"\u6253\u5370\u5728\u5c4f\u5e55\u4e0a":72,"\u6253\u5370\u7684\u65e5\u5fd7\u53d8\u591a":37,"\u6253\u5f00":54,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":3,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":52,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":29,"\u6267\u884c":[40,73,74],"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5c31\u53ef\u4ee5\u9884\u5904\u7406\u6570\u6910":74,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[43,44],"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":49,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[43,44],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":54,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":68,"\u6269\u5c55\u548c\u5ef6\u4f38":0,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":60,"\u6279\u6b21\u540e\u6253\u5370\u65e5\u5fd7":72,"\u6279\u6b21\u5bf9\u5e73\u5747\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5":73,"\u6279\u6b21\u7684\u6570\u636e":72,"\u627e\u5230":49,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":54,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":54,"\u6280\u672f\u5458":71,"\u628a":[20,51],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u628a\u7528\u6237\u5728\u8d2d\u7269\u7f51\u7ad9":74,"\u628a\u7f16\u8bd1\u51fa\u6765\u7684paddlepaddle\u4e5f\u6253\u5305\u6210\u4e00\u4e2a\u955c":38,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":61,"\u6293\u53d6\u4ea7\u54c1\u7684\u7528\u6237\u8bc4\u8bba\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u60c5\u611f":74,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":49,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":49,"\u62a5\u9519":40,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":66,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":66,"\u62c6\u5206\u5230\u4e0d\u540c\u6587\u4ef6\u5939":75,"\u62c6\u89e3":48,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":46,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":62,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":70,"\u6301\u7eed\u96c6\u6210\u7cfb\u7edf\u4e5f\u53ef\u4ee5\u7b80\u5355\u5730\u590d\u73b0\u8fd9\u4e2a\u8fc7\u7a0b":38,"\u6307\u5411\u4e00\u4e2alayer":48,"\u6307\u5b9a":[35,48,49],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":57,"\u6307\u5b9a\u4f7f\u75282":35,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":70,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":57,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":68,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":68,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":68,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":68,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":70,"\u6307\u5b9a\u7684\u5b57\u5178\u5355\u8bcd\u6570":75,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":70,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":48,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":70,"\u6307\u5b9abatch":75,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":57,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":46,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":57,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":57,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":57,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":57,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":57,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":57,"\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":57,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1":73,"\u6307\u793a\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u8bb0":73,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":57,"\u6309\u7167":44,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":62,"\u6309\u94ae":50,"\u633a":46,"\u633a\u597d":46,"\u6355\u83b7":70,"\u6362":46,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":45,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":41,"\u63a5\u4e0a\u5747\u65b9\u8bef\u5dee\u5c42":41,"\u63a5\u4e0b\u6765":[70,74],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":54,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":54,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":50,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":50,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":70,"\u63a5\u4e0b\u6765\u7b49\u5f85":50,"\u63a5\u53d7":73,"\u63a5\u53d7\u7684\u4e1c\u897f":73,"\u63a5\u53d7\u8005":73,"\u63a5\u53e3":[28,29],"\u63a5\u53e3\u540d\u79f0":55,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":29,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":68,"\u63a5\u53e3\u662f":20,"\u63a5\u53e3\u6709\u4e00\u4e2a":35,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":70,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":68,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":68,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":26,"\u63a5\u7740\u6211\u4eec\u5c31\u80fd\u591f\u6253\u5f00\u6d4f\u89c8\u5668\u5728":38,"\u63a7\u5236":57,"\u63a7\u5236\u5982\u4f55\u6539\u53d8\u6a21\u578b\u53c2\u6570":36,"\u63a7\u5236\u662f\u5426\u751f\u6210\u5355\u5143\u6d4b\u8bd5":38,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301avx":38,"\u63a7\u5236\u751f\u6210\u7684\u751f\u4ea7\u955c\u50cf\u662f\u5426\u652f\u6301gpu":38,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":51,"\u63a8\u8350":46,"\u63a8\u8350\u4f7f\u7528":3,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":37,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":2,"\u63a8\u8350\u7cfb\u7edf":55,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":50,"\u63a8\u9500\u5458":71,"\u63cf\u8ff0":37,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":70,"\u63cf\u8ff0\u95ee\u9898":50,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":60,"\u63d0\u4ea4\u65b9\u5f0f\u53ef\u53c2\u89c1":52,"\u63d0\u4ea4pull":50,"\u63d0\u4f9b":55,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":26,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":62,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":55,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":55,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":55,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":26,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":45,"\u63d0\u4f9b\u6700\u65b0":38,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":26,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":55,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":66,"\u63d0\u793a":35,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":41,"\u64cd\u4f5c":46,"\u64cd\u6301\u5bb6\u52a1\u8005":71,"\u652f\u6301\u4e3b\u6d41x86\u5904\u7406\u5668\u5e73\u53f0":40,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[47,48],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":26,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":43,"\u652f\u6301nvidia":40,"\u652f\u6301rbd":60,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":62,"\u653e\u5fc3":46,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":46,"\u6548\u679c\u603b\u7ed3":70,"\u6559\u7a0b\u6587\u6863\u5230":55,"\u6559\u80b2\u5de5\u4f5c\u8005":71,"\u6570":[48,73],"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":48,"\u6570\u636e":[26,75],"\u6570\u636e\u4e0b\u8f7d\u4e4b\u540e":67,"\u6570\u636e\u4e2d0":35,"\u6570\u636e\u5217\u8868":68,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":66,"\u6570\u636e\u5c42":[36,72],"\u6570\u636e\u5e94\u8be5\u5728\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a\u4e4b\u524d\u51c6\u5907\u597d":55,"\u6570\u636e\u63d0\u4f9b\u5668":56,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u4ec5\u4ec5\u662f\u8bfb\u53d6meta":72,"\u6570\u636e\u63d0\u4f9b\u811a\u672c\u7684\u7ec6\u8282\u6587\u6863\u53ef\u4ee5\u53c2\u8003":72,"\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\u88ab":55,"\u6570\u636e\u7c7b\u578b":5,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":3,"\u6570\u636e\u8bbf\u95ee":1,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":28,"\u6570\u636e\u8f93\u5165":48,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":3,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":26,"\u6570\u636e\u96c6":71,"\u6570\u636e\u96c6\u63cf\u8ff0":72,"\u6570\u636e\u96c6\u6587\u4ef6\u5939\u540d\u79f0":75,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":70,"\u6570\u636e\u9884\u6d4b":73,"\u6570\u6910\u5b9a\u4e49":74,"\u6570\u6910\u8bf4\u660e\u6587\u6863":74,"\u6570\u6910\u96c6\u548c":74,"\u6570\u76ee":59,"\u6574\u4f53":46,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":46,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":62,"\u6574\u6570":51,"\u6574\u6570\u6807\u7b7e":[3,41],"\u6574\u6d01":46,"\u6587\u4e66\u5de5\u4f5c":71,"\u6587\u4ef6":[28,50,61,73],"\u6587\u4ef6\u4e2d":[62,68,71,73],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":68,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":68,"\u6587\u4ef6\u4e2d\u7684":68,"\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u90fd\u5fc5\u987b\u662f\u4e00\u4e2a\u53e5\u5b50":75,"\u6587\u4ef6\u4e3a":[35,75],"\u6587\u4ef6\u4e4b\u5916":50,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":68,"\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":26,"\u6587\u4ef6\u5185\u5bb9\u4e3a":28,"\u6587\u4ef6\u5206\u5272\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":72,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u540d\u79f0\u4e3a":72,"\u6587\u4ef6\u59390":62,"\u6587\u4ef6\u5939\u4e2d\u7684\u6bcf\u4e2a\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\u5305\u542b\u4e24\u90e8\u5206":75,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":26,"\u6587\u4ef6\u7684\u5206\u9694\u7b26\u4e3a":72,"\u6587\u4ef6\u7684\u6539\u53d8":50,"\u6587\u4ef6\u7684\u683c\u5f0f\u53ef\u4ee5":72,"\u6587\u4ef6\u7a0d\u6709\u5dee\u522b":67,"\u6587\u4ef6\u7d22\u5f15":55,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":70,"\u6587\u4ef6model":59,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":38,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":70,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":3,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":70,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":70,"\u6587\u672c\u5377\u79ef\u91c7\u6837\u5c42":72,"\u6587\u672c\u6295\u5f71\u5c42":72,"\u6587\u672c\u683c\u5f0f\u7684\u5b9e\u4f8b\u6587\u4ef6":74,"\u6587\u6863":35,"\u6587\u6863\u7f16\u5199\u7b49\u5de5\u4f5c":38,"\u6587\u6863\u81ea\u52a8\u5206\u7c7b\u548c\u95ee\u7b54":73,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":52,"\u6587\u7ae0":62,"\u65b0":46,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":51,"\u65b0\u624b\u5165\u95e8":65,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":32,"\u65b9\u4fbf":46,"\u65b9\u4fbf\u4eca\u540e\u7684\u5d4c\u5165\u5f0f\u79fb\u690d\u5de5\u4f5c":37,"\u65b9\u4fbf\u5f00\u53d1\u8005\u76f4\u63a5\u767b\u5f55\u5230\u955c\u50cf\u4e2d\u8fdb\u884c\u5f00\u53d1":38,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":32,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":26,"\u65b9\u5f0f1":35,"\u65b9\u5f0f2":35,"\u65b9\u6848\u6765\u6807\u8bb0\u6bcf\u4e2a\u53c2\u6570":73,"\u65b9\u6cd5\u4e00":59,"\u65b9\u6cd5\u4e09":59,"\u65b9\u6cd5\u4e8c":59,"\u65c1\u8fb9":46,"\u65c5\u6e38\u7f51\u7ad9":74,"\u65e0":46,"\u65e0\u4e1a\u4eba\u58eb":71,"\u65e0\u5ef6\u8fdf":57,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":28,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65e0\u9ed8\u8ba4\u503c":[43,44],"\u65e5\u5fd7\u5c06\u4fdd\u5b58\u5728":74,"\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":75,"\u65e9\u9910":46,"\u65f6":[19,35,45,49,51,57,62],"\u65f6\u5019":46,"\u65f6\u52a0\u4e0a":74,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":70,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":3,"\u65f6\u76ee\u6807\u8bed\u8a00\u7684\u6587\u4ef6":75,"\u65f6\u88ab\u8bad\u7ec3\u7684":51,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":59,"\u65f6\u95f4":46,"\u65f6\u95f4\u6233":71,"\u65f6\u95f4\u6233\u8868\u793a\u4e3a\u4ece1970":71,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":46,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":51,"\u662f":[26,37,46],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":51,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":54,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":54,"\u662f\u4e00\u4e2a\u5305\u88c5\u6570\u636e\u7684":73,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":45,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":28,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":54,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":59,"\u662f\u4e00\u4e2a\u7b26\u5408\u9ad8\u65af\u5206\u5e03\u7684\u968f\u673a\u53d8\u91cf":36,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":29,"\u662f\u4e00\u4e2a\u7edf\u8ba1\u5b66\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":75,"\u662f\u4e00\u4e2a\u914d\u7f6e\u6587\u4ef6\u7684\u4f8b\u5b50":74,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":51,"\u662f\u4e00\u4e2apython\u7684":3,"\u662f\u4e00\u4e2aunbound":48,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[3,41],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":48,"\u662f\u4e00\u7ec4":60,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":61,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":28,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":3,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":3,"\u662f\u4e3b\u8981\u7684\u53ef\u6267\u884cpython\u811a\u672c":73,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":3,"\u662f\u4f17\u591a\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u5c42\u7684\u4e00\u79cd":36,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":35,"\u662f\u504f\u5dee":49,"\u662f\u5176\u5927\u5c0f":36,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":3,"\u662f\u539f\u59cb\u6cd5\u8bed\u6587\u4ef6":75,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":29,"\u662f\u5411\u91cf":51,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":48,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":37,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":57,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":51,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":43,"\u662f\u5426\u4f7f\u7528gpu":72,"\u662f\u5426\u4f7f\u7528gpu\u8bad\u7ec3":75,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[43,44],"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":3,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":37,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":57,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":37,"\u662f\u5426\u5f00\u542f\u8ba1\u65f6\u529f\u80fd":37,"\u662f\u5426\u5f00\u542frdma":37,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":57,"\u662f\u5426\u652f\u6301gpu":37,"\u662f\u5426\u663e\u793a":57,"\u662f\u5426\u7a00\u758f":51,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":37,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":37,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":37,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":37,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":37,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":57,"\u662f\u56e0\u4e3ac99\u652f\u6301":28,"\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":73,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":49,"\u662f\u57fa\u7840\u7684\u8ba1\u7b97\u5355\u5143":36,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":51,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":51,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":26,"\u662f\u5e8f\u5217":72,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":45,"\u662f\u6211\u4eec":50,"\u662f\u6307":29,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":46,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":46,"\u662f\u6570\u636e\u8f93\u5165":49,"\u662f\u6574\u4e2a\u7684\u8bcd\u5d4c\u5165":72,"\u662f\u6709\u610f\u4e49\u7684":46,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":49,"\u662f\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u76ee\u6807\u51fd\u6570":36,"\u662f\u6d45\u5c42\u8bed\u4e49\u89e3\u6790\u7684\u4e00\u79cd\u5f62\u5f0f":73,"\u662f\u6e90\u8bed\u8a00\u7684\u6587\u4ef6":75,"\u662f\u7528\u6237\u4f7f\u7528c":29,"\u662f\u76ee\u6807\u82f1\u8bed\u6587\u4ef6":75,"\u662f\u77e9\u9635":51,"\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u5165\u53e3":36,"\u662f\u7f51\u7edc\u548c\u6570\u636e\u914d\u7f6e\u6587\u4ef6":67,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":51,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":51,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":51,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":51,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":51,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":51,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":51,"\u662f\u8f93\u5165":49,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":68,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":54,"\u662fc":29,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":48,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":60,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":54,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":48,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":70,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":60,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":51,"\u662frnn\u72b6\u6001":49,"\u663e":70,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":3,"\u665a":46,"\u666e\u901a\u7528\u6237\u8bf7\u8d70\u5b89\u88c5\u6d41\u7a0b":39,"\u6682\u4e0d\u8003\u8651\u5728\u5185":35,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":29,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":35,"\u66f4\u591a\u5185\u5bb9\u53ef\u67e5\u770b\u53c2\u8003\u6587\u732e":74,"\u66f4\u591a\u7684\u7ec6\u8282\u53ef\u4ee5\u5728\u6587\u732e\u4e2d\u627e\u5230":74,"\u66f4\u591a\u7684\u7f16\u8bd1\u914d\u7f6e\u89c1":44,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":48,"\u66f4\u5feb":49,"\u66f4\u65b0":35,"\u66f4\u65b0\u6a21\u5f0f":35,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":35,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":70,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":70,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":70,"\u66f4\u8fdb\u4e00\u6b65":48,"\u66f4\u9ad8":49,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":48,"\u6700":46,"\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":75,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":62,"\u6700\u4f73\u63a8\u8350":3,"\u6700\u540e":[3,50,51,55,70,74],"\u6700\u540e\u4e00\u4e2a":45,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":41,"\u6700\u540e\u4e00\u90e8\u5206\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e":36,"\u6700\u540e\u5220\u9664":32,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":51,"\u6700\u597d\u7684\u6a21\u578b\u662f":74,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":57,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":28,"\u6700\u65b0\u7684\u4ee3\u7801":50,"\u6700\u65b0log":74,"\u6700\u7ec8":51,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":48,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":41,"\u6700\u7ec8\u751f\u6210\u540d\u4e3apaddl":38,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":48,"\u6700\u7ec8\u8d8b\u4e8e\u63a5\u8fd1":36,"\u6708\u6e56":46,"\u6709":46,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":60,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[43,44],"\u6709\u4e24\u4e2a\u7279\u6b8a\u6807\u8bc6":75,"\u6709\u4e86meta\u914d\u7f6e\u6587\u4ef6\u4e4b\u540e":72,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":51,"\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":51,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":35,"\u6709\u4e9b\u7535\u5f71id\u53ef\u80fd\u4e0e\u5b9e\u9645\u7535\u5f71\u4e0d\u76f8\u7b26\u5408":71,"\u6709\u5173":46,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":43,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":41,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":62,"\u6709\u52a9\u4e8e\u7406\u89e3\u7528\u6237\u5bf9\u4e0d\u540c\u516c\u53f8":74,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":55,"\u6709\u65f6\u79f0\u4e3a":74,"\u6709\u6807\u51c6\u7684":28,"\u6709\u7684\u65f6\u5019":28,"\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":54,"\u670d\u52a1":46,"\u670d\u52a1\u5458":46,"\u672a\u5305\u542b\u5728\u5b57\u5178\u4e2d\u7684\u5355\u8bcd":75,"\u672a\u6807\u8bb0\u7684\u8bc4\u4ef7\u6837\u672c":74,"\u672a\u77e5\u8bcd":66,"\u672c\u4f8b\u4e2d\u4e3a0":66,"\u672c\u4f8b\u4e2d\u4e3a32":66,"\u672c\u4f8b\u4e2d\u4e3a4":66,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":3,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":46,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":3,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":3,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":70,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":70,"\u672c\u4f8b\u7684":3,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":70,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":3,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":70,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":32,"\u672c\u5730\u6d4b\u8bd5":56,"\u672c\u5730\u8bad\u7ec3":56,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":59,"\u672c\u5b9e\u4f8b\u4e2d":66,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":70,"\u672c\u5c42\u5c3a\u5bf8":68,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":68,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":68,"\u672c\u6559\u7a0b\u5c06\u4ecb\u7ecd\u4f7f\u7528\u6df1\u5ea6\u53cc\u5411\u957f\u77ed\u671f\u8bb0\u5fc6":73,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":49,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u5b8c\u6210\u957f\u671f\u77ed\u671f\u8bb0\u5fc6":74,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":68,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":46,"\u672c\u6587\u4e2d\u7531\u4e8e\u8f93\u5165\u6570\u636e\u662f\u968f\u673a\u751f\u6210\u7684\u4e0d\u9700\u8981\u8bfb\u8f93\u5165\u6587\u4ef6":36,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":46,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":46,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":60,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":62,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":66,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":60,"\u672c\u6587\u6863\u5c06\u4ee5linux":43,"\u672c\u6587\u6863\u63cf\u8ff0paddl":29,"\u672c\u6765":46,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":62,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":62,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":62,"\u672c\u6b21\u8bd5\u9a8c":70,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":46,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":46,"\u672c\u793a\u4f8b\u7684\u9884\u6d4b\u7ed3\u679c":74,"\u672c\u7bc7\u6559\u7a0b\u5728paddlepaddle\u4e2d\u91cd\u73b0\u4e86\u8fd9\u4e00\u826f\u597d\u7684\u8bad\u7ec3\u7ed3\u679c":75,"\u672c\u7bc7\u6559\u7a0b\u5c06\u4f1a\u6307\u5bfc\u4f60\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a":75,"\u672c\u8d28\u4e0a\u4e0e\u8bad\u7ec3\u6a21\u578b\u4e00\u6837":75,"\u673a\u5668\u7684\u8bbe\u5907":59,"\u673a\u5668\u7ffb\u8bd1":[32,69],"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":57,"\u6761\u4ef6\u4e0b":60,"\u6765":46,"\u6765\u4ee3\u66ff":50,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":51,"\u6765\u505ableu\u8bc4\u4f30":75,"\u6765\u505c\u6b62\u8bad\u7ec3":72,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":54,"\u6765\u5206\u79bb\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6587\u4ef6":72,"\u6765\u5206\u9694\u6bcf\u4e00\u884c":72,"\u6765\u521d\u59cb\u5316\u53c2\u6570":35,"\u6765\u5b89\u88c5":55,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":41,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":46,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":70,"\u6765\u5f00\u542f\u672c\u5730\u7684\u8bad\u7ec3":74,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[43,44],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":51,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":68,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":3,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":41,"\u6765\u6ce8\u518c\u8be5\u5c42":51,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":59,"\u6765\u751f\u6210\u5e8f\u5217":75,"\u6765\u7684\u79d2\u6570":71,"\u6765\u786e\u4fdd\u628a":28,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":3,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":2,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":51,"\u6765\u8868\u793a":49,"\u6765\u8868\u793a\u53c2\u6570\u4f4d\u7f6e":73,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":28,"\u6765\u8ba1\u7b97\u68af\u5ea6":51,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":46,"\u6765\u8bbe\u7f6e":35,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":3,"\u6765\u8c03\u6574":50,"\u6765\u8fd0\u884c":55,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":54,"\u6765\u8fd0\u884c\u955c\u50cf":38,"\u6765\u8fdb\u884c\u8ba8\u8bba":29,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":35,"\u676f\u5b50":46,"\u6784\u5efa":43,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":45,"\u6784\u9020":62,"\u6784\u9020paddl":5,"\u67b6\u6784\u6765\u8bad\u7ec3\u60c5\u611f\u5206\u6790\u6a21\u578b":74,"\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":46,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":56,"\u67e5\u770b":[50,70],"\u67e5\u770b\u5b89\u88c5\u540e\u7684paddl":40,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":50,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":50,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":50,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":61,"\u6807\u51c6\u5dee\u4e3a":35,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":32,"\u6807\u51c6lstm\u4ee5\u6b63\u5411\u5904\u7406\u8be5\u5e8f\u5217":73,"\u6807\u793a\u56fe\u7247\u662f\u5f69\u8272\u56fe\u6216\u7070\u5ea6\u56fe":67,"\u6807\u793a\u662f\u5426\u4e3a\u5f69\u8272\u56fe\u7247":67,"\u6807\u7b7e0\u8868\u793a\u8d1f\u9762\u7684\u8bc4\u8bba":74,"\u6807\u7b7e1\u8868\u793a\u6b63\u9762\u7684\u8bc4\u8bba":74,"\u6807\u7b7e\u4e0b\u627e\u5230\u6700\u65b0\u7684paddle\u955c\u50cf\u7248\u672c":38,"\u6807\u7b7e\u6587\u4ef6":73,"\u6807\u7b7e\u65b9\u6848\u6765\u81ea":73,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":57,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":59,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":62,"\u6839\u636e\u5728\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u7684\u540d\u4e3a":55,"\u6839\u636e\u6570\u636e\u91cf\u89c4\u6a21":71,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":66,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":57,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":56,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":57,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":57,"\u6839\u636ecpu":38,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":61,"\u683c\u5f0f":57,"\u683c\u5f0f\u5982\u4e0b":70,"\u683c\u5f0f\u8bf4\u660e":66,"\u68af\u5ea6\u4f1a\u5c31\u5730":51,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":57,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":51,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":57,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":51,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":51,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u68d2":70,"\u697c\u5c42":46,"\u6a21\u5757":67,"\u6a21\u5757\u4e2d\u7684":3,"\u6a21\u578b":73,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":35,"\u6a21\u578b\u4fdd\u5b58\u5728\u76ee\u5f55":74,"\u6a21\u578b\u5171\u5305\u542b1":66,"\u6a21\u578b\u5217\u8868\u6587\u4ef6":73,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u53ca\u53c2\u6570\u4f1a\u88ab\u4fdd\u5b58\u5728\u8def\u5f84":67,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":70,"\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u76ee\u5f55":73,"\u6a21\u578b\u5c31\u8bad\u7ec3\u6210\u529f\u4e86":75,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":55,"\u6a21\u578b\u6765\u5c06\u6cd5\u8bed\u7ffb\u8bd1\u6210\u82f1\u8bed":75,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":49,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":49,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":49,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":66,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":49,"\u6a21\u578b\u88ab\u4fdd\u5b58\u5728":72,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":70,"\u6a21\u578b\u8bad\u7ec3\u548c\u6700\u540e\u7684\u7ed3\u679c\u9a8c\u8bc1":36,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":41,"\u6a21\u578b\u8def\u5f84":[68,73],"\u6a21\u578b\u8f93\u51fa\u8def\u5f84":73,"\u6a21\u578b\u914d\u7f6e":1,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":28,"\u6a21\u578b\u91c7\u7528":66,"\u6a21\u578b\u9884\u6d4b":5,"\u6b21":46,"\u6b22\u8fce\u901a\u8fc7":50,"\u6b63\u6837\u672c":70,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":35,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":56,"\u6b63\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5927\u4e8e\u7b49\u4e8e7":74,"\u6b63\u9762\u8bc4\u4ef7\u6837\u672c":74,"\u6b64\u547d\u4ee4\u5c06\u5728your":43,"\u6b64\u5904":66,"\u6b64\u5904\u90fd\u4e3a2":46,"\u6b64\u5916":[43,50],"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":54,"\u6b64\u6570\u636e\u96c6\u5305\u542b\u7535\u5f71\u8bc4\u8bba\u53ca\u5176\u76f8\u5173\u8054\u7684\u7c7b\u522b\u6807\u7b7e":74,"\u6b64\u65f6\u60a8\u53ef\u4ee5\u8fd0\u884c\u8fd9\u4e2a\u547d\u4ee4\u5728\u5f00\u53d1\u673a\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c":38,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":48,"\u6bcf100\u4e2abatch\u6253\u5370\u4e00\u6b21\u7edf\u8ba1\u4fe1\u606f":74,"\u6bcf100\u4e2abatch\u663e\u793a\u53c2\u6570\u7edf\u8ba1":73,"\u6bcf20\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":74,"\u6bcf20\u4e2abatch\u8f93\u51fa\u65e5\u5fd7":73,"\u6bcf\u4e00\u4e2a":32,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":70,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":46,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":46,"\u6bcf\u4e00\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5\u4e00\u6b21\u6240\u6709\u6570\u636e":72,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":55,"\u6bcf\u4e00\u4e2akey\u7531":72,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":46,"\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u5b9e\u4f8b":74,"\u6bcf\u4e2a":[55,73],"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u6bcf\u4e2a\u5355\u5c42rnn":48,"\u6bcf\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\u9519\u8bef\u7387":75,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":46,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":49,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":49,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":46,"\u6bcf\u4e2a\u5b50\u6587\u4ef6\u5939\u4e0b\u5b58\u50a8\u76f8\u5e94\u5206\u7c7b\u7684\u56fe\u7247":67,"\u6bcf\u4e2a\u5b57\u5178\u5305\u542b\u603b\u517130000\u4e2a\u5355\u8bcd":75,"\u6bcf\u4e2a\u5b57\u5178\u90fd\u6709dictsize\u4e2a\u5355\u8bcd":75,"\u6bcf\u4e2a\u5c42\u5728\u5176":51,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":70,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":57,"\u6bcf\u4e2a\u6587\u4ef6\u5939\u90fd\u5305\u542b\u6cd5\u8bed\u5230\u82f1\u8bed\u7684\u5e73\u884c\u8bed\u6599\u5e93":75,"\u6bcf\u4e2a\u6587\u4ef6\u662f\u4e00\u4e2a\u7535\u5f71\u8bc4\u8bba":74,"\u6bcf\u4e2a\u6587\u672c\u6587\u4ef6\u5305\u542b\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u5b9e\u4f8b":74,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":48,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":46,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":51,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":46,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":46,"\u6bcf\u4e2a\u6d4b\u8bd5\u5468\u671f\u6d4b\u8bd5":72,"\u6bcf\u4e2a\u7279\u5f81\u7684meta\u914d\u7f6e":72,"\u6bcf\u4e2a\u72b6\u6001":48,"\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u968f\u673a\u62bd\u53d6\u4e8610\u5f20\u56fe\u7247":67,"\u6bcf\u4e2a\u7c7b\u5305\u542b6000\u5f20":67,"\u6bcf\u4e2a\u7ebf\u7a0b":57,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":57,"\u6bcf\u4e2a\u8282\u70b9\u6709\u4e24\u4e2a6\u6838cpu":75,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":57,"\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56db\u4e2a\u4e3b\u8981\u7684\u5143\u7d20":74,"\u6bcf\u4e2a\u8bc4\u8bba\u7684\u7f51\u5740":74,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":51,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":51,"\u6bcf\u4e2a\u91cc\u9762\u90fd\u5305\u542b202mb\u7684\u5168\u90e8\u7684\u6a21\u578b\u53c2\u6570":75,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":50,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":70,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":70,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":62,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u4f4d\u7528\u6237\u81f3\u5c11\u670920\u6761\u8bc4\u5206":71,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":57,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":59,"\u6bcf\u5f53\u6a21\u578b\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u751f\u6210\u4e86\u4e00\u4e2a\u5355\u8bcd":75,"\u6bcf\u6279\u6b21":57,"\u6bcf\u6b21":38,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":50,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":50,"\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u6d4b\u8bd5\u6240\u6709\u6570\u636e":74,"\u6bcf\u6b21\u751f\u62101\u4e2a\u5e8f\u5217":75,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":70,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":66,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":68,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":66,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":51,"\u6bcf\u884c\u90fd\u662f\u4e00\u4e2a\u6cd5\u8bed\u6216\u8005\u82f1\u8bed\u7684\u53e5\u5b50":75,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":57,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":57,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":57,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":57,"\u6bcf\u969410\u5206\u949f":19,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":70,"\u6bcfdot":57,"\u6bcflog":57,"\u6bcfsave":57,"\u6bcftest":57,"\u6bd4\u5982":[20,35,38,43,50,70],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":46,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":50,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[43,44],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":35,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":60,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":50,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6c34\u6e29":46,"\u6c49\u5ead":46,"\u6c60\u5316\u5c42":67,"\u6ca1":46,"\u6ca1\u6709\u4f5c\u7528":3,"\u6ca1\u6709\u4f7f\u7528avx\u6307\u4ee4\u96c6":40,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":66,"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":3,"\u6ca1\u6709\u8bbe\u7f6e":[43,44],"\u6ca1\u6709\u8fdb\u884c\u6b63\u786e\u6027\u7684\u68c0\u67e5":71,"\u6ca1\u6709\u8fdb\u884c\u7ed3\u6784\u7684\u5fae\u8c03":72,"\u6cd5\u8bed":75,"\u6ce8":19,"\u6ce8\u610f":[3,37,38,41,43,44,49,51,52,62,67],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":62,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":59,"\u6ce8\u610f\u5e94\u8be5\u786e\u4fdd\u9ed8\u8ba4\u6a21\u578b\u8def\u5f84":74,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":5,"\u6ce8\u610fnode":62,"\u6ce8\u91ca\u6389":74,"\u6cf3\u6c60":46,"\u6d41":46,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":50,"\u6d44":46,"\u6d4b\u8bd5":50,"\u6d4b\u8bd5\u6570\u636e":55,"\u6d4b\u8bd5\u6570\u636e\u4e5f\u5305\u542b":55,"\u6d4b\u8bd5\u6570\u636e\u548c\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":55,"\u6d4b\u8bd5\u6570\u636e\u548c\u751f\u6210\u6570\u636e":75,"\u6d4b\u8bd5\u6570\u636e\u653e\u7f6e\u5728\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u4e0d\u540c\u76ee\u5f55\u7684\u8981\u6c42":55,"\u6d4b\u8bd5\u6570\u636e\u7684\u6240\u6709\u76f8\u5bf9\u6216\u7edd\u5bf9\u6587\u4ef6\u8def\u5f84":55,"\u6d4b\u8bd5\u6570\u6910\u96c6":74,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":57,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":3,"\u6d4b\u8bd5\u662f":50,"\u6d4b\u8bd5\u6837\u672c":55,"\u6d4b\u8bd5\u6a21\u578b\u662f\u6307\u4f7f\u7528\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u8bc4\u4f30\u5df2\u6807\u8bb0\u7684\u9a8c\u8bc1\u96c6":74,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":59,"\u6d4b\u8bd5\u811a\u672c\u662f":73,"\u6d4b\u8bd5\u96c6\u548c\u8bad\u7ec3\u96c6\u76ee\u5f55\u5305\u542b\u4e0b\u9762\u7684\u6587\u4ef6":74,"\u6d4b\u8bd5docker\u955c\u50cf":32,"\u6d4b\u8bd5model_list":56,"\u6d4b\u8bd5save_dir":56,"\u6d4f\u89c8\u4ee3\u7801":38,"\u6d6a\u6f2b\u7247":71,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":35,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":66,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":51,"\u6dd8\u5b9d\u7b49":74,"\u6df1\u5ea6\u53cc\u5411lstm\u5c42\u63d0\u53d6softmax\u5c42\u7684\u7279\u5f81":73,"\u6df1\u5ea6\u5b66\u4e60\u5165\u95e8\u8bfe\u7a0b":42,"\u6df7\u5408":73,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":49,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":62,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":35,"\u6e29\u99a8":46,"\u6e90":75,"\u6e90\u4ee3\u7801":[38,70],"\u6e90\u4ee3\u7801\u683c\u5f0f":50,"\u6e90\u5b57\u5178":75,"\u6e90\u5e8f\u5217":49,"\u6e90\u7801":38,"\u6e90\u7801\u4e0edemo":61,"\u6e90\u7801\u7f16\u8bd1\u6587\u6863":52,"\u6e90\u7801\u7f16\u8bd1paddlepaddl":44,"\u6e90\u8bed\u8a00\u5230\u76ee\u6807\u8bed\u8a00\u7684\u5e73\u884c\u8bed\u6599\u5e93\u6587\u4ef6":75,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":66,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":66,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":66,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":68,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":68,"\u6f14\u793a\u4e2d\u4f7f\u7528\u7684":73,"\u6f14\u793a\u91c7\u7528":73,"\u6fc0\u6d3b":51,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":70,"\u6fc0\u6d3b\u65b9\u7a0b":51,"\u6fc0\u6d3b\u7684\u7c7b\u578b":51,"\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027":0,"\u70ed\u60c5":46,"\u7136\u540e":[54,55,66,72],"\u7136\u540e\u4ea4\u7ed9\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u51fd\u6570":36,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":48,"\u7136\u540e\u4f60\u53ea\u9700\u8981\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4":75,"\u7136\u540e\u4f7f\u7528\u4e0b\u9762\u7684\u811a\u672c":74,"\u7136\u540e\u518d\u505a\u4e00\u6b21\u6587\u672c\u5377\u79ef\u7f51\u7edc\u64cd\u4f5c":72,"\u7136\u540e\u5229\u7528\u89c2\u6d4b\u6570\u636e\u8c03\u6574":36,"\u7136\u540e\u5355\u51fb":50,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":62,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":68,"\u7136\u540e\u5728":75,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":46,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":38,"\u7136\u540e\u5728\u89e3\u7801\u88ab\u7ffb\u8bd1\u7684\u8bed\u53e5\u65f6":75,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":35,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5b9a\u4e49":49,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":62,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":26,"\u7136\u540e\u5f97\u5230\u5e73\u5747\u91c7\u6837\u7684\u7ed3\u679c":72,"\u7136\u540e\u6211\u4eec\u5229\u7528\u591a\u8f93\u5165\u7684":72,"\u7136\u540e\u6211\u4eec\u53d1\u73b0pass":75,"\u7136\u540e\u6211\u4eec\u5806\u53e0\u4e00\u5bf9\u5bf9\u7684":73,"\u7136\u540e\u6211\u4eec\u6c42\u8fd9\u4e24\u4e2a\u7279\u5f81\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6":72,"\u7136\u540e\u6240\u6709\u7528":50,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":26,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":68,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":61,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":50,"\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":74,"\u7136\u540e\u662f\u5bf9\u5e94\u7684\u82f1\u8bed\u5e8f\u5217":75,"\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":72,"\u7136\u540e\u70b9\u51fb":50,"\u7136\u540e\u7528\u5bc6\u7801":38,"\u7136\u540e\u7528pickle\u547d\u4ee4\u5c06\u7279\u5f81":72,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":62,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":51,"\u7136\u540e\u89e3\u538b":75,"\u7136\u540e\u89e3\u7801\u5668\u901a\u8fc7\u8fd9\u4e2a\u5411\u91cf\u751f\u6210\u4e00\u4e2a\u76ee\u6807\u8bed\u53e5":75,"\u7136\u540e\u8f93\u51fa\u9884\u6d4b\u5206\u6570":72,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":3,"\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71":72,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":62,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":62,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":35,"\u7136\u800c":[49,57],"\u7136\u800c\u6709\u4e9b\u8bc4\u8bba\u4e0a\u4e0b\u6587\u975e\u5e38\u957f":74,"\u7248\u672c":40,"\u7248\u672c\u5206\u652f":32,"\u7248\u672c\u53f7":32,"\u7248\u672c\u53f7rc":32,"\u7248\u672c\u5728":50,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":32,"\u7279\u522b\u611f\u8c22paddlepaddle\u7684":0,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":35,"\u7279\u522b\u662f\u5f53\u76f8\u540c\u7684\u8bcd\u5728\u53e5\u5b50\u4e2d\u51fa\u73b0\u591a\u4e8e\u4e00\u6b21\u65f6":73,"\u7279\u5f81":72,"\u7279\u5f81\u56fe\u5747\u503c":68,"\u7279\u5f81\u56fe\u65b9\u5dee":68,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":68,"\u7279\u5f81\u6587\u4ef6":73,"\u7279\u5f81\u7684\u7c7b\u578b\u548c\u7ef4\u5ea6":72,"\u72af\u7f6a\u7247":71,"\u72ec\u7acb\u5de5\u5177\u94fe":43,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":43,"\u73af\u5883\u53d8\u91cf":62,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":35,"\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cbpaddle\u8bad\u7ec3\u4e86":72,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":28,"\u751a\u81f3\u4e0d\u540c\u7ade\u4e89\u5bf9\u624b\u4ea7\u54c1\u7684\u504f\u597d":74,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":54,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u4ea7\u955c\u50cf":[38,50],"\u751f\u4ea7\u955c\u50cf\u7684\u751f\u6210\u5206\u4e3a\u4e24\u6b65":38,"\u751f\u6210":62,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":28,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":52,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":49,"\u751f\u6210\u5f53\u524d\u5c42\u7684\u6240\u6709\u540e\u7ee7\u72b6\u6001":75,"\u751f\u6210\u6570\u636e\u7684\u76ee\u5f55":75,"\u751f\u6210\u6587\u6863":28,"\u751f\u6210\u751f\u4ea7\u955c\u50cf\u53ea\u9700\u8981\u8fd0\u884c":38,"\u751f\u6210\u7684":20,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":62,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":35,"\u751f\u6210\u7684\u7ed3\u679c\u6587\u4ef6":75,"\u751f\u6210\u7684html\u7248\u672c\u7684c":38,"\u751f\u6210\u7684meta\u914d\u7f6e\u6587\u4ef6\u5982\u4e0b\u6240\u793a":72,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":51,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":50,"\u751f\u6210\u8bad\u7ec3\u9700\u8981\u7684\u6837\u672c":72,"\u751f\u6210\u8fd0\u884c\u7a0b\u5e8f":38,"\u751f\u6210api\u6587\u6863":28,"\u751f\u6210docker\u955c\u50cf\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a":38,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":26,"\u7528":[26,71,72,73],"\u75280\u548c1\u8868\u793a":3,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":70,"\u7528\u4e8e":55,"\u7528\u4e8e\u5207\u5206\u5355\u5355\u8bcd\u548c\u6807\u70b9\u7b26\u53f7":74,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":51,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":3,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":59,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":57,"\u7528\u4e8e\u653e\u7f6e":55,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":66,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":57,"\u7528\u4e8e\u7edf\u8ba1\u8bcd\u9891\u7684bow\u6a21\u578b\u7279\u5f81":74,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":3,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":49,"\u7528\u4e8e\u8bbe\u7f6e\u8bad\u7ec3\u7b97\u6cd5":67,"\u7528\u4e8e\u8bfb\u53d6\u8bad\u7ec3":55,"\u7528\u4e8e\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u6570":55,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":49,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":46,"\u7528\u6237":55,"\u7528\u62371\u7684\u7279\u5f81":72,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a":44,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":2,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":48,"\u7528\u6237\u53ea\u9700\u6267\u884c":73,"\u7528\u6237\u53ea\u9700\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u5904\u7406\u539f\u59cb\u6570\u636e":73,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u4ee3\u66ff\u914d\u7f6e\u672c\u5730\u73af\u5883":38,"\u7528\u6237\u53ef\u4ee5\u4f7f\u7528ssh\u767b\u5f55\u5230\u8fd9\u53f0\u670d\u52a1\u5668\u4e0a\u5e76\u6267\u884c":38,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":52,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":52,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":66,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":29,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":70,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":29,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":57,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":59,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":2,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8\u6587\u6863":38,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":37,"\u7528\u6237\u53ef\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":37,"\u7528\u6237\u53ef\u5c06":43,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":43,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80":44,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":43,"\u7528\u6237\u53ef\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f":43,"\u7528\u6237\u53ef\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":44,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":35,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u5728\u9996\u6b21\u7f16\u8bd1\u5b89\u88c5paddlepaddle\u65f6":52,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":3,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":62,"\u7528\u6237\u5e94\u8be5\u63d0\u4f9b\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":73,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":35,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":66,"\u7528\u6237\u6587\u4ef6\u4e2d\u6709\u56db\u79cd\u7c7b\u578b\u7684\u5b57\u6bb5":72,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":26,"\u7528\u6237\u7279\u5f81":72,"\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u6982\u7387\u5206\u5e03\u77e9\u9635\u5b9e\u73b0\u67f1\u641c\u7d22\u6216\u7ef4\u7279\u6bd4\u89e3\u7801":73,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[43,44],"\u7528\u6237\u901a\u8fc7c":29,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":59,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[43,44],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":35,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[43,44],"\u7528\u6237\u9700\u8981\u9996\u5148\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":52,"\u7528\u6237\u9884\u6d4b\u7684\u547d\u4ee4\u884c\u754c\u9762\u5982\u4e0b":72,"\u7528\u6237id":71,"\u7528\u6237id\u8303\u56f4\u4ece1\u52306040":71,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":51,"\u7528\u6765\u4f30\u8ba1\u7ebf\u6027\u51fd\u6570\u7684\u53c2\u6570w":36,"\u7528\u6765\u5177\u4f53\u63cf\u8ff0":72,"\u7528\u6765\u5177\u4f53\u8bf4\u660e\u6570\u636e\u96c6\u7684\u5b57\u6bb5\u548c\u6587\u4ef6\u683c\u5f0f":72,"\u7528\u6765\u8ba1\u7b97\u6a21\u578b\u7684\u8bef\u5dee":36,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":62,"\u7531":48,"\u7531\u4e8e\u4e0a\u4e00\u6b65cmake\u914d\u7f6e\u4e2d":44,"\u7531\u4e8e\u4e0d\u540c\u7684paddle\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u4f9d\u8d56\u548c\u5de5\u5177":38,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":46,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":60,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u5df2\u7ecf\u77e5\u9053\u4e86\u771f\u5b9e\u7b54\u6848":36,"\u7531\u4e8e\u610f\u5916\u7684\u526f\u672c\u8bb0\u5f55\u548c\u6d4b\u8bd5\u8bb0\u5f55":71,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":46,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":51,"\u7531\u4e8e\u6570\u636e\u8bb8\u53ef\u7684\u539f\u56e0":73,"\u7531\u4e8e\u6807\u51c6\u7684\u7ffb\u8bd1\u7ed3\u679c\u5df2\u7ecf\u4e0b\u8f7d\u5230\u8fd9\u91cc":75,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":68,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":2,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":3,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":3,"\u7531\u4e8ec":28,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":26,"\u7531\u4e8epaddlepaddle\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u7f51\u7edc\u5c42":36,"\u7531\u4e8estep":48,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":5,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":45,"\u7531grouplen":71,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":26,"\u7535\u5f711\u7684\u7279\u5f81":72,"\u7535\u5f71\u4fe1\u606f\u4ee5\u53ca\u7535\u5f71\u8bc4\u5206":71,"\u7535\u5f71\u540d\u5b57\u6bb5":72,"\u7535\u5f71\u540d\u79f0":71,"\u7535\u5f71\u548c\u7528\u6237":72,"\u7535\u5f71\u548c\u7528\u6237\u6709\u8bb8\u591a\u7684\u7279\u5f81":72,"\u7535\u5f71\u5927\u90e8\u5206\u662f\u624b\u5de5\u8f93\u5165\u6570\u636e":71,"\u7535\u5f71\u7279\u5f81":72,"\u7535\u5f71\u7c7b\u578b":71,"\u7535\u5f71\u7c7b\u578b\u5982\u7b26\u5408\u591a\u79cd\u7528\u7ba1\u9053\u7b26\u53f7":71,"\u7535\u5f71id":71,"\u7535\u5f71id\u8303\u56f4\u4ece1\u52303952":71,"\u7535\u8111":46,"\u767e\u4e07\u6570\u636e\u96c6":71,"\u7684":[46,50,55,61,62,70,74],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":3,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":48,"\u7684\u4e00\u4e2a\u7ebf\u6027\u51fd\u6570":36,"\u7684\u4e00\u79cd":75,"\u7684\u4e3a0":57,"\u7684\u4e3b\u8981\u90e8\u5206":73,"\u7684\u4efb\u4e00\u4e00\u79cd":35,"\u7684\u4efb\u52a1":75,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":45,"\u7684\u503c":[43,44],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":43,"\u7684\u504f\u7f6e\u5411\u91cf":51,"\u7684\u5185\u5b58":35,"\u7684\u5185\u5bb9\u5982\u4e0b\u6240\u793a":75,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":62,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":54,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":68,"\u7684\u522b\u540d":[6,7,9],"\u7684\u5355\u8bcd\u7ea7\u522b\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":72,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":57,"\u7684\u53d8\u6362\u77e9\u9635":51,"\u7684\u53e5\u5b50\u7684\u60c5\u611f":74,"\u7684\u540d\u5b57":3,"\u7684\u540d\u79f0\u76f8\u540c":49,"\u7684\u540e\u7f00":71,"\u7684\u5411\u91cf":51,"\u7684\u542f\u52a8\u53c2\u6570":62,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":62,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":28,"\u7684\u5730\u5740":60,"\u7684\u5730\u65b9":50,"\u7684\u5747\u5300\u5206\u5e03":35,"\u7684\u5934\u6587\u4ef6":28,"\u7684\u5dee\u8ddd\u4e0d\u65ad\u51cf\u5c0f":36,"\u7684\u5e73\u5747\u503c":45,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":46,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":50,"\u7684\u603b":55,"\u7684\u63a5\u53e3\u6837\u5f0f":28,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":50,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":70,"\u7684\u6570\u76ee\u4e00\u81f4":45,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":50,"\u7684\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6a21\u578b":75,"\u7684\u65b9\u7a0b":51,"\u7684\u65f6\u5019\u5982\u679c\u62a5\u4e00\u4e9b\u4f9d\u8d56\u672a\u627e\u5230\u7684\u9519\u8bef\u662f\u6b63\u5e38\u7684":40,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":35,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":46,"\u7684\u6700\u5c0f\u503c":57,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":50,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":49,"\u7684\u6837\u5f0f":50,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":48,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u7684\u6d4b\u8bd5\u6570\u636e\u96c6":73,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":50,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":28,"\u7684\u7248\u672c\u53f7":66,"\u7684\u7279\u5f81":68,"\u7684\u72b6\u6001":48,"\u7684\u7528\u6237\u53c2\u8003":55,"\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":72,"\u7684\u771f\u5b9e\u5173\u7cfb\u4e3a":36,"\u7684\u77e9\u9635":51,"\u7684\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":75,"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":51,"\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6765\u89e3\u51b3srl\u4efb\u52a1":73,"\u7684\u7b2ci\u4e2a\u503c":51,"\u7684\u7b2cj\u4e2a\u503c":51,"\u7684\u7d22\u5f15\u6587\u4ef6\u5f15\u7528\u8bad\u7ec3":55,"\u7684\u7ed3\u6784\u5982\u4e0b":72,"\u7684\u7ef4\u5ea6":66,"\u7684\u7f29\u5199":26,"\u7684\u884c\u6570\u5e94\u8be5\u4e00\u81f4":75,"\u7684\u89c4\u8303":28,"\u7684\u89d2\u5ea6":20,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":70,"\u7684\u8bdd":35,"\u7684\u8def\u5f84\u4e2d":74,"\u7684\u8f93\u5165":48,"\u7684\u8f93\u51fa":54,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":54,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":49,"\u7684\u8f93\u51fa\u683c\u5f0f":46,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":49,"\u7684\u8fd4\u56de\u503c\u4e00\u81f4":71,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":50,"\u7684\u90e8\u5206":55,"\u7684\u914d\u7f6e":66,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":50,"\u7684docker\u955c\u50cf":38,"\u76ee\u524d":[48,73],"\u76ee\u524d\u4f7f\u7528":50,"\u76ee\u524d\u53ea\u652f\u6301":43,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"\u76ee\u524d\u5df2\u88ab\u767e\u5ea6\u5185\u90e8\u591a\u4e2a\u4ea7\u54c1\u7ebf\u5e7f\u6cdb\u4f7f\u7528":0,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":[43,44],"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":26,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":45,"\u76ee\u524d\u652f\u6301fail":57,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":57,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":48,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":28,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":52,"\u76ee\u5f55":[43,44,55,61,62,74],"\u76ee\u5f55\u4e0b":[29,51,70,75],"\u76ee\u5f55\u4e0b\u627e\u5230":70,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":43,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":5,"\u76ee\u5f55\u4e0b\u7684python\u5305":35,"\u76ee\u5f55\u4e2d":[55,72],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[43,44],"\u76ee\u5f55\u4e2d\u7684":[54,55],"\u76ee\u5f55\u4e2dpaddl":62,"\u76ee\u5f55\u4f1a\u51fa\u73b0\u5982\u4e0b\u51e0\u4e2a\u65b0\u7684\u6587\u4ef6":73,"\u76ee\u5f55\u548c":[43,44],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":62,"\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":75,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":70,"\u76ee\u6807":75,"\u76ee\u6807\u51fd\u6570\u662f\u6807\u7b7e\u7684\u4ea4\u53c9\u71b5":73,"\u76ee\u6807\u5411\u91cf":49,"\u76ee\u6807\u5b57\u5178":75,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[43,44],"\u76ee\u6807\u67b6\u6784abi":43,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":35,"\u76f4\u5230\u903c\u8fd1\u771f\u5b9e\u89e3":36,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":28,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":29,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":28,"\u76f4\u63a5\u7f16\u8bd1raspberri":44,"\u76f4\u63a5\u8fd0\u884c":38,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":5,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":70,"\u76f8\u5173\u6587\u6863":44,"\u76f8\u5173\u6587\u6863\u6240\u8ff0":44,"\u76f8\u5173\u6982\u5ff5\u662f":3,"\u76f8\u5173\u7684\u9e1f\u7c7b\u6570\u636e\u96c6\u53ef\u4ee5\u4ece\u5982\u4e0b\u5730\u5740\u4e0b\u8f7d":67,"\u76f8\u5173\u8bba\u6587":73,"\u76f8\u53cd":75,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":35,"\u76f8\u5bf9":46,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":2,"\u76f8\u5bf9mnist\u800c\u8a00":3,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":70,"\u76f8\u5e94\u7684\u6570\u636e\u8fed\u4ee3\u5668\u5982\u4e0b":73,"\u76f8\u5e94\u7684\u6807\u8bb0\u53e5\u5b50\u662f":73,"\u76f8\u5f53":46,"\u77e9\u9635":56,"\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u51e0\u4e2a\u5173\u4e8e\u6d88\u8d39\u8005\u4fe1\u5fc3\u548c\u653f\u6cbb\u89c2\u70b9\u7684\u8c03\u67e5":74,"\u7814\u7a76\u751f":71,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":50,"\u793a":70,"\u793a\u4f8b":[35,68],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":46,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":46,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":46,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":28,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":28,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":41,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":41,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":35,"\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u7ffb\u8bd1":75,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":46,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":35,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":36,"\u79bb":46,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u79d1\u5b66\u5bb6":71,"\u79d1\u5e7b\u7247":71,"\u79f0\u4e3a":[49,50],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":38,"\u79f0\u4e3a\u751f\u4ea7\u955c\u50cf":38,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":45,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":57,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":51,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":62,"\u7a00\u758f\u768401\u5411\u91cf":[3,41],"\u7a00\u758f\u7684\u5411\u91cf":[3,41],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":59,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":62,"\u7a0b\u5e8f\u505c\u6b62":57,"\u7a0b\u5e8f\u5458":71,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":57,"\u7a20\u5bc6\u5411\u91cf":51,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":62,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[3,41],"\u7a97\u6237":46,"\u7acb\u523b\u9000\u51fa":35,"\u7aef\u53e3":55,"\u7aef\u53e3\u6570":55,"\u7aef\u53e3\u9644\u52a0\u5230\u4e3b\u673a\u540d\u4e0a":55,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":2,"\u7aef\u8bfb\u53d6\u6570\u636e":35,"\u7b2c":46,"\u7b2c\u4e00\u4e2a":50,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":3,"\u7b2c\u4e00\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662f\u7b80\u5355\u5feb\u6377":38,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":46,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":3,"\u7b2c\u4e00\u4e2atag\u4e3a":32,"\u7b2c\u4e00\u5929":46,"\u7b2c\u4e00\u6b65\u662f\u8fd0\u884c":38,"\u7b2c\u4e00\u7ae0\u8282":41,"\u7b2c\u4e00\u884c\u4ece":74,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":68,"\u7b2c\u4e00\u884c\u662f":66,"\u7b2c\u4e00\u884c\u7684":75,"\u7b2c\u4e00\u90e8\u5206\u5b9a\u4e49\u4e86\u6570\u636e\u8f93\u5165":36,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":3,"\u7b2c\u4e09":74,"\u7b2c\u4e09\u5217\u662f\u751f\u6210\u7684\u82f1\u8bed\u5e8f\u5217":75,"\u7b2c\u4e09\u6b65":68,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":32,"\u7b2c\u4e8c":74,"\u7b2c\u4e8c\u4e2a\u4e3a":32,"\u7b2c\u4e8c\u4e2a\u65b9\u6cd5\u7684\u597d\u5904\u662fdockerfile\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6210\u6d41\u7a0b\u63cf\u8ff0\u5f88\u6e05\u695a":38,"\u7b2c\u4e8c\u5217\u662f\u96c6\u675f\u641c\u7d22\u7684\u5f97\u5206":75,"\u7b2c\u4e8c\u6b65":[66,68],"\u7b2c\u4e8c\u6b65\u662f\u8fd0\u884c":38,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":68,"\u7b2c\u4e8c\u90e8\u5206\u4e3b\u8981\u662f\u9009\u62e9\u5b66\u4e60\u7b97\u6cd5":36,"\u7b2c\u4e8c\u90e8\u5206\u662f28":3,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":51,"\u7b49":29,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":29,"\u7b49\u5176\u4ed6":75,"\u7b49\u53c2\u6570":62,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":60,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":60,"\u7b49\u6587\u4ef6":29,"\u7b49\u7b49":[70,75],"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":60,"\u7b80\u4ecb":53,"\u7b80\u5355\u6765\u8bf4":54,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":35,"\u7b80\u5355\u7684\u57fa\u4e8e\u5b57\u6bcd\u7684\u8bcd\u5d4c\u5165":72,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":54,"\u7b80\u5355\u7684\u6574\u4e2a\u8bcd\u5d4c\u5165":72,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":3,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":61,"\u7b80\u76f4":46,"\u7b97\u6cd5":[35,36,49,74],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":49,"\u7b97\u6cd5\u914d\u7f6e":74,"\u7ba1\u7406\u4eba\u5458":71,"\u7ba1\u7406\u5458":71,"\u7c7b\u4f3c":[29,45],"\u7c7b\u4f3c\u5730":73,"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":51,"\u7c7b\u522b\u4e2a\u6570":67,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":56,"\u7c7b\u522bid":70,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":70,"\u7c7b\u540d\u548cc":28,"\u7c7b\u578b":[28,57,72],"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":45,"\u7c7b\u578b\u662fsparse_binary_vector":[3,41],"\u7c7b\u578b\u662fsparse_float_vector":[3,41],"\u7c7b\u578b\u6765\u8bbe\u7f6e":3,"\u7c7b\u578b\u7684":46,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":51,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":51,"\u7cfb\u7edf\u7f16\u8bd1wheel\u5305\u7684\u65f6\u5019":35,"\u7ea2\u697c\u68a6":66,"\u7eaa\u5f55\u7247":71,"\u7eafcpu\u955c\u50cf\u4ee5\u53cagpu\u955c\u50cf\u90fd\u4f1a\u7528\u5230avx\u6307\u4ee4\u96c6":38,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u5165\u662f\u4e00\u6279\u70b9":36,"\u7ebf\u6027\u56de\u5f52\u7684\u8f93\u51fa\u662f\u4ece\u8fd9\u6279\u70b9\u4f30\u8ba1\u51fa\u6765\u7684\u53c2\u6570":36,"\u7ebf\u6027\u8ba1\u7b97\u7f51\u7edc\u5c42":36,"\u7ebf\u7a0bid\u53f7":59,"\u7ec6\u8282\u63cf\u8ff0":58,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":35,"\u7ed3\u5408":60,"\u7ed3\u675f\u6807\u8bb0":49,"\u7ed3\u6784\u5982\u4e0b":74,"\u7ed3\u6784\u5982\u4e0b\u56fe":66,"\u7ed3\u679c\u4fdd\u5b58\u5728":73,"\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u4e0e\u540c\u65f6\u671f\u7684twitter\u6d88\u606f\u4e2d\u7684\u60c5\u7eea\u8bcd\u9891\u7387\u76f8\u5173":74,"\u7ed3\u8bba":28,"\u7ed9":46,"\u7ed9\u4e2a\u7b80\u5355\u7684":50,"\u7ed9\u51fa\u56fe\u7247\u5c3a\u5bf8":67,"\u7ed9\u51fa\u8f93\u5165\u6570\u636e\u6240\u5728\u8def\u5f84":67,"\u7ed9\u5b9a\u52a8\u8bcd":73,"\u7ed9\u5b9a\u7684\u6587\u672c\u53ef\u4ee5\u662f\u4e00\u4e2a\u6587\u6863":74,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":48,"\u7edf\u4e00\u7528":20,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":46,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":46,"\u7ef4\u5ea6\u4e3aword_dim":70,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":70,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":70,"\u7ef4\u62a4":60,"\u7ef4\u7a7a\u95f4":49,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":49,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":35,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":3,"\u7f16\u5199\u597d\u6570\u636e\u63d0\u4f9b\u811a\u672c\u540e":72,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":62,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":62,"\u7f16\u53f7":72,"\u7f16\u53f7\u4ece0\u5f00\u59cb":35,"\u7f16\u53f7\u5b57\u6bb5":72,"\u7f16\u7801\u5411\u91cf":49,"\u7f16\u7801\u5668\u8f93\u51fa":49,"\u7f16\u7801\u6e90\u5e8f\u5217":49,"\u7f16\u89e3\u7801\u6a21\u578b\u5c06\u4e00\u4e2a\u6e90\u8bed\u53e5\u7f16\u7801\u4e3a\u4e00\u4e2a\u5b9a\u957f\u7684\u5411\u91cf":75,"\u7f16\u8bd1":[38,50],"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":44,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":43,"\u7f16\u8bd1\u5668":[43,44],"\u7f16\u8bd1\u5668\u6ca1\u6709":28,"\u7f16\u8bd1\u578b\u8bed\u8a00":28,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":52,"\u7f16\u8bd1\u5b8c\u6210\u540e":52,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":44,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":57,"\u7f16\u8bd1\u6d41\u7a0b\u4e3b\u8981\u63a8\u8350\u9ad8\u7ea7\u7528\u6237\u67e5\u770b":39,"\u7f16\u8bd1\u751f\u6210":52,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":32,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":32,"\u7f16\u8bd1\u9009\u9879":37,"\u7f16\u8bd1c":29,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":32,"\u7f16\u8bd1ubuntu\u7684deb\u5305":32,"\u7f16\u8f91":60,"\u7f29\u653e\u53c2\u6570":68,"\u7f51\u7edc":[73,74],"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":60,"\u7f51\u7edc\u540d\u79f0":70,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":51,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":51,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":51,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":51,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":57,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":51,"\u7f51\u7edc\u63a5\u53e3\u5361":55,"\u7f51\u7edc\u6a21\u5757":68,"\u7f51\u7edc\u6a21\u578b\u5c06\u8f93\u51fa\u6807\u7b7e\u7684\u6982\u7387\u5206\u5e03":73,"\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b":74,"\u7f51\u7edc\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a":72,"\u7f51\u7edc\u901a\u4fe1":51,"\u7f51\u7edc\u914d\u7f6e":[55,70,74],"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":[68,73],"\u800c":[36,49,61,72],"\u800c\u4e0d\u4f7f\u7528imdb\u6570\u6910\u96c6\u4e2d\u7684imdb":74,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":29,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":28,"\u800c\u4e0d\u662f\u4f7f\u7528\u540c\u6b65":55,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":35,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":46,"\u800c\u4e0d\u662f\u7ec4\u5408\u4e0a\u4e0b\u6587\u7ea7\u522b\u4fe1\u606f":74,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":29,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":3,"\u800c\u4e14":75,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":26,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":57,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":54,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":54,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":59,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":46,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":68,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":28,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":28,"\u800c\u5927\u591a\u6570\u65b9\u6cd5\u53ea\u662f\u5229\u7528n":74,"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":46,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":46,"\u800c\u5bf9\u4e8egolang":28,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":28,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":46,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":54,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":35,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":29,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":54,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":56,"\u800c\u6ca1\u6709\u77ed\u65f6\u8bb0\u5fc6\u7684\u635f\u5931":74,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":49,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":41,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":59,"\u800c\u7cfb\u7edf\u4e2d\u7684":35,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":46,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":3,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":46,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":50,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":37,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":3,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":48,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":28,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":41,"\u800cweight":67,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":41,"\u804c\u4e1a":71,"\u804c\u4e1a\u4ece\u4e0b\u9762\u6240\u5217\u4e2d\u9009\u62e9":71,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":48,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":48,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":70,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":48,"\u80fd\u83b7\u53d6":55,"\u811a\u672c":[55,67,72],"\u811a\u672c\u4fdd\u5b58\u5728":67,"\u811a\u672c\u5f00\u59cb\u65f6":62,"\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u6d4b\u63a5\u53e3":74,"\u811a\u672c\u65f6\u9700\u8981\u52a0\u4e0a":74,"\u811a\u672c\u8fd0\u884c\u5b8c\u6210\u540e":67,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":50,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":55,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":48,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81ea\u52a8\u751f\u6210":52,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":49,"\u81ea\u5e95\u5411\u4e0a\u6cd5":70,"\u81ea\u6b64":43,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":59,"\u81ea\u7531\u804c\u4e1a\u8005":71,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":29,"\u81f3\u6b64":[3,46,50],"\u8212\u9002":46,"\u826f\u597d\u7684\u6587\u6863":28,"\u827a\u672f\u5bb6":71,"\u8282\u70b9\u4e2d\u7684":55,"\u82e5":51,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[43,44],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":45,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":54,"\u82e5\u6709\u5fc5\u8981":51,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":43,"\u82e5\u73af\u5883\u53d8\u91cf":[43,44],"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":45,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":45,"\u82f1\u6587\u6587\u6863":52,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":52,"\u82f1\u8bed":75,"\u8303\u56f4":59,"\u83b7\u53d6":50,"\u83b7\u53d6\u5229\u7528":70,"\u83b7\u53d6\u5b57\u5178\u7ef4\u5ea6":74,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":70,"\u83b7\u53d6\u901a\u8fc7":74,"\u83b7\u53d6trainer":62,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":51,"\u867d\u7136":36,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":29,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":3,"\u867d\u7136\u8fd9\u4e9b\u6587\u4ef6\u5e76\u975e\u90fd\u9700\u8981\u96c6\u7fa4\u8bad\u7ec3":55,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":56,"\u884c":66,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":68,"\u884c\u5185\u4f7f\u7528":3,"\u884c\u653f\u5de5\u4f5c":71,"\u884c\u955c\u50cf\u5305\u62ec\u7eafcpu\u7248\u672c\u548cgpu\u7248\u672c\u4ee5\u53ca\u5176\u5bf9\u5e94\u7684\u975eavx\u7248\u672c":38,"\u8865\u5145\u4e0a\u6b21\u7684commit":50,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":51,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":51,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":60,"\u8868\u793a\u4e3adeviceid":59,"\u8868\u793a\u5728\u96c6\u7fa4\u4f5c\u4e1a":55,"\u8868\u793a\u5973\u6027":71,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":46,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":55,"\u8868\u793a\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":55,"\u8868\u793a\u751f\u6210\u6570\u636e\u7684\u5e8f\u5217id":75,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":3,"\u8868\u793a\u7537\u6027":71,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":70,"\u8868\u793a\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u7684\u5206\u7c7b\u9519\u8bef":74,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2a\u6837\u672c":74,"\u8868\u793a\u8bad\u7ec3\u4e86xx\u4e2abatch":74,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":62,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":70,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":70,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":62,"\u88ab":50,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"\u88ab\u653e\u5728":51,"\u88ab\u79f0\u4e3a":49,"\u897f\u90e8\u7247":71,"\u8981\u4e0b\u8f7d\u548c\u89e3\u538b\u6570\u636e\u96c6":72,"\u8981\u4e0b\u8f7d\u89e3\u538b\u8fd9\u4e2a\u6a21\u578b":75,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":54,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":62,"\u8981\u5728\u6240\u6709\u8282\u70b9\u4e0a\u5b58\u5728":55,"\u8981\u5bf9\u4e00\u4e2a\u56fe\u7247\u7684\u8fdb\u884c\u5206\u7c7b\u9884\u6d4b":67,"\u8981\u5c06\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u8f6c\u5316\u4e3ameta\u914d\u7f6e\u6587\u4ef6":72,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":45,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":48,"\u8981\u8c03\u7528":51,"\u89e3\u51b3\u529e\u6cd5\u662f":35,"\u89e3\u51b3\u65b9\u6848\u662f":35,"\u89e3\u538b":75,"\u89e3\u6790\u5668\u80fd\u901a\u8fc7\u6587\u4ef6\u7684\u6269\u5c55\u540d\u81ea\u52a8\u8bc6\u522b\u6587\u4ef6\u7684\u683c\u5f0f":72,"\u89e3\u6790\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5b57\u6bb5":72,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":62,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":5,"\u89e3\u7801\u5668\u4f7f\u7528":49,"\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":49,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u89e3\u7801\u5668\u6839\u636e\u4e0a\u4e0b\u6587\u5411\u91cf\u9884\u6d4b\u51fa\u4e00\u4e2a\u76ee\u6807\u5355\u8bcd":75,"\u89e3\u91ca":70,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":28,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":28,"\u8ba1\u7b97":49,"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":51,"\u8ba1\u7b97\u5355\u5143\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3":36,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":49,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":51,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":51,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":49,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":51,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":51,"\u8ba1\u7b97\u8bef\u5dee\u51fd\u6570":36,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":51,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":51,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":51,"\u8ba1\u7b97\u8f93\u51fa":51,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":70,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8ba9\u8fd9\u4e2a\u793a\u4f8b\u53d8\u5f97\u66f4\u597d":72,"\u8ba9paddle\u6838\u5fc3\u4e2d":29,"\u8bad\u7ec3":[56,74],"\u8bad\u7ec3\u4e0e\u5e94\u7528":1,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u4f5c\u4e1a":55,"\u8bad\u7ec3\u53ca\u6d4b\u8bd5\u8bef\u5dee\u66f2\u7ebf\u56fe\u4f1a\u88ab":67,"\u8bad\u7ec3\u53ef\u4ee5\u8bbe\u7f6e\u4e3atrue":73,"\u8bad\u7ec3\u540e":73,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":32,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":55,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":54,"\u8bad\u7ec3\u5b8c\u6210\u540e":36,"\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u7684\u76ee\u5f55":75,"\u8bad\u7ec3\u6570\u636e\u662f":3,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":35,"\u8bad\u7ec3\u6570\u6910\u96c6":74,"\u8bad\u7ec3\u65f6":62,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":70,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":3,"\u8bad\u7ec3\u6a21\u578b\u4e4b\u524d":74,"\u8bad\u7ec3\u6a21\u578b\u540e":49,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":32,"\u8bad\u7ec3\u7684\u635f\u5931\u51fd\u6570\u9ed8\u8ba4\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21":75,"\u8bad\u7ec3\u7684\u811a\u672c\u662f":73,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":62,"\u8bad\u7ec3\u811a\u672c":70,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":70,"\u8bad\u7ec3\u81f3\u591a":72,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":62,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":35,"\u8bad\u7ec3\u8f6e\u6b21":70,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":35,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":56,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":57,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":57,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":57,"\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u6587\u4ef6\u5217\u8868":74,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u505a\u4e86\u968f\u673a\u6253\u4e71\u6392\u5e8f\u800c\u6d4b\u8bd5\u96c6\u6ca1\u6709":74,"\u8bad\u7ec3\u96c6\u5df2\u7ecf\u968f\u673a\u6253\u4e71":74,"\u8bad\u7ec3\u96c6\u5e73\u5747\u503c":67,"\u8bad\u7ec3dot_period":56,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":32,"\u8bb0\u5fc6\u6a21\u5757":49,"\u8bba\u6587":68,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":55,"\u8bbe\u4e3a\u672c\u5730":55,"\u8bbe\u7f6e":29,"\u8bbe\u7f6e\u4e3a":[44,51],"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":57,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":57,"\u8bbe\u7f6e\u4efb\u52a1\u7684\u6a21\u5f0f\u4e3a\u6d4b\u8bd5":75,"\u8bbe\u7f6e\u4fdd\u5b58\u6a21\u578b\u7684\u8f93\u51fa\u8def\u5f84":75,"\u8bbe\u7f6e\u5168\u5c40\u5b66\u4e60\u7387":74,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":3,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":3,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":35,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[35,53,72],"\u8bbe\u7f6e\u5b57\u5178\u6587\u4ef6":74,"\u8bbe\u7f6e\u5de5\u4f5c\u6a21\u5f0f\u4e3a\u8bad\u7ec3":74,"\u8bbe\u7f6e\u5e73\u5747sgd\u7a97\u53e3":74,"\u8bbe\u7f6e\u6210":35,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":35,"\u8bbe\u7f6e\u6570\u636e\u904d\u5386\u6b21\u6570":73,"\u8bbe\u7f6e\u6807\u7b7e\u7c7b\u522b\u5b57\u5178":74,"\u8bbe\u7f6e\u6a21\u578b\u8def\u5f84":74,"\u8bbe\u7f6e\u7684\u547d\u4ee4\u884c\u53c2\u6570":74,"\u8bbe\u7f6e\u795e\u7ecf\u7f51\u7edc\u7684\u914d\u7f6e\u6587\u4ef6":75,"\u8bbe\u7f6e\u7c7b\u522b\u6570":74,"\u8bbe\u7f6e\u7ebf\u7a0b\u6570":[73,74],"\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e":74,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":51,"\u8bbe\u7f6e\u8f93\u51fa\u8def\u5f84\u4ee5\u4fdd\u5b58\u8bad\u7ec3\u5b8c\u6210\u7684\u6a21\u578b":74,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":3,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":59,"\u8bbe\u7f6ebatch":74,"\u8bbe\u7f6ecpu\u7ebf\u7a0b\u6570\u6216\u8005gpu\u8bbe\u5907\u6570":75,"\u8bbe\u7f6egpu":57,"\u8bbe\u7f6epass":74,"\u8bbe\u7f6epasses\u7684\u6570\u91cf":75,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":62,"\u8bc4\u4ef7\u9884\u6d4b\u7684\u6548\u679c":36,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":70,"\u8bc4\u5206":[71,72],"\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":72,"\u8bc4\u5206\u88ab\u8c03\u6574\u4e3a5\u661f\u7684\u89c4\u6a21":71,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":50,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":50,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":50,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":50,"\u8bc6\u522b\u6570\u5b57":32,"\u8bcd\u5411\u91cf":[32,66],"\u8bcd\u5411\u91cf\u6a21\u578b":69,"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":66,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":66,"\u8bcd\u9891\u6700\u9ad8\u7684":75,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":54,"\u8be5":[55,73],"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":3,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":3,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":3,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":57,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":57,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":57,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":57,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":57,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":57,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":57,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":57,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":57,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":3,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":51,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":70,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":57,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":51,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":3,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":37,"\u8be5\u6570\u636e\u53ca\u6709\u5f88\u591a\u4e0d\u540c\u7684\u7248\u672c":71,"\u8be5\u6570\u636e\u96c6":66,"\u8be5\u6570\u636e\u96c6\u4e8e2003\u5e742\u6708\u53d1\u5e03":71,"\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e9b\u7528\u6237\u4fe1\u606f":71,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":57,"\u8be5\u6587\u4ef6\u53ef\u4ee5\u4ece\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6\u751f\u6210":72,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":68,"\u8be5\u6587\u4ef6\u662fpython\u7684pickle\u5bf9\u8c61":72,"\u8be5\u6587\u4ef6\u8d1f\u8d23\u4ea7\u751f\u56fe\u7247\u6570\u636e\u5e76\u4f20\u9012\u7ed9paddle\u7cfb\u7edf":67,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":70,"\u8be5\u6a21\u578b\u5728\u957f\u8bed\u53e5\u7ffb\u8bd1\u7684\u573a\u666f\u4e0b\u6548\u679c\u63d0\u5347\u66f4\u52a0\u660e\u663e":75,"\u8be5\u6a21\u578b\u7684\u7f51\u7edc\u914d\u7f6e\u5982\u4e0b":36,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":49,"\u8be5\u6a21\u578b\u7f51\u7edc\u53ea\u662f\u7528\u4e8e\u8fdb\u884cdemo\u5c55\u793apaddle\u5982\u4f55\u5de5\u4f5c":72,"\u8be5\u793a\u4f8b\u5c06\u5c55\u793apaddle\u5982\u4f55\u8fdb\u884c\u8bcd\u5411\u91cf\u5d4c\u5165":72,"\u8be5\u793a\u4f8b\u7684\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":72,"\u8be5\u7b97\u6cd5\u6bcf\u6279\u91cf":36,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":51,"\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u7cfb\u7edfglibc\u652f\u63012":44,"\u8be5\u811a\u672c\u4ec5\u4ec5\u662f\u5f00\u59cb\u4e00\u4e2apaddle\u8bad\u7ec3\u8fc7\u7a0b":72,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":68,"\u8be5\u811a\u672c\u5c06\u8f93\u51fa\u9884\u6d4b\u5206\u7c7b\u7684\u6807\u7b7e":67,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":51,"\u8be5github\u4ed3\u5e93\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u9884\u7f16\u8bd1\u597d\u7684":44,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":46,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":55,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":70,"\u8be6\u7ec6\u53ef\u53c2\u8003":50,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":68,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":35,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":70,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":37,"\u8be6\u7ec6\u89c1":45,"\u8be6\u7ec6\u8bbe\u8ba1":26,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8":[69,73],"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":32,"\u8bed\u8a00\u6a21\u578b":66,"\u8bf4\u660e":[19,37,62],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":50,"\u8bf4\u660e\u6bcf\u4e2a\u7279\u5f81\u6587\u4ef6\u5177\u4f53\u5b57\u6bb5\u662f":72,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":51,"\u8bf7\u4fdd\u8bc1travi":50,"\u8bf7\u5148\u4f7f\u7528":[43,44],"\u8bf7\u518d\u6b21\u786e\u8ba4py_paddle\u5305\u5df2\u7ecf\u5b89\u88c5":52,"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":59,"\u8bf7\u53c2\u8003":[3,29,35,41,46,51,52,70],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":70,"\u8bf7\u53c2\u8003\u9875\u9762":72,"\u8bf7\u53c2\u8003layer\u6587\u6863":67,"\u8bf7\u53c2\u89c1":50,"\u8bf7\u53c2\u9605":49,"\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":73,"\u8bf7\u5728\u8be5pull":50,"\u8bf7\u5b89\u88c5cuda":40,"\u8bf7\u5c06with_doc\u9009\u9879\u5173\u95ed":52,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":50,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":50,"\u8bf7\u628a\u6587\u6863\u91cc\u547d\u4ee4\u4e2d\u7684paddlepaddl":38,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":57,"\u8bf7\u67e5\u770b":66,"\u8bf7\u6ce8\u610f":[38,49,61,66],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":50,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":50,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":59,"\u8bf7\u786e\u4fdd":50,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":50,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":50,"\u8bf7\u8bb0\u4f4f":55,"\u8bf7\u8fd0\u884c":38,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":50,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":35,"\u8bf7\u9075\u5b88":50,"\u8bf7\u91c7\u7528":50,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":59,"\u8bfb\u53d612\u4e2a\u91c7\u6837\u6570\u636e\u8fdb\u884c\u968f\u673a\u68af\u5ea6\u8ba1\u7b97\u6765\u66f4\u65b0\u66f4\u65b0":36,"\u8bfb\u53d6\u6570\u636e":3,"\u8bfb\u53d6\u6bcf\u4e00\u884c":3,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":62,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":62,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":62,"\u8c03\u7528":[51,67],"\u8c03\u7528\u4e00\u6b21":3,"\u8c03\u7528\u4e0a\u9762\u7684process\u51fd\u6570\u83b7\u5f97\u89c2\u6d4b\u6570\u636e":36,"\u8c03\u7528\u65b9\u6cd5\u89c1c":43,"\u8c03\u7528\u7684pydataprovider2\u662f":3,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":3,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":51,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":3,"\u8c13\u8bcd\u4e0a\u4e0b\u6587":73,"\u8d1f\u6837\u672c":70,"\u8d1f\u9762\u7684\u8bc4\u8bba\u7684\u5f97\u5206\u5c0f\u4e8e\u7b49\u4e8e4":74,"\u8d1f\u9762\u8bc4\u4ef7\u6837\u672c":74,"\u8d21\u732e\u6587\u6863":52,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":60,"\u8d77":46,"\u8def\u5f84\u4e0b":[36,68],"\u8df3\u8f6c\u5230":50,"\u8f6c\u4e3ajpeg\u6587\u4ef6\u5e76\u5b58\u5165\u7279\u5b9a\u7684\u76ee\u5f55":67,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8f6c\u6362\u8fc7\u6765\u7684":68,"\u8f6e":72,"\u8f83":46,"\u8f93\u5165":[45,49],"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":48,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":48,"\u8f93\u5165\u56fe\u7247\u7684\u9ad8\u5ea6\u53ca\u5bbd\u5ea6":67,"\u8f93\u5165\u5c42\u5c3a\u5bf8":68,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":46,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":46,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":46,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":59,"\u8f93\u5165\u6570\u6910\u6240\u5728\u76ee\u5f55":74,"\u8f93\u5165\u6587\u672c":66,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":66,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":51,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":51,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":68,"\u8f93\u5165\u7684":66,"\u8f93\u5165\u7684\u539f\u59cb\u6570\u636e\u96c6\u8def\u5f84":75,"\u8f93\u5165\u7684\u540d\u5b57":51,"\u8f93\u5165\u7684\u5927\u5c0f":51,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":66,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":66,"\u8f93\u5165\u7684\u7c7b\u578b":51,"\u8f93\u5165\u95e8":74,"\u8f93\u5165\u9884\u6d4b\u6837\u672c":74,"\u8f93\u5165n\u4e2a\u5355\u8bcd":70,"\u8f93\u51fa":[45,49],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":48,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":48,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":70,"\u8f93\u51fa\u51fd\u6570":49,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":45,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":48,"\u8f93\u51fa\u5e94\u8be5\u7c7b\u4f3c\u5982\u4e0b":72,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":66,"\u8f93\u51fa\u65e5\u5fd7\u4fdd\u5b58\u5728\u8def\u5f84":74,"\u8f93\u51fa\u65e5\u5fd7\u8bf4\u660e\u5982\u4e0b":74,"\u8f93\u51fa\u67092\u5217":66,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":68,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":66,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":66,"\u8f93\u51fa\u7684\u68af\u5ea6":57,"\u8f93\u51fa\u76ee\u5f55":68,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":61,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":46,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":35,"\u8fd0":38,"\u8fd0\u884c":40,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u5373\u53ef":72,"\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u8fd9\u4e2a\u811a\u672c":75,"\u8fd0\u884c\u4ee5\u4e0b\u6307\u4ee4":38,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":66,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":66,"\u8fd0\u884c\u4ee5\u4e0b\u8bad\u7ec3\u547d\u4ee4":36,"\u8fd0\u884c\u4ee5\u53ca\u53d1\u5e03\u60a8\u7684ai\u7a0b\u5e8f":38,"\u8fd0\u884c\u5206\u5e03\u5f0f\u4f5c\u4e1a":55,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":[35,53,70],"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":38,"\u8fd0\u884c\u5931\u8d25":59,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":66,"\u8fd0\u884c\u5b8c\u6210\u540e":55,"\u8fd0\u884c\u5b8c\u811a\u672c":74,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":66,"\u8fd0\u884c\u6210\u529f\u540e\u76ee\u5f55":74,"\u8fd0\u884c\u65e5\u5fd7":55,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":62,"\u8fd1":46,"\u8fd1\u671f\u63d0\u51fa\u7684nmt\u6a21\u578b\u901a\u5e38\u90fd\u5c5e\u4e8e\u7f16\u89e3\u7801\u6a21\u578b":75,"\u8fd4\u56de":[8,9,10,13,15],"\u8fd4\u56de0":3,"\u8fd4\u56de8\u4e2a\u7279\u5f81list\u548c1\u4e2a\u6807\u7b7elist":73,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":3,"\u8fd4\u56de\u6570\u636e\u7684\u6bcf\u4e00\u6761\u6837\u672c\u7ed9":72,"\u8fd4\u56de\u65f6":3,"\u8fd4\u56de\u7684\u662f":[3,41],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":3,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":32,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":51,"\u8fd4\u56de\u7c7b\u578b":[8,9,10,13,15],"\u8fd8\u4f1a":46,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":43,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":50,"\u8fd8\u662f":46,"\u8fd8\u662f\u4ece":20,"\u8fd8\u6709":46,"\u8fd8\u80fd\u5904\u7406\u5176\u4ed6\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e":74,"\u8fd8\u91c7\u7528\u4e86\u4e24\u4e2a\u5176\u4ed6\u7279\u5f81":73,"\u8fd8\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406":67,"\u8fd9":[35,46,70],"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":54,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":29,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":29,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":48,"\u8fd9\u4e09\u4e2a\u5206\u652f":32,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":70,"\u8fd9\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":55,"\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5939\u4e0b\u5404\u81ea\u670910\u4e2a\u5b50\u6587\u4ef6\u5939":67,"\u8fd9\u4e24\u4e2a\u6807\u51c6":73,"\u8fd9\u4e2a":[46,60],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":35,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":35,"\u8fd9\u4e2a\u51fd\u6570\u7684":49,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":46,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":49,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":29,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":29,"\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":75,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":2,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":62,"\u8fd9\u4e2a\u57fa\u7c7b":51,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":29,"\u8fd9\u4e2a\u5b57\u5178\u662f\u6574\u6570\u6807\u7b7e\u548c\u5b57\u7b26\u4e32\u6807\u7b7e\u7684\u4e00\u4e2a\u5bf9\u5e94":74,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":48,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":28,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":46,"\u8fd9\u4e2a\u6570\u91cf\u79f0\u4e3abeam":75,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":28,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":70,"\u8fd9\u4e2a\u6a21\u578b\u5bf9\u4e8e\u7f16\u89e3\u7801\u6a21\u578b\u6765\u8bf4":75,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":29,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":46,"\u8fd9\u4e2a\u7a0b\u5e8f\u662f\u60a8\u5728\u5f00\u53d1\u673a\u4e0a\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u5b8c\u6210\u5f00\u53d1":38,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":51,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":51,"\u8fd9\u4e2a\u7cfb\u7edf\u5c06srl\u4efb\u52a1\u89c6\u4e3a\u5e8f\u5217\u6807\u6ce8\u95ee\u9898":73,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":29,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":29,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":60,"\u8fd9\u4e2a\u8868\u683c":60,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":48,"\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u662f\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b":36,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":50,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":66,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":60,"\u8fd9\u4e2a\u914d\u7f6e\u662f\u5426\u7528\u6765\u751f\u6210":75,"\u8fd9\u4e2a\u955c\u50cf\u5305\u542b\u4e86paddle\u76f8\u5173\u7684\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u7f16\u8bd1\u548c\u8fd0\u884c\u73af\u5883":38,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":49,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":3,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":29,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":3,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":62,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":48,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":35,"\u8fd9\u4e9b":55,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":20,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":62,"\u8fd9\u4e9b\u53c2\u6570\u7684\u7b80\u77ed\u4ecb\u7ecd\u5982\u4e0b":72,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":51,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":35,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":35,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":68,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":68,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":68,"\u8fd9\u4e9b\u7279\u5f81\u548c\u6807\u7b7e\u5b58\u50a8\u5728":73,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":46,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":51,"\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":36,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":50,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":50,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":51,"\u8fd9\u4f7f\u5f97nmt\u6a21\u578b\u5f97\u4ee5\u89e3\u653e\u51fa\u6765":75,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":46,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":37,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":50,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":50,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":46,"\u8fd9\u56db\u4e2a\u7b80\u5355\u7684\u7279\u5f81\u662f\u6211\u4eec\u7684srl\u7cfb\u7edf\u6240\u9700\u8981\u7684":73,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":46,"\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f18\u4e8e\u5148\u524d\u7684\u6700\u5148\u8fdb\u7684\u7cfb\u7edf":73,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":49,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":28,"\u8fd9\u5c06\u82b1\u8d39\u6570\u5206\u949f\u7684\u65f6\u95f4":75,"\u8fd9\u5df2\u7ecf\u5728":74,"\u8fd9\u610f\u5473\u7740":49,"\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4e0d\u65ad\u7684\u6539\u8fdb":36,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":59,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":35,"\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7edf\u8ba1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf":74,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":45,"\u8fd9\u662f\u56e0\u4e3a":28,"\u8fd9\u662f\u56e0\u4e3a\u5b83\u53d1\u6398\u51fa\u4e86\u56fe\u7247\u7684\u4e24\u7c7b\u91cd\u8981\u4fe1\u606f":67,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":50,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":46,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":35,"\u8fd9\u662f\u96c6\u675f\u641c\u7d22\u7684\u7ed3\u679c":75,"\u8fd9\u6765\u81ea\u4e8epaddlepaddle\u7684\u5185\u5b58\u4e2d":75,"\u8fd9\u6837":[29,36,55],"\u8fd9\u6837\u4fdd\u8bc1":32,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":35,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":59,"\u8fd9\u6837\u5bb9\u5668\u7684":62,"\u8fd9\u6837\u5c31\u4f1a\u751f\u6210\u4e24\u4e2a\u6587\u4ef6":72,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":26,"\u8fd9\u6837\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u5de5\u4f5c":38,"\u8fd9\u6837\u5f53\u8be5pull":50,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":51,"\u8fd9\u6837\u7684\u8bdd":61,"\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":72,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":54,"\u8fd9\u6bb5\u7b80\u77ed\u7684\u914d\u7f6e\u5c55\u793a\u4e86paddlepaddle\u7684\u57fa\u672c\u7528\u6cd5":36,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":51,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":35,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":51,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":59,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":49,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":48,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":62,"\u8fd9\u7bc7\u6587\u6863":50,"\u8fd9\u7bc7\u6587\u6863\u5c06\u4ee5linux":44,"\u8fd9\u7bc7\u6587\u7ae0":75,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":46,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":49,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":28,"\u8fd9\u91cc":[35,38,49,50,60,62,68,73],"\u8fd9\u91cc\u4ecb\u7ecd\u5982\u751f\u6210\u9020\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":38,"\u8fd9\u91cc\u4ee5":70,"\u8fd9\u91cc\u4f7f\u7528\u4e00\u4e2a\u57fa\u4e8emomentum\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d":36,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u4e09\u79cd\u7f51\u7edc\u5355\u5143":36,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u7684python\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u6910":74,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":46,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":35,"\u8fd9\u91cc\u5229\u7528\u5b83\u5efa\u6a21\u53d8\u91cf\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb":36,"\u8fd9\u91cc\u53ea\u52a0\u8f7d":75,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":70,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":41,"\u8fd9\u91cc\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u89c2\u6d4b\u6570\u636e\u6765\u62df\u5408\u8fd9\u4e00\u7ebf\u6027\u5173\u7cfb":36,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528":72,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u4e2a\u5c0f\u7684vgg\u7f51\u7edc":67,"\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7684\u662fgpu\u6a21\u5f0f\u8fdb\u884c\u8bad\u7ec3":67,"\u8fd9\u91cc\u6211\u4eec\u5728movielens\u6570\u636e\u96c6\u63cf\u8ff0\u4e00\u79cd":72,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":51,"\u8fd9\u91cc\u6211\u4eec\u7528paddl":38,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":62,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":70,"\u8fd9\u91cc\u6570\u636e\u5c42\u6709\u4e24\u4e2a":36,"\u8fd9\u91cc\u662f\u4e00\u4e2a\u4f8b\u5b50":75,"\u8fd9\u91cc\u6709\u4e00\u4e9b\u4e0d\u540c\u7684\u53c2\u6570\u9700\u8981\u6307\u5b9a":75,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":55,"\u8fd9\u91cc\u6bcf\u4e2a5\u4e2abatch\u6253\u5370\u4e00\u4e2a\u70b9":75,"\u8fd9\u91cc\u6bcf\u9694100\u4e2abatch\u663e\u793a\u4e00\u6b21\u53c2\u6570\u7edf\u8ba1\u4fe1\u606f":75,"\u8fd9\u91cc\u6bcf\u969410\u4e2abatch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":75,"\u8fd9\u91cc\u7684\u5217\u51fa\u7684\u548c":67,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":70,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":60,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u4f7f\u7528cpu":75,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3afals":75,"\u8fd9\u91cc\u8bbe\u7f6e\u4e3atrue":75,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":70,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":50,"\u8fdb\u5165":74,"\u8fdb\u5165\u5bb9\u5668":61,"\u8fdb\u5165\u5f00\u53d1\u955c\u50cf\u5e76\u5f00\u59cb\u5de5\u4f5c":38,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":62,"\u8fdb\u7a0b\u7684":55,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":62,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":62,"\u8fdb\u7a0b\u9700\u8981\u7684":62,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":32,"\u8fdb\u884c\u4e86":46,"\u8fdb\u884c\u4f7f\u7528":67,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":62,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":62,"\u8fdb\u884c\u56de\u590d":50,"\u8fdb\u884c\u5f00\u53d1":50,"\u8fdb\u884c\u62c6\u89e3":46,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":51,"\u8fdb\u884c\u8bfb\u5165\u548c\u9884\u5904\u7406\u4ece\u800c\u5f97\u5230\u771f\u5b9e\u8f93\u5165":36,"\u8fdb\u884c\u9884\u6d4b":70,"\u8fdb\u9636\u6307\u5357":[41,65],"\u8fde\u63a5":48,"\u8fde\u63a5\u4e09\u4e2alstm\u9690\u85cf\u5c42":74,"\u9000\u4f11\u4eba\u5458":71,"\u9000\u51fa\u5bb9\u5668":61,"\u9002\u4e2d":46,"\u9002\u5408\u81ea\u5df1\u5b9e\u9a8c":38,"\u9009":46,"\u9009\u62e9":46,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":70,"\u9009\u62e9\u76ee\u6807\u5206\u652f":50,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":57,"\u9009\u62e9\u8fc7\u540e\u7684":75,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":60,"\u9009\u81ea\u4e0b\u5217\u7c7b\u578b":71,"\u9009\u9879":[37,66],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":26,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":56,"\u901a\u5e38":[29,55,74],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":62,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":59,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":35,"\u901a\u5e38\u540d\u5b57\u662f":50,"\u901a\u5e38\u60c5\u51b5\u4e0b":54,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":61,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":60,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":49,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":51,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":46,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":59,"\u901a\u7528":56,"\u901a\u77e5":46,"\u901a\u8fc7":[35,46,50,51,55,70],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":48,"\u901a\u8fc7\u4ea4\u53c9\u7f16\u8bd1\u7684\u65b9\u5f0f\u6765\u7f16\u8bd1":44,"\u901a\u8fc7\u4ea4\u66ff\u4f7f\u7528\u5377\u79ef\u548c\u6c60\u5316\u5904\u7406":67,"\u901a\u8fc7\u4f7f\u7528":37,"\u901a\u8fc7\u51fd\u6570":62,"\u901a\u8fc7\u5377\u79ef\u64cd\u4f5c\u4ece\u56fe\u7247\u6216\u7279\u5f81\u56fe\u4e2d\u63d0\u53d6\u7279\u5f81":67,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":35,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":48,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":48,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":50,"\u901a\u8fc7\u6240\u6709\u8bad\u7ec3\u96c6\u4e00\u6b21\u79f0\u4e3a\u4e00\u904d":74,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":70,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":29,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":41,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":5,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":51,"\u901a\u8fc7\u8c03\u7528":5,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":70,"\u901a\u8fc7data":48,"\u901a\u8fc7volum":60,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":26,"\u903b\u8f91\u56de\u5f52":70,"\u9053\u6b49":46,"\u9069":46,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":50,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":32,"\u9075\u5faa\u5982\u4e0b\u7684\u683c\u5f0f":71,"\u9075\u5faa\u6587\u7ae0":66,"\u90a3\u4e48":[29,48,51],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":48,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":35,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":2,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":35,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":35,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":3,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":35,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6536\u96c6\u5e02\u573a\u4e0a\u623f\u5b50\u7684\u5927\u5c0f\u548c\u4ef7\u683c":36,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":49,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":49,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":35,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":35,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u672c\u5730\u7f16\u8bd1\u5b89\u88c5paddlepaddl":52,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":35,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":35,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":35,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":59,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":3,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":54,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":54,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":35,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":54,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":54,"\u90ae\u7f16":71,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":60,"\u90fd":46,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":57,"\u90fd\u4f7f\u7528\u968f\u673a\u503c\u521d\u59cb\u5316":36,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":46,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":45,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":46,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":28,"\u90fd\u7528":50,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":50,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":51,"\u914d\u7f6e":74,"\u914d\u7f6e\u4e86\u7f51\u7edc":72,"\u914d\u7f6e\u521b\u5efa\u5b8c\u6bd5\u540e":67,"\u914d\u7f6e\u5982\u4e0b":66,"\u914d\u7f6e\u6253\u5f00":54,"\u914d\u7f6e\u6587\u4ef6":70,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":51,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":66,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":26,"\u914d\u7f6e\u7b49\u6587\u4ef6\u7684\u76ee\u5f55\u89c6\u4e3a":55,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":49,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":51,"\u914d\u7f6eapi":45,"\u9152\u5e97":46,"\u91c7\u6837\u5c42":72,"\u91c7\u7528":73,"\u91c7\u7528\u53e6\u4e00\u79cd\u65b9\u6cd5\u6765\u5806\u53e0lstm\u5c42":73,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":57,"\u91c7\u7528multi":35,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":61,"\u91cc\u4f1a\u7ee7\u7eed\u5b89\u88c5":40,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":28,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":68,"\u91cc\u7684\u65e5\u5fd7":55,"\u91cc\u9762\u6db5\u76d6\u4e86":38,"\u91cc\u9762\u6db5\u76d6\u4e86paddlepaddle\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u73af\u5883":38,"\u91cd\u547d\u540d\u6210":28,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":54,"\u9488\u5bf9\u4e0d\u540c\u5e73\u53f0\u7684\u7f16\u8bd1\u5de5\u5177":44,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":61,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":35,"\u9488\u5bf9\u6587\u672c":72,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":37,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":28,"\u94fe\u63a5\u5f85\u8865\u5145":70,"\u9500\u552e":71,"\u9519\u8bef\u5904\u7406":28,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":28,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":28,"\u9519\u8bef\u7387":70,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":35,"\u955c\u50cf\u91cc\u6709":61,"\u957f\u5ea6":35,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":49,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":49,"\u95ee\u9898":36,"\u95f4\u9694":70,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":57,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":57,"\u9664\u4e86":3,"\u9664\u4e86boot_lay":46,"\u9664\u53bbdata\u5c42":70,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":29,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":66,"\u9664\u96f6\u7b49\u95ee\u9898":35,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":50,"\u968f\u673a\u521d\u59cb\u4e0d\u5b58\u5728\u7684\u53c2\u6570":73,"\u968f\u673a\u6570\u7684\u79cd\u5b50":57,"\u968f\u673a\u6570seed":56,"\u968f\u7740\u8f6e\u6570\u589e\u52a0\u8bef\u5dee\u4ee3\u4ef7\u51fd\u6570\u7684\u8f93\u51fa\u5728\u4e0d\u65ad\u7684\u51cf\u5c0f":36,"\u9694\u5f00":68,"\u96c6":71,"\u96c6\u675f\u641c\u7d22\u4e2d\u7684\u6269\u5c55\u5e7f\u5ea6":75,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u6765\u6784\u5efa\u641c\u7d22\u6811":75,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":57,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":61,"\u96c6\u7fa4\u4f5c\u4e1a\u4e2d\u6240\u6709\u8fdb\u7a0b\u7684\u73af\u5883\u8bbe\u7f6e":55,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":55,"\u96c6\u7fa4\u5de5\u4f5c":55,"\u96c6\u7fa4\u6d4b\u8bd5":56,"\u96c6\u7fa4\u8bad\u7ec3":56,"\u96c6\u7fa4\u8fdb\u7a0b":55,"\u96c6\u7fa4\u901a\u4fe1\u4fe1\u9053\u7684\u7aef\u53e3\u6570":55,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684":55,"\u96c6\u7fa4\u901a\u4fe1\u901a\u9053\u7684\u7aef\u53e3\u53f7":55,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":54,"\u9700\u8981":20,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":62,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":50,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":60,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":26,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":50,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":62,"\u9700\u8981\u5728":55,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":61,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":52,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":29,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":68,"\u9700\u8981\u5bf9":60,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":35,"\u9700\u8981\u5c06\u6807\u8bb0\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8def\u5f84":74,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":32,"\u9700\u8981\u5f15\u7528":29,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":46,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":41,"\u9700\u8981\u660e\u786e\u6307\u5b9a":57,"\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":60,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":28,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":62,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[32,57,72],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":51,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":46,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":43,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":29,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":48,"\u975e\u5e38\u6570":51,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":51,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":43,"\u97f3\u4e50\u5267":71,"\u987a\u5e8f":46,"\u9884\u5904\u7406\u6570\u636e\u4e00\u822c\u7684\u547d\u4ee4\u4e3a":72,"\u9884\u5904\u7406\u811a\u672c":74,"\u9884\u5b9a\u4e49\u7f51\u7edc":74,"\u9884\u5b9a\u4e49\u7f51\u7edc\u5982\u56fe3\u6240\u793a":74,"\u9884\u63d0\u4ea4\u94a9\u5b50":50,"\u9884\u6d4b\u540e":73,"\u9884\u6d4b\u63a5\u53e3\u811a\u672c":74,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":68,"\u9884\u6d4b\u7a0b\u5e8f\u5c06\u8bfb\u53d6\u7528\u6237\u7684\u8f93\u5165":72,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":70,"\u9884\u6d4b\u811a\u672c\u662f":73,"\u9884\u6d4bid":70,"\u9884\u6d4bimdb\u7684\u672a\u6807\u8bb0\u8bc4\u8bba\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5982\u4e0b":74,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":66,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":66,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":68,"\u989d\u5916\u7684\u53c2\u6570":70,"\u9996\u5148":[3,36,46,49,51,66,68,70,73,74],"\u9996\u5148\u4e0b\u8f7dcifar":67,"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":37,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":50,"\u9996\u5148\u5b89\u88c5paddlepaddl":74,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":51,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":51,"\u9996\u5148\u662f\u6cd5\u8bed\u5e8f\u5217":75,"\u9996\u5148\u901a\u8fc7":50,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":41,"\u9a71\u52a8":52,"\u9ad8\u4e2d\u6bd5\u4e1a\u751f":71,"\u9ad8\u4eae\u90e8\u5206":46,"\u9ad8\u53ef\u7528":60,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":49,"\u9ad8\u6548\u6027":0,"\u9ad8\u65af\u5206\u5e03":35,"\u9ed1\u8272\u7535\u5f71":71,"\u9ed8\u8ba4":[3,57,75],"\u9ed8\u8ba4256k":26,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":70,"\u9ed8\u8ba4\u4e0d\u663e\u793a":57,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":48,"\u9ed8\u8ba4\u4e3a0":[57,59],"\u9ed8\u8ba4\u4e3a1":[3,59],"\u9ed8\u8ba4\u4e3a100":59,"\u9ed8\u8ba4\u4e3a4096mb":57,"\u9ed8\u8ba4\u4e3a\u4e0d\u4f7f\u7528":72,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":48,"\u9ed8\u8ba4\u4e3anull":57,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":57,"\u9ed8\u8ba4\u503c":[37,45,59],"\u9ed8\u8ba4\u503c\u4e3a":[43,44],"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":48,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[35,55,74],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u7f51\u7edc":74,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":46,"\u9ed8\u8ba4\u7528\u6765\u5207\u5206\u5355\u8bb0\u548c\u6807\u70b9\u7b26\u53f7":74,"\u9ed8\u8ba4\u7684":61,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":59,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[43,44],"\u9ed8\u8ba4\u914d\u7f6e\u5982\u4e0b":55,"abstract":33,"adamax\u7b49":70,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":70,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":43,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":43,"api\u4e2d\u4f7f\u7528":28,"api\u5bf9\u6bd4\u4ecb\u7ecd":47,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":29,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":29,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":29,"api\u63a5\u53e3":[26,60],"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":29,"api\u6587\u6863":43,"api\u6587\u6863\u751f\u6210\u8fc7\u7a0b\u4f9d\u8d56\u4e8epy_paddl":52,"api\u65f6":29,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":29,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":29,"api\u66b4\u9732\u7684\u7c7b\u578b":29,"api\u6765\u9884\u6d4b":43,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":29,"api\u7684\u5934\u6587\u4ef6":[43,44],"api\u7684\u5b9e\u4f8b":29,"api\u7684\u5b9e\u73b0\u7ec6\u8282":29,"api\u7684\u63a5\u53e3":29,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":29,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":29,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":29,"api\u7ea7\u522b":43,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":43,"api\u7ea7\u522b\u4e3a21":43,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":29,"app\u4e2d":43,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":35,"atlas\u7684\u8def\u5f84":37,"avx\u7684\u955c\u50cf":38,"awselasticblockstore\u7b49":60,"batch\u4e2d\u5305\u542b":35,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":57,"batches\u6b21":57,"bin\u548c\u8bc4\u5206\u6587\u4ef6":72,"blas\u7684\u8def\u5f84":37,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":38,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":32,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":38,"book\u7684":41,"book\u7684docker\u955c\u50cf":38,"bool\u578b\u53c2\u6570":3,"boolean":[9,27,28],"break":17,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":32,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":32,"build\u6307\u4ee4\u6309\u7167dockerfile\u751f\u6210\u955c\u50cf":38,"build\u8fd9\u4e2a\u547d\u4ee4\u7684":38,"byte":[26,35],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":28,"c\u6709\u6807\u51c6\u7684abi":28,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":28,"caoying\u7684pul":75,"case":[9,29,31,54],"char":22,"class":[6,7,8,9,11,12,13,15,16,28,33,34,35,51,74],"cmake\u4e2d\u5c06":54,"cmake\u53c2\u6570\u5982\u4e0b":44,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":43,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":35,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":[43,44],"cmake\u7f16\u8bd1\u65f6":37,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[43,44],"cmake\u914d\u7f6e\u4e2d\u5c06":54,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[43,44],"conf\u4f5c\u4e3a\u914d\u7f6e":75,"const":[22,30,33,34,51],"container\u4e2d":61,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":29,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":29,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":29,"core\u6982\u5ff5":29,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":41,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":35,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":59,"count\u548cgpu":59,"cpu\u7248\u672c":40,"cuda\u5e73\u53f0":40,"cuda\u5e93":57,"cudnn\u5e93":[37,57],"dat\u4e2d":72,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":62,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":46,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":46,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":2,"dataprovider\u7684\u4ecb\u7ecd":[4,70],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":35,"deb\u5305":32,"deb\u5305\u7f16\u8bd1\u95ee\u9898":32,"deb\u5b89\u88c5\u5305":40,"decay\u5219\u4e3a0":67,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":48,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":48,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":48,"decoer\u67b6\u6784":48,"default":[7,8,9,10,12,13,15,16,17,33,34,59,61,62,74],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":5,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":3,"dictionary\u7531\u89e3\u6790\u81ea\u52a8\u751f\u6210":72,"dir\u4e2d\u670916\u4e2a\u5b50\u76ee\u5f55":75,"docker\u5b58\u5728\u95ee\u9898":38,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":52,"docker\u7684\u5b98\u7f51":52,"docker\u955c\u50cf\u6765\u670d\u52a1html\u4ee3\u7801":38,"dockerfile\u4f4d\u4e8epaddlepaddl":38,"dockers\u8bbe\u7f6e":38,"dropout\u7684\u6bd4\u4f8b":51,"elec\u6d4b\u8bd5\u96c6":70,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":70,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":46,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":48,"encoder\u8f93\u51fa":48,"entropy\u4f5c\u4e3acost":35,"enum":[22,34],"evaluator\u7684\u503c\u4f4e\u4e8e0":75,"export":[9,35,38,40,67],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[3,41],"false\u7684\u60c5\u51b5":3,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":59,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":59,"final":10,"float":[3,7,8,9,11,13,34,36,54,68],"float\u7b49":59,"function":[9,10,11,13,16,18,21,22,23,25,30,31,33,34,49,74],"gen\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868":75,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":3,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":3,"git\u6d41\u5206\u652f\u6a21\u578b":50,"github\u9996\u9875":50,"golang\u53ef\u4ee5\u4f7f\u7528":28,"golang\u7684":28,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":37,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":54,"gpu\u53cc\u7f13\u5b58":3,"gpu\u548c\u975eavx\u533a\u5206\u4e86\u5982\u4e0b4\u4e2a\u955c\u50cf":38,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":53,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":57,"gpu\u7248\u672c":40,"gpu\u7248\u672c\u5e76\u60f3\u4f7f\u7528":73,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":35,"gram\u7ea7\u522b\u7684\u77e5\u8bc6":74,"group\u6559\u7a0b":47,"gru\u6216lstm":49,"gru\u6a21\u578b":70,"gru\u6a21\u578b\u914d\u7f6e":70,"h\u5e76\u4e0d\u56f0\u96be":28,"hot\u7a20\u5bc6\u5411\u91cf":72,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":52,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[3,41],"id\u4e3a0\u7684\u6982\u7387":70,"id\u4e3a1\u7684\u6982\u7387":70,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":57,"id\u6307\u5b9a\u7684gpu":59,"id\u65e0\u6548":57,"image\u91cc":61,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"imdb\u6570\u636e\u96c6\u5305\u542b25":74,"imdb\u6709\u4e24\u4e2a\u6807\u7b7e":74,"imdb\u7684\u6570\u6910\u96c6":74,"import":[3,5,8,9,16,17,33,35,36,41,52,66,67,68,74,75],"include\u4e0b\u9700\u8981\u5305\u542bcbla":37,"include\u4e0b\u9700\u8981\u5305\u542bmkl":37,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":26,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":3,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[3,7,8,9,10,13,21,22,25,28,29,31,34,46,51,59,73],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":28,"issue\u7f16\u53f7":50,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":60,"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":60,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":62,"job\u7684\u540d\u5b57":62,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":62,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":53,"kubernetes\u5355\u673a\u8bad\u7ec3":53,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":60,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":62,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":62,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":60,"kubernetes\u652f\u6301\u591a\u79cdvolum":60,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":61,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":60,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":46,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":46,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":45,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":48,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":41,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":51,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u548catlas\u4e24\u4e2a\u5e93":37,"lib\u4e0b\u9700\u8981\u5305\u542bcblas\u5e93":37,"lib\u4e0b\u9700\u8981\u5305\u542bopenblas\u5e93":37,"lib\u76ee\u5f55\u4e0b\u9700\u8981\u5305\u542bmkl_cor":37,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":3,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":32,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":3,"list\u548ctest":2,"list\u5982\u4e0b\u6240\u793a":59,"list\u5b58\u653e\u5728\u672c\u5730":2,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":59,"long":[9,10,13],"lstm\u67b6\u6784\u7684\u6700\u5927\u4f18\u70b9\u662f\u5b83\u53ef\u4ee5\u5728\u957f\u65f6\u95f4\u95f4\u9694\u5185\u8bb0\u5fc6\u4fe1\u606f":74,"lstm\u6a21\u578b":70,"lstm\u6a21\u578b\u914d\u7f6e":70,"lstm\u7f51\u7edc\u7c7b\u4f3c\u4e8e\u5177\u6709\u9690\u85cf\u5c42\u7684\u6807\u51c6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":74,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":48,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":49,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":49,"memory\u53ea\u80fd\u5728":48,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":46,"memory\u6307\u5411\u4e00\u4e2alay":48,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":49,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":46,"memory\u7684":49,"memory\u7684\u521d\u59cb\u72b6\u6001":48,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":46,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":48,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":49,"memory\u7684i":48,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":48,"mkl\u7684\u8def\u5f84":37,"mkl_sequential\u548cmkl_intel_lp64\u4e09\u4e2a\u5e93":37,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":3,"mode\u548cattent":75,"mode\u7684python\u51fd\u6570":75,"model\u505a\u5206\u652f\u7ba1\u7406":32,"model\u53ef\u4ee5\u901a\u8fc7":5,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":5,"movielens\u6570\u636e\u96c6":72,"name\u662f\u4f53\u88c1":72,"name\u662f\u5e74\u9f84":72,"name\u662f\u6027\u522b":72,"name\u662f\u7535\u5f71\u540d":72,"name\u662f\u804c\u4e1a":72,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":62,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":43,"new":[9,13,17,18,21,22,23,24,31,34,50,51],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":60,"nmt\u6a21\u578b\u53d7\u5236\u4e8e\u6e90\u8bed\u53e5\u7684\u7f16\u7801":75,"noavx\u7248\u672c":40,"normalization\u5c42":68,"normalization\u5c42\u7684\u53c2\u6570":68,"note\u7684\u4e66\u5199":32,"notebook\u662f\u4e00\u4e2a\u5f00\u6e90\u7684web\u7a0b\u5e8f":38,"null":[9,51,57],"num_gradient_servers\u53c2\u6570":62,"openblas\u7684\u8def\u5f84":37,"out\u4e0b\u5305\u542b":67,"out\u7684\u6587\u4ef6\u5939":67,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":46,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":62,"packages\u91cc\u9762":35,"packages\u91cc\u9762\u7684python\u5305":35,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":37,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":28,"paddle\u4e2d\u7684\u4e00\u6761pass\u8868\u793a\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u6240\u6709\u7684\u6837\u672c\u4e00\u6b21":75,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":46,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":35,"paddle\u4f7f\u7528git":32,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":28,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":28,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":32,"paddle\u66ff\u6362\u6210":38,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":32,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":32,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":32,"paddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":61,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":28,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":29,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":28,"paddle\u7684c":29,"paddle\u7684dock":61,"paddle\u7684docker\u5f00\u53d1\u955c\u50cf\u5e26\u6709\u4e00\u4e2a\u901a\u8fc7":38,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":29,"paddle\u955c\u50cf":61,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":28,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":29,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":28,"paddle_\u7c7b\u578b\u540d":29,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":29,"paddlepaddle\u4e2d":[45,48],"paddlepaddle\u4e2d\u7684\u4e00\u4e2apass\u610f\u5473\u7740\u5bf9\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6837\u672c\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3":74,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":46,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":41,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[43,44],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":41,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":70,"paddlepaddle\u4f7f\u7528\u5747\u503c0":35,"paddlepaddle\u4f7f\u7528avx":35,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":5,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":3,"paddlepaddle\u5148\u4ece\u4e00\u4e2a\u6587\u4ef6\u5217\u8868\u91cc\u83b7\u5f97\u6570\u636e\u6587\u4ef6\u5730\u5740":36,"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":38,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":37,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":70,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":46,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":51,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":46,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[3,41],"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":3,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":70,"paddlepaddle\u5c06\u5728\u89c2\u6d4b\u6570\u636e\u96c6\u4e0a\u8fed\u4ee3\u8bad\u7ec330\u8f6e":36,"paddlepaddle\u5c06\u6839\u636e":43,"paddlepaddle\u5c06\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570\u4f5c\u4e3a\u4e00\u4e2anumpy\u6570\u7ec4\u5355\u72ec\u5b58\u4e3a\u4e00\u4e2a\u6587\u4ef6":36,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[43,44],"paddlepaddle\u5c06train":3,"paddlepaddle\u5f00\u53d1\u955c\u50cf\u5c31\u88ab\u6784\u5efa\u5b8c\u6bd5\u4e86":38,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"paddlepaddle\u63d0\u4f9b\u4e86\u5f88\u591a\u4f18\u79c0\u7684\u5b66\u4e60\u7b97\u6cd5":36,"paddlepaddle\u63d0\u4f9b\u4e86ubuntu":40,"paddlepaddle\u63d0\u4f9b\u6570\u4e2a\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6765\u8fdb\u884c\u5b89\u88c5":39,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":41,"paddlepaddle\u652f\u6301\u4ee5\u4e0b\u4efb\u610f\u4e00\u79cdblas\u5e93":37,"paddlepaddle\u652f\u6301\u5927\u91cf\u7684\u8ba1\u7b97\u5355\u5143\u548c\u4efb\u610f\u6df1\u5ea6\u7684\u7f51\u7edc\u8fde\u63a5":36,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":35,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":35,"paddlepaddle\u6587\u6863\u4f7f\u7528":52,"paddlepaddle\u6587\u6863\u9700\u8981\u51c6\u5907\u7684\u73af\u5883\u76f8\u5bf9\u8f83\u590d\u6742":52,"paddlepaddle\u662f\u4e00\u4e2a\u6700\u65e9\u7531\u767e\u5ea6\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u5171\u540c\u7814\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":0,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":[36,41],"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":38,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":35,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":35,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":43,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":3,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":52,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u76f4\u63a5\u6784\u5efa\u548c\u57fa\u4e8edocker\u6784\u5efa\u4e24\u79cd\u65b9\u5f0f":52,"paddlepaddle\u7684\u6e90\u7801":50,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":39,"paddlepaddle\u7684bas":51,"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":43,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":44,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":44,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":43,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":39,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":46,"paddlepaddle\u76ee\u524d\u552f\u4e00\u5b98\u65b9\u652f\u6301\u7684\u8fd0\u884c\u7684\u65b9\u5f0f\u662fdocker\u5bb9\u5668":38,"paddlepaddle\u76ee\u524d\u5df2\u7ecf\u5f00\u653e\u6e90\u7801":0,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":35,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":43,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684andoid":43,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":70,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":48,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":48,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":62,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":2,"paddlepaddle\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":38,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":57,"pass\u5230":75,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":57,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":57,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":57,"passes\u8f6e":57,"patch\u53f7":32,"patch\u53f7\u52a0\u4e00":32,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":59,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":57,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":57,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":57,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":57,"period\u4e2abatch\u5904\u7406\u7684\u5f53\u524d\u635f\u5931":74,"period\u4e2abatch\u7684\u5206\u7c7b\u9519\u8bef":74,"period\u6574\u9664":57,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":57,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":26,"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":26,"pfsserver\u63d0\u4f9brest":26,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":44,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":44,"pi\u5e73\u53f0\u4f7f\u7528\u7684c":44,"pi\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":44,"pi\u7248\u672c\u7684\u5e93":44,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":44,"pi\u7cfb\u7edf":44,"pi\u7cfb\u7edf\u4e0a":44,"pi\u7cfb\u7edf\u7684\u7248\u672c":44,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":60,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":60,"pooling\u5bf9\u7279\u5f81\u56fe\u4e0b\u91c7\u6837":67,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":70,"prod\u7684\u751f\u4ea7\u955c\u50cf":38,"public":[13,33,34,51,61,74],"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":5,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":3,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":3,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":3,"pydataprovider2\u7684\u4f7f\u7528":[2,4,35,70,72],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":35,"python\u4ee3\u7801\u5c06\u968f\u673a\u4ea7\u751f2000\u4e2a\u89c2\u6d4b\u70b9":36,"python\u5305":52,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":3,"python\u5c01\u88c5\u7684\u5b9e\u73b0\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u65b0\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42":51,"query\u6539\u5199":75,"rate\u4e3a0":75,"rate\u4e3a5":75,"rate\u88ab\u8bbe\u7f6e\u4e3a0":67,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":62,"release\u9875\u9762":32,"repo\u7684\u6839\u76ee\u5f55":38,"request\u524d":50,"request\u7684":50,"request\u88ab\u5408\u5e76\u540e":50,"research\u5b9e\u9a8c\u5ba4\u641c\u96c6\u6574\u7406":71,"resnet\u6a21\u578b":69,"return":[3,7,9,10,12,13,15,16,20,22,25,33,34,36,41,46,49,51,62,68],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":46,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":46,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":48,"rnn\u6a21\u578b":70,"rnn\u76f8\u5173\u6a21\u578b":53,"rnn\u914d\u7f6e":47,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"search\u7684\u65b9\u6cd5":57,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":46,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":48,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":57,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"sh\u6765\u8bad\u7ec3\u6a21\u578b":67,"sh\u6765\u8fdb\u884c\u6784\u5efa":52,"sh\u8c03\u7528\u4e86":68,"short":[9,10,33],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":35,"size\u4e3a1":75,"size\u4e3a50":75,"size\u4e3a512":57,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":35,"size\u5927\u5c0f\u4e3a128":74,"size\u662f3":75,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":35,"size\u7684\u503c":3,"softmax\u5c42":66,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":51,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":35,"srl\u4f5c\u4e3a\u5f88\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e2d\u95f4\u6b65\u9aa4\u662f\u5f88\u6709\u7528\u7684":73,"ssh\u65b9\u5f0f\u7684\u4e00\u4e2a\u4f18\u70b9\u662f\u6211\u4eec\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ec8\u7aef\u8fdb\u5165\u5bb9\u5668":38,"ssh\u8fdb\u5165\u5bb9\u5668":38,"static":[15,22,29,33,34],"step\u51fd\u6570\u4e2d\u7684memori":48,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":48,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":45,"super":51,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":28,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":28,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":28,"swig\u76f4\u63a5\u8bfb\u53d6c":28,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":28,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":5,"switch":29,"t\u6307\u5b9a\u4e86\u751f\u6210\u7684\u955c\u50cf\u7684\u540d\u5b57":38,"tag\u4e3a":32,"test\u548cgen\u8fd9\u4e09\u4e2a\u6587\u4ef6\u5939\u662f\u56fa\u5b9a\u7684":75,"tests\u7684paddlepaddl":50,"tflops\u4e86":54,"toolchain\u76ee\u5f55\u751f\u6210\u4e00\u5957\u7f16\u8bd1\u5de5\u5177\u94fe":43,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":41,"true":[7,8,9,10,12,13,15,16,31,34,35,46,49,51,59,62,68,72,73,74,75],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"try":[11,17,18,21,22,31,33,35],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":29,"type\u662fon":72,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":32,"ubuntu\u7684deb\u5b89\u88c5\u5305\u7b49":39,"ubuntu\u90e8\u7f72paddlepaddl":39,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":57,"utf8\u7f16\u7801":66,"uts\u7b49linux":60,"v2\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":37,"vocab\u4e2d\u6bcf\u4e2a\u5207\u5206\u5355\u8bcd\u7684\u9884\u671f\u8bc4\u7ea7":74,"vocab\u505a\u4e3a\u5b57\u5178":74,"void":[22,28,29,34,51],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":60,"w0\u548c":68,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":68,"while":[7,13,24,30,31,33,62,75],"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":49,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":46,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":46,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":41,"x\u548cwindow":[38,43],"x\u548cwindows\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90":38,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":41,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":62,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":62,"zero\u4e09\u79cd\u64cd\u4f5c":57,AGE:61,AWS:[20,60,63,64],And:[8,9,11,13,15,24,25,31,33],But:[9,10,13,33,35],EOS:9,For:[5,8,9,11,13,15,16,21,22,23,25,30,31,34,40,54],IDs:[13,24],NFS:60,Not:[16,18],One:[8,10,15,24,33],Ops:34,PFS:26,QoS:61,TLS:[16,26],That:[9,13,31],The:[3,6,7,8,9,10,11,13,15,16,17,18,21,23,24,25,27,29,31,33,34,51,62,70,73,75],Their:[9,18],Then:9,There:[8,9,13,15,16,17,18,22,24,25,27,30,33],These:[8,34],Use:[8,13,16,27,31],Used:10,Using:[18,33,74],Will:[13,15],With:[9,10],YES:25,Yes:38,___embedding_0__:62,___embedding_1__:62,__doc__:34,__file__:25,__impl__:34,__init__:51,__main__:[5,68],__meta__:72,__mse_cost_0__:62,__name__:[5,68],__rnn_step__:49,_binari:17,_librari:17,_link:10,_proj:9,_recurrent_group:49,_res2_1_branch1_bn:68,_source_language_embed:[49,66],_target_language_embed:[49,66],_test:17,aaaaa:20,abc:9,abl:[9,16],about:[9,10,17,25,27,33,34,73,75],abov:[3,8,9,16,17,18,21,34,54],abs:10,acceler:19,accept:[7,13,16,31,73],access:[9,10,16,17,21,24,25],accord:[8,9,22],accordingli:[8,9],accrod:10,accumul:[18,22],accur:24,accuraci:8,acl:74,aclimdb:74,across:[9,13],act:[9,10,35,36,41,46,49],act_output:34,act_typ:70,activ:[10,14,17,34,41,49,70],activi:10,actual:34,adadelta:[35,70],adagrad:70,adam:[16,22,70,74],adamoptim:[66,70,74,75],adapt:[8,11,15],add:[9,10,13,17,24,33,35,50],add_depend:17,add_execut:17,add_input:51,add_test:[17,51],add_to:9,add_unittest_without_exec:51,addattr:34,addbia:51,addcom:34,added:[8,50],addinput:34,addit:[9,10],address:[18,22],addrow:51,addtolay:9,addtyp:34,administr:24,adversari:31,affect:9,afford:21,afi:3,aforement:17,after:[9,13,17,21,22,24,27,30,50],again:[16,18],age:[13,62,72],agg_level:[9,45,46],aggregatelevel:[45,46],ago:17,aircraft:75,airplan:67,aistat:9,alex:[9,74],alexnet_pass1:59,alexnet_pass2:59,algo_hrnn_demo:46,algorithm:[9,11,21,66,74,75],align:[9,10,13,75],all:[3,7,8,9,11,16,17,18,22,24,25,27,29,34,48,62,73,74],alloc:[7,22,25],allow:[16,22],allow_only_one_model_on_one_gpu:[56,57,59],alpha:17,alreadi:[17,18,33,35,40],also:[9,10,13,16,17,23,30,31,33,34,54,70],alwai:[9,10,15,17,31,62],amazon:61,ambigu:31,amd64:60,amend:50,analysi:[73,74],android:43,android_abi:43,android_arm_neon:43,android_native_api_level:43,android_standalone_toolchain:43,androideabi:43,ani:[9,10,13,16,17,18,22,24,25,31],annot:73,annual:73,anoth:[9,15,16,25,33,34],anroid_arm_mod:43,anyth:[13,31,73],api:[9,13,15,16,17,22,23,25,26,30,32,54,62,65,74],api_shar:17,api_test:17,api_trainer_config:72,api_trainer_config_helpers_data_sourc:72,api_trainer_config_helpers_lay:[49,70],api_trainer_config_helpers_layers_context_project:72,api_trainer_config_helpers_layers_cos_sim:72,api_trainer_config_helpers_layers_data_lay:72,api_trainer_config_helpers_layers_embedding_lay:72,api_trainer_config_helpers_layers_fc_lay:72,api_trainer_config_helpers_layers_pooling_lay:72,apiserv:60,apivers:[60,61,62],apo:75,append:[3,15,31,46,49,62],append_gradient_machin:15,appleyard:54,appli:[9,33],applic:[54,61],approach:[9,30,70],apt:[40,67],arbitrari:9,arch:43,architectur:75,archiv:[13,28,29],arg:[3,8,10,13,34,35,36,62,67,68,70,73,74],arg_nam:9,argpars:62,args_ext:62,argument:[3,9,13,21,30,62,73],argumentpars:62,argv:68,arm64:43,arm:[43,44],arm_soft_fp_abi:43,armeabi:43,around:[3,9,24],arrai:[5,7,9,13,15,22,31,41,68],articl:50,arxiv:[9,10,74],as_row_vector:9,ask:[18,24],assert:5,assign:[8,9,21],associ:[30,73],assum:[8,9],astyp:31,asyc:18,async:[18,56],async_count:[56,57],async_lagged_grad_discard_ratio:57,async_lagged_ratio_default:[56,57],async_lagged_ratio_min:[56,57],asynchron:18,atla:37,atlas_root:37,attenion:10,attent:[9,10,75],attr1:9,attr2:9,attr:[7,9,10,34,49],attr_map:34,attribut:[9,10,14,33,34],attrproto:34,attrtyp:34,attrvalu:34,auc:56,author:[26,60],authorized_kei:55,auto:[28,33,51,54],automat:[9,16,22,34,75],automaticli:9,automobil:67,avail:[18,22],averag:[8,9,12,21,73],average_test_period:[56,57,73],averagepool:9,avg:[45,54,70],avgcost:[70,72,74,75],avgpool:[9,70],avoid:[18,30,54],avx:38,await:61,awar:[16,18],aws:26,azur:60,b2t:66,b363:61,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:61,back:18,background:8,background_id:8,backward:[6,9,10,22,30,51],backward_first:49,backwardactiv:51,baidu:61,balasubramanyan:74,bank:73,bardward:10,bare:[60,61],barrierstatset:54,base:[8,9,12,13,16,21],baseactiv:10,baseev:15,basematrix:51,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[38,50,52,61,62],basic:[9,15],batch:[9,10,11,13,15,16,18,20,36,41,55,61,62,67,68,70,72,74,75],batch_0:68,batch_id:[15,41],batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,31],batch_siz:[13,35,36,41,55,66,67,70,72,74,75],batchsiz:[9,51],bazel:17,bbbbb:20,bbox:8,bcd:9,bcebo:13,bcm2708:44,beam:[9,49,75],beam_gen:[9,49],beam_search:[15,48,49],beam_siz:[9,49,56,57,59],beamsiz:75,becaus:[8,9,13,16,17,18,22,30,31,33,46],becom:33,been:[17,21,73],befor:[9,10,18,24,27,30,31,35],begin:[8,9,22,27],beginiter:[15,16],beginn:49,beginpass:[15,16],begintrain:16,being:[18,24,31],belong:[9,33],below:[9,13,18,22,30,31],benefit:[10,24,25],bengio:9,bertolami:74,besid:[9,13],best:[9,17,72],best_model_path:73,besteffort:61,beta1:11,beta2:11,beta:68,better:[9,10,17],between:[8,9,11,17,18,22,29,30,33,75],bgr:68,bi_gru:10,bi_lstm:10,bia:[9,10,11,51,68],bias:9,bias_attr:[9,10,35,36,46,49],bias_param:35,bias_param_attr:10,biases_:51,biasparameter_:51,biassiz:51,bidi:61,bidirect:[9,10,73,74],bidirectional_lstm_net:74,bigger:18,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:54,bin:[38,40,55,60,61,62,72],binari:[8,9,13,17,25],bind:33,bird:67,bitext:75,blank:9,bleu:75,block:[9,19,22],block_i:9,block_x:9,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:74,book:[13,49],bool:[7,8,9,10,12,13,51,57,59,74],boot:[9,48,49],boot_bia:9,boot_bias_active_typ:9,boot_lay:[46,49],boot_with_const_id:9,bos_id:[9,49],both:[6,7,9,10,16,17,18,24],bottom:70,boundri:8,brain:24,branch:[9,16,17,32,50],brendan:74,brief:[17,22],broadcast:18,broken:50,browser:38,bryan:74,buf_siz:13,buffer:[13,31,33],buffer_s:13,buffered_read:31,bug:50,build:[9,13,17,25,34,38,43,44,50,62,63,64,75],build_dict:13,build_doc:52,built:[17,34,54],bunk:74,c11:28,c703c041:50,c99:29,cach:[35,73],cache_pass_in_mem:[3,35,73],cachetyp:[3,35,73],calc_batch_s:[3,73],calcul:[8,9,10,11,18,22],call:[8,9,10,16,21,22,23,25,33,34,54,62,70],callabl:[7,9,13],callback:51,calrnn:46,caltech:67,can:[7,8,9,10,13,15,16,17,18,21,24,25,30,31,34,54],can_over_batch_s:[3,73],cancel:24,candid:9,cannot:[33,35],capi:28,capi_prvi:29,caption:75,card:55,care:[10,25,31],cast_to_op_attr:34,cat:[38,62,67,68,74],categori:[9,13,18],categorig:13,categoryfil:61,caus:[18,27],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:75,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10],ceph:[20,60],cephf:[20,25,26],certain:33,certif:[16,26,60],cffi:28,cfg:61,cgo:28,chain:13,challeng:[9,18],chanc:16,chang:[9,13,17,21,25,30,31,33,50,74],channel:[9,54],check:[3,13,17,35,40,50,51,57],check_align:13,check_attr:34,check_eq:51,check_fail_continu:3,check_l:51,check_sparse_distribution_batch:[56,57],check_sparse_distribution_in_pserv:[56,57],check_sparse_distribution_ratio:[56,57],check_sparse_distribution_unbalance_degre:[56,57],checkgrad:57,checkgrad_ep:57,checkout:50,checksum:26,choic:17,chunk:[21,26],chunk_schem:8,chunktyp:8,cifar:67,cifar_vgg_model:67,claimnam:62,clang:[28,38,50],clarifi:8,class1:74,class2:74,class_dim:74,classic:9,classif:[9,70,74,75],classifi:68,classification_cost:[35,46,67,70],classification_error_evalu:[8,70,74,75],classification_evalu:8,clean:[17,30,35,50],clear:[8,17,30,33],clearer:30,clearli:33,client:[23,60],clip:[7,57,70],clock:9,clone:[9,38,44],close:[3,31,50],cloud:[17,18,25,26,27],cluster:[16,18,22,55,60,62],cluster_train:55,cmake:[29,35,37,43,44,50,52,54],cmake_build_typ:[43,44],cmake_c:[43,44],cmake_system_nam:[43,44],cmakelist:[17,51],cmatrix:[28,29],cna:9,cnn:[9,61,70],code:[3,5,9,13,16,17,24,30,31,34,38,51,61,72],coded_stream:35,codedinputstream:35,coeff:9,coeffici:9,collabor:18,collect:[9,13,15],collectbia:51,color:[67,68],colour:13,column:[8,9,31],column_evalu:8,com:[9,10,13,17,38,40,43,44,50,60,61,68],combin:[8,9,10,13,15,33],comma:22,command:[17,25,27,51,59,61,62,63,64],commandlin:[54,62],comment:[9,17,34,46,62],commit:[17,61],common:20,common_util:55,commonli:27,commun:[18,22,23],compar:17,comparison:17,compil:[9,17,34,40,43,44],complaint:17,complet:[9,10,13,15,18,21,22,26,61,62],complex:[10,24,31],complic:9,compos:[13,16],composenotalign:13,compress:21,comput:[9,10,16,18,33,73,74],computation:9,conat:9,concat:[49,75],concaten:10,concept:[8,16,30,33],concern:16,concurr:[18,24],condit:[9,21,61],conf:[5,9,35,46,55,62,66,68,75],conf_paddle_gradient_num:62,conf_paddle_n:62,conf_paddle_port:62,conf_paddle_ports_num:62,conf_paddle_ports_num_spars:62,config:[7,9,10,20,27,36,41,51,55,56,57,59,60,61,62,67,70,72,73,74,75],config_:57,config_arg:[56,57,59,68,70,73,74],config_bas:[8,9,15],config_fil:73,config_gener:[55,72],config_lay:51,config_len:22,config_pars:[5,51],config_proto:22,configprotostr:35,configur:[9,22,24,25,51,66,68,75],confirm:27,conflict:[33,50],confront:75,conll05st:73,conll:[13,73],connect:[10,25,61,70],connectionist:[9,74],connor:74,consequ:[9,10],consid:[8,9,11],consider:10,consist:[8,9,13,21,31,34],constraint:33,construct:[8,16,33,34],constructor:[33,34],consum:18,contact:18,contain:[3,8,9,10,12,13,15,16,21,30,33,34,61,62],content:[22,27],content_len:22,context:[3,9,10,13,33,49,60],context_attr:10,context_len:[9,10,70],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,70],continu:[8,18],contrast:9,control:[7,61,75],conv:10,conv_act:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_layer_attr:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,34],convent:22,convert:[3,5,13,20,31],convlay:9,convolut:[9,10,13],convoper:9,convtran:9,convtranslay:9,cool:50,coordin:[18,22],copi:[15,16,21,24,27,72],core:[7,29,30],corpora:75,corpu:[13,73],correct:9,correctli:[8,13],correspoind:16,correspond:[16,17,34],corss_entropi:16,cos:[9,34],cosin:[9,34],cosineop:34,cosineopproto:34,cosineopprotomak:34,cost:[11,15,16,36,41,72,74,75],cost_id:9,could:[9,13,15,16,21,30,31],couldn:40,count:[8,18,25,31,54,57,59,61,72,73,74,75],counter:[18,21],cours:[8,25],cpp:[28,29,30,35,46,51,54,62,70,72,75],cpu:[3,7,9,25,30,32,38,40,54,59,61,62,73],cpuinfo:38,cpusparsematrix:29,crash:[18,54],creat:[7,9,13,15,16,18,22,26,27,30,41,50,51,61,62],create_bias_paramet:51,create_doc_str:34,create_input_paramet:51,create_python_ops_creatation_funct:34,createfromconfigproto:5,createop:34,createorgetvari:33,createvari:33,creator:[13,20],credenti:27,crf:73,critic:74,crlf:50,crop:68,crop_siz:68,cross:[9,35,43,44,70],cross_entropi:[9,16],cross_entropy_with_selfnorm:9,crt:[26,60],csc:51,cslm:75,csr:51,ctc:8,ctc_evalu:8,ctest:[38,50],ctrl:[55,72],ctx:73,ctx_0:73,ctx_0_slot:73,ctx_n1:73,ctx_n1_slot:73,ctx_n2:73,ctx_n2_slot:73,ctx_p1:73,ctx_p1_slot:73,ctx_p2:73,ctx_p2_slot:73,cub:67,cuda:[17,40,54,55,57],cuda_dir:[56,57],cuda_so:[35,38],cuda_visible_devic:35,cudaconfigurecal:54,cudadevicegetattribut:54,cudaeventcr:54,cudaeventcreatewithflag:54,cudafre:54,cudagetdevic:54,cudagetdevicecount:54,cudagetdeviceproperti:54,cudagetlasterror:54,cudahostalloc:54,cudalaunch:54,cudamalloc:54,cudamemcpi:54,cudaprofilerstart:54,cudaprofilerstop:54,cudaprofilestop:54,cudaruntimegetvers:54,cudasetdevic:54,cudasetupargu:54,cudastreamcr:54,cudastreamcreatewithflag:54,cudastreamsynchron:54,cudeviceget:54,cudevicegetattribut:54,cudevicegetcount:54,cudevicegetnam:54,cudevicetotalmem:54,cudnn:[9,12,17],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[56,57],cudnn_convt:9,cudnn_dir:[56,57],cudnnv5:37,cudrivergetvers:54,cuinit:54,cumul:9,curl:60,current:[3,9,17,18,22,30,33,60],current_word:49,currentcost:[70,72,74,75],currentev:[70,72,74,75],curv:16,custom:[16,25],custom_batch_read:31,cutoff:13,cxx_compil:[43,44],cxx_flags_minsizerel:[43,44],cycl:18,cyclic:9,cython:28,dalla:3,dan:73,dandroid_abi:43,dandroid_arm_mod:43,dandroid_arm_neon:43,dandroid_standalone_toolchain:43,darwin:60,dat:[13,20,55,72],data:[3,8,10,11,15,16,20,21,26,30,33,34,35,40,41,46,49,55,56,61,62,63,66,67,68,70,72,73,74,75],data_config:5,data_dir:[66,67,74,75],data_feed:13,data_fil:36,data_lay:[3,35,36,46,67,70,73],data_nam:13,data_read:[13,31],data_reader_creator_random_imag:31,data_typ:[13,41,49],databas:13,datacent:[20,27],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,35,36,55,62,70,72,73],dataprovider_:70,dataprovider_bow:70,dataprovider_emb:70,dataproviderconvert:5,datasci:9,dataset:[20,25,31,41,49,68,71,74,75],date:73,db_lstm:73,dcmake_install_prefix:[43,44],dcmake_system_nam:[43,44],dcudnn_root:37,dead:18,deb:[40,50],debug:27,decai:11,decar:13,decent:21,decid:[16,24,31],declar:9,decod:[9,10,48,49,75],decoder_boot:49,decoder_group_nam:49,decoder_input:49,decoder_mem:49,decoder_prev:10,decoder_s:49,decoder_st:[10,49],deconv:9,deconvolut:9,decor:[3,13],deep:[9,24,54,67,68],deer:67,def:[3,5,9,13,16,20,25,31,34,35,36,41,46,49,51,62,68,70,73],defalut:9,default_decor:62,default_devic:59,default_valu:59,defect:30,defer:24,defin:[3,9,10,13,15,16,17,18,24,31,33,34,35,41,70],define_py_data_sources2:[3,35,36,67,68,70],defini:75,definit:[13,18,21,34,66],degre:9,delet:[18,25,26,50],delimit:[8,72],delv:9,demand:18,demo:[5,9,13,55,61,63,66,67,68,70,72,74,75],dens:[9,13,22,23,72],dense_arrai:13,dense_vector:[3,5,13,36,41],dense_vector_sequ:13,dep:17,depend:[17,18,25],deploi:9,deprec:9,deriv:[6,16],desc:34,descent:[9,18],describ:[16,17,21,30,34,61],descript:[8,17,62],deseri:[15,30],design:[9,13,28],desir:[18,61],destin:[22,27],destruct:33,det_output:8,detail:[7,8,9,10,11,21,25,27,33],detect:50,detection_evalu:8,detection_output:8,determin:[9,13],dev:[35,38,50,67,75],develop:[17,30,32,50,75],deviat:7,devic:[7,30,35,38,59],deviceid:59,devid:9,dez:74,dict:[3,8,13,15,35,46,62,72,74,75],dict_dim:[35,46,74],dict_fil:[8,46,73],dict_siz:13,dictionari:[3,8,9,13,15,16,35,70,75],dictrionari:70,dictsiz:75,did:30,diff:50,differ:[8,9,15,17,18,22,24,33],difficult:8,digit:9,dim:[9,13,51,66,74],dimens:[6,9,12,13,35],dimes:9,dir:[43,55,62,68,72,73,74,75],direct:[9,10],directli:[10,17,23,25,30,34],directori:[9,17,20,24,26,27,50,54,61],disabl:35,discard:[13,18,21,50,57],discount:9,discov:18,discuss:[16,21,22,23],dispatch:30,displai:[25,27],disput:75,dist_train:[16,25],distanc:8,distinguish:17,distribut:[9,21,22,23,24,57,63,64],distribute_test:[56,57],disucss:16,divid:[11,34],diy_beam_search_prob_so:[56,57],dmkl_root:37,do_forward_backward:31,doc:[5,10,13,38,52,62],doc_cn:52,docker:[32,35,38,50,61,62,63,64],docker_build:16,docker_push:16,dockerfil:[38,50,62],dockerhub:38,document:[10,26],documentari:3,doe:[10,18,21,22,24,25,30,31],doesn:[7,9,13,16,31],dog:[67,68],doing:24,don:[10,16,17,31],done:[8,9,10,17,18,21,22,50,54,62],dot:75,dot_period:[57,59,62,67,72,74,75],dotmuloper:9,dotmulproject:9,doubl:57,down:54,download:[13,17,18,24,26,61],download_cifar:67,doxygen:50,dozen:17,dpkg:40,dpython_execut:35,dpython_include_dir:35,dpython_librari:35,drive:33,drop_rat:7,dropout:7,dropout_r:9,drpi_arm_neon:44,drpi_toolchain:44,drwxr:61,dso_handl:40,dst:22,dtoh:54,dtype:[5,36,68],dubai:75,due:[21,24],dummi:21,durat:21,dure:[3,9,10,18,21,24,25,75],dwith_c_api:[29,43,44],dwith_gpu:[37,44],dwith_profil:54,dwith_python:[29,44],dwith_swig_pi:[29,43,44],dwith_tim:54,dyld_library_path:9,dynam:[3,22,29,31],dynamic_cast:51,each:[3,8,9,12,13,15,17,18,21,22,24,25,30,31,33,34,72],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,31],easi:31,easier:[16,31],easili:[16,31,33],ec2:60,echo:[35,38,72,74],edit:8,edu:[13,61,67],effici:9,efg:9,either:[9,13,15,16],electron:61,elem_dim:9,element:[8,9,10,13,15,21,31],element_typ:22,elif:[16,34],els:[9,16,25,33,34,38,46,51,68],emailweixu:17,emb1:46,emb2:46,emb:[35,46,61,70],emb_group:46,emb_sum:35,embed:[16,49,66,72,74],embedding_lay:[35,46,70],embedding_nam:[9,49],embedding_s:[9,49],empir:9,emplace_back:51,emploi:34,empti:[8,13,18,36],enabl:[7,9,17,21,54],enable_grad_shar:[56,57],enable_parallel_vector:57,enc_proj:[10,49],enc_seq:10,enc_vec:49,encapsul:22,encod:[10,21,46,75],encoded_proj:[10,49],encoded_sequ:[10,49],encoded_vector:49,encoder1:46,encoder1_expand:46,encoder1_rep:46,encoder2:46,encoder2_rep:46,encoder_last:9,encoder_s:49,end:[8,9,30,31,33,49,50,73,74],end_pass:16,enditer:[15,16,41],endpass:[15,16],endpoint:20,endtrain:16,engin:25,english:[9,75],ensembl:10,ensur:[18,33],entir:[9,10,22,24],entiti:[8,33],entri:[13,21,25],entropi:[9,70],entry_point:25,enumer:[6,35],enumerate_data_types_of_data_lay:13,env:[35,62],environ:[9,16,35,54,61],eol:50,eos_id:[9,49],epsilon:11,equal:[9,10,18,46],equat:[8,9,10,11],equival:[9,16,34],error:[7,8,9,11,16,21,27,33,35,57,70,72,74,75],error_clipping_threshold:7,especi:10,essenc:16,essenti:[9,16],estim:[9,16],eta:61,etc:[8,13,31,33,75],etcd:[18,21,22,24],etcd_addr:22,eth0:[55,62],eval:[8,70,72,74,75],eval_bleu:75,evalu:[9,14,15,24,54,55,72,74,75],evaluate_difficult:8,evaluate_pass:74,even:[16,31],evenli:22,event:[41,61],event_handl:[15,16,41],everi:[8,9,10,13,16,18,21,22,24,33,34],evid:30,exactli:[9,10],exampl:[8,9,10,11,13,15,25,27,30,31,68],exc_path:35,exceed:9,except:[13,24],exchang:30,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exe:60,exec:38,execut:[17,18,21,25],exist:[16,18,27,31,34,74],exit:[22,27,61],expand:46,expand_a:[9,45,46],expand_lay:46,expand_level:[9,45],expandconvlay:9,expandlevel:45,expans:9,expect:9,expert:17,expir:18,explain:[8,18],explan:[9,25,33],explicit:51,explicitli:16,explor:9,exponenti:6,expos:23,express:16,extend:8,extens:24,extent:29,extern:[17,28,29],external_librari:17,extra:[7,9,10],extra_lay:15,extraattr:[7,59],extraattribut:9,extraattributenon:9,extract:[8,9,30,66,68,73],extract_fea_c:68,extract_fea_pi:68,extralayerattribut:[7,10],extralayeroutput:10,extrem:9,f1205:35,f120da72:61,fa0wx:61,fabric:55,face:17,facotr:9,factor:[7,9,11],factori:28,fail:[18,21,35,40,57,61],failur:[18,22],fake_imag:31,falloc:26,fals:[7,8,9,10,11,13,31,35,36,41,46,49,51,59,61,66,70,73,74,75],false_label:31,false_read:31,faq:65,fast:[9,21,54],faster:[9,10,18],fault:21,fbd1f2bb71f4:61,fc1:[51,59],fc2:59,fc3:59,fc4:59,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[34,35,36,46,59,70,72],fc_layer_nam:10,fc_mat:15,fc_op:34,fc_output:34,fc_param:35,fc_param_attr:10,fclayer:51,fdata:[46,73],fea:68,fea_output:68,feat:74,featur:[3,6,9,13,50,68,72,73],feature_a:35,feature_b:35,feature_map:72,feed:[10,13,15,16,41],feeder:13,fernan:74,festiv:3,fetch:[13,18,35,50],few:[17,18,31],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,34,72],figur:[16,17,66,75],file1:75,file2:75,file:[3,8,9,13,15,16,17,18,20,21,22,24,25,26,27,29,31,50,68,71,74,75],file_list:3,file_nam:[36,46,68,70,73],filenam:[3,20,35,72],fileoffset:26,filer:9,filesystem:[24,25,26],fill:[9,18,21],filter:9,filter_s:[9,10],filter_size_i:9,find:[9,11,18,33,40],fine:[7,21],finish:[18,21,24,25,34,61],first:[9,13,16,18,21,24,25,27,34,70],first_seq:49,firstli:[8,9],firstn:13,firstseen:61,fit:13,fix:[7,28,50],flag:13,flexiabl:31,flexibl:[9,10,16,22],flight:75,float32:[5,13,31,36,68],floor:9,flow:32,folder:[17,20,25,27,75],follow:[8,9,10,11,13,16,17,18,21,25,31,33,34,63,64],forbid:16,force_load:28,forget:[11,16],fork:9,form:[9,10,11],format:[8,13,21,50,51],former:[16,17],formula:[9,10],formular:9,forward:[6,9,10,22,30,51],forwardactiv:51,forwardtest:5,found:[9,33],four:8,frame:8,framework:[16,33,34],free:13,french:75,frequenc:13,frequent:[21,31],fresh:24,friend:33,frog:67,from:[3,5,8,9,10,13,15,17,18,20,21,22,27,30,31,33,35,36,38,48,54,61,66,67,70,72,73,74,75],from_no_sequ:[9,45],from_sequ:[9,45],from_tar:15,fromfil:[31,36,68],fulfil:54,full:[9,18,24],full_matrix_project:[10,46,49],fulli:70,fullmatrixproject:9,fully_matrix_project:10,fullyconnectedlay:51,func:[3,13,21],further:[9,34],futur:[9,24],fvs:34,gain:9,gamma:68,gan:16,gangliao:17,gate:[9,10],gate_act:[9,10,46],gate_recurr:9,gather:[9,30],gauss:7,gcc:[28,38,43,44],gce:60,gcepersistentdisk:60,gcreators_:34,gdebi:40,gen:[9,75],gen_conf:75,gen_data:75,gen_result:75,gender:[13,62,72],gener:[3,8,9,10,13,15,16,17,18,20,21,22,24,31,34,54,59,62,66,75],generated_word_embed:9,generatedinput:[9,48,49],genr:[62,72],gereat:8,get:[3,8,9,10,13,15,17,21,22,24,25,26,33,34,40,51,61,67,72,73,74],get_all_op_proto:34,get_batch_s:73,get_best_pass:74,get_config_arg:[59,74],get_data:[61,70,73],get_dict:13,get_embed:13,get_imdb:74,get_input_lay:51,get_model:68,get_movie_title_dict:13,get_output_layer_attr:10,get_sample_from_lin:35,get_shap:15,get_word_dict:13,getbatchs:51,getenv:[16,25,62],gethostbynam:62,gethostnam:62,getidmap:62,getinput:51,getinputgrad:51,getinputvalu:51,getoutputgrad:51,getoutputvalu:51,getparameterptr:51,getpodlist:62,getsiz:51,gettask:21,gettranspos:51,getvari:33,getw:51,getweight:51,getwgrad:51,gildea:73,gist:10,git:[32,35,38,44,50],github:[10,17,38,40,44,50,68],give:[3,18],given:[13,15,22,24,31],glide:17,global:[7,16,17,18,30,33,34,54],global_learning_r:7,globalstat:54,globalstatinfo:54,globe:3,glusterf:60,gnueabihf:44,go_librari:17,go_test:17,gob:21,godep:17,godoc:28,goe:[9,10,18,33],golang:17,good:[9,31],goodfellow13:9,googl:[16,35,43],googleapi:60,got:33,gprotos_:34,gpu:[7,9,12,25,30,32,35,38,40,54,59,68,73,74,75],gpu_id:[35,57,59],gpugpu_id:56,grab:18,grad:[22,57],grad_share_block_num:[56,57],gradient:[7,8,9,11,15,18,21,30,57,62,70],gradient_clipping_threshold:[7,70,74],gradient_evalu:8,gradient_machin:[15,29],gradientmachin:[5,15,29,30,62,72,75],gram:66,graph:[9,15,17,18],grave:74,greater:9,grep:[38,74],groudtruth:49,ground:[8,9,75],group:[10,21],group_input1:49,group_input2:49,group_input:[46,49],grouplen:[13,71],gru:[9,70],gru_bias_attr:10,gru_decod:49,gru_decoder_with_attent:49,gru_encoder_decod:[66,75],gru_layer_attr:10,gru_memori:10,gru_siz:70,gru_step:49,gru_step_lay:10,grumemori:[10,49],gserver:[9,51],gsizex:54,guid:[26,61],gur_group:10,gzip:[21,61],hadoop:16,handi:17,handl:[13,16,25,30,31,33],handler:15,handwrit:74,happen:[21,34],harvest:70,has:[8,9,10,11,13,16,17,18,21,22,24,34,54,73],has_kei:15,hassubseq:46,have:[9,10,13,16,17,18,21,22,24,25,30,31,33],hdf:20,head:74,header:[22,29,36,68],height:[9,13,28,31,51],held:18,hello:16,help:[5,27,50],helper:[9,10],henc:33,here:[7,8,9,10,13,16,17,18,23,27,31,34],heurist:[9,75],hidden:[9,10,35],hidden_a:35,hidden_b:35,hidden_dim:46,hidden_s:10,hierach:48,hierarch:[9,46],high:7,highest:13,highli:13,him:16,hint:5,hl_dso_load:40,hl_get_sync_flag:51,hold:[16,18,21,23,33,34],home:[20,27,55,61,62],honor:21,hook2:46,hook:[7,46,73],hookattr:7,hookattribut:7,horizont:9,hors:67,horst:74,host:[17,25,55,61],host_c:[43,44],hostnetwork:62,hostpath:[60,61,62],hot:70,hous:[3,13],how:[7,9,16,18,21,27,30,34],howardjohnson:46,howev:[9,10,24,30,31,34],howto:62,hpp:28,html:[13,67],htod:54,http:[9,10,13,17,25,38,40,43,44,50,60,61,67,68,71,75],huber:9,huge:9,huina:74,human:9,hyper:9,hyperplan:13,i0601:72,i0706:75,i0719:75,i1116:62,i1117:54,ib0:55,ics:13,icwsm:74,id_input:8,idea:[9,17,31],identityoffsetproject:9,identityproject:9,idmap:62,ids:[8,9,35,72],idx:[21,51],ieee:74,ies:27,ignor:[3,9],ijcnlp:74,illustr:[8,18,22],ilsvrc:68,imag:[12,13,16,31,50,61,62,63,64,67,68,75],image_a:31,image_b:31,image_classif:67,image_fil:31,image_lay:31,image_list_provid:68,image_nam:16,image_path:31,image_provid:67,image_reader_cr:31,image_s:68,imagenet:[9,20],imagepullpolici:62,imageri:9,images_reader_cr:31,imdber:74,img:[3,9,67],img_conv_lay:10,img_pool_lay:10,img_siz:67,imgsiz:54,imgsizei:54,imgsizex:54,immutable_paramet:16,implement:[9,10,11,13,21,22,23,24,25,28,29,30,33,34],impli:17,improv:9,inarg:5,inc_path:35,includ:[8,9,10,13,16,17,22,25,28,29,34,43,44,50,54],incorpor:9,incorrect:9,increas:[18,21,35],incupd:51,inde:[13,31],independ:[9,22,33],index:[8,9,12,13,15,18,21,46,72],indexslot:9,indic:[8,9,22],individu:18,industri:18,ineffici:30,infer:[16,18,28],inferior:24,infiniband:55,info:[8,9,13,41,46,51,55,62],inform:[9,13,25,27,33],ininst:16,init:[7,9,15,41,51,62,73],init_from_tar:15,init_hook:[46,70,73],init_model_path:[56,57,59,66,70,73],initi:[3,7,9,10,13,15,17,21,34,57,70],initial_max:[7,35],initial_mean:[7,9,35],initial_min:[7,35],initial_std:[7,9,35],initpaddl:5,inlcud:10,inner:[35,46],inner_:46,inner_mem:46,inner_param_attr:10,inner_rnn_output:46,inner_rnn_st:46,inner_rnn_state_:46,inner_step:46,inner_step_impl:46,input1:[9,10],input2:9,input:[3,6,8,9,10,12,13,15,24,30,31,33,34,35,36,41,45,46,48,49,51,59,62,66,67,70,72,73,75],input_data:51,input_data_target:51,input_featur:6,input_fil:[36,73],input_hassub_sequence_data:51,input_id:9,input_imag:[10,67],input_index:51,input_label:51,input_lay:51,input_nam:16,input_sequence_data:51,input_sequence_label:51,input_sparse_float_value_data:51,input_sparse_non_value_data:51,input_t:51,input_typ:[35,36,46,70],inputdef:51,inputlayers_:51,inputtyp:13,insert:50,insid:[8,9,18,30,31],instal:[9,25,35,40,43,44,50,55,61,67,72],instanc:[9,18,20,23],instanti:18,instead:[9,10,12,17,25,31],int32:57,int64:26,integ:[3,8,9,13,21,25,28,41,70],integer_sequ:35,integer_valu:[3,13,35,41,46,70],integer_value_sequ:[3,13,46,49,70,73],integer_value_sub_sequ:46,integr:[8,73],inter:9,intercept:9,interfac:[7,9,10,15,21,25,27,30,55],intergr:9,intermedi:27,intern:[9,10,13,15],internet:[17,18],interpret:8,introduc:[9,18,33,34],intuit:24,invalid:[31,33],invoc:17,invok:[3,9,15,30,34,54],iob:8,ioe:8,ip_str:62,ipc:60,ips:62,ipt:[9,34,35,46,49],ipython:16,is_gener:[9,66,75],is_kei:72,is_loc:15,is_predict:[70,74],is_seq:[9,49],is_stat:7,is_test:[68,73,74],is_train:3,isinst:[5,41],ispodallrun:62,isspars:51,issu:17,issue_numb:50,item:[9,13,15,24,31,62],iter:[3,9,10,11,13,15,16,18,31],its:[3,9,10,16,18,21,30,33,34,40,54],itself:[10,18,33],ivs:34,java:28,jeremi:54,jie:[73,74],jmlr:9,job:[13,24,55,56,57,59,60,62,68,70,73,74,75],job_dispatch_packag:55,job_id:13,job_mod:66,job_nam:[25,62],job_namespac:62,job_path:62,job_path_output:62,job_workspac:55,jobnam:62,jobpath:62,jobselector:62,jobserv:25,johan:74,join:[18,46],joint:75,jointli:[10,75],journal:[73,74],jpg:68,json:[55,61,72],jth:10,jupyt:[25,38],just:[6,8,9,10,13,17,21,22,30,33],jypyt:16,k8s:62,k8s_data:62,k8s_job:16,k8s_token:16,k8s_train:62,k8s_user:16,kafka:20,kaim:9,kaimingh:68,kebilinearinterpbw:54,kebilinearinterpfw:54,keep:[9,13,18,33,34],kei:[3,13,15,18,20,21,26,34,50,54,60,62,72],kernel:9,key1:57,key2:57,keyword:62,kill:18,kind:[16,18,23,60,61,62],kingsburi:73,know:[10,16,21],kriz:[13,67],ksimonyan:10,kube:60,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeadm:60,kubectl:[60,61,62],kuberent:18,kubernet:[16,18,53,55,62,63,64],kubernetes_service_host:16,kwarg:[3,10,11,13,34,46,70,73],l1_rate:7,l2_rate:7,l2regular:[67,70,74],label:[3,8,9,11,13,15,31,35,36,41,46,61,67,68,70,73,74],label_dict:73,label_dim:[9,46,70],label_fil:[31,73],label_lay:31,label_list:73,label_path:31,label_slot:73,labeledbow:74,labelselector:62,lag:57,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,33,66],larg:[12,13,50,75],larger:[7,8,9],largerthan:34,last:[8,9,10,45,46],last_seq:46,last_time_step_output:9,lastseen:61,latenc:9,later:17,latest:[9,17,18,24,35,61,62],launcher:16,layer1:[9,10,45],layer2:[9,45],layer3:9,layer:[5,7,8,10,12,13,14,15,31,34,41,45,48,49,51,68,70,73],layer_0:51,layer_attr:[9,49,59],layer_num:[59,68],layer_s:9,layer_typ:9,layerbas:51,layerconfig:51,layergradutil:51,layermap:51,layeroutout:9,layeroutput:10,layers_test:35,lbl:[8,67],ld_library_path:[9,40,55],learn:[7,8,9,10,11,13,16,22,24,31,38,54,67,68,73,74,75],learning_method:[36,66,67,70,74,75],learning_r:[7,22,35,36,66,67,70,74,75],leas:18,least:[8,9,18],lecun:13,left:9,legal:34,leman:75,len:[3,9,22,26,46,51,62,70,73],length:[9,10,13,22,61],less:[9,16],less_than:16,let02:61,let:[8,9,16,24],level:[7,9,48],lgtest:17,lgtest_main:17,lib64:[35,38,40,55,57],lib:[9,29,37,40,43,44],lib_path:35,libapi:17,libari:29,libcuda:[35,38],libjpeg:67,libnvidia:[35,38],libpaddl:[28,29,50],libpaddle_capi:29,libpaddle_gserv:29,libpaddle_math:29,libprotobuf:35,librari:[9,17,23,29,40,55,57],libwarpctc:9,life:18,lifetim:33,like:[8,9,13,17,18,25,31,33,68],limit:[9,13,35,54],linaro:44,line:[3,8,13,17,25,27,35,46,50,59,73],line_count:35,linear:[9,41],linearactiv:36,linguist:73,link:[9,10,17,26,27,33,48,74],linux:[9,26,38,43,44,60],lipeng:66,lipton:74,list:[2,3,8,9,13,15,16,17,21,25,27,30,33,36,55,59,67,68,70,72,73,74,75],littl:22,lium:75,live:18,liwicki:74,load:[9,16,18,36,62,68,73,74,75],load_data_arg:5,load_featur:68,load_feature_c:68,load_feature_pi:68,load_missing_parameter_strategi:[56,57,59,66,73],loadparamet:5,loadsave_parameters_in_pserv:[56,57],loc:8,local:[7,18,23,24,37,40,52,55,56,57,62],localhost:[38,60],localip:62,localpath:27,locat:17,lock:[17,18,21,22],log:[21,27,35,51,55,57,61,62,67,72,73,74,75],log_barrier_abstract:[56,57],log_barrier_lowest_nod:[56,57],log_barrier_show_log:[56,57],log_clip:[56,57],log_error_clip:[56,57],log_period:[57,59,61,62,67,70,72,73,74,75],log_period_serv:[56,57],logarithm:6,logger:[3,46],logic:[24,30,33],logist:70,look:[3,8,25],lookahead:9,loop:[31,33],loss:[9,70],low:9,lpaddle_capi_shar:29,lpaddle_capi_whol:29,lstm:[9,46,49,61,70],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:[10,46],lstm_group_input:46,lstm_input:46,lstm_last:46,lstm_layer_attr:10,lstm_nest_group:46,lstm_output:46,lstm_size:70,lstm_step:10,lstmemori:[10,46,49],lstmemory_group:[9,46],ltr:9,mac:[9,29,38,43],machan:10,machin:[9,10,13,15,48,74,75],machine_transl:49,made:[18,22],mai:[9,31,33],main:5,mainli:23,maintain:[9,21],majel:17,major:75,make:[3,8,9,16,17,18,21,22,24,30,31,40,43,44,50,51,54,74],make_vari:34,man:26,manag:[18,22,23,27,33],mandarin:9,mani:[9,10,17,21,30,33,34],manner:9,manufactur:75,mao:74,map:[8,9,13,15,16,21,33,34,41],map_read:13,mapper:13,mapreduc:16,marcu:74,mark:[33,73],mark_slot:73,market:74,martha:73,mask:[7,9],master:[16,32,60,74],mastermind:17,mat:[28,29],mat_param_attr:10,match:17,math:[10,28,51,54],matirx:9,matplotlib:67,matrix:[8,9,10,13,15,28,29,51],matrixptr:51,matrixtyp:29,max:[7,9,13,45,54,59,72],max_id:[9,15],max_job_id:13,max_length:[9,49],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:8,maxid_evalu:8,maxim:9,maximum:[8,13,22],maxinum:12,maxpool:9,mayb:[9,10],md5:[13,19],mean:[7,8,9,10,11,12,13,15,17,31,33,35,57,68,72],mean_img_s:67,mean_meta:68,mean_meta_224:68,mean_valu:68,mechan:[9,10,23],meet:73,mem:[9,25,46],member:[13,16,30,33],memcpi:[30,54],memori:[10,21,25,49,54,61],memory_boot:10,memory_nam:9,memory_threshold_on_load_data:[56,57],mention:[17,21],mere:10,merg:[22,24,30,50],mergedict:[66,75],messag:[50,61],meta:[55,67,68,72],meta_config:[55,72],meta_gener:[55,72],meta_path:67,metadata:[26,61,62],metal:60,metaplotlib:16,method:[3,9,11,15,24,33,75],mfs:62,might:[9,17],million:13,min:[7,54,59,72],min_pool_s:[3,35],min_word_freq:13,mini:[9,13,15,18],mini_batch:31,minibatch:9,minibatch_data:13,minikub:60,minim:11,minimum:9,minsizerel:[43,44],minut:[18,24],mip:43,mirror:17,mislead:22,miss:73,mix:[10,49],mixed_bias_attr:10,mixed_lay:[10,46,73],mixed_layer_attr:10,mixedlayertyp:9,mkdir:27,mkl:37,mkl_root:37,ml_data:[55,72],mnist:[3,5,20,31],mnist_model:5,mnist_provid:3,mnist_random_image_batch_read:31,mnist_train:[3,31],mnist_train_batch_read:31,mnt:62,mod:73,mode:[9,50,62,74],model:[9,10,13,15,18,19,59,66,67,70,72,73,74,75],model_config:5,model_list:[57,59,73,74],model_output:74,model_path:59,model_zoo:[66,68],modifi:50,modul:[3,10,13,15,35,36,67,68,70],modulo:9,momentum:[7,33,35,41,70],momentumoptim:[36,67],mon:61,mono:9,month:[17,75],mood:74,moosef:60,more:[8,9,10,13,16,17,18,21,24,25,27,31,35,54],morin:9,mose:[74,75],moses_bleu:75,mosesdecod:74,most:[9,13,16,17,24,31],mount:25,mountpath:[61,62],move:[9,18,21,27],movi:[3,13,72],movie_categori:13,movie_id:[62,72],movie_info:13,movie_review:13,movieinfo:13,movielen:71,moving_average_fract:9,mpi:55,mse_cost:[36,41],much:[9,18,31],mul:51,multi:[9,30,68,75],multi_binary_label_cross_entropi:9,multi_crop:68,multigradientmachin:30,multinomi:9,multipl:[8,9,10,13,15,16,21,22,24],multipli:[8,9],multiprocess:13,must:[6,8,9,10,13,22,31,34,40,51],my_standalone_toolchain:43,mypaddl:[61,62],name:[3,7,8,9,10,12,13,15,16,18,20,22,25,29,34,35,36,38,41,46,49,51,54,59,60,61,62,63,64,67,70,72,75],name_prefix:20,namespac:[28,51,60,61,62],nativ:9,natur:[21,24],nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,ndk:43,necessari:[9,22,24,30,34],need:[8,9,10,13,16,17,21,22,24,25,27,30,33,34,35,54,62],neg:[3,8,9,73,74],neg_distribut:9,ner:8,nest:[9,13],net:[9,10,33,74],net_conf:74,net_diagram:68,network:[5,7,8,9,11,13,14,15,16,18,31,33,34,41,46,55,59,62,66,67,68,73,74,75],network_config:59,neural:[9,10,11,13,15,16,18,33,46,48,66,73,74,75],neuralnetwork:30,never:[13,31,33,61,62],newest:22,next:[3,9,13,18,23],nfs:62,nfsdir:62,nginx:38,ngram:13,nic:[55,56,57,62],nil:21,nine:13,nlp:9,nltk:13,nmt:75,nnz:51,no_cach:3,no_sequ:[3,9,41,72],noah:74,noavx:38,node0:62,node:[9,17,24,60,61,62],node_0:62,node_1:62,node_2:62,nodebook:38,nodefil:55,nois:[9,18],non:[9,18],none:[3,5,7,8,9,10,11,12,13,15,16,34,36,49,68],norm_by_tim:9,normal:[9,10,13,61,62,68],notat:9,note:[7,9,10,12,15,16,21,25,31,40,74],notebook:25,noth:[6,15,33,50],novel:74,now:[9,13,17,18,33,48],np_arrai:13,ntst1213:75,ntst14:75,nullptr:[33,40,51],num:[9,55,57,62,73,74,75],num_channel:[9,10,67],num_chunk_typ:8,num_class:[9,10,67],num_filt:[9,10],num_gradient_serv:[56,57],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,36,41,56,57,59,61,62,70,72,73,74,75],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[8,9,13,18,20,31,34,75],numchunktyp:8,numdevices_:59,numlogicaldevices_:59,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,31,36,41,68],numsampl:54,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,38],nvidia:[35,38],obei:8,obj:[3,35,36,67,68,70,72],object:[3,7,9,10,11,13,15,16,28,33,54],observ:11,obtain:24,obvious:17,occup:[62,72],occur:[13,15],oct:61,odd:9,off:[29,37,38,40,43,44,50],offer:34,offici:[9,17],offlin:[18,20],offset:[9,72],ograd:51,old:[22,24],omit:[35,70],on_init:3,onc:[9,18,21],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,25,30,31,33,70,73,74],one_host_dens:72,one_hot_dens:72,onli:[8,9,10,12,13,15,16,17,21,22,23,24,25,27,30,34,46,48],onlin:[9,11,18,20,31],op_class:34,op_maker_class:34,op_proto:34,opcreat:34,opdesc:34,open:[3,9,16,20,31,35,36,46,68,73],openbla:37,openblas_root:37,oper:[9,10,11,13,33],operatorbas:34,opinion:74,opmak:34,opprotomak:34,opregist:34,opregistri:34,ops:17,ops_test:17,opt:[16,34,37,62],optim:[7,14,15,30,35,41],option:[8,9,16,17,34],optyp:34,order:[9,10,13,15,31,62],org:[8,9,10,13,20,26,38,71],organ:[8,9],orient:34,origin:[9,13,33,50],other:[8,9,10,13,18,22,27,33,34],otherchunktyp:8,otherwis:[9,13,16,18,22,24,31],our:[16,17,33],out:[9,15,16,17,21,46,48,49,67],out_dir:62,out_left:9,out_mem:49,out_right:9,out_size_i:9,out_size_x:9,outer:46,outer_mem:46,outer_rnn_st:46,outer_rnn_state_:46,outer_step:46,outout_lay:15,outout_layer1:15,outout_layer2:15,output:[6,7,8,9,10,12,13,15,16,20,24,27,31,33,34,35,36,46,49,55,59,61,62,66,67,68,70,72,73,74],output_:9,output_dir:68,output_fil:73,output_id:9,output_lay:[15,68],output_max_index:12,output_mem:[9,49],output_path:20,outputh:9,outputw:9,outsid:[3,9,10,33],outv:51,over:[9,10,16],overlap:8,overlap_threshold:8,overrid:[18,27],overview:[21,22,23],overwrit:27,own:[22,24,34],packag:[13,21,25,35],pad_c:9,pad_h:9,pad_w:9,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,18,20,25,27,28,29,30,34,35,36,38,40,41,49,50,51,52,54,55,59,61,62,66,67,70,72,73,74,75],paddle_begin_init_param:22,paddle_element_typ:22,paddle_element_type_float32:22,paddle_element_type_float64:22,paddle_element_type_int32:22,paddle_element_type_int64:22,paddle_element_type_uint32:22,paddle_element_type_uint64:22,paddle_error:[28,29],paddle_exampl:25,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:25,paddle_matrix:[28,29],paddle_matrix_cr:29,paddle_matrix_get_shap:28,paddle_matrix_shap:28,paddle_n:[55,62],paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:25,paddle_output:61,paddle_paramet:22,paddle_port:[55,62],paddle_ports_num:[55,62],paddle_ports_num_for_spars:55,paddle_ports_num_spars:62,paddle_process_by_paddl:62,paddle_pserver2:55,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:66,paddle_save_model:22,paddle_send_grad:22,paddle_server_num:62,paddle_source_root:66,paddle_train:[29,32,55,62],paddledev:[35,38,61,62],paddlepaddl:[9,10,13,17,18,20,22,23,24,25,26,27,31,33,35,38,40,49,50,54,55,63,64,66,73],pair:8,pakcag:17,palceholder_just_ignore_the_embed:66,palmer:73,paper:[9,75],para:66,paraconvert:66,parallel:[54,59,61,62,75],parallel_nn:[7,56,57],param:[7,9,13,22,30],param_attr:[9,10,35,36,49],param_config_proto:22,paramattr:[7,9,35,36,49],paramet:[8,10,11,12,13,14,17,19,24,27,31,33,34,41,57,62,72,73,74,75],parameter_attribut:9,parameter_block_s:[56,57],parameter_block_size_for_spars:[56,57],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parameterclient2:62,parametermap:51,parameters_:51,parameterset:16,parameterupdat:30,parametris:11,paramutil:72,paraphras:[66,75],paraphrase_data:66,paraphrase_model:66,paraphrase_modeldata:66,paraspars:51,parent_:33,pars:[13,17],parse_config:5,parse_known_arg:62,parsefromstr:35,parser:62,part:[8,24,74],partial:[9,15],partial_sum:9,partit:[18,20],paserv:62,pass:[3,9,13,15,18,30,31,33,35,36,41,50,54,57,59,61,62,67,70,72,73,74,75],pass_id:[15,41],pass_idx:31,passtyp:51,past:16,patch:26,path:[8,9,13,15,18,21,22,25,31,40,43,44,55,57,60,61,62,73,74],pattern:[13,18,28,74],paul:73,paus:[18,24],pave:75,pdf:[9,10],pem:[16,20],pend:[18,21],penn:73,per:[8,9,13,18,22,31],perform:[9,10,22,30,54,56],period:[18,24,57,73,74,75],perl:[74,75],peroid:9,persistentvolum:60,persistentvolumeclaim:[60,62],person:[8,16],pfs:[20,27],pfsclient:20,pfspath:27,pid:60,piec:[9,10],pillow:[25,67],pip:[35,50,55,67,72],pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[3,18,24],plain:[8,9,15,25,29],plan:18,platform:43,pleas:[7,9,10,11,16,18,21,22,23,31,35,40,62],plot:[16,67],plotcurv:67,plu:9,png:67,pnpairvalid:56,pod:[20,25,60,61,62],podip:62,podlist:62,point:[18,25,54],pointer:[22,33],polar:13,poll:74,pollut:24,pool3:51,pool:[10,14],pool_attr:10,pool_bias_attr:10,pool_layer_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[10,35,70],pooling_typ:[9,35,45,70],poolingtyp:12,popul:22,popular:17,port:[17,55,56,57,61,62],port_num:56,ports_num:[57,62],ports_num_for_spars:[56,57,59,62],pos:[72,74],pose:18,posit:[3,8,9,13],positive_label:8,posix:60,possibl:[16,21],post:[25,26],potenti:54,practic:9,pre:[9,10,13,16,22,66,74,75],pre_dictandmodel:66,precis:8,precision_evalu:8,pred:73,predetermin:9,predic:[13,73],predicate_dict:73,predicate_dict_fil:73,predicate_slot:73,predict:[3,5,8,9,11,15,35,55,66,67,68,70,72,73,74],predict_fil:[56,57],predict_output_dir:[56,57,70],predict_sampl:5,prediction1:15,prediction2:15,predin:67,prefer:60,prefetch:51,prefix:[8,18,20],pregrad:51,premodel:66,prepar:[25,30,63],preprocess:[13,55,66,67,70,72,74,75],present:[16,50],preserv:27,prev_batch_st:[56,57],prevent:[11,16,18,21,24],previou:[9,10,18,27],previous:9,price:13,principl:[16,17],print:[5,7,15,16,36,41],printallstatu:54,printer:8,printstatu:54,prite:8,privat:[29,33,34,50],prob:[8,15],probabilist:[9,66],probabl:[8,9,15],problem:[9,11,16,17,24],proc:38,proce:[13,18,31],proceed:[9,73],process2:46,process:[3,7,9,10,13,16,20,21,24,34,35,36,46,62,70,72,73],process_num:13,processdata:[67,68],processor:54,prod:[38,50],produc:[10,13,18,31],product:25,productgraph:61,profil:[27,54],proflier:54,prog:62,program:[13,16,20,22,24,31,33,54,62],progress:[18,21],proj:9,project:[9,10,25,29],promis:[9,10],prompt:27,prone:16,prop:73,propag:11,proposit:73,protect:[34,51],proto:[12,34],proto_:34,protobuf:[25,34,35],protocol:8,provid:[9,13,16,22,25,34,35,36,46,56,70,73],prune:9,ps_desir:18,pserver:[22,23,25,55,56,57,62],pserver_addr:22,pserver_cpu:25,pserver_id:19,pserver_mem:25,pserver_num_thread:[56,57],pserver_spec:15,pseudo:[16,25],psize:51,ptr:29,pull:[17,32],purpos:[18,54],push:62,push_back:51,put:[17,18],pwd:[38,50],py_paddl:[5,13,52],pydataprovid:35,pydataprovider2:[3,5,36,62],pyramid:9,pyramid_height:9,python:[9,15,16,23,28,30,32,35,38,49,50,51,52,55,66,67,68,72,73,74,75],pythonpath:[35,67],pzo:74,queri:[9,75],question:[9,16,34],quick:61,quick_start:[25,61,62,63,70],quick_start_data:61,quickstart:61,r14b:43,r_t:9,rais:13,ramnath:74,ran:54,rand:[54,57,59,73],random:[7,9,13,20,30,31,36],random_imag:20,randomli:24,rang:[9,13,20,31,34,62,70],rank:[9,16,68,70],rare:3,raspberri:44,raspberrypi:44,raspbian:44,rate:[7,8,11,13,22,55,62,72],rather:25,ratio:57,raw:9,raw_meta:72,rdma_tcp:[56,57],reach:18,read:[3,13,15,16,18,20,31,36,68],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_next_from_fil:35,read_ranking_model_data:16,reader:[15,20,41],reader_cr:20,reader_creator_bool:31,reader_creator_random_imag:[13,31],reader_creator_random_image_and_label:[13,31],readi:[18,61],readm:[29,50,72,74],real:31,real_process:3,realist:16,reason:[10,16,18,61],recal:8,receiv:[18,25],recognit:[9,68,74],recommend:[10,16,55,62,72],record:[13,21,34,73],recordio:[13,16,20,21],recov:18,recoveri:21,rectangular:9,rectifi:9,recurr:[33,46,47,73,74],recurrent_group:[10,46,48,49],recurrent_lay:10,recurrentgradientmachin:29,recurrentgroup:8,recurs:[17,27],reduc:11,ref:72,refactor:30,refer:[7,9,10,11,18,21,22,23,33,37],referenc:[9,21],reference_cblas_root:37,refine_unknown_arg:62,reflect:21,reg:34,region:33,register_gpu_profil:54,register_lay:51,register_op:34,register_timer_info:54,registerop:34,registri:[25,61],regular:[7,67,70,74],rel:[10,24],relat:[18,24,25,33],relationship:13,releas:[32,40,43,44,60,73],reliabl:18,relu:9,rememb:9,remot:[7,17,50,55,57,59],remoteparameterupdat:23,remov:[13,27,50],renam:27,reorgan:9,repeat:34,replac:[17,21],replicaset:25,repo:17,report:21,reportdataset:21,repositori:[9,43],repres:[9,13,21],represent:[9,22],request:[17,18,32,61,75],requir:[8,9,16,18,22,24,25,27,34,55,72],res5_3_branch2c_bn:68,res5_3_branch2c_conv:68,res:73,research:[13,67],reserv:27,reserveoutput:51,reset:[9,18],reshap:31,reshape_s:9,residu:68,resnet_101:68,resnet_152:68,resnet_50:68,resolv:[17,50,61],respons:[9,30,61],rest:[9,25,26],restart:[18,22,61],restartpolici:[61,62],restrict:33,resu:31,result:[3,6,8,9,15,21,54,70,75],result_fil:8,resum:24,retriev:33,return_seq:10,reuqest:32,reus:[24,31],reveal:16,revers:[9,10,48,49],review:[13,50,61,74],reviews_electronics_5:61,rewrit:[17,75],rgb:9,rgen:74,rho:11,right:[9,17,25],rkt:25,rmsprop:70,rnn:[9,10,33,48,49,56,74],rnn_bias_attr:49,rnn_layer_attr:49,rnn_out:49,rnn_state:46,rnn_state_:46,rnn_step:9,rnn_use_batch:[56,57],rnnlm:13,robot:67,role:[13,16,21,22,73,74],roman:74,root:[11,12,38,55,61,62,66],root_dir:55,rot:9,routledg:74,row:[8,9,13],row_id:9,rpc:21,rpcserver:21,rpi:44,rpi_arm_neon:44,rpi_toolchain:44,rstrip:62,rtype:13,rule:8,run:[16,17,18,25,33,35,38,50,54,55,61,62,63,64,72],runinitfunct:[54,62],running_on_cloud:25,runtim:[3,35],safe:25,sai:9,same:[3,8,9,10,15,16,21,22,24,33,46,70],samping_id:9,sampl:[3,8,13,34,70,72,74,75],sample_id:8,sample_num:8,santiago:74,satifi:8,satisfi:17,save:[3,9,13,15,18,20,21,22,25,61,72,73,74,75],save_dir:[36,57,59,61,62,67,70,72,73,74,75],save_only_on:[56,57],saving_period:[56,57,62],saving_period_by_batch:[56,57,59],saw:3,scalar:9,scale:[6,34],scalingproject:9,scan:21,scatter:9,schedul:[21,25],scheduler_factor:7,scheme:8,schmidhub:74,schwenk:75,scienc:74,score:[8,9,72],script:[13,52],seaplane_s_000978:67,search:[9,18,33,49,75],seat:75,second:[9,13,16,27,31,33,34,70],sed:74,see:[9,10,16,18,35],seed:[54,57],seem:17,segment:8,sel_fc:9,select:9,selectiv:9,selector:61,self:51,selfnorm:9,semant:[13,16,32,73,74],semat:16,sen_len:73,send:[18,22,34],sent:[16,22,34,61],sentanc:35,sentenc:[3,9,13,46,49,73],sentence_last_state1:46,sentence_last_state2:46,sentiment:[3,73,74],sentiment_data:74,sentiment_net:74,sentimental_provid:3,sentimental_train:3,separ:[8,22,72],seq:[9,13,46,72],seq_pool:[9,45],seq_text_print:8,seq_to_seq_data:[66,75],seq_typ:13,seqlastin:46,seqtext_evalu:8,seqtoseq:[9,35,66,75],seqtoseq_net:[9,66,75],sequel:3,sequenc:[3,6,8,9,10,12,13,35,41,46,48,70,72,74,75],sequence_conv_pool:70,sequence_group:9,sequence_layer_group:46,sequence_nest_group:9,sequence_nest_layer_group:46,sequencegen:46,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9,41],sequenti:[9,73],seri:[10,46,74],serial:[15,21,30],server:[16,17,23,55,57,60,62],serverless:18,set:[3,7,8,9,10,13,15,16,18,25,33,35,36,46,54,55,61,66,67,68,70,73,74,75],set_active_typ:51,set_default_parameter_nam:7,set_drop_r:51,set_input:9,set_siz:51,set_typ:51,settotalbyteslimit:35,setup:51,sever:[8,9,30],sgd:[11,15,16,18,25,30,36,41,55,56,74],shall:17,shape:[9,13,15,41],shard:[18,19,20,21,22,24],share:[9,17,29,30,73],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[28,29,33],ship:67,shold:74,shorten:9,should:[7,8,9,13,15,16,22,25,30,31,34,48],should_be_fals:16,should_be_tru:16,should_shuffl:[3,46,73],show:[8,11,13,18,27,73,74,75],show_check_sparse_distribution_log:[56,57],show_layer_stat:[56,57],show_parameter_stats_period:[56,57,59,61,73,74,75],shown:[9,16],shuf:[35,72],shuffl:[13,35],side:[9,15,30],sigint:55,sigmod:34,sigmod_op:34,sigmod_output:34,sigmoid:[9,34],sigmoidactiv:[10,46],sign:26,similar:[9,31],similarli:[9,13],simpl:[6,8,9,10,13,15,33,34,62],simple_attent:49,simple_gru:[49,70],simple_lstm:[9,70],simple_rnn:[9,49],simpler:30,simpli:[9,16,22],simplifi:[16,34],sinc:[9,18,21,23,24,31],singl:[8,10,13,18,33],sinlg:15,site:17,size:[3,8,9,10,11,13,18,20,22,31,34,35,36,41,46,49,51,67,68,70,74,75],size_a:9,size_b:9,size_t:51,skip:[31,36,50,68],sleep:62,slide:[9,11,13,18],slope:9,slot:[72,73],small:13,small_messag:[56,57],small_vgg:67,smaller:[9,18],smart:33,smartli:9,smith:74,smooth:9,snap:61,snapshot:[19,24],sock:25,sock_recv_buf_s:[56,57],sock_send_buf_s:[56,57],socket:62,softmax:[9,10,16,35,49,51,70],softmax_param:35,softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[35,46,70],solv:16,some:[7,9,13,15,16,17,21,22,24,25,33],some_c_api_funct:29,some_inst:29,some_python_class:28,somecppclass:28,somedata:15,somegotyp:28,someth:9,sometim:[11,31],somewhat:22,somewher:33,soon:18,sort:[9,13,62,74],sourc:[9,13,17,27,29,31,75],source_dict_dim:49,source_language_word:49,space:8,space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[7,9,11,13,35,51,55,57,59,62],sparse_binary_vector:[3,13,35,41],sparse_binary_vector_sequ:13,sparse_float_vector:[3,41],sparse_non_value_slot:13,sparse_upd:[7,35],sparse_value_slot:13,sparse_vector:[13,35],sparse_vector_sequ:13,sparseparam:51,sparseprefetchrowcpumatrix:51,spatial:9,spec:[61,62],special:[9,22],specif:[17,27,33],specifi:[8,9,13,16,21,22,25,27,33,34,40],speech:9,speed:10,sphinx:[28,38,52],split:[3,9,24,46,55,72,73],split_count:62,squar:[9,11,12],squarerootnpool:9,squash:50,srand:57,src:[17,62,75],src_backward:49,src_dict:35,src_dict_path:35,src_embed:49,src_forward:49,src_root:5,src_word_id:49,srl:[13,73],ssd:9,ssh:[38,55],sshd:38,sstabl:16,stabl:[32,60],stacked_lstm_net:74,stacked_num:74,stackexchang:9,stage:[17,23,50],stake:75,stale:18,standalon:43,standard:7,stanford:[13,61],star:17,start:[9,15,17,18,21,22,24,25,30,35,50,57,61,62],start_paddl:62,start_pass:[56,57],start_pserv:[56,57],startpaddl:62,startup:[18,25],stat:[54,57,73,74,75],state:[9,10,18,33,48,61],state_act:[9,10,46],statfulset:62,staticinput:[9,48,49],statist:9,statset:54,statu:[25,50,54,61,62],status:61,std:[17,28,29,33,34,51,57],stderr:55,stdout:55,step:[9,10,12,18,22,30,34,46,48,49],stepnet:33,stepout:46,still:[21,24],stochast:[11,18,21,24],stock:74,stop:9,storag:[26,60],store:[8,9,13,17,30,33],str:[15,25,59,62],strategi:[12,18,57,73],street:[9,73],strict:31,stride:9,stride_i:9,stride_x:9,string:[3,8,9,21,27,33,34,51,57],strip:[35,46,73],struct:[21,22,26,29,34],structur:[13,21],stuff:50,stun:3,style:[9,34],sub:[8,9,13,16,24,30],sub_sequ:[3,9,41],subcommand:27,subgradi:11,subnet:16,subobjectpath:61,subseq:[45,48],subsequ:9,subsequenceinput:[9,46],succeed:[21,61],success:[22,61],successfulcr:61,sudo:[40,67],suffic:31,suffix:25,suggest:[9,17],sum:[9,11,19],sumpool:[9,35],support:[7,8,9,12,13,18,24,25,30,31,46],suppos:17,suppress:27,sure:[40,74],surpass:9,svs:34,swagger:26,swap_channel:68,swig:[23,28,29],swig_paddl:[5,13],symbol:[9,29],symlink:50,sync:18,syncflag:51,synchron:[11,18,21],syntax:31,sys:68,sysroot:43,system:[17,18,22,24,26,35,74],t2b:66,tab:70,tabl:[8,9],tableproject:9,tag:[8,13,35,38],tagtyp:8,tainer_id:62,take:[3,8,9,10,16,17,24],talk:22,tanh:[9,10,49,51],tanhactiv:[10,46],tar:15,target:[9,13,15,17,75],target_dict_dim:49,target_dictionary_dim:9,target_language_embed:9,target_language_word:49,target_link_librari:17,targetinlink:[9,46],task:[8,9,34,73],task_queu:21,taskentri:21,taskqueu:21,tbd:[23,46],tconf:74,tcp:57,tear:54,technic:18,tee:[61,67,73,74,75],tell:[18,21,22,34],tellig:74,templat:[34,61,62],tempor:9,temporari:25,tensor:17,tensor_test:17,term:[9,10,18],termin:61,tesh:73,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,29,31,32,50,51,54,55,57,59,67,68,70,72,73,74,75],test_all_data_in_one_period:[61,67,72,73,74],test_compar:35,test_comparespars:35,test_comparetwonet:35,test_comparetwoopt:35,test_config_pars:35,test_data:[5,75],test_fcgrad:51,test_gpuprofil:54,test_layergrad:51,test_list:[3,35,36,67],test_networkcompar:35,test_part_000:74,test_pass:[56,57,59,75],test_period:[56,57,59],test_predict:35,test_pydataprovid:35,test_pydataprovider2:35,test_pydataproviderwrapp:35,test_ratio:72,test_recurrent_machine_gener:35,test_recurrentgradientmachin:[35,46],test_swig_api:35,test_train:35,test_traineronepass:35,test_wait:[56,57],testa:16,testb:16,testbilinearfwdbwd:54,testconfig:51,tester:[72,75],testfcgrad:51,testfclay:51,testlayergrad:51,testq:16,testresult:15,testutil:51,text1:27,text:[3,8,10,13,16,66,74,75],text_conv:70,text_conv_pool:72,text_fil:[13,74],tflop:54,tgz:13,than:[7,8,9,10,18,25,35],thei:[16,17,18,22,24,27,34,54],them:[8,10,16,17,18,25,31,33,34,54],themselv:17,therein:9,thi:[3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,25,30,31,34,54,74],thing:3,think:[16,17],third:[9,18],third_parti:[9,43,44],those:[17,18,73],thought:17,thread:54,thread_local_rand_use_global_se:[56,57],threadid:59,threadloc:54,three:[8,9,18,30,31,68],threshold:[7,8,18,21,57],through:[9,17,18,21,23],throughput:54,thu:[9,24],tier:61,time:[9,10,12,13,16,17,18,21,24,31,34,46,54,57,61,62,74],timelin:9,timeout:[18,21],timer:54,timestamp:[9,19],timestep:[9,33],titl:[13,62,72],tls:26,tmp:3,to_no_sequ:[9,45],to_sequ:[9,45,46],to_your_paddle_clone_path:52,todo:[8,9,10,13,18,21,24,34],toend:9,togeth:[9,10,13,15],token:[8,9,16,49,74],too:13,tool:[43,44,52,62],toolchain:[43,44],top:[8,68],top_k:8,topolog:[13,16,18,30],topolopi:15,toronto:[13,67],total:[15,18,31,54,61,75],total_pass:31,touch:74,tourist:75,track:[18,21,50],tractabl:9,tradit:9,trail:13,train100:13,train10:13,train:[2,3,7,8,9,11,13,20,21,22,24,30,35,36,40,41,49,55,57,59,61,62,63,64,66,67,68,70,72,73,74,75],train_arg:62,train_args_dict:62,train_args_list:62,train_conf:[66,75],train_config_dir:62,train_data:75,train_i:41,train_list:[3,35,36,67,68],train_part_000:74,train_read:41,train_x:41,trainabl:9,trainer:[3,5,16,19,20,21,23,30,36,41,51,57,59,62,73,74,75],trainer_config:[2,3,5,36,55,61,62,70,72,74],trainer_config_help:[3,35,36,51,67],trainer_count:[35,56,57,59,61,62,72,73,74,75],trainer_cpu:25,trainer_cr:25,trainer_gpu:25,trainer_id:[57,62],trainer_mem:25,trainer_packag:25,trainerconfighelp:35,trainerid:[24,62],trainerintern:[70,72,75],tran:51,transact:[18,21,74],transform:9,transform_param_attr:10,translat:[9,10,66,75],transpos:9,transposedfullmatrixproject:9,travel:3,travi:50,treat:[9,22],treatment:22,tree:[9,62],trg:75,trg_embed:49,tricki:28,trigger:[24,30],truck:67,true_imag:31,true_label:31,true_read:31,truth:[8,9,75],tune:[7,56],tupl:[9,13,15,31],ture:9,turn:[9,31,48],tutori:[61,62,63,64,66,75],tweet:74,twitter:74,two:[8,9,10,16,22,23,24,25,27,31,33,34,54],txt:[3,17,25,27,51,55,60,70,72,74],type:[3,8,9,10,12,13,16,18,21,24,25,26,27,28,29,31,34,36,41,46,49,51,59,61,68,70,72,73],type_nam:34,typedef:[22,28,29],typeid:34,typenam:34,typic:8,ubuntu:32,ubyt:31,uci:13,ufldl:9,uid:61,uint32:26,uint64:28,uint64_t:28,unawar:22,unclear:24,unconstrain:74,under:[17,21],understand_senti:49,undeterminist:54,unidirect:9,uniform:[7,9,13,20,31],uninstal:35,uniqu:[16,18,24,25,33],unique_ptr:[33,51],unit:[9,10,17],unittest:[29,35],univ:75,unix:55,unk:[66,75],unk_idx:73,unknown:9,unlik:9,unordered_map:33,unseg:9,unsign:22,unsup:74,unsupbow:74,until:[18,22,33,62],untrack:50,unzip:43,updat:[7,9,18,21,22,26,30,33,50,55,59],update_equ:[15,41],update_hook:7,updatecallback:51,upgrad:35,upload:[18,25,26],upstream:[35,50],url:[13,74],urls_neg:74,urls_po:74,urls_unsup:74,usag:[8,9,10,13,15,30,62],use:[7,8,9,10,12,13,15,16,17,18,23,30,33,34,50,54,62,68,73,74,75],use_global_stat:9,use_gpu:[5,9,35,41,56,57,59,61,62,67,68,70,72,73,74,75],use_jpeg:67,use_old_updat:[56,57],use_seq:[36,72],used:[3,8,9,10,11,12,13,15,16,17,18,23,30,31,33,34,54,74],useful:[9,10,33],usegpu:51,user:[7,9,10,13,15,16,17,20,21,24,25,27,31,33,34,60,72],user_id:[62,72],user_info:13,user_nam:20,usercert:20,userinfo:13,userkei:20,usernam:[20,50],uses:[18,24,30],using:[7,9,10,13,16,17,18,21,22,24,25,27,31,33,34,40,73],usr:[35,37,38,40,55,57,62],usrdict:66,usrmodel:66,usual:[9,13,15,25,54],utc:71,util:[24,54,62,67,72],uuid:[19,24],v28:9,v7a:43,valid:[31,33],valu:[3,5,7,8,9,11,12,13,15,18,30,33,34,51,59,62,68,70,73],value1:57,value2:57,value_evalu:8,value_rang:13,vanilla:49,variabl:[9,13,16,34,61],varianc:9,varproto:34,vars_:33,vector:[9,10,13,16,22,70,72],vendor:17,verb:13,verbos:27,veri:[9,12,17,21,30,33,67],version:[9,10,17,25,27,32,38,40,54,56,57],versu:16,vertic:9,vgg:[10,67],vgg_16_cifar:67,via:[18,31,40,50],view:9,visibl:[24,33],vision:67,visipedia:67,visual:9,vocab:74,volum:[38,60,61,62],volumemount:[61,62],vutbr:13,wai:[8,9,10,16,22,24,75],wait:[11,18,22,62],wall:73,wangkuiyi:17,want:[3,9,10,16,25,31,33],warn:[27,35,62],warp:9,warpctc:9,warpctc_dir:9,watch:18,wbia:68,wei:[73,74],weight:[8,9,10,11,51,68],weight_act:10,weightlist:51,weights_:51,weights_t:51,welcom:17,well:25,were:[8,17],wether:9,wget:43,what:[7,9,10,11,17,34,50],when:[3,7,8,9,13,15,17,18,21,22,25,27,30,54],where:[9,10,11,16,18,24],wherea:21,whether:[8,9,10,31,74],which:[7,8,9,10,11,13,16,17,18,20,21,22,24,25,30,31,33,34,72],whoever:22,whole:[3,8,13,28,29,34],whose:[9,13,18,24,34],why:[10,29,54],wide:17,width:[8,9,13,28,31,51,75],wiki:[9,17],wikipedia:[9,13],wilder:3,window:[9,12,13,60],wise:9,with_avx:[37,38,40,43,50],with_bia:34,with_c_api:[43,44],with_doc:37,with_dock:52,with_doubl:[37,40,51],with_dso:37,with_gpu:[37,38,40,43,50],with_predict_sdk:40,with_profil:54,with_python:[37,40,43],with_rdma:[37,40,43],with_style_check:[37,50],with_swig_pi:[37,43],with_test:[37,38,50],with_tim:[37,40,54],within:[9,21],without:[8,9,18,22,31],wmt14:[49,75],wmt14_data:75,wmt14_model:75,wmt_shrinked_data:13,woboq:38,won:46,wonder:3,word2vec:[25,35],word:[3,8,9,13,34,35,46,48,70,73],word_dict:[46,70,73],word_dim:[46,70],word_id:[3,35],word_idx:13,word_slot:73,word_vector_dim:[9,49,66],words_freq_sort:13,work:[13,16,17,18,31,38,46,50,61,62],workspac:55,would:[15,17,18,24,30,31,73],wrapper:[10,17,54],write:[13,16,18,24,31,73],write_lock:19,writelin:36,writer:16,wrong:31,wsj:73,wuyi:60,www:[9,13,67,75],x64:44,x86:[43,44],x86_64:43,x_1:9,x_n:9,xarg:[8,35,38,51],xgbe0:57,xgbe1:57,xiaojun:74,xmap_read:13,xrang:[31,36,41,51],xxbow:74,xxx:[16,68,75],xxxx:19,y_predict:41,yaml:[17,61,62],yancey1989:25,yann:13,yapf:50,yeild:15,yield:[3,13,16,20,31,35,36,41,46,73],you:[3,7,9,10,25,33,40,68,74],your:[9,16,17,25,27,35,43,44],your_paddle_source_dir:9,your_param_nam:35,your_repo:62,your_source_root:29,yourself:9,yuyang18:[9,10,13],zachari:74,zeng:74,zero:[7,9,11,13,18,30,57],zhou:[73,74],zip:[13,43,62,71],zoo:66},titles:["\u5173\u4e8ePaddlePaddle","API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class Parameters","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","FAQ","\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1","PaddlePaddle\u7684\u7f16\u8bd1\u9009\u9879","PaddlePaddle\u7684Docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f","\u5b89\u88c5\u4e0e\u7f16\u8bd1","Ubuntu\u90e8\u7f72PaddlePaddle","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u6784\u5efaAndroid\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u6784\u5efaRaspberry Pi\u5e73\u53f0\u4e0a\u7684PaddlePaddle\u5e93","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","<no title>","<no title>","PaddlePaddle \u6587\u6863","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b","Model Zoo - ImageNet","\u5b8c\u6574\u6559\u7a0b","\u5feb\u901f\u5165\u95e8\u6559\u7a0b","MovieLens\u6570\u636e\u96c6","MovieLens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b","\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b","\u60c5\u611f\u5206\u6790\u6559\u7a0b","\u6587\u672c\u751f\u6210\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":62,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0b\u8f7d\u4e0e\u89e3\u538b\u7f29":75,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":66,"\u4e0b\u8f7d\u5e76\u89e3\u538b\u6570\u636e\u96c6":72,"\u4e0b\u8f7d\u6570\u636e":61,"\u4e0d\u4f7f\u7528":28,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":28,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":28,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":28,"\u4e2d\u6587\u5b57\u5178":66,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":66,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":66,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":66,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":54,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":54,"\u4ec5\u4ec5\u4f7f\u7528void":28,"\u4ecb\u7ecd":[66,68],"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4ee3\u7801\u8981\u6c42":50,"\u4efb\u52a1\u7b80\u4ecb":36,"\u4f18\u5316\u7b97\u6cd5":70,"\u4f7f\u7528":[50,61],"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":28,"\u4f7f\u7528\u6848\u4f8b":59,"\u4f7f\u7528\u6982\u8ff0":70,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":59,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":62,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":66,"\u4f7f\u7528\u8bf4\u660e":53,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":52,"\u4f7f\u7528paddlepaddle\u751f\u6210\u6a21\u578b":75,"\u4f7f\u7528paddlepaddle\u8bad\u7ec3\u6a21\u578b":75,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":50,"\u4fee\u6539\u542f\u52a8\u811a\u672c":61,"\u4fee\u6539\u6587\u6863":52,"\u514b\u9686":50,"\u5173\u4e8epaddlepaddl":0,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":29,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":3,"\u5185\u7f6e\u5b9a\u65f6\u5668":54,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":51,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[43,44],"\u51c6\u5907\u5de5\u4f5c\u7a7a\u95f4":55,"\u51c6\u5907\u6570\u636e":[36,72],"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":62,"\u51c6\u5907\u96c6\u7fa4\u4f5c\u4e1a\u914d\u7f6e":55,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":35,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":35,"\u5206\u5272\u8bad\u7ec3":72,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":26,"\u5206\u652f\u89c4\u8303":32,"\u521b\u5efa\u672c\u5730\u5206\u652f":50,"\u521b\u5efajob":62,"\u521b\u5efapaddl":61,"\u5220\u9664\u672c\u5730\u5206\u652f":50,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":50,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":35,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":50,"\u5236\u4f5c\u955c\u50cf":62,"\u5236\u4f5cdocker\u955c\u50cf":61,"\u524d\u63d0\u6761\u4ef6":55,"\u52a0\u8f7dpaddlepaddl":41,"\u52a0\u901f\u6267\u884c":19,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":35,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u52a8\u6001\u6269\u5bb9":19,"\u5355\u5143\u6d4b\u8bd5":57,"\u5355\u53cc\u5c42rnn":46,"\u5377\u79ef\u6a21\u578b":70,"\u5377\u79ef\u795e\u7ecf\u7f51\u7edc":67,"\u539f\u56e0":28,"\u539f\u56e0\u5217\u8868":28,"\u53c2\u6570\u4fe1\u606f":68,"\u53c2\u6570\u5185\u5b58":35,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":57,"\u53c2\u6570\u6982\u8ff0":56,"\u53c2\u6570\u8bfb\u53d6":68,"\u53c2\u8003":3,"\u53c2\u8003\u6587\u6863":[26,74],"\u53c2\u8003\u8d44\u6599":54,"\u53cc\u5411lstm":74,"\u53cc\u5c42rnn":46,"\u53cc\u5c42rnn\u4ecb\u7ecd":48,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":48,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":3,"\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898":40,"\u53ef\u9009\u529f\u80fd":66,"\u540d\u8bcd\u89e3\u91ca":26,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":70,"\u5411\u91cf":57,"\u542f\u52a8\u4efb\u52a1":62,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":55,"\u547d\u4ee4\u884c\u53c2\u6570":70,"\u548c":45,"\u56fe\u50cf\u5206\u7c7b\u6559\u7a0b":67,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":59,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":66,"\u57fa\u4e8epython\u7684\u9884\u6d4b":5,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":41,"\u57fa\u672c\u539f\u7406":48,"\u57fa\u672c\u8981\u6c42":28,"\u5982\u4f55\u4e66\u5199paddlepaddle\u7684\u6587\u6863":52,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":35,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":35,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":35,"\u5982\u4f55\u52a0\u901fpaddlepaddle\u7684\u8bad\u7ec3\u901f\u5ea6":35,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":35,"\u5982\u4f55\u66f4\u65b0www":52,"\u5982\u4f55\u6784\u5efapaddlepaddle\u7684\u6587\u6863":52,"\u5982\u4f55\u8d21\u732e":52,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":50,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":54,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":35,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":46,"\u5b50\u5e8f\u5217\u95f4\u6709memori":46,"\u5b57\u6bb5\u914d\u7f6e\u6587\u4ef6":72,"\u5b89\u88c5":[40,70],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":39,"\u5b89\u88c5\u6d41\u7a0b":39,"\u5b89\u88c5kubectl":60,"\u5b8c\u6574\u6559\u7a0b":69,"\u5b9e\u73b0":28,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":51,"\u5b9e\u73b0\u65b9\u5f0f":29,"\u5b9e\u73b0c":51,"\u5b9e\u73b0python\u5c01\u88c5":51,"\u5bfc\u51fac":28,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":59,"\u5c0f\u7ed3":3,"\u5de5\u5177":54,"\u5e38\u7528\u6a21\u578b":69,"\u5e76\u5b8c\u6210":50,"\u5efa\u7acb":50,"\u5f00\u53d1\u6807\u51c6":53,"\u5f00\u59cb\u5f00\u53d1":50,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":57,"\u5f15\u7528":73,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":70,"\u6027\u80fd\u4f18\u5316":53,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":54,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":54,"\u6027\u80fd\u8c03\u4f18":57,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":70,"\u60c5\u611f\u5206\u6790\u6559\u7a0b":74,"\u6216\u8005\u662f":35,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":35,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":28,"\u63a5\u53e3":68,"\u63a8\u5bfc\u65b9\u7a0b":51,"\u63a8\u6d4b\u6267\u884c":19,"\u63d0\u4ea4":50,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":50,"\u63d0\u4ea4\u955c\u50cf":61,"\u63d0\u53d6\u7535\u5f71\u6216\u7528\u6237\u7684\u7279\u5f81\u5e76\u751f\u6210python\u5bf9\u8c61":72,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":41,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":45,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6570\u636e\u51c6\u5907":[67,72,75],"\u6570\u636e\u63cf\u8ff0":73,"\u6570\u636e\u63d0\u4f9b":73,"\u6570\u636e\u63d0\u4f9b\u811a\u672c":72,"\u6570\u636e\u652f\u6301":57,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":70,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":66,"\u6570\u636e\u96c6\u7279\u5f81":71,"\u6570\u636e\u9884\u5904\u7406":75,"\u6570\u6910\u4ecb\u7ecd":74,"\u6570\u6910\u51c6\u5907":74,"\u6574\u4f53\u65b9\u6848":62,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":26,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u6587\u672c\u751f\u6210":75,"\u6587\u672c\u751f\u6210\u6559\u7a0b":75,"\u6587\u6863":[38,65],"\u65b0\u624b\u5165\u95e8":42,"\u65f6\u5e8f\u6a21\u578b":70,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":3,"\u65f6\u95f4\u5e8f\u5217":46,"\u65f6\u95f4\u6b65":46,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":29,"\u672c\u5730\u6d4b\u8bd5":59,"\u672c\u5730\u8bad\u7ec3":59,"\u672f\u8bed":19,"\u6784\u5efa\u548c\u6d4b\u8bd5":50,"\u6784\u5efaandroid\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":43,"\u6784\u5efaraspberri":44,"\u67b6\u6784\u56fe":26,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":61,"\u67e5\u770b\u8f93\u51fa":62,"\u6837\u4f8b\u6570\u636e":3,"\u6846\u67b6\u751f\u6210":26,"\u6848\u4f8b\u4e00":59,"\u6848\u4f8b\u4e8c":59,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":55,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":55,"\u6982\u5ff5\u89e3\u91ca":20,"\u6982\u8ff0":[45,48],"\u6a21\u5757":26,"\u6a21\u578b":68,"\u6a21\u578b\u4e0b\u8f7d":68,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":29,"\u6a21\u578b\u68c0\u9a8c":36,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":70,"\u6a21\u578b\u8bad\u7ec3":[67,75],"\u6a21\u578b\u8bc4\u4f30\u548c\u9884\u6d4b":72,"\u6a21\u578b\u914d\u7f6e":[46,53],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":46,"\u6ce8\u610f\u4e8b\u9879":3,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u6d4b\u8bd5":[57,73],"\u6d4b\u8bd5\u6587\u4ef6":72,"\u6d4b\u8bd5\u6a21\u578b":74,"\u7279\u5f81":73,"\u7279\u5f81\u63d0\u53d6":68,"\u751f\u6210\u5e8f\u5217":49,"\u751f\u6210\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":75,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":48,"\u751f\u6210sparse\u6587\u4ef6":26,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":26,"\u7528\u6237\u6587\u4ef6\u63cf\u8ff0":71,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u96c6":75,"\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u6910\u9884\u5904\u7406":74,"\u7535\u5f71\u6587\u4ef6\u63cf\u8ff0":71,"\u76ee\u5f55\u7ed3\u6784":29,"\u76ee\u6807":26,"\u76f4\u63a5\u6784\u5efapaddlepaddle\u7684\u6587\u6863":52,"\u76f8\u5173\u6982\u5ff5":48,"\u77e9\u9635":57,"\u793a\u4f8b1":46,"\u793a\u4f8b2":46,"\u793a\u4f8b3":46,"\u793a\u4f8b4":46,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":35,"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u914d\u7f6e":72,"\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":73,"\u7a00\u758f\u8bad\u7ec3":59,"\u7b26\u53f7":28,"\u7b80\u4ecb":[60,75],"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":49,"\u7c7b":[28,51],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":41,"\u7ec3\u4e60":67,"\u7ec6\u8282\u63a2\u7a76":67,"\u7ec6\u8282\u63cf\u8ff0":57,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":55,"\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u4efb\u52a1":36,"\u7f16\u5199yaml\u6587\u4ef6":61,"\u7f16\u8bd1\u548c\u5b89\u88c5":[43,44],"\u7f16\u8bd1\u6d41\u7a0b":39,"\u7f16\u8bd1\u9009\u9879":29,"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":37,"\u7f29\u5bb9":19,"\u7f51\u7edc\u53ef\u89c6\u5316":68,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":3,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":28,"\u80cc\u666f":28,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":57,"\u81f4\u8c22":0,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":26,"\u89c2\u6d4b\u8bcd\u5411\u91cf":66,"\u8bad\u7ec3":[57,72,73],"\u8bad\u7ec3\u5668\u914d\u7f6e\u6587\u4ef6":72,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":35,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8bad\u7ec3\u6a21\u578b":[36,41,70,74],"\u8bad\u7ec3\u6a21\u578b\u7684\u547d\u4ee4\u4e0e\u7ed3\u679c":75,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":48,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":35,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":58,"\u8bc4\u5206\u6587\u4ef6\u63cf\u8ff0":71,"\u8bcd\u5411\u91cf\u6a21\u578b":70,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":66,"\u8bcd\u6c47\u8868":46,"\u8be6\u7ec6\u6559\u7a0b":54,"\u8bed\u4e49\u89d2\u8272\u6807\u6ce8\u6559\u7a0b":73,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":46,"\u8f6c\u6362\u5e93":20,"\u8f93\u5165":48,"\u8f93\u5165\u4e0d\u7b49\u957f":46,"\u8f93\u5165\u793a\u4f8b":48,"\u8f93\u51fa":48,"\u8f93\u51fa\u65e5\u5fd7":70,"\u8fd0\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":55,"\u8fd0\u884c\u5bb9\u5668":61,"\u8fd0\u884cdocker":35,"\u8fd0\u884cpaddlepaddl":38,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":28,"\u8fdb\u884c\u8bad\u7ec3":[20,61],"\u8fdb\u9636\u6307\u5357":53,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":60,"\u901a\u7528":57,"\u901a\u8fc7docker\u5bb9\u5668\u5f00\u53d1paddlepaddl":38,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":70,"\u9047\u5230":35,"\u90e8\u7f72kubernetes\u96c6\u7fa4":60,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":70,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[43,44],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":49,"\u914d\u7f6e\u7f51\u7edc":41,"\u914d\u7f6ekubectl":60,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":60,"\u94a9\u5b50":50,"\u9644\u5f55":70,"\u968f\u673a\u6570":57,"\u96c6\u7fa4\u8bad\u7ec3":59,"\u975e\u6cd5\u6307\u4ee4":35,"\u9884\u5904\u7406":67,"\u9884\u5904\u7406\u547d\u4ee4\u548c\u7ed3\u679c":75,"\u9884\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b":75,"\u9884\u6d4b":[67,68,70,73,74],"\u9884\u6d4b\u6d41\u7a0b":5,"\u9884\u6d4bdemo":5,"\u9884\u8bad\u7ec3\u7684\u6a21\u578b":75,"api\u4e2d\u6587\u624b\u518c":4,"api\u5bf9\u6bd4\u4ecb\u7ecd":46,"beam_search\u7684\u751f\u6210":46,"blas\u8def\u5f84\u76f8\u5173\u7684\u7f16\u8bd1\u9009\u9879":37,"bleu\u8bc4\u4f30":75,"book\u4e2d\u6240\u6709\u7ae0\u8282":32,"bool\u578b\u7684\u7f16\u8bd1\u9009\u9879":37,"class":30,"cmake\u6e90\u7801\u7f16\u8bd1":35,"cudnn\u7684\u7f16\u8bd1\u9009\u9879":37,"dataprovider\u7684\u4ecb\u7ecd":2,"dataprovider\u7684\u4f7f\u7528":3,"filemanager\u8bbe\u8ba1\u6587\u6863":26,"float":35,"function":17,"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":59,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":54,"gpu\u955c\u50cf\u51fa\u73b0":35,"group\u6559\u7a0b":48,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":62,"kubernetes\u5355\u673a\u8bad\u7ec3":61,"meta\u6587\u4ef6":72,"meta\u914d\u7f6e\u6587\u4ef6":72,"mnist\u7684\u4f7f\u7528\u573a\u666f":3,"movielens\u6570\u636e\u96c6":71,"movielens\u6570\u636e\u96c6\u8bc4\u5206\u56de\u5f52\u6a21\u578b":72,"org\u6587\u6863":52,"paddle\u52a8\u6001\u5e93\u4e2d":28,"paddle\u53d1\u884c\u89c4\u8303":32,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":32,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":28,"paddle\u7248\u672c\u53f7\u4e3a0":35,"paddlepaddle\u53d1\u5e03\u7684docker\u955c\u50cf\u4f7f\u7528\u8bf4\u660e":38,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":37,"paddlepaddle\u7684docker\u5bb9\u5668\u4f7f\u7528\u65b9\u5f0f":38,"pi\u5e73\u53f0\u4e0a\u7684paddlepaddle\u5e93":44,"pod\u95f4\u901a\u4fe1":62,"pydataprovider2\u7684\u4f7f\u7528":3,"python\u63a5\u53e3":68,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":35,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":70,"return":31,"rnn\u76f8\u5173\u6a21\u578b":47,"rnn\u914d\u7f6e":49,"so\u627e\u4e0d\u5230":40,"ubuntu\u90e8\u7f72paddlepaddl":40,Abs:6,For:17,The:[22,30],Using:[17,22],With:25,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,addto:9,aggreg:9,aggregatelevel:9,algorithm:18,all:33,api:[1,4,29,34],applic:4,argument:[27,31],associ:33,async:57,attent:49,attribut:7,auc:8,avg:12,base:25,basepool:12,batch:31,batch_norm:9,batch_siz:31,beam_search:9,becaus:35,between:[16,34],bidirectional_gru:10,bidirectional_lstm:10,big:35,bilinear_interp:9,bla:37,block_expand:9,book:38,brelu:6,cach:3,can:33,capi:29,capi_priv:29,check:9,checkpoint:[18,19,24],choos:17,chunk:8,cifar:13,classif:8,classification_error:8,classification_error_print:8,client:22,clone:50,cluster:23,cmake:17,code:25,column_sum:8,commit:50,compos:31,concat:9,conclus:24,config:4,configur:14,conll05:13,connect:9,content:[3,29,35,45,54],context_project:9,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convert:24,cos_sim:9,cost:9,cp27mu:35,creat:[31,33],creation:21,creator:31,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cuda:[35,37],cudnn:37,cudnnavg:12,cudnnmax:12,custom:31,dat:71,data:[9,13,18,31],datafeed:13,dataprovid:[4,57],dataset:[13,18,21],datatyp:13,decayedadagrad:11,decor:31,dens:24,deploi:25,descript:27,design:[16,18,21,22,23,24,30,31,33],destroi:33,detect:8,detection_map:8,dictionari:31,dispatch:[18,21],distribut:[16,18,25],doc:[16,18,21,22,23,24,30,31],docker:25,dotmul_oper:9,dotmul_project:9,driver:35,dropout:9,dylib:29,dynam:18,elect:24,embed:9,entri:31,environ:25,eos:9,evalu:8,event:[15,16],exampl:[16,17,29],except:35,exp:6,expand:[9,45],expandlevel:9,faq:35,fault:18,first_seq:[9,45],fork:50,form:34,format:18,from:[16,24,34],full_matrix_project:9,fulli:9,gate:49,get_output:9,gpu:57,gradient:22,gradient_print:8,group:9,gru:[10,57],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,handler:[16,28],happen:24,high:34,how:31,hsigmoid:9,huber_cost:9,ident:6,identity_project:9,illeg:35,imag:[9,10,25],imagenet:68,imdb:[13,74],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,31],infer:15,ingredi:16,ingress:26,init_hook:3,initi:22,input_typ:3,insid:33,instruct:35,insuffici:35,interact:34,interfac:[13,18,22,23,31,33],interpol:9,isn:31,issu:50,job:[18,25,61],join:9,kubernet:[25,60,61],lambda_cost:9,last_seq:[9,45],layer:[9,16],learnabl:9,leval:34,level:34,libcudart:40,libcudnn:40,libpaddle_capi_shar:29,libpaddle_capi_whol:29,librari:22,linear:6,linear_comb:9,linux_x86_64:35,list:[19,31],local:33,log:6,logic:21,low:34,lstm:[10,57,73,74],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,manag:17,map:31,master:[18,21,25],math:9,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:[9,46,48],messag:[34,35],mini:31,minibatch:13,misc:9,mix:9,mnist:13,model:[4,14,16,22,24,49,68],momentum:11,movi:71,movielen:13,mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:31,multiplex:9,name:33,nce:9,need:31,network:[10,49],neural:49,nlp:[10,57],norm:9,nvprof:54,nvvp:54,object:18,onli:[31,33],opproto:34,optim:[11,18,22],option:27,order:27,orthogon:33,overview:[24,33],packag:17,pad:9,paddl:[31,32,33],paddlejob:25,paddlepaddl:[16,52,65],parallel_nn:59,paramet:[7,9,15,16,18,22,23,25,30],parent:33,partit:22,path:[24,27],perform:57,persist:21,pfsclient:[26,27],pfsserver:26,platform:35,pnpair:8,point:35,pool:[9,12,45],power:9,pre:50,precision_recal:8,prefetch:31,prelu:9,print:8,process:[18,22,25],project:17,protocol:35,provid:[3,31],pserver:24,pull:50,push:50,python:[25,31,34],queue:[18,21],rank:8,rank_cost:9,rate:71,reader:[13,16,31],recoveri:18,recurr:[9,10,48,49],recurrent_group:9,refer:3,regist:34,regular:22,reject:35,relu:6,remot:23,repeat:9,request:50,requir:17,reshap:9,resnet:68,retri:21,rmsprop:11,rnn:[46,57],rotat:9,row_conv:9,runtim:25,sampl:9,sampling_id:9,save:24,scale:[9,18],scaling_project:9,scope:33,select:22,selective_fc:9,sentiment:13,seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:49,sequence_conv_pool:10,sequencesoftmax:6,server:[18,21,22,25],sgd:57,share:[16,33],should:33,shuffl:31,sigmoid:6,simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:31,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,spars:[22,23,24],spp:9,squar:6,squarerootn:12,stack:74,stanh:6,start:16,store:18,subcommond:27,submit:25,suffici:31,suitabl:17,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,support:35,synopsi:27,tabl:29,table_project:9,take:31,tanh:6,task:[18,21],tensor:9,text_conv_pool:10,thi:[33,35],timelin:24,todo:[19,20],togeth:33,toler:18,too:35,tool:17,train:[15,16,18,23,25,31],trainer:[15,18,22,24,25],tran:9,trans_full_matrix_project:9,tune:57,uci_h:13,updat:[16,23,24],usag:31,use:31,user:[18,71],util:8,value_print:8,variabl:33,version:35,vgg_16_network:10,warp_ctc:9,what:24,wheel:35,when:[24,33],whl:35,why:31,wmt14:13,zoo:68}}) \ No newline at end of file diff --git a/favicon.ico b/favicon.ico new file mode 100644 index 0000000000000000000000000000000000000000..2d249d88db70843e0e5db21291d4aea7b9521a7b Binary files /dev/null and b/favicon.ico differ diff --git a/mobile/css/index.cn.css b/mobile/css/index.cn.css new file mode 100644 index 0000000000000000000000000000000000000000..f49d1e8a9aae589ddc67a76e389ceeb4f81fad2a --- /dev/null +++ b/mobile/css/index.cn.css @@ -0,0 +1,84 @@ + +.ai-ecology { + display: -webkit-box; + display: -webkit-flex; + display: flex; +} +.ai-ecology-item { + -webkit-box-flex: 1; + -webkit-flex: 1; + flex: 1; + position: relative; + padding-bottom: 50%; +} +.ai-ecology-main { + position: absolute; + top: 0; + bottom: 0; + left: 0; + right: 0; +} +.ai-ecology-main-paddle { + top: 50%; + -webkit-transform: translateY(-50%); + transform: translateY(-50%); +} +.ai-ecology-title, +.ai-ecology-intro { + text-align: center; + color: #fff; +} +.ai-ecology-title { + margin-bottom: .5rem; + padding: 0.2rem; + line-height: 1; + font-size: 1.7rem; +} +.ai-ecology-title-paddle { + font-size: 2rem; +} +.ai-ecology-intro { + line-height: 1; + font-size: 1rem; + color: #ccc; + letter-spacing: 1px; +} +.ai-ecology-intro-paddle { + font-size: 1rem; + color: #fff; + margin-bottom: 1.5rem; +} +.ai-ecology-mask { + position: absolute; + top: 0; + bottom: 0; + left: 0; + right: 0; + background: rgba(35, 35, 35, 0.75); +} +.ai-ecology-mask-paddle { + background: #000000; + opacity: 0.4; +} +.ai-ecology-icon { + width: 3.75rem; + height: 3.75rem; + margin: 25% auto .875rem; + background-size: contain; +} +.ai-ecology-btn { + display: inline-block; + font-size: 1.2rem; + color: #fff; + line-height: 3rem; + background: rgba(0, 0, 0, 0.5); + border: 1px solid #fff; + border-radius: 100px; +} +.ai-ecology-btn-content { + margin: 0 1rem; +} +.ai-ecology-btn-icon { + width: 1.2rem; + height: 1.2rem; +} diff --git a/mobile/css/index.css b/mobile/css/index.css new file mode 100644 index 0000000000000000000000000000000000000000..f49d1e8a9aae589ddc67a76e389ceeb4f81fad2a --- /dev/null +++ b/mobile/css/index.css @@ -0,0 +1,84 @@ + +.ai-ecology { + display: -webkit-box; + display: -webkit-flex; + display: flex; +} +.ai-ecology-item { + -webkit-box-flex: 1; + -webkit-flex: 1; + flex: 1; + position: relative; + padding-bottom: 50%; +} +.ai-ecology-main { + position: absolute; + top: 0; + bottom: 0; + left: 0; + right: 0; +} +.ai-ecology-main-paddle { + top: 50%; + -webkit-transform: translateY(-50%); + transform: translateY(-50%); +} +.ai-ecology-title, +.ai-ecology-intro { + text-align: center; + color: #fff; +} +.ai-ecology-title { + margin-bottom: .5rem; + padding: 0.2rem; + line-height: 1; + font-size: 1.7rem; +} +.ai-ecology-title-paddle { + font-size: 2rem; +} +.ai-ecology-intro { + line-height: 1; + font-size: 1rem; + color: #ccc; + letter-spacing: 1px; +} +.ai-ecology-intro-paddle { + font-size: 1rem; + color: #fff; + margin-bottom: 1.5rem; +} +.ai-ecology-mask { + position: absolute; + top: 0; + bottom: 0; + left: 0; + right: 0; + background: rgba(35, 35, 35, 0.75); +} +.ai-ecology-mask-paddle { + background: #000000; + opacity: 0.4; +} +.ai-ecology-icon { + width: 3.75rem; + height: 3.75rem; + margin: 25% auto .875rem; + background-size: contain; +} +.ai-ecology-btn { + display: inline-block; + font-size: 1.2rem; + color: #fff; + line-height: 3rem; + background: rgba(0, 0, 0, 0.5); + border: 1px solid #fff; + border-radius: 100px; +} +.ai-ecology-btn-content { + margin: 0 1rem; +} +.ai-ecology-btn-icon { + width: 1.2rem; + height: 1.2rem; +} diff --git a/mobile/css/vendor.css b/mobile/css/vendor.css new file mode 100644 index 0000000000000000000000000000000000000000..9c01bbe8b74367a302c4da1532d20a39ae5a0826 --- /dev/null +++ b/mobile/css/vendor.css @@ -0,0 +1,620 @@ + +@font-face { + font-family: 'icomoon'; + src: url(fonts/icomoon.eot); + src: url(fonts/icomoon.eot#iefix) format('embedded-opentype'), url(fonts/icomoon.ttf) format('truetype'), url(fonts/icomoon.woff) format('woff'), url(fonts/icomoon.svg#icomoon) format('svg'); + font-weight: normal; + font-style: normal; +} +[class^="icon-"], +[class*=" icon-"] { + /* use !important to prevent issues with browser extensions that change fonts */ + font-family: 'icomoon' !important; + speak: none; + font-style: normal; + font-weight: normal; + font-variant: normal; + text-transform: none; + line-height: 1; + /* Better Font Rendering =========== */ + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; +} +.icon-correct:before { + content: "\E901"; +} +.icon-down-arrow:before { + content: "\E900"; +} +.icon-menu:before { + content: "\E9BD"; +} +.icon-checkmark:before { + content: "\EA10"; +} +html, +body { + height: 100%; + margin: 0; + font-size: 12px; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; + overflow: hidden; + font-family: tahoma, arial, "Hiragino Sans GB", "Microsoft YaHei", sans-serif; +} +@media (max-width: 374px) { +html, + body { + font-size: 9px; +} +} +a { + text-decoration: none; +} +.ai-top-nav { + position: relative; + height: 50px; + line-height: 50px; + background-color: #000; + padding: 0 1.04rem; + -webkit-box-align: center; + -webkit-align-items: center; + align-items: center; +} +.ai-top-nav-logo { + max-width: 10.54rem; + max-height: 1.5rem; +} +.ai-top-nav-menu { + position: absolute; + right: 1.04rem; + top: 50%; + width: 28px; + height: 50%; + background-size: 50%; + background-position: center; + background-repeat: no-repeat; + background-image: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADkAAAA5CAYAAACMGIOFAAAAAXNSR0IArs4c6QAAAO5JREFUaAXt2D0OgkAQhmGWmut4ChDv6s8ldK3xHtqIxfptS0GycRJmzUsyAUKYfPtMN03DhQAC7gRSSr3qpnqr/uGadYioGjN20EOv+9mdvF2gMR/yqn47u57uOsV8yKdide6i2QV6ter1sOvnstOUJ7lXtKPLeDahhjaEcFKvg+qu+tj03bzLrARRNeh8l83TEAABBBBAAAEEEEAAAQQWAnkFomLHs3Cp6ZUdT03TWsvKjmdNp6Zv7HhqmhZZEUAAAQQQQAABBBBAAAFvAmzrvE2kPA/bunIzn3+wrfM5l/JUbOvKzfgDAQR+FfgCtgrYzmLEak8AAAAASUVORK5CYII=); + -webkit-transform: translateY(-50%); + transform: translateY(-50%); +} +.ai-top-nav-mask { + position: absolute; + top: 0; + bottom: 0; + left: 0; + right: 0; + z-index: 4; + background-color: rgba(0, 0, 0, 0.8); +} +.ai-app { + position: relative; + height: 100%; + overflow: hidden; +} +.ai-main { + position: absolute; + top: 50px; + bottom: 0; + left: 0; + right: 0; + padding: 0 1.06rem; + overflow: auto; + -webkit-overflow-scrolling: touch; +} +.ai-main .mint-swipe { + margin: 0 -1.06rem; +} +.ai-slide-nav { + position: absolute; + display: -webkit-box; + display: -webkit-flex; + display: flex; + -webkit-box-orient: vertical; + -webkit-box-direction: normal; + -webkit-flex-direction: column; + flex-direction: column; + top: 0; + bottom: 0; + right: 0; + width: 70%; + padding-left: 1.25rem; + background: rgba(30, 30, 30, 0.9) url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAxwAAAKrCAYAAAB7v4txAAAABGdBTUEAALGPC/xhBQAAQABJREFUeAHsvQ1y3EiydHvn2azg2/9e58lFencohd+ME4moYsGMShSAPOnuEQBVXaT6P//73//+3//9vf3n70PIEZpL82yyiit+JXsF3xmtXiuuu7dfne3eup/j//d//wshqA7xdTi1fHeVjup1XpVfoZtmkjySpZuF4lEcUlN8GFD6KI61UTyKQ+dP6fpw3DHbI5VPq/r/5z//ueXr/9vO5vdD7hZohxMPv8JfBqWx6i9LZsdM6P2VGa9c60pO3fRc0fxO17i/NdLPjlfIKfqv0Gt+Bdv10hrdN2vtqrNrhqQuuhfJmlI+pamrLqr3KX8UR76o+lEZURzKl7ImWdP+7r7Z0EJ7bzhkiDJFcWIwpL7IVTHJgkZ25X5VHqNm19LjeH7V69Hv03pW+X6VdVwfj0/qXtkbfn5U+q3I1Ezppzc6f2uldNLPezpDMj+SReUvDqmLqqf7jNAmTVRfWBeZf5ZFZCQNZE5ZT55PeROPYBEMe1s+7r3hIIVQD4Coibp5I1OF9Fc8Tuy/dJOEACpqGfCXd13/qnpdFvK58DSBDj2z6v5zP1av5/4/Df/mBRW6K+pP+rdnjzcj++tyimMwmR+Zm/SRXimWOKRPgkV5iz3h/cxI6iJYBMN5UKzO95+9zo6pjH79Osbt+f8dlApA3GARe1tUnLyxT/M2lkAPVeut5juMVet4vXF8ev1Rz+f1tQRcN4+aRT9jrihZvb7Wq/JZyb6S5Z1rnDupmWTJC10neya4pFdS150euHot4ZXI/KreO9cR3u6st/LarpkTGZB1637/EXkdMsZPONQ4DuVw4sMn6QYnm8rRVOcofvUa8uJ16Myd09n49Ppn+j7n5xJY0btHylatX7XOq3Hp5wfpn2Sp5zp7PbonnjynzIjcXEuPGU/SQ3CkgfAWvVC6InN2n9RCsmb9dJ9H9uVSr/ENR0WhxaRvNAVEajXLI1WAl22KIQDXj85nWGbzpdZ8cv1NUZ+D6QRiL8X9NPgiYNWasX8vSrt9WYWXV2HeDutgAunZLI8Hy14+RbIuL3pyIfk9jvQnlr9vnFg4PE1xtEhHf53rd1iYiyepzMWhWBelH14mLUR/p+qvXxq/+2NV8Q0HYWArJbJQJMtaK3xX6LRejav4Wqd6rejL+3HNuO/zn/E9ElBtK+6/q+ms6C2tUbXO0/ldzVnXVdS5Ktc7vvaulV/SM8mievKV+m+vTmfHqay0DtmvBOsn1O+svlfPU/cfxXm8/nqzcfdfqopvOGSAMOECkiwxaZ6ZFVw1VQXXmjVWbpX693Q7r3Hcu/4VjtuLtMZ9a4/H4v7Mec95tVG+/fWEdufusUpDFd9cj5R+8UgmzaN8Rk5nv6Q2ee70Fx/XgPRI9ZtyorKyT2KkNNGZd/JGaDGDzMnMzKj6E5pS90mXTzhkgrohXBSaZy49pgpIi5ngPaX/Vep7FulWfvF+0L42j963/5n5v4Hff2zNj+e77z+hX2s6/6p8zNda9LZCP6FZGVT4J7SZIX0dNZL9Q9bBupxfZqR1EdrIfiD9UbqIjFRzcShW5/sv09+aS3mjOKm63f2EQz+Epf/TOCXexSB5YikUkimdNE9MbVXcavYKvtYYt8q8xrWyr6XVD1Xvd9bv+2bUnM1h1Xzrfqf1Kj1VsWkuzVN/kEyS1Vkb6bMj66Pp+pOTyorikPdNN02UHoqTzvrqGw/9SJX/4nS9Nc+vJIM4X63HFVV/8TTXY5Xbij4401rt6Wz9K+e3NPqYxyucJ66J+uL+E1rurqlniDS/mu67Pn/i9XRN3Ss/McsOnrvmTz0/3v3vM1T9SE7HzAlNBIO+51Oarr7ZkGi94dBi5DcA6iaXPm2pML4Qf/1J+jWczjFyvV81Ko8q/VuaK/LfWmfmmLVpdC7ixOMz3CfnWLs1+LVHH+80Wpvvf7+u1Kg1vI7HivWq2FE/pXtl/rOa5ds6ZxlxHpkjqUsaSW1iERudP6HJDCp/KneKI1/d6kfqoVhU/dVPhCYxCA5df/mb2u78Hsf4P/6bWjBMUpBkEEITxQkSf/O6axz1xtdV+3TOezoremRvravHo6bxAbUql6tas9fZj0fx4v7oP7tedn7UlmXdmV+Vg/z4+VOxBs10/hVckknq7KrL/UvqMzM7kvlntXg+lRPtjdBlTfbaZSS8kV6cE6GLYMgbwbEvMqtyFv2GQ4KpICjOVoiV7K31Zo6t0Kg1iOa/4i/6iftX5q68prO2ihxGv36tvtD+qv644i1qu3L97DVeR/Mr/Ef+rMa9eZFNaheX5O3pnz1OaqvIsHt+s7l7XkX+WabrmOXYIzW+cy+Q3ihWx/qrl7rpovp7l+Pf4di94OYJMkCxSJ6s+AF009bh5RVML0j7N9eaxfe+z1WMWqPKy4ze6Nn7Hmd47zgn1qxTNqt6VjV1z3byf6XXpNvar1x/5Rqad2XNO9e4Rh7vzN27lvRMskiPFMscj3uZXjmurKi8xKE0XdG+8hoqI2kmMqK9U/4obxRHORHeCIZrRnoz86+R+oRDYmWeEk1x/jIMH6jSaa5HUraYZK2OtEX9cf9oTuU5a1jlv9LLCrbzimvpGPmgi+wr+17f2iq1VK9RxTdXeVL5VDJJjRRL2ckzyROT2GhNlE+S45yyXjtqynpyNvKmjeARjC813H1D1c66iJHQRGXdtf67Ocf/8d/uRRdOKECbv3D56SXiUUXxYqQ+MytGoqGPdNG1OlqryzllGusf97to7K7DGXboH9ePfkbs1cDe9853PF6VTRWXytC9QfEoDqmLZMkfWVNKmzQRughG7AGCR2UUdWX3pYnSRWSU9TPO7+SN0iKPLbLWL45f+eVx6g0HGaBCFI9iUhzp8mZ9FcUWs0KztFu3fVSNq9Y5099Fx5nOVzrv3vQo7XF/pRev67F67ap1xKXZ5nmksqG10s87+plM5vfuLGVP1ZPqMzJz6h4Sh9JF5S1N1L1DeaNycl+K12UjMnK9CFaaceWfx6XecHQp4pYO8oY0nyy0mSq4v3yMHq2b5kZeunEj7Mb+U+vekPh2l8Z+fSp/r+uxMuQV9w+tv/L5R2h13TxmmeJQLGkh86P7h/RJsJw94VMMgqMaEt7EofSIpY3QJQali9Dz2xj4B+GN8kVoidFkdWl+lhH1lO9TbzioQlSERzOrikxluNU01kxnMa5VzR/Xi6+Vn9e333j+s1+fgPOvX2l7her1q/uqQr+ZHreTu3eUZGll3bv084/SKE58tkjv7CYWpWtWw9Y8Mn+qjnRWRO6kJjLzrZo+fYzIm/RA6Olaf/KeIzP/i0W94SCKKXEKjmL9ZRY8QBXYkio9V7JX6PcaR2P0GPeP5nzO1STg/D3WrLJPXbVu1TpV3M7PLNpzhVeaud/B68+Q+ZMsZU7xutVPvihvFEedR7CorD/1V0XON6pm03W78uNUskG84SDMSgvFEctbBVNskmuWR2unxukmuijAuj1enIZd5nU9YuAPaDoB18LjNGhyYvW61fxJ24fTumsm9ZEsh1rBNHt2JP9CRvqjWOJQ378oTbO12prXrX7SQ+RN1Y3iKPuu9d/qi7vHqJrdXfef66/8wrguzrzhUAHJIhKh/RNA0Q7p1xKpm9y8ONI12mI/UTf7qqhH9PjZZxJ41zpV+argVtynFTqZjmP+4hS1kPkpNyI7MUhd0W+XfSorKieKo3zJ+pG6iNoT/e2MCBaVD8UhMhajm55DX5k3HLRR6sFiw0STmqWR5plJ+7bmCr2R7fpXruP1nFUc47nPft8E3B8eVynVeivWrFqD1k/zKupIZkn7JbUpOz8/szmSuigW5c05ETzKmzgUK1v7OJ/QRHsjNKn271h/eSLycc0oVuypW/tXPuXIvOEgDEZDRFOZJ20kT1yaZ6306Aas0uts6fqf5VDl52zd1edX5/rxl0ugqi8ruGJ27y/p66iRrEdnFpE9wcjdlfuzCW1k/faV3jtDaqIyojRReu4lun814YvwFBUSmsSY1qXf4zh705F5wxHNZvdlctrozuIUz9oonuWKRzSJeeNI6xW/gjnqHl9rzfg1nu/62ll5lM6jfXu0H1/r8Wi+53Qf97xU6o65xvWpNSOfYopjrR4JNsmyngr/5HOR8kz67Myisidzd69lR2ki/HWsH5W3MqYyytZL89+5ZkTORMZmpLLWm42zXx7v8IYjZdJJDSNdSJpnueRDgmRZ39aoLFattWqdLZ9Xj1mjR88bc4rnva/R+56nUcfuzt/iRGanfWvV6P1qfVqn6j6W9lU+iJxorWOvEho/jOsJkPnTvXHdxWtdST5LSNZrpfi6aoma6V4j7jfq/k9xzt5sqNSzbziIkLS+OCmTggwbVURjaX3iUvlZo8YKnZFvzR7jOXLffI8km2ZJo3P3qGP+8nrRS9z3+a0xXre373k6f7S+r/vpY8yxIgvx6TVUV20094vK/Clt1kkQyRyti8qP0ub7lcrLPgleRwZVP9JbR02kvyyLyoe657J+KuYT963yoTjTHvUJR9WPVBHmZIziOCQqePM0UjeNmVUaaZ3WW5FBZMf9imwif3Y/Zut9j2aOr3181bi3vo7vnVul7Wwd6/N4dn3mvNfwmGFtza14pklrBXdL/+wxaaQyJb1aF8kkWFRWrpd9+vXsSHibXXtvnrxRuqjcKU3yRWray/CJ41TNpJ1gEQxroWr2RF2O1kxldPYpx8wnHAq6c9iUtkqflMbYOKlGiaCwX5lBWOaPflq1Zlx/b991UrZRl49rXtzf4zx1PGqzfo9PaeqwrjKouF/kLWZOeq3iUhqVJ5WpvXqkNL4zh8rfmXvMZEYwvD7JMvMzbiegrIm8CYYVEqyOvuyvy5jKueITDuqbigNOGTTkeyS1UQ/wKJH0Grnar2BXZDDq1mutU6F/a62zY9ah0f3kY2dzX/F8F2/Ou4uebrV0L3bTZT2um0cfz4xdPVMeSX+UJteL0EYwSD1iSROdlTXOjKQWyps4RO0IhjOlWBTHurIjVX+Kk/VzOH/2E45D6I2TdEgUTxx/3bCz/NIqjc6xiu+gzPd6Pv7UaB1x9P5TmqrWlS978+i1xtc+Xj163XGsWFdr+Ivmm2sfBL+SSegTQxrJb+hkfpRHcSiPZE0pTfJH5W5/YnbZpInKqps/yps4xEZxCC1mkJooFsGhelo5pfQcfcpx5w2HRKSEuOLfI8kSkuSpeGQBaX3iVW3Kkfa+p3XVOnvrx+Nk/0Tuq+zLv7861eVV8ht1KsOKHCuYo/bM6673EamLZClroqa+d2ltmV6gvIlD+iJZRO0IhutEejOzw0j5UtYki8iGqL88tfB19Hscd95wEKG4OFQwlTxKI8WxV41i6ousibjafENW6P5a4V/9lWt4ra3R+fncUzq8frfR+Xh8Qp9r4rFKg/ud5js7Wr+5lF7aP/1MIvPryCLzF4vKn+qzjpnr3iF0kVkT9/On/ucpEnU/X+X6FaoZpYnox5SeozcbiuTqGw4HQhjSuhRHrO5bqoA75pyf67Jz2dThCuYoxPrH4ytey5/X1/4Kvyt8Va1R0b93tFav7/p7vKPtyrXutSvXXr2GZNq3x6sa9q4Th2JpDbL+ZG7SRvg0w6O4sxvB8NrKisirY/0ob2TeBEsMgqMeoDLqWn95zG5E1mIooy5bSs/Rj1PJ4NU3HG4aKmCC4wKlAjLkeyR1GU0zxaOZUWtV81tzpX772Brjutaydd3n2J8JOCvn59d/XlX3yut5rFup5r6ybo+EfpIlPbrn/Ywn9IlBaRSHeiaJRelyZvKa3UhWVovnUzmZ49H8mVEMijOzfvUcwht5rxB+5YnSROihGO96z6ZrdfSm4+obDhUpLeS70nShxCNuVHukWN928YHOTwKj57hPiqf6564m+dHXU+vf1fsq11f1ydP+K3xV9B+p0yzqHqE47gXr8+sOozRRuiiOciFZZM5ET4hBcaicxCFYlDdCC1l3ikXUPWrJ5kTVXZqyWmhfKU36saq9Nx1X33DQ4XYK2MUiNVUzSa1i6WYmmfYfR/Gr14jrad/evD+e/7yeSyDWMe7P0a7P0lor17uu7PzKKt0Ul+IoCZLlZCuYZs+O5HOzoz9SE8ESg+LM1nxrHvGXYcKXtVEskpNlab6/7HN2FIeoWbf7X3oIX6l89GZj73c5rr7hmC3s1jwiEHGp5rNGSpd5FaM809sK3xW6j3KI68X9ozmfc/cTULYr+mdUpnUr61rBrsjpqfzHemy9pv1SPHGo/umaf0X/btX4zjGyfnfWrb6W8lWt82k+lRPFIe4R8v6nfD1d58P1n3jDQRRapugCSRelTfpIVgXPTNq3uN7oDMzdGr3WOG5d+znGJeD+ce4c+Zik+79qTT9bSL5zOnZ1/yyt8b6C7Rm0X8qnOa7xtvrrR827PmP/SopFedtXev8M5U0cgkU9PwgtTpNivXP9nVV27JYRUXuCoVxT2ex9uiHwE284tC6xUeFaSypkQ36N0qUvimc0zavkxtrEfa9ZMVblU6H1nZnu/2qPlX1lNt1T4plN5UNrXFW/u/5Jn51ZRH8QjLv1Obu+W+ZkRhRLGREsgnFWz7vnifpT+RBa7vo/u57QROWT6p+9399QAFfecKQWH1ImWQM69VK6KG1uHIpnbRTPQYlHNaiZHqu45o9jVUbjOp/XxwnEHo37x7NyZ137HOXv2eaSPkiWFVunXxOjn2EEi/JM+uzMorInc6f6gNJE6BGDyprSo3woTVTWFIfIiMpHHMIXVSsiGzGofMya1rX3puPKG47pRV9kIlkkW6YbkeZZJ3HTmfXEKP3v4EHZvbqPsf7u2RW+tNaKdUaPs69pra/mfza3rvOo/H3PdPWZ1UX5o+4fcQgWWX9KD5V1tuaa30mL/RCaPv3jNMOoH6na+7Gq/4brxl2i8SOT5FEsczxGvbP7JEsaqIdZ9ENrXMWO63TfV8bxoebMt475Wl8Tvfl6n/NrXeN58fou+1t6q7RV5uC8K9agmBTH9RFPm71/vZr7k2DMrXw8S7qo3EiOVHfKjNRC5XRc2XtnCX+UL3GIzRzCG8GwHnnL8szKcqRFLIIjVmazpwxDcys4t/PxpxtbbzqOPuHQQrcX20mMCsJ4ShfpUdoqGpjOTjqp/MSKW4XWyI/7K9eK6x7tb2nSMR9X7t73aN74Oh73uaP5ut7XeW6HUZpW6Kpax1z6nhGXZFpnh5pHDbQu8YiN4hBaIoPsicid3SfrR3kTp2v9ZnP2PCoj87Jj1/oTvoisyV4keprw5GxJ1m/m0RuOjo0m0aQuB0uORNNU+qzIj/J8VgdrX7XemR6fj3qs0TX0NfF1vD6eP9v3PI++Pr7e2/e1T43W5fEpHbPrdteNf3P4FVR3z7O17DyPzLwbS3oITWJU9HuHviDysQ+K9a5ZO6cOozImcqZqrkxSLH/SEcM9esOh64gAxEkJFyBslCYju2qjGtA+NZJeI/eV2aOPK69jjt73eGU+eY3X9Wi2XvteGc/5mtWjNVXqqWI7y9WZXV2vItuOnqWJqjHpj9J0td5XriP9USyKc8X/lWuoulGcK5qvXkNlTXijtIhD6Lma4dl10kJ46+TJnlO+7vxIlc17tIAOI6mJZCkbiieOvzpkvqfhFTTuaZ85br9+6Ol1x826rDdq9Ll4bOW+1k89yC6IrfDoLEm2mRcsXbpEPPfmpQknF5FeT5a6fNoeL084uJDMn+xpKneKcxDh7VOUJrJ2hKZ3rj/p7XbDDBNUK0oPUXfJIziUJ0pPmrP1CcfeL43bPBGkhBMbraUrT7oq8qf9qqbSWcEVe9xWrTOuq9fj2uPrrTndjlmza+Yee0Jn1PLE+pk1n8ztim5l21EjqYtkXcn0yjWv3NNX/RF9RTCsl2IRHLL+hB6CoZwpDnXPSg/Jci9lRiKjt+qfrU83FPDRj1Q5gEwhxCA40kAU1V4oTRU831CURopjrx6ruOZr1Bor1olret9rP7W+ddCj/XgUP+7T6z3Fkyd/kRpopu93SiP5nJQmsjc6ssj86eyJnuiWOX3/ZDPqVn9KD5Vzx/7J1pycT9VLmojnB6Un1T/6dGPrE469NxxUk8k8EaIbhGJRHOvqPMorVc/RZxV3XGfFa3vx+BN6RF7t1+OKrL1GXN/H6LGijiTTuXvM+qczJZ8fZG7KichMDEoXoSdb/3F+x/p1ypus/5j9zOtueuSB6muq7hSH8GWGx5maew7FoPKxrtujPuHY+pRj7w3H7QUOJhAhCi8OwaI4tiweVWDCn3V5pJnOj/JsnRqt1WvEcyv2ta58PbX+Co9Hazj/o2te7VyFpwqmciW5FEsc6l4Xi9IlTZSuX6h2G5UTWb9OIXWsP1kzikXVjNAjBsWhfBGcbr1I5TydzdanG4JtveGQWOJBTjRWNExoEo9uDvEoryQrZkfuOz/Kc9T2lP/Y8xW+osfu+/bvcYXe6rUq+DTT99WKvO+uQXu9u/7W9aSmrqwt308dU3922lQzqm4UR/kQLCpr8vsppYnoIdIXoYeouXUQLKpW6ZzHNx5bbzhknDJNcMhC2FtXXfZKjaRPaxKzius1Vo724nHl2l3XchYeV+isXquKT3EpTlWtuuqjdFEcMn9CE/WXD0KLs6FY6b8QWdCvkdAkPUTe0tKJo5iIfMQhNiqfT/8cVyOVs95sjD9WtfeG41jG+rNksxM3shKQpo66rE0jvaUa8IIYMs+z5ej6na33yuffoS7UfR/rWH0/xLXu7tN+KR7FUR5k/rSuu/Uar5ceQhP5nCOfAwSra/3HWr7Da6IXlQPF+fTPC3bV+IaDKKJjIFlmEiOli7px7Em6SG0UK+rTPs2tYlq3R+vW6H2f+4z7CTgrj/tX5s94DfrekjKxzc8r/ZdAMmkWzfvX9fyeNJG65pX8OZPURfQvqUdOu2VOZPRnBXOviHwIhlx0y0aaKG9iEVu3jIh8CIay7ZbNP/Ue33BQQhUcxfpHbLMdqjlsi8pLuiryp/TZ7+rx1fWvzmtvPbrvt9apWkM9QLPpvpI+WuNWxnePkT5J1l0fe9dLE6XrXeunfAhvVM57tZw5Tmii8iEynsngaE6nfAgtR15nzhGa3rl/fmc6vuGgGp0KTiIpTTTrd4DQH/JI+XTjUzxro3iOzDyPPl4xVnmo0NqZGWsV9ys0m++RWINkWY+YNNf3sNfIjJQ22mc3XZQe14riURzryozSQvSmOIQvQksmj3Eu4clMikVysqzs/JgNwerYP5QmIh/lTXF+1y6+4RCYMis4yfot9k3/oHOneVW1VH+gzbzTHyvW2Fn6bQ/HTOM+bbiKTXNX9TKd71M85U9+fyBZRCbS00lTJy3Ol9CkPqLuZYpjf+84EjUjGFS23fpH2RB9KE6LnI/+lSrKrItIBKfGooKj9EgTxTLHo9jERvKoviB83WEoAzKHO2v/lGuVL3V/7mVWyaf6g85BPEpbZX57Nbt6nPJ4db2z66jcKY70UvWjsia9UZrO6vqTz1P9owyJelH9I1+Enk69QfmhMlY2qf5Z8a9USWBK5NABRBEIRpRF+avIitJmv3R21Vzzu49buW4d6+6jWp8yqchFTPJeqdKZzZfURedF8cj+IDSJQXGy9dd8Mh/xCG/SRHDEoPwRHMKTMqY2eSJ8SQ/ljeDIE8ERg8qH4BCeVCtiS2kZ32xIkH+kiggqGiR4YhAc6UoFF419a6J0DWjkJamNZNmcmBXcVXyvc2Xc8hn9+7xHP/x8jce4lq+Nx57c39JI6yHv36itW5ZRm/a76VtR6zGDV3xN5URxXjHD1Zr1jCGeM+Q9S7EIX6vr8WrrvWP/pJ4/+nGqvR+pUlhUc4tDNDhVQDUupUkswps43qjcxSO1kZnZK60xcrvsx3q6Hj62lWk85/3Ri497vl+P1z352po8kloqmNLn+lBaxSO10voIn7RHQhPF6OiN0kT1EqWHqpnuN8Ibed9S3ghf0kJ4o7R8+ofqjnMOVbPp/tGnHPFNR/yEgxJHNTjJIVnT4W/0B8mq8Fihj2bGWCvZcZ2zfemIX7re2jyeMcbznhdH7fsrXu9r4rEV+17XI7mmfZJsMymd1uYxy6U4WR1xvjRR3yvE6uTRWjxG3zP7BEcMKu8ZD+McUg+Rj/QRHDJjQg/lSxzSm3iZ7dM/5+l1659zxTtX6M1G/NGq/35fp4YkTBKMHeltDnfNispeHD+gKKaKR7K2mqGav7VmPNZpfdcv6lu5X7l+JZvKqKNG9Seli2SRmlQ/gteFQfkRh6oZkY30aKNYBCc+vwnel8P5PykNFIfsH5I1n/C/M4mM3D8EqwtDCaW0xDcbgsVPOPQ6u0lcSmAQ4AKGQ1O7VHNrcbEIXQQjhkHyVD/KpzSS2qLnuL9ijXG9uGbcj9c9tS898Wu1jsq1zSY9iUlt1PPPekht3Vh0VgSPYKh2VJ92q5l9kbrc67MjpUW1p+o/68XzqJypbKSLYBEMZ0SMqjeliegdSo88Eb5SjPjjVCqW33Bon9pSAoMIonjCUQU0K0ic3qW8TQs4mEjVz0uQ+ZvpUVppvWbvjVrP9Xti/T1de8cr899bU8ed0dE1s+cq2FQf0T1BeqVY4hAsOqvZforzqD6gMpI2UlP0OrtPeaN8URmRemazHedR99nInXlNaNG6FIeolxiUnplMxzmkHsKXGNM5733CQQhTcNPCxtRBFqVJHIJFcRwZoSmyqF6ITO+/8hjrRmZenYm1Wr9fr1q3Yp0qDySXYlEc1UEsgkcwuvYF9fyjsnZOROaUJkKLfRGjakbVjdAjRreMCD3v2j+dat6xj6c17X3CQTRjp6JRWiJnOvQI+bUvDsUSmmSJR/UCxZGmra2a7zW1jr7onM1/alyZX4VHWj99X5KeKa+kR1ITwaK8WYvHTB2lieBIg1jZjcqI9JX1pPlUxhSLqJW0kDmTmqQts5G+Mjo8t1P/kFrsr82oH6miDIpDNDXdjIQmFYzMiWLRuqispIuuo5jalB2Z32/ozh9ax5msWnNHCno4eon76CIBpjWq1qG4FCfYRncJfWIQHNKY9Pgey3BJX6QmwptyIfyJQXEIX2IQeqh8pIfwJU+dOFQ+FIfK5537R1lnN+LeSvXx1o9UpYAhEYoTkOldBU6ETt0gMkTlRHlLh7wBIDLfwP4+ROW3x9fxqD/uH815xXPytiJPZVOxzkr9d+tL+6V4FOduHp/rcwlQdaM4xHORvH8pX7kq9Z1N5UNxPv1T3ytErVSnVK3ij1XRn3CkhIX8iaACLr0rPZQ3ilOREamNYrl44vnLx8jRejWS9SY1VrCcqf1XrCGm16H5pG5SI8lyfkR2pC4qe0oTpafi2ZqtHeUtq8Pzu2VE5EMwlE+3bKSJ8iYWsXXLiMiHYChbKhtCj7Sk9MRPOfSGIwVTOt8bxVFIRFDWRYzd9BCeRkb3+lH6Rt9+Hfk/od727dH+K71rDZpv3fZBjLRGQhPpk2QR3sQgNIlB1I5gULmYQ+QjFuWN4thfdiTzyXrLzs9msTWfyIe6vwgtWx4zxwhNVD6d+kdaMD3UJxyoqEzXhLlUSBRH0jqzKG3EjRvK+M8upe8fYNgR21/h8I/aHf1X5F3FpLlkD1PaxKFYamyCReZE3GzyRGki8qFyNofSRGRNMeSJ8EUw7InoIUoPxbG3zCgtVDaEL0JLJo9xLpWPuEQ+JGf0eul1/HEqTdAbDmLrVnh5IjWRLCJvkkHeJNJF3Sj2SPPM9Uj7N/fVx8qep2sqrTSzY/2omlA9Lw6RO1k/Qo9qT2VN9hGhiWCQnrpmTXt8mkfdF5QPog+7PX/kichZHCKfTrX6rYV6wyFYp4Ckhyi8fREsgiE93oi8rcmj2Z1G+azSZ67HTr6f1KI8VmRCrSEOcT84c9I/rcsau4yEP7p+RDZUbxL52A+hiept+SL02Ntn3E7gXftn2+39o0Q+6mOKc9/B3zOoe1RkylfqXvcnHdTvcFABUYX/u4TzR1JBh2VVeKL4RhK6OmqyP4+ET7PiWMWNa7zLfkVWYtL3Q4XObA2lidJF5SUOpUn5ECwqJyoj+SI2ype0UN4IjnwRHDGI/lE+BIfwJC3U9s79Q2XUiUP0jxgUh8pmWo/ebPgXx6nf4SBNEQ8NSg+phXpwUBwqo0oOmb91/qT87Hl2dFbTD5uThSvqe7LkrdPd9Lket0xsXNzNlyRS32RJbxSr6v7ZKO2PPfTpnx9b+rcz3vE5P/0s9JsNVYn8kaq3q/ovQ+RDjPqmQ3Fcr+lGMuB7FIfURvMsl9Ro5t3xKPOjc3fXoa6v0kTXQjxSK62PqAflkfKmvAkWWTciZzEIX93qRemhMv70z3mSxL1B9LLvCULPuetrV1BaCA51b4lD1ItguArTLP84lUDEGw6iUDZFsUgOwZouloMJI6HHOJIljxTPHI/Wmx3Fo5l3NWl9Z2U91hTH8ZzX8TV+/cqjPVIenI3HLJfiZHXE+dJEPE/E6eSP8OScKF8Eh2DIlzj+ss+ZUQwqa9LbjJc4h/IkZidf0kN6Ey+zffpnPz0qm279t+/45hniDYduhne9IW7GeXg51URk1iSL8kfdtGMxKH0j98prre0vZb6lZeuY2Z6rkayZ+VdGa7hy7dPXPJXRke+j+h7NG8+R3kjWqPPua/cXkVMnX86B8CUW4Y3SYm/ZkfJE+SL0iEFxsvlqPpkNySK8ETnLE+GLYBCZ0IyUL3/KQbzhkLGUmJAM0ThiUHqCtOldUotYBM8cgqVgKI5Y3eonTTPbXsbZrLa4WeYdf17/zpyza0n9xDMk6iW1EayK/KPfmX3Cl9ZV7Yj6UXqkiWBRvqSH2ihfhB5Ci3QQvSMGoUcMiiNvxNZND+GJqpe0dOofIhsxiJorl+ls9Dsc/j0O6g0HEQ51gxJaSEa3G0LeppuHDGaHRdwgI7qCubfGirW8drxnVq5b0T+UforjjCmv4pAs68uMZFYEi2Bk8tiaS9SM8kVokUeqFylf0kSwujDIjFUrwpc1acxuVB8SvsSg9GRz0fxueohsUnXypxsKh3jDkRIjEd8bEYxZxEj5IrSIIT2kJipvaerIUmbayMy+iPt/ei2P+1fWnFm1btU6FFcckkVUi9IjLSSL8Kb7n3oGEHrE6JYRoUcMikPlTHDesX/IWnW7tz4130+AqhVxn++rvH8mpcdvOog3HETAKTNDdiSrkzdpIfQ4LionaaJY0kaxKI7zOhpXrnWkQ+esxePZ9bPnaT7Z3+R9MptP5Tz6nstqJXuBYFH1J3MmNIlBcYics33j+aQWgkVkLG/iEHqcU2akPGU0xLnKhcqG4CgfIiNCS8wps0/2Xyob8keqiIDJYDIFGudS3kbuzGtpIfRQHHsgNIklTqqpLeh7XNVTlP9BfuqlNXlMwU4mU2tQHMklWe5JgikGxbGuk/IcnibvEcKX9BC+pKUTR0Ug8hGD4hD5iEHoofKRHsKXPHXjZHPOzleN6I3IWJoIDpkPxcpyNJ/IRhlntYiB/EgVZei3oCZ/kIUiLJF6qHpJE9KEREADY4Wuzv6HOMrqpAyofho1Z19TulxnikdxiB7vVj9nTXjL9o/nW5Nfz45U3SkOkbEYlB6KM1uf7vOIfIiaEzrIrLvp6eat1fMr+yNVlBmySARLTUzcnARDfig9RDZmVNzor5IXpdNZVo7W6pFei+SKRfFIljKjdFH5U8+Ebr6UD/FsoeovLZQeqvYEh/BE6DCD6EOCIT3dspEmyptYmY28rwhPBMN5UCyqfwg90kLoSWmhfoeDMqOCE6G4cbKjwiX0EAx7oVipxrGYgpH0V+mxkl0Q6z9I50vrN/efhYAdWiMgCXkeSAflTRwie4IhXxRHLCIj6SE1SVdmo7RQ2WS8VMwl8hGDyIdg0Bl1yofQQmVMaHGtKBbhTVq66XFOt8duv8OhAhFFuh3EzgQVmtLTiUNpUWxikTcEpY3SJI9xkz5KY+Su2rd+Oh9zSR+kRqpmFT7JzGZZlC8qZ/kg6k/pITkUa7bWnicdhBaiTtZEjPJEaSLykSeK0ykfeSJ8EbWitBD5mkH5Mi8zKh9KT7rm2R+pygQR5xKBRB6x31FT1pc8kb7SDfhLD3VDOBtCk1kaaV5kv8u+euon5ETcOwSD7puOmrIeO3oiNBGMbLaer3ueuO/lqRunU86dtLj2nTR10uJ83nGcytmfbiiQ7BsO4iEhHZ040uIvaZvdCMbs2nvzqJzFn2q+DWHikLo2lkgdonymRICTK/pSTDInUiOtCyxFCtXtviFzTgXzPZl6ppC+CE3UvdGpf+SJyJnIV+1DZSwW4cuaNL7TRtXrnTKJXoh8qP6Trmk9xO9wTC8eE224rwIRRaI4iojKWpooFsWRP2qr0CRmBZfyPMuhPZE50fcO5ZV4LlBaxCH0UM8Eqv6Ep9l7Ymse5UtsyhvB+fTPVrW/jilfImOCIUVkrb4c5v6UL2nqsJFaCE9UzZUtwZInwte0Hr/ZECDzCQcRhjR03IgCkYWmMnpXX86H7kkiL2vrONL+qPx971D6KF3dakjkQzCUizImcqb0SBPFInxJz2fbT4Dqn/0Vrp9R3xC9QzCsmmCRvt7tnqD6j6gTWXOx2tQq84ajlZHvChHBqmEIDtXA39baDEQ20Qx1g1IPU2uj+sC8jiNdS3mk6ikWoU8MSlM3DpGPciY2Z+ORYGYZRD5U/xBalEc3Pao34Y3qG4IjP4QngqGaa6NYFOdLVe5PQovr7XFWUXb+7LpH84h8xCe8pbT49ziybzgIIwTDRSNYCpbgUIW2ty6jskk1XzBC5SwkpUks6/KoY++4yR/p0SyP2cwIDsGIPgge1avSQuiJ/jL70kJ4ozwRHMpTJtc4l9IjDpGPtBEcom+cU1ZPdj6lwxxyJLxRtZIWQo/yyWrKzo81ojxRnKjt0f3sGw5CvApNFjurSUXupCfrx/Op5lU2JMv6siOl6cn6a23KRzbPzHzi/iEY0QOVK6GL0iJ/hB6C4awJb6Qe65odKS1ELvJA6SFZhCbl0zEj5dRh65QNpUW5Er1D1Kdb/ykXIhuKk6q5f48j84ZDAohA1CwpMwJ8b4QeMSg91pUZqZyJbDI+xrlkxiRrRf1HvXqtL63t9X1svHbMkXhNrkH1mTV5zPh0rhkGPZfyRegitEgHlTOlR5qyrOx8afBGsMQgONaUHf28ynI0n3h2UHqonIlaUfcVUSMzKF/mdRg//XdchVTN9aYj84aDurGPLV4/Sz0grq+45sqOORPOu/myp9RNZcjBKL69jz07vhbG1x4gkVOUb4pjU/Kf3ShNhBZ5EYdgUb6kiWARDGkht045E1qUDcUh6iUGpYeoO6VHnghfBIOok7IltJhDsChf0kSyxJvdqP7T+kTGYlDZTOvR73DoK/OGY7YgW/OmjQQYwaAKI1kUqxsnRN5ml6i9a0axxnBUR9fS43jN1mtf6/l+vXVt9hjFttasHnI+4Y3yRWghs1HPV/X9rM5uGRF6qP6ZzTTOe9eaU31M1Dvmnd0n9FD9R2jJ5hHnU71M+KL6L/rL7MvT45qoH6nKBBHnZgudnW8tKgzFMrPL+HjTDUGQOXdlybK0kfocI81Uf1A9QnIon4QmKiNxKF/uh8xIaiFYRK2UB5kzoUkMgpOpteeqTlStKA6RDaHFGREjpYfIRn4IjhiUr04ZS0vWV3Y+kUcFI9U3xL9SJQEpEd+pEAXqdgOQBScylh4iZ9IXxaJ8iUNlHb1VMCnPUSfJpLKkOPJJ+BOD4sTsZ/fJ5x7hS3qIfpeWThzVh8hHDIIjPcTWKeNOuThbQhORsfQQWiiOtBC+xOjkS3oIX908qe7ZLeWJ+oQjJeI7AaLA2TDp+cqlky9STydfqls3PdLk+0Kj93Wc3irZtNYMj/BJ9QnFyeThucqF0CMGwbGudxypfAiO6k7cE0SdCD+EjsggspEvwhtVK0KLMqI4RMZiUHoojjLqshGeWvQf9QlHtjBUGFkd9Hw1CnVDEtooPdJC+BKn080kPdpIbxTrS9n+n+Q6NIviUb2yn+L1M6QngkUxKM71JPevJOq9T587Q+Qzt/L2rGxGmk94Ihh2SLGy2UiPtBB6pIXSI11dNsIT6YWoFcGQJyobQk+L/iM+4SCahQqDLDLhS41CNB3BsB+SZWZm7HQzyQeVj3wR3q5mS+n2epR+6aK1WePM2EmL9CtnQhPBkB6CIwbR+wRDnsitUz6Elo79R/hSzYn+kZZuerL9LD9UNlkt9HyiVlQ+VMaEJ+VM6EnVi/iEgzJBcMQgOKlQw2SqcYWkfBEcghFiSu1ai8cMTAyCIw3UQ+KqH1K79RMeqDxJDsW6WpsV11H1J7IRg+gd5UboITliZbeO+RCeiFoRDHshepDSQ9bc/mZHSos4RD5EnWaz2JpH5UP4IvKVR8qTWVu5nR7TJxz66vLP4p4KPrmAKPDJErdPd9R020TRBOJmUr4Eh7whFReh6W7sVBak/o79T2giGHfre3Z9F02UDnEo1ll2V8530iK91DNLHOJ51S2fKzV9tWuIOpGeiZqT/UfkI08Eh8y5EytV88z/h0NFSS3+nSJZXEIPWVzKWxdflB8yY4KlfF/dm/R36RPXhMqU9EVpssfM2K3viJyVL5ExxVF9CF/iEL7E6bZR+WR9ddGR9THOJ329Yw8S+SgXijPWb+Y19fwi6k3k4gxSejKfcMhEavFvB+IQgZAFJvS4QMRI5EwwqFopEyJjwhNRn8h4UpPWfnL9mAO5T/rq1HfyRegRg6g7lTPlieIQvUjWitBD1byTlk79R+RiBuVLvOw9kZ1vT536z5qokchIDIqT9dWm/zKfcGRDqJhPFVgF6rJ10qJMCD3UDUDUm67z05qo9Yk6U/0iDuWLrvc78ZQxkTPRO9QzgtBC1pj0RdSK9JZldeo/e6H6p0utPv3nytaOZM6E0i7993+zv8OhQCkTxE0tLQSHKC7JkC8qZ1JXhkX6IVkZT53mEvcBlSvF6eapkx5pIXImPFH3gfwQnggG5cmcTpoILe/Yf2StlDFxbxG1ki+K44wyI6mFypjiEN4IhupDeZqudfZfqVIQhAmC4RCo4piXGSlf4lCsjB9yrvxQtSKyIRjOh2SZeWeksqV8UJw7GVRfS2bcKR/qnlT+WV/Z+e4BimMeMRKaqFpJC6GHYFCeVCNCD8WRFtKbdGU2IhvKj7QQepQHoYmqFeWJ4mT6BZ07+wkHJYJoEmshikMwpEe+SG/2+ORIZkOyspm8W62IbDv2btZXdr77jMyGZFnf7Kh8umTUKRfn2SUb6aG0iEVkTTA69Z9zIXwRDOmhak7oobQ4Z41dNtJbxpPqRNSK4qRyyf6P/1KLD1UgQqX0UMWRRUrTENftl9JBZEwwbos/mEDmm2VpfpZxYPXyKap/SS8Eq5OvLrV2UygbImPxiHucYFB+5IlgUf0nPdRG+crq6dh/RDZiUJxsxp5P6DErOxJaiGdF1kec3+k+f7v+y/4rVbFQs/tUqGTjEjeS8iA1zeZrHd08EdmIQfnK5OuMswxiPpUHUR/7IViEL+kgtMgXxSF8iUHpkbfsRnjKaojziWwoT4QWeROHYBG+OvYfkQ2VsThEzq67xtmNyEVrU9lQuUgTwSIY0kJtRL1a9J9+hyP7r1RRYVDFIThqOMKXtBDNS2mhsiE8iUFwCE9mEDkTDOt5euxYo2zPZOfTNVG/dOsZIiPKE6GFrBmhRwyKQ3rrwiKy6dZ/8kRpytbpXftP+XbJ2DUietmszNii/7I/UqUAqECJRqFClRbKV6ZJyLmUH+qmpjiUL2VNssjazbAIL8Q9Ke3k/ZTVlJ0/U4ujOUSdyIyVD5ER4YvQQWZjlsbMRmUsDpFzxovnUlqobLrk4nyoUfkQG8Ghak74EYOsOcEiMqayoTgpT9l/pYoyIQ5VYIJD+qJYqUL/EpGdbx/Kl8iY4sgX4Y3wpIzEIfSINbuRmRBeyEyydcrOn61J9Twq4075kJ6IPlYNiXzEoDiELzGyejSf0JLV8UsGvhGaiGxkjNBCcaiaE/3nohP5SA9RLyofypMzyowpLcQnHBnxcS5R4MjrsE81XAcv1kDVibypUzfBtzFKD5WP8/6MXwk4V4+zuWTne12KY1527KZHfoj7MpsLPZ/KmeIQGRPfpyg/ZL2IbOSL8CYtlB4iI8KTdBCexKD0UBwiY4pBeGrRf9lPOKhGocKgCkxx1Cjylt0IRlaD55NaCBZxM5LeCE/W8/RIZkt4IfRQ9aE47/iMcK2z9crOtw5ypOpOaeqSEZkLxSKykRZCj7RQeqjeITiEJ0KHGUStCIb0UNkQelr0X/YTDpnoFAZZZLGym7Ihmo5gyAvRdARDWqhsxOq0UbWa9USu3+3ens0kziPzidzZfeo+oHwRHIKhPIn+m63L3jzCmxiEN0LLns+7xykt4lAsKuNueu7WZrxefqhsRvbTr4laUflQGROeVBdCT6q+2U84UosPk4kwxCA4g7Tpl1TjSgDli+AQDPImoljThd6Y2FHThszdQ9JPeCB6RSJJDsXaDe+BE/JE+KIYRO8oRkIPyREru8lTp3wILfJE1IpguD6UL/MyI1VzIh9SC6GHqFOmNuNcKp+RO/OayFfrkp6mNekTDn1l/k/jnZqlkxY3V0dN1jY7ylMXX6QOkqVsad5ZvbTe9MNggFOc1RkMNjZfEpoIxqa4xMEumigd4lCsRKz/TO2kRaLIv0T8YzKx0y2fhJWWU7vdDwqJqLn6mPh+Iy3dOMro3bZUzbP/Hw4iTKJJrCMVhiHgSHnr5IvypJgJX930yBepSbyrG5Hn1bWuXEflQPqiNF3xf3aNfHXTc6b57Lz8EJ4ojvRS/UP4Ostv5fl37L+V+V1d69N/x0kR+ejepDjHateeJZ45RC52ndKT/YQjtfi3A4VBBCIthB4xCD3f9pCB8kWIUTaEHmkhOFT/UHrEif0T93WuYqPXoHlZz+oTolekg/BGaRGH0CMGpUkZZTfKE8XJ+tF8slaEHqLmpCei/8QgOETfEDUyg/AlBuGLYMgX0X/Op9uYzSg7P+ZBsIj+s6aUnuwnHKnF7QAcCT1iEA89yhalhciG8tSVo4zInFb0EqlXdSF5XVld+y+ji8w6o4OaS32TpJ6fHX29W83lh/BE1pxidfFF3leEJ+q+6sShekaeKFabWmV+h0OBdDEiHVRx5KvLJl9ExsqG4CgXgkPq6Vx3qn7KfdyIOoxMvSbypLSR+ZGaumREedrqg5lj0kNlQ3gjGDM5HM3JasrOtzaKo3oTLKJv7I0aCV9iEN4ILcqF4hAZk1qojAkOkQ1ZK8JTqlbUv1JFGCEYZHGIZqE8iUOwUs0yBELpITiDtLYvlT9ZA5Ll0Mz06OMzI1VbijPjYW+ONGUzys63NmnplBGRjbxRniiO8ybGrCYy46wW50FwqHtCmgg9JIf05sxnRyIbyo+0EHqUBaFJWiiONGU3KpusDmx+9hMOQogKTBSZ0GJGVg/lieLIF9W82WxixgSrY0b2GEfnn/FMeo3atC991jieu/s64/HuWlev7+SN0iLvRNYEw3UgvJF6rCs7Ur6y3rLzYw4Ui+AoXyJj+SP0iEFwpIfYOmVDaVEunTIm6kR5ovqP4qRqnv0f/ylUCaCaJWVGYr43Qo8YlB7ryoxUzkQ2GR/jXDJjiqWMqnLa4o7rja+d2d5xnydGag1xyI2oLeWtoy9CE5GxdFA5U3qkiWB18iU/hCdlQ2zKhtIjVnaj9FA5E9lQ/ZfNNs6nfEXm0/uf/juuQKrm2X+lirqxjy1eP0s9IK6vuOZKMmfihpJrgtPRlytK+DMrjuZqjP593Nf6vEcfrxxTD5MgjOIYOWbj43dGShOhRbqpulK+pIlgEQxpITeiZpQvQouyoTiELzEoPUTdKT3yRPgiGESdlC2hxRyCRfmSJpIl3uxG9Z/WJzIWg8pmWo9+hyP7r1TNFmRr3rSRACMYAZfepYqcFvINkB5CE8WhfL0yJ/Zs3F/tSWtT61McZUCyOvU+oYXsEbL+lK5OGZF9SOWT5bxrzaladeo/1ZrQIwbFyfYfOZ/qZSIbqv+ofOTpcU3Uj1SRoVCsLIcsEFFo4iZQJtRNSXFITWTNsv3zavNVT6rH5J1kUVlSPUtyOuVEaiFYypnYKM67aZEf1YmqFcUh6kVpoWpO6JEWIhuKIy2UL2nKboQWeSIyJrRk86iYn8qG+FequhVIhU6F8l0lMYimITlEA8kT4Yvi2BOhyVkT9bcukmVmt5HOTbxuuXXTox5QzxO6xCDuH2vSmNmkh/AlDRQn44fUQdUp6yfOJzKmerlTPqQnImPVjMqH4FD5KBtCD5ExocP3FsUiOEQ26f6jPuGgAiFCIRhumHccqXzEoVjKmWJRnFh72mtkd9mvyI3wRuqinlOUL9JblqX5/iL8EYxO9ZKWTnqy9SbqExmd9HTr45hTdp/KmeIQ94QYWT3Z+dm6VM4nvLV4flGfcFBhU81LcOSJKDSVDckhfREs6mZQRlTtY94VzMh/cp+oX5V+WhvBo3qB6nl5IjQRDLoPqHoR3qSF0kPk9M79k61Xdr7rQ9TbLGqkvFF6umRE5kKxqGwIPdJC6ElpIT7hUONSZggOwZAnBZsKV5DvjdJEcayLGImMSF9i0Vtkxn16ndW8Ci8kk+gtOlPSH8FSRgSHYChriiMWUX/pITVJV2YjtRCsjv2T9aX5RO8QjEyvbM3NZiMmlQ+hZcvjzDFSC8Ui+kdaOumZqc0/c4hPOAwjwhWD4FhTZiQLLR2UL4JDMDLZrphL3aRRq5jvkl1FPjErYp/Mm6qbOBSLyIhiUL7IbIgepfSQHIpF1T7LIeqU1RDnK19KE1UrihN9zu5T+YhD+CJqRWmZzXRrHuVri333GFVzrZuueYf/07iMEAUSh9w6asr6kyfKF8UhbwjnQ2kzT6OZHuO5V9mv0i5u+mE0hFildVjm0ktp8delCQcXdfJlmR01Wdvs2NEToYlgzGY6ztM9T9z38tSN0ynnTlrcA500ddLifN5tVMZTOfvTDQWSfcNBPCRcmCkznlwwUt66+SqIKoV0Ph5TsF+TqbpldXSa72wrs/EanXxLC6WrMruZzOSrkyYq55kstuZQ2ZC+CE1iEBzKF8GRH4qz1Qt3j1EZa13ClzhEzcXpsimXd/NEZ0vk06L/uv0OB3WDi0MFTDUP0TQEI/ohMqI1UTzCW8wq7pvtMZ7rvK9spblCN80keRTL+WVrTOkRh9RE3HtiEBwqo2ytPJ/0lfWm+f6yvplRDKJWM2tXz8lmLH1ExuYQflUryhehh9BCeqJ6meAQ2bhGBEueHvWlNxv+lCP7CYeDIUYiXDGIcAk/YlBa5IvIx5oIXdZE6aI48qiN5n1R//2zmv/vSrk96XwVrTmnf88m+vxv6vwR6SE0iUHWlGC9a5918tW1f+bviJ4zyZwph8Rzg9LyjhzqPifrRLAe9+U3G2oa4g0HFQrB6XYjUMUmfUkTuZF1o7VV50/rpepiXR4pbuRUZCtmt36iM6R5sSZ39ztpkXaq/uIQ3gjG3ZqcXd9JUyctyk16iOeHOIQ3giFf2rKs7PwvFVzG5mVH1ZvwRvRN1ss4P+srOz/qmWb5x6kEy77hIIs0bSim8mu/G2eQ1+IllRFZ/4pgpG+FRuVJZUrkIM+VeswmszXTYzYHikNlKT2UJoojb2QNszWjsqY8UZxsLnE+oenTPzHRv/eJjEWlOFS9/nZ6/4g8UXqofAgO5UmJEnoIDqVDWpAt+4ZDRfIXIgiAKGSyeQBJCKJd83znTNaf9khq2yviVq9tHdubTxwf1xtfE2tEhutErSOOmObGtWb2KV1am2JR3qSJZBH+CIZ8aSO8kXq+VOX/JHxJBeGN0uSgDx0AAEAASURBVELpITy5QqQ3M2dGeSJ8EQzpp3KRHpIlbdmNyEieOvmSJ8JXNlvPT2XjTzmybzgQMYb8GomAxUiFE/QQu9JC+SL0iEHnQ/GUE5FVzInKPzL39iv0762l417PHv36aE7Hc1F/Vp8yoPpRWrqysjlpvrIiNiojqn8pPcqGYFG+iFqZQfkyLzMSWrQ+kTN5TxC+CIZrQ7AIhvUQo+pFaSJqT+oh8iGykafpbPQ7HP49DuoNBxUMEQ6hhWS4UB4zbIKh9cWhWOZppLYKbbTnM69ez178+mze0fmR5fvFx4/mEufsgV5PPHvJ6hSH1EexxCFZ2Zw0n8qcYpF6iHzEIGpG+SK02BPBonxJE8kSb3aTDiIbMSgOlQ2hR7lSHMIXVS/5ojYqH0IPoSVVJ3+6ITPUGw7CFMEgCmRGKmRDwkjzAvqzeyEB5f9UDdTb49qx3/f2z2zFeWfXUudHHxSX8kJxKF/mVOVm/t1ROVFZkay7Pvau75Y3oUcMirOX2xPHqf4hsqHuCUKLaiEOpemJ2u6tSdV8jz9znKrZzNrjnE5apC2lx286qDccKTFj0snX0kLcoPQNQWhSNJQusmZU5snSH06ncjtc5OCk628dzkyvt/aFGufEY9pfuUUt5Lr2TzHJvrZnQhvJIvRQOVH1E4fKiGJ10mNPhCaCQfSgGUQvOh8zZ0dCy+zalfM61pzKmuB06h+qVuIQ2agvU5rIH6miDImTMqVUfm0E44v09SfFI3MiWPJFeROHqp+zp7SZ122M/rb2fczjU/q9PtFzowexyb4Rz3rHtZ5+XZHf0560PlW/d82H6seO+VDeCE7HfAhNRDa+Tzs8L6IGyhvBoWpFaenEwfqH+IRDwRDhEAw3s5qH4hGNKF2UHorjrCgexbEujzRXPJppre88VmVWxc3WgtJljscuurI6PJ/yZR4xEs9sype0dNJD+SLqJEY3PdJE1Ivy9ukfJbm/Uf1DcfaVvvYZJB/iDQcZI3mjEywxkKB/cQg9ZNZiSVNHXbTPLR5V1y32ux2ryErMrr1H+6V5RH9RmsgaUizCm7QQeqSF0kPUnfRF5EMwnAvFIuolTYSed+4f163DSNSKYCgLqv/IXFPe4u9wUOYIDsFQyAqHYBEMF10sikdyKJZ9kmO1NvGr1yDzWMmqzMaZeyR8kazUw5Uws8FwPQhtZFYUy/42rN8+RGVEebttYGMCqYVgdfse+879Q/XzRlvdOuS+8Xhrcrg4Oz+gsF1CkxhErQgGFsw3KJVP/B0OwpwYBIcKiSq89JC+SBaVFc1JNSYt5sObSoC8f6YENJhE3askRyzq/iJ0UVrochO6iHzki+RQLDrvDE+eCF8Ewz669Q+hx94yozImtFA1J7Rk8hjnUvmIS/UzxRm9Tr2mfqSKLjzBIxgOlWKJQ7GsLTuSN4m10B5pnnV6NN+jj/+0Uf6dgUc6gwqumOSDVbwKndksCU1meMxoUuZE7tJCcQhfYhCcTLZbcwlNBGNLW+ZYR00ZP93mdsyX0NTx+dPpOUb1YapW/nRDYqg3HGKlRAkQNqJoBEOSuvlyTJQuczya/9PGj/+vilP3zer+6Vo/UlfH2hD+5IviEBmJQXB0DxC+CIa0aKO8SROV0W9hyT/IjJJS0OmUr061IgMi8lE2FIfwRt2j0pL1lZof32xIzH+/BXVqRhvMaqI4yimrRQxt0kSxKI50kSzxKjaynnv6lMOKdfbWf+L42JP2X6Glgk0zSV5HVuzxbI1Jf1ktnk9oIhjSQ3GomlF6xOmmyfXPjkRGBEM+KE63WpH9k603PZ+oGcGg+ke9M83yL4v7jQf5Cce3LmSwyQxMDIIjDVQDZPyMc6XJX+O5u68pTly3Y2ZR39b+K2re8tHtWEV/dfO4pYd6/myx3+VYx3uO+t5B1p9gkb461q3LPUHmTHn69A+VZD2nW/+k7nW/2VBs9BuOlLDvOipsgiOGv77R0wOlSQIIb9EI8SAxj9ZG5W99GmmNkR33rX3VenHtFfv2p7UqPYpN9qizifp9LDvSOdC8rD/NpzRRHPrZSvSavBH+CIZrTrEojnVlxk5a5EN6Pv1zXNFONSO1UHWnOIQ3gqFumPakNxv+lEMgveGYhgkwbARLIREcSROHYFGFsyaKR3iTpqqNyn/UR+U3cvdea73Va+5pIY6v9KIeoNcTj+6tCo1ErcQgtVHPDDr/bFbOyGOGR2aU0VExl/BGZCxv3XpIeghvRMbOR2OnjfBGZKxMyP7JavJ8j5maERk7n4yO9Fy92YifcPh3OFqIC+5ctGzwFIfMx5qC3endyMpmRXq0IesjtJnpsZLtNeIoD6vXjOsT+9ZPsM4YWitmdnb9nfM0l86F5JEsZUzxKM6duh9d62cMoasLI/qlep7wRmmRP0IPwXDWpDczO4yULyJrSotyJfQQDHnSRrC6MNJ+4psNwfwjVQ5LxzKbgiLCkgZKE9XclC/Sm1jaqKzI+n0pq/1Lp9Yg62LNW6PWGXNetfaWnjvHKup6tv6Y1dn1d8+TfJK11Sd3vcXrSW2Rm90ndLkvCZb8EPcjwZAWeSJ9UbqkjdgIb5QnQosykR5KE5GxGIS3jr6IfIhaiUFkLD+d9MgT4SvFiD9OpYD8hoMISjxtKYFfiN9/Upq6NZTMUd4cV2eetXm05uwoHtVrV7XYg8Yn1r+j0xqt+epc4rrqtc0ntIpBZqSeJHkUi8yMYvn+pTwS/WBNWRaVkTikpqwvzae8Ub6kiWARDGkht+y90bV/iIyIeomRzZjwYgaph/CV6p+9TzhsNjuSYRHNlPVTOZ9ohkp9NLuins7QI635jKd145euf0JLXNP7FXmf5fGU/yu6Vl3j/Fetd3Wdp/rhqr7Mdcqcyp3iUHmLQ2nKZEzPpWvWJSPaVzb3T/9kE7w+n7jnu/SxXaf6Z+8TjhTUyn6NCotiCUuETzSBtNAbqYvMnPZpHvkgNtNjF/9j/8f+jfvWfXc0w6Pma9/+x+N3+ZnrvTbZ11GP+P6Kx7P71p3leD7pX9ooHu3TfjuMVEbyQrI6ZGMN3eqvnKmsCY7yITIitLhmnUYiG9LPp3/INBex4o9UUTeKGpNgkZxuN4vKK02ULmdF8axP4ytsFf5nfbsGcbS+kelrfHx8reNbx3zc5zya88Soe146qrQQz5QxF2kluRX+qTxJn2OOs68pb1qf8EfWj/JGcYh8Zuu8N4/yRnA65kNoIrKh7q+9Ppg9TnkjOEStnAPFIjipbI5+pErgFNxpNRwVPOWN4jgmikdxrMsjzaV5o84qvteZHaUrfpkzHrN+H4/Xad/nffzp0TqrdVXxq7jZutC6KB7FyeYzzu+qa9T51GsqH4pD5dBNj3wRf9ETh/AmLYQeQgvlSRxqo3xRekgO4Y3qn9++/AmHXpBgwqiDJ1hiEDedNVEjmTmlaQVH9SDquqe1kr235t3jRxrHc+Pru2tVXl99X8l7hX8xq7XP5k76rcpv1pvnkflTeVH9QOlxVsRIeROHYFH1J7Q4X4pF1Z/QIy2EHkKLchaHYJH9Q+ixN43ZjahXVoPnU/3zmxffcJBgFZAIjWBUBEfpIjO3T3KkfG5pom7yLbaOWbvHves+x+cT6N6/e87cEx73rrtznGRV3xt3fMVr5ZHS1u17hLxR/qiMYvbZfaI/zfCY0dS1/hlPnkvUXxkTOUsTpcf+siPhi/AkH2TOWV/Z+bEuJCtyU/vxDYdAZBEpFsUh/aVCL55MNxqZ/2id1rqaP673U15X1y3mWNV/VdyofXZf+VL6KI68iEXUnmBIjzZpIjyaQWkz77fIxB8UJyHhn6nSQuXzDzSxQ2ohcyZ0UXqomolDaUqU/I+p2Zyz86MYgkXVSrqoWlGc31mNbziI0FyErizr6zKSTWZPdPYkr0KjmVtjRb5b6/yUY+4FjxW+xY5f5BrW7ZFgkyzrqWCaPTtSmuh7ktI1m8s4T3o6aeqkxVkRmtRH+spuhBZpIDkUK5uNfUkPoYlgWFPWG9k/VB9SHCrnVMZ7/yxuCrozmQhO6BbBbXikdJnjcWOptz2kHqn2PfLH128b7gsbU19Qz48XjgGRTvZ7x5pQ/igOUrRviDRRujrWjsiKyEfZUBzCk/RQ9SJ8yROlh8iHZBD5fPpnpyJH/0qVplDBiaVCEsUUi2p2Sg+pySzKo3jeSL9kPUd9pE6zxzHqX7HeuP6rv475VXrxOhU1egUmqZFkqeYUj+LQfUg8gzt6o76vU97EIbKm60/wiIzEoDiEp0//ECleY1B1pzjXVG9cNb7Z0CVbP1JFPQjEoVhEeBuRpA5Zk8cMTAyCEzWIR+UfuRX70kn7r9D5E5kVvfkTc3zCM3n//4T7k/BIZk6xCF9k/36e98dpKh+i9gTDSgkW6atbTzunDiOZ87Sf8cepBBrfcBhOFFMMgiNNCpBiURzpEou4EcXSRmozr4L5Wyz4hzV6BNG7KK21cr1dIQ1POBePqyRWrkezxatgklnT+ght0kQ8Myvyz/qj8yZ4ZN7ZfDSf8GQdJMvMzEhmTXgjGM6DYlEc68qMpBbqmUZxCG8pxpVPOFQ8LUKYFovipIxLSNikieJR/oI8dFf6aI1kfqjZBEz9QPVEQkabqU/UuDJ/mi0efW9VaKQaitRG9RadP5EV5U1a3GNZXaSmrBbNJ/WI1WmjvFG+KA6ZMaGJeh5JC6FH+RCapIXiSFN2S2Vz9RMOyrTMKjwiQLFS5gX43ig9wtkfxaQ8Rq+Utsj0ftXoXKv4kbuVz9axOOfd9ke/4+tqv5XrVbD9jKTYFMd1InkkS/pIHsWiOPJHPsMJXQSD9EXpkSaKRXGk6V03qq+JrCktqhWhh6w56S2jS7lMZ6NPN+58wpERGucqPCrAafNR0Pc+pcloipcqssUMo7SR2QlvvzRX7AqmuFe2ivyvrPvUNfbrHvHrVXq8nvupYt0qNsklWcqU3EhtpC6Kpbwoj+5nShvBobxJC8ESg+AQ2YhB1z+ri75/s3qcUUddWW+EJ4JhH2Jledn51pK6T/XpxtVPOLwgIZwI0Ho0EppIjrVRuswjR2vzSLDF0lf1Nw6vQ2i+y/DaGrV5/Hr12n/ai+vn16tdVa4vT/6ifdFcMn9nSnmmtJGZkSzlRXmkMic5lDcyc0oT0evd6k/poeolDpGzepqqO8UhfFH1ou75FnrufMJh40QxzOo4Uk1b4a1CW0U9rdNjRRYdmPJXkd+T3uTpybpVr/9u9braK0/W9EgjWQ+SdaT57jlCl+tHsO7qP7q+m57q58dRFnvniIxc/701rh4ntGgtcShNV7WvuO7TP+cpT9d969MNLbf3r1SdS7l+BdX411e8diWpq+qmnC74RgRVN5i4ZJajdGdLZjGuceW18/PoOU/rso6t0dqs2ePWtSuORT2V63kdcg1nR7NpHnkvShvFI3121CVNhEfyedctJyoj0peeEUSPU94ILfLUbVM+nTblTGVNcH5E/xy94aAahOLQzUoVWLrEUtORXs0Uv/tG+h69mk3c1CM781q6xhpZa4abmRvX977HDJeaW13D6DXuE/ortEsjyRWP9k3xSJ+qJ6FLDEoXxZE3apMmIifpIfyJQXEIX2Z4lM/ZjfA1u/bePEITkY30EVr2fM4ep7wRHDIfikVx/qnP0RuOfy6CdoiiSArFsS2KR3Gsy15pLs2zXnGr2DGLyjXs5c5o39Z1Nt5hb13r9XzOr8d1fb7LOOqs0uUcaP6rcbP+ab8Uj+IoH31DpXgUx7o0ZjbpITVRLIpD/GWoW/071kwZEVlTdac4mXsrzu2mJ2rL7k972/oXqiRm1RsOCSeaNhvgOJ+6mUYu9bpjZnveVmpVP03fDHsGwOOjtq3+H6+Jy8dzV/bjXO3HOeO51a+lRV8r+4P06Cxp/Z0zsWciR7PI/AiWdREexSA0iSNdhDbpITRReuSN3IiMSD1E1gRDnsiaUSzKmzgES74IDqVHdSP0iEPdG9N69v6Vqv9K3cFm4dMLBzbFkhaqWShNwSa6a30oFMwv6qrSGtfY2qd6YYudPRYz8b77V2wfi+vofLxm77qj45H31P5Yly2vpLZKPs02zyORA8ka+y+rj9ImDqWN4jgbwiPpj9Bjb8RI6iFZhDcxCE1iEH1JMKhczOmUj7V4tMaZkWB4XYpF1D+lJfMJh8RTG8FKBUEZOeDQ+ojM9uTSWrVOBfNIf2U+e+tmjp/lo/Nn12TWXzVXdXkXHxWZde5bsm6kz3fpqb1+Iv1RuZMcirWX393jZJ/fXXvr+neu/5bfu8eofMQhepHsH4olDsFK5bP3r1SdfcJxtyFe9XoVKBXwYNwFJ5gkK8qkPY9svSb8R+7efqWXvTU/x/9OwHVwz/59Rc2RivXMpHvYXI9EIiSL0FPFIH12ZFGaKA5dR0IXwajwpedEVpvmUxzaY4aXzSWz9t5cQpO/N2RZZN0f75+9TzdUiCu/w6EwsoHuFT1znNZE89yMGY+vPNf+6VzHTMz3OJ7/vF6TwOr8vZ5H2uWq/qV1d+OR9XFNunkk9NA5UVnRurJZyRfhTb4Ijv0QOVF6qIzkjfJFeXPeXUYqH4pD5JLqn73f35Cwq59wUM2iUCkWxVEOYhEFFytupF/rI31XMO2/ku01tsan1t3S8hOOKW/3ZNV9NOboNV3r8Xz29Stxaa0kj2SpphRPHKpXKU2+hwgewSDz7sgi60+xiJyo2hNaxPBG6CIY0iMOWTN77DASGaUY2U84OoS4pUGh+Gvr/J1jqYAPFvI3kYNL2pyqyqCKuxXcyrW21v/px1bmv3Ktn1DXijzJ5x+tj+Zle0R6umki60eysll3nE/Vn8y5G0t6CE1idLvXOvVkKue939+QwSs/UuUgqAJRHOsiGtAsUptY/jKfGEmN1iNm9U1Yodv6t0Znv3rdLS3vdMx5Ol9587EVPrUWec9HzZU+aLZ4JLPi/if1xTpl9qWJ6p+O/jLZjHNJfxSL4oxeZ19T9w3Vk7M+tuaRWWdZmu+vLa1PHMt6ipqJ+ksPxZn2RnzCMb14TPR7n7pBhSPC3ZCIHZI+WiOZXzRKNWtkep/sHzPvjFr/aQ139Ha+tqr/zjy7hlXri1/FPvN297x7WXqpzcyuPEoXWWMyf8qfOJQuitPNm58llC4iJ/L+I/SQfUR6I2pG6aFylidCk/RQnOmcjz7huPo7HFqcCleBkCwHQzDNoDS6+OZaa2Y0M8N4aq61k3lc9aI1n1z/qs5u1ykz18v5PaHR9avQED3S3ir00lnQGkkeyVJtSR7FojjuXYJHMOi8KZ7vH+eVGamcyGcsoYlgUPUSh6qZfJEsactuVNZZHZ6f0kN8wiEhKRF2UjT6Zs3i5VFfFE96qOYWy5v10TWxf6/zTuNWVlvH3skz4cX9+2RW1X1Z6dH3KlGLyCC5JIvuE1JbzK/LvvKiPJL3iTQRughGRa0IXWSvU7Wj+qlj/YmaEQyyH6l6SRPRjyk9R282JPDO73BQhkiOWNqIoL9IX3+KRzFdQIonhdZXdfOY/5UG/2c1/0yx16/K72z97uedj8cn9GptbR6/XtX8WbGGmR5J5WKSXJJF31OkNoolDsVSXiSL6jPKozhUT1A5Ud4oX6oZySJyojISh/JG+FLWFIfwJQalR96yW0rP0Y9TSdidNxxEuDGMTiFHXd4n/corybPGygwr9Fq3R+v36OOrRq0bv7TuU1pWed5aJ3r2/or6b2nxMa1vLT5WMVatsUp/RSYZZlWeGU303KfvDdrPFo/y+FPvg61M947pnul231D1l+du3vbqcOf4u9YsVSvyE46UkI1Kkg0tPK2PZlY1aIVvl6uSHdfo8k1JfqOWFf6dw1Nj9Bz9xv3V2latXbVOBVdMf5H1oLWSz3Vpo3ikT1oX4VGaKI/dOOp3SpNY3Tai/vZEsKisxSH0yBulyTllR/mivBEc5UNklNJCfsKRLdA4nwrIXAVFBG6eWKnwDfoeSVZEV3Gdpce4Jr3vrFesdabdGsbxbN4rnu+Uu/KTnlW5e52qutH8ivtcGkmueLRvikf6VM8QusSQLoJF+iM1Ed6UN+lPPGKjvLkPsprEITR96n9eCSprrUTV7Fz1tSvK7rU7P1JlqUQ4ZmmkeBSnQlv0SesUj2bGDLxfvUY13z5mR+vzOMtZPc96NcYv6/B5v35iXKnBGVQ8VO2jkk3Xx5ppbpZH66J4FEf5UH+xy2b9CvOp3CkOlZn1eKS478ah8qE41DOe0kNwxPDXdP8cfcox84ZjWsjGRBWNKpzwJMs8opBivfKmDOhs9/JIN/weOHHcPRBH7yewZVNHbXo91m+8pkxMM7By0FeFf3Or2GSUWz2R5Y89Nssj8zOL0iYOxZrNp3qeM6te5w6/W+bU/UP6olif+p93ZreMiNqnGfodjqPf45h5wyFRVNjiUCy1CMmq4IlJ5ieeNzpLcz1W872OxqqM4hrEvjOJo7k6pi2O3v86c/9Pz/e4x3d+W9fdX7V2hjV6rFpNfK/hkVwr8iu4pGazPBJ6Sf/qX3KjtDkvj1mNFEc6SBaRv/SQmgiWGJQ3gkPWjcyb8iZ/1Nat/pQvivN4PnqjcfTphozOvOEgjFEhb3FoffTNR+vbyqDqGJ3Fnk5lpLVeMStpjvqjD+dnXx73chiPR5bObc3Xsa3jI+vJ19bncYUWZTfmt2Ld7BrumSznleaTfUHm94r9c7fuyp7In8yd0KMcqPrZG6FLLPOkcXYjGF6b8CVWN44yIjRRNSO0uGbEmMpHbzaOPt2QwDv/p3HC0B5DwVfcMATTTUGwon/as9lVesWvZFu/R6/lden8vU7VaP0e7cPrjcflLx7zdXvH47Vx3/O6jtbqcYXO6rXE36vTCn931qjIooJ5x9NPv5bKn+L8hHqQWZGsn5D9rEcyZ4Llv9NkWZpPfP9Jcc7ebKhoM59wuNjZkMzxSPNcTPM/I5eAakXXa0/duM74em/eqxy3H4+j7r3j43Wf19sJrMqvYh0xK7jbSb3n0a75ddSl75ndvm92zIm8Uyh/FIf0RrBIX916W/kQ/uSL4kzXTJ9wVPxIlQV1LJ61aVQBiCKYSfMqNFprNVt815/MOOof92P+q9YcNXxezycQ6zdPuTdzRZ9UrFGVVZXWe1U5vprUSLKkmuKJ4+fncRrnZ0mWViM8ikFwpEc5kVmJmd3ozLN6yPlU3ShNXetP+COyJhjRS4p39ilH5keqojDqgRCNZ/c7asp6ujO/2n+s/x1d2Wvl66m1s9p/4vynaqV1q3ulypvv3So+1YekPpJlf2T9aX0kj2ARjJi79gkmwbAucuyqi/TYhfXJur4SqYzP3mhYfuZHqszwN0e/zowp08PCYvlrOJV6SWq0kCpmhX9rfmp0Vu/o7alM6XVdG9eK5p/xvK7Hs+tnzlezaX53Hvl9xPWkPZubGaWJ8kr6ozQpG+kitBEM6dFGscShsqI0/TYI/EF5E4fwZg6RN6FHEYtD6BGL2KSF8JbydPajVDaafcOREmkRhaP00RrFIwo82q5gxjUq+WJX8qOPrf2n19/S9NOOxfrT99ydLKWjev3o9Y62K9dWsq+sf+UaayRzNvPK+leuoXlX1rxyDfn9QyyqBmRelCaKc6UuV6+RJiqrbv4ob5Qvc6i8r9b46DoqI61hf0frXTlHcFIZr/qEQyL9dSWYq9ekzIdFOmsLMst3lQPRlOVCJxbY6pWtYxPoz5SLCYz9tTr/cb3x9UUbly6rZEsAfZ9KL63ZGikuxXEBSZ5YNM86syOljfQnTwSP8uaM3bN+PTtKF8ma1RHnEXmbR3kzr8tI+SKzplgER/lMZ3TlF8bVCNlPONxM00INCKPCI3liEQUJElF9kSudtFbzq7jma6zUH9fZ2396/T1d73rcefse8+uVfrVmXH/l2vRaFfmRz1Lar3iuH8UWj9y650d4JT1S9ZQmShd9X9E9lqkhlbc00DllfHku0QMdfdlfdqTrP63nyqcc1BsOmSY3skFcEFIjqY/M7YxFZnC0Vod8rMGePR7p/py7loCz9TeDp7Ndsb49X0uoz1UV2ZBM9RDNI9MntZEsefT9l/UrXRRLWgifYlAcyhuhx/lQLPr+kb7sRnmTDoLVrf6UL9eJyMis0jHzr1SVCvsFp5pEOlUQkifmZztOoFPen/of12r27JMPutVrq5+r1nw17my/bM2jvdO8Lc0djtE+aV42I+p+ozjy4+9p2axITdmc43xCVzabqIdkEd6o+kePHfZTOV/5ZMMmqU84xEuJtqBhJJlikTxJrWCaq7Fiq9I8al21zrju3mvr8bh33ef4vwkoK2/OLR7zudWjNPjhX7m2vdp7xVoVXqyb1OsMKtikTrIvyNqQudG6yMwIFpkV1VvS5K8sk65fVo/mU96I+hN+IoPyFpmZfbL+GR2em6rZ1X+hSouRbzgkWkFSW7ei7PlKFWsP+us4meXWMuJXr6F1V62z5fHoWFddR5qfONc1pxW9Sz/TxvrJQ8UaVcxRf/a1/Wc5nk/3KpmjWORG9L/zJ1jyRuVP5k55I+tH+XP9iL6i/XXRRNW/Y3+3qf/VNx36kSpKNFlYNyulzTw3DXlz2TfJtN4K/2b7oVe5hteKua9aL659tO/6+ZqKOprddXRNnIV7o5Nea1uladV6q9bJ5lals4rbzS/lk+Ion473ebZuVfOp3CkOXT9ClxnU91DzMjW1liwrO98eKE6b+j/1I1UOwMES409/IFb6V+P7ZiRqdYURb7a4f2XuqmukK2qL+6s0rFjnyNfRuRXa4hrWsrJXvWbUQe9XrSFuBZvOv7NGUptZVH7iUCy6pyldzozWl+FR3rrWj/BnBlU/8zJ1kxZCD6FFPsQhWIQn6fE2renqP4mrhcgfqRKPDoHmSaOCreCKSXMjL+7LB7GZqdH7BPeMobWmG/wMDp2PmXjfGXmElirFWKs9aLGjY6VibsCt0Xrj6xuYW5d6jere9Dq3xF24WFxau5j+uiDh0iUV/kmNVRleCufgIufm8eDSS6cojhbrnP+lME4uorM6WW75acKfGNS9062fiHxcVIJF55zSdPVTDvoNhwJNCXdFwkgFayStz9zKUZrpHCr1XmW/Wi1Ug6g57l/1vPq6qDnur9Zxdz1r1bhq85qVda1kKyeavzL/VXU+W4fMkMzP/Xmm/9XPU/lTnK55dvNH9id131CaxKE0Uf1E1H+pL7/hIITHEMWjmCRr1Bhfk/uU96ipghn52vcaHsfz5Ou4Rtwn16BZUefWvo9p9L407O1f1Xc23+c1jl9xDV8Xj3Xatz57kDYfq9TpNTxWrVXFr+JW5FChtYJZ4f1dmcqf+MtY1zqSukgW1U+UJnGoPqA0ERlJi7+yvE6+7CWl6eqnG1rMbzi0n1pUgGEjGm9AvszLSu90nbZCrdQ/rmc/Hsfz3V9bt0frVYY6Nh7X+a3jW9f5Wo1xi/M9z2O8Tvt7x8frnn4tnSv7bvRbmZPZVf7ca6On7GvptvYsq2r+R99csnRuBK/q/phL6GsW4Suz/t5c6XrXvOSL8kbUj9SzV8+7x7vW/9BHfMNxeOHESQVCFNtL0zxxX4UZM7BuH6PHmAlZv6s64/pX53S6zpl5tLbRlx5i4zFd62Me9+b7Wp9/1VE+4za+jucq9rUe9c1tT99erfeuv3O8Iq8KpjxVce/kdXYtqZFkkflJF9XzJIvyKE1U9sqJzEoes5szJzyaldWk+URO0uOvrCYiH2sgWARDesRR1gTPLHFvb3c+3RC88g0HeaPeDuKNJxA39dV4Vq4lTfEGivtX9b7SddGf9z2+kg9S62r/Xs8j6SWyXo2/+r6PWd3ZJ3MVi+TJR9ccpYv2Kr+Zjcxf/sjsu2VF14/wR9WPrFs3lvQQmghGvFdT9b/6/+DQguMbjtTC0cGvfTcgydQSNG+Qjb2s9K+GMx8TPIDMfzJvaxikfV6+cALup1hbH1thy2t5rFwzeqTXeTU2nTfNI7+JW5tHovYUi+LIk1keMz7p/AlNYuiL0EboyeS7NZfURGS0pTFzjPRHsTpxUlr86YbHK4Ua33BcmXPnGjUh3YjipYLaMCAezdQyFf7FtVY6W7G3tqp8ttbaOvb0+luaPsfuJRB71vv3CMzVFc+PPWVV96fzq+JXcfdyunvc/u/OO7qeZK7ssSNPW+dIbWJRvULnv+X97jF7I7Xd1bB1PaXnp9RvK8OnjrmnMuu3qP+d//+Gzer/NL61yRAZDMGyTkqbeZWjG4P0H/War2NVa3g985/KX+vbr7VY22fsm4D7JdbvKbXun+r1K9dxnhqr1iG5JMt1o3upQqO1ZkdaG8mjWBTHWdM8czMj1bPyRrHkp2NWhCaCQedDaWpR/zufbChIbVufcCgUGaI2MhxK0x5H3qmm8Bor/JP1su5xdC4r1hrX1muvH89V1CvyP/v5BNz/W/XL068R3CcrerfaZ6UH53Qt1WtXVeq9puD4KnkmNdIZktqOk3juLOmRriehjewJQo8rLV2dNjonIiuC4YxJlpmZcXn9t95wyABZeLHooEl9Y8EqtIpZqVnsFZs9rFpvz5N1KFe6Xntrfo7fS8A16tArVv60FuuYHbtkekd/ReYk08/mO56OrqWfR6RXkqUMSK8Ui6qnsvLXUb2vnKO8eS2qjqQugkUwYkZETmJQugg98kdxUr7u/LK4i7L3I1U6nxLjBb5HsmgDGn9ZobWCORr3Gh7H8/TrVesc6ZaGuKlnO+iKmn7Cfsx8rMlP8L/So3ucXLOqZlXczt5fwTORH+mzI4u+z2hetoYdM896ivPJvMmsosYn91OeZn6cSmb3PuFwEClRhnyPYpE8YSuYZKN+W/89RK10Dl5H3Cr9XiOO0VM8/tT+6L8q56f8dVw3Zt4lb+vwuCI3rVW5ntkeKU/i6ZlBbrRGaRPTX6RWmkVmSeZIs0ifXVlUb5B9S9RRDGVO5U5wumWk2jsn7Wc3om5ZDXF+qv4zn25o8aM3HGTY0Si9TzR71LSiMWjNq/XH9eTFmXmM51fvW8M4rtbxE9ZTxrH+T3t2zaUj7lfp8hoeK9Yxu+KZIXZF/aqYdL7OluKKRzLJmtMs0ifFIvMnNVH9JQ5RR9+fnTwSvpyz/fn17EhxtD7pb9bPOI+q/8jdfX30hkOTKgTRTJrnsCq5VWxrJ28UM/dGe/G4d93Tx63P49N6Xm1956bR+/IQ9zt4WqlnxX3mb1QVvlbop3qiwj+lrYIjv6RnitVVV0UNCKbuMd/DGZ5zp+pIaJIfSk8mm1eYS+VEcR7J7OwNx6t8Q6osQhW7iqtGiuy4v6LJtN7qNc98Sc/Yy900nnl46rzr+cnvzwqs6h/n/+fq+VeV+ivY1F+QnFyFRrOzI6lNLH1R+YlDsbI5jfMpXRX5j1rvvqa8eV3So5nZkfL4zt6yGXt+KiP9DsfMj1Ud/dK4hKVE2dkwqqnEpZrLeGsluWZ6DXo0n9QcNZofj1Xv24vW9n71mlf4MQvve5TOuH+F927XjP792j7H1z7+9PiELq/psSKDFWx6DfHoe57WqFp1Z8bnEdVbhGfXl2BRvswhNVXkb52zI+mPZM36GeeRmoj6kXrkleCJ8bg3/8K4x7GQR6/PPuHQXBkkNyL4PT20Vq1TwdzTX3W8MvNRs9aiboyR/XnNJrDVF64fuxJLs26PLL0Hrfq5U8Wna1Kls0eVt1WQGZL5iUVqI1nbSc4dJXWR+c+5qZtF5kSqJHSRdSP0KB/q/hMn5W/m0w0ZuPKGQ2FRgWlNb6/ErNDqHKgmMm9vtAePe9dRx+M6cZ/ik5yoT/vxS+uM58m1V7C29G8dW6Elu4Z1e8zy7szXmivWrVzH+j3e8b93LcnaW4M6XqG1gkn5/Qkc5Z/6C1RRSNJF9AbBsEWSZWZ2lCaifh29ZbOJ80l/0yy92Zj5dENGrrzhiIY/+3wCLrxHfoVniaOv8fWz6s5X39M7Hh9fn5PXXLGlKx6L+2sUvd4qzoj4pvh67s8VV/1HE+Xu7M9VPHPFR99c7nRuNG/OVd0s8tlDsJQ3wVFi1POD0kNWkezLjv5uZXXnDYeCI8OT0FdhVmkVd9zojCPfbI/xXPV+rPUT62f9jfr9kBy9jNfFdX2tR52L+37tYx7N8GuPvt7n/Vrn/eVz42sff5XxCf1aU9terb/Osn96TZb6RatgVzArvIv5ClpJjSSLzE+6qL88kSzSo1jU5udPlud+8Jjh0ZoyWuJcwpsYBEe6lBPZ62Jmt5S32U83JPrsl8azxj7z7yWgRqCa82zllWttafH6Hreu6XxMur1536OO21c85ut9/uz10UN95I6vI/uV95/0dZQ/nWm1z2o+nccr8MhMSZazW9m/XvPK2FXXFe13rqF8Ur0hPdoIHsH4UsP8Sep555yYtCcpdz7h8BJkYc2sGKWzQquZHqu0V3BHZqWHca2t11rfN/fW+Vc/tpXv1WPyfvXareteOTv58dcTPpynx2oNleusYNNriFfBJOtI6yOfg86P1EixKI5qaZbHbH1JjlgUj+6NbE7kfHkjcqIzIjQRDGdNscSZzkqfbsz+wriMzLzhoBrEQXqkAjVP43SwEbKxnyraBi8eqmTHdcb9ivzHNfZea+0n19/T9Tm+LgHXX2PVfXvVTdUz7ur69HXOluZW1amKS/mvyJNk0vnR2iiefFJeKU3qMUqT+5XQJgbBkSaKY3/ESGqi6kdxiHzMkKbprDK/MC4BM284JJYOcjoAmTjYxK1kHyydOhV1V+m3wLiWj60ct/w9rWml/89af96jqQciFOZWT0LoPzCVfV7t4VW0V+h8le9/fzTb5Au6jzrypEk1pepKeqRYlDe1Ecki/VG6KE3KitpaeMv8/oaCmHnDQQW4xakotApVwZV+cavY4mur1P+1wr9/rvDz72p/78X1qRvs71U+R7ok4Hq71n79lL6n1yd9O1OSGVkV/Ir8K3TGHLL78kxqFI/cSG2kLrEor/JI9R5dTzJ/kkXUkqqfe4Hg0fWjciK8EVpSjNk3HDL/KgG4gSr0Vt/AztkPxFSxb06uyOuOBHu3Do93GJ9reybg2vr+ebq2q9e3/8rqVK5RyaYzIWtrlkdCK/1sp3mkV5Kl7P38oOpAcUifFEsckkVlRXDEoHqBvH+IvMWgvKX0ZD/dUJG6/StVLjYVsDxqI4v2Rfz60wWs4nutar7X8bh6Pa+7N3bTs6fzc/xeAqrrU5t7yho8PqWHWvcVfVRpprn09yXVnNZI86i+pDmkz5/A8t+t6DrM8n5C5rPZxHlk3fz8msrevyyeeeORfcNh4TYSg5rZF88BU0zroLWaq7FKc1yjUn9cJ+67HvHYU/v27/Xp/jD3M3IJxP4Z68etcp9kXSs1rVrLz6L7qRzPqNL/RC2OnW6frfK/vdr8UbL+pGeaRfrsyprvgr9nkvn/Tb9/RJlrI3T9hPp9pTX/ZzrnzBsNy579kSrP1+jGiccy++lgMotPzpVmsuknZaDTXAeN3kcXSMK66kraervpXeu0qqe9Dv2c3GqUyqyr9Fc9N537Vk4zxyr80xrp+pOeaRaZHcXqmD+taebe2ZtD5r63xp3jZFbdvJH3351M/7iWeMNBBRuFKZwKrtZ4NW7MxfqrPIxr+XWsx+q1rWFvlB5r8rh37ed4bQKda+He8FibxL90P+gr1425/7syu1elv4rLuv/3GUNzu/LonqLq3FUXXUfKp54/fgYRGqk6ElrE6KaH8kVzUjkRn27IEPGGQ5yUGQGGLfLi/nBZ6mUlt4odDa9Yw+t5LY8+3nGUxlfQ2TE7SlOn/K0lvmmmfF7hrOpH8i8V0VeVftclrkXtV7DpfCs0dszP/UPlJw7FovIyh9JF9obzt8bMSOvKaPFcsh861s8+s2PKm39/IyuCesMhHWRj2xfZ4GZaa6oAEbaxL3aV9rhcReaRv7W/ytvW2kfHYt7WGPOJ5484n3P7CTjDODpjH9uf/dwZa1ypYNWazt3jSo+za0mr79FZxta8igzE9NfWmjPHqnTOaNmao9rQG+HZDI+0xgxPmihdFflnvGku5a2CRWmjOG9Xv26fcLiZK4KuYFov1WDmeRS3UrfXeWKMmcX9J7TsrRl1qQ7xteaMr/c4n+N/JrCV5Z9X9HqlOj9xH65at7qPV/mguqaiP5/oHyqPWQ7ZV2R+dH1Jn7NZb80jdVH5i9ONRea0VYfZY6QuKvNZL+g88hMOCSODjkYruBXMUbPX8BjPk/vmeyTZe6y4Vtzfu/6p41Gb9v3ao3TF/ad0dlo35uR8to510mydHl1Tjyu0xoyq163kV/qwbo9kXSqYpD73ZlfmK+RHZ0fwlNtb/cVwCEX+/DWcuv3SHI3ZjXoTRGjJetma76y2zt05lvJHfbohwfQbjjshXL02FdaFRV6db4vVPrzOOHpdj+P57q+t22N3vVX6Rv96mOvYeLxq/Sz3aZ1Pr5/NL86nvpFHZtyv+MtZRf5iVnBjFtl9Ut+r1CWbmeaTuVXwKI+ET/J5QLHsy2MmL2kiOBkNW3Op+zGdOfk7HHTQ4tFMFaOKu1Vo+pgbpyKXqNU3TvU6cc1x/5XqtJWT9XuM/rauj+e771t/HL1v7X7t0ce7jlGn+3+l1rh+9bpay19Va5lf4ctMj4QHkkXoOWK8glZSI8lSrhRPHH9PPqrXlXMkS+tRHq9ov3MNqYtgPfGsv5IX4c3rtGDpzQb1KccrfMLh8KtHsrijVrH1RT3kRr5fV3rwGkfj0+sfabtybtTvh5qOj+fM83GPPr56PFt/PB9fe9/jau3Ueq+u/0oO1c+QKxo+1/RIgOx3sUieEuraq36u96hinQoyf5JV5/i9yFTmqfuaerOh0lS/4UgZ3emdSmYFO9oQv3oNr+e1Vq3ndT2O6z+lw3pmxi3NPmZ/4sZj4+sr56xt69qtY17D57bm65y/fN7z4utX27fn6M3HVnpZvb49eqzw+mps6/VIZSJeBZPSV8Gh/nIjbc6PzJBiURz7jKP2MxulTRx/ZfTEuaS2yO2wT3oj7iPXjtI1rUlvNqgfp1Kh4xsOypwbSLxpo4ZsjGLSWjeWKTu0Un/M/8nMnly7opBHfnTONXb+vj6ek654fuuaeF7XH83XeW3mfL36+nPrWDz/Cvv24Gyf1GwtqzSsWK9yjSq2esH3CFmLCiapT3nSmZI8Oj9aG8Uj+4/SpD7rnn/2XlBW3fKSHuVO6KLrN503+eNUEvHfbyUOa1rYzkSHTwZo5s6SyGGvQeq2MLP9unL0WhorvNzRrvWt52ktd3TPXGufHiMjHov7W9dsnY/H4n6c/0778qh+if3zpL/Vma9Yr3KNV2STmkmW+l48+l6o0Ejdo521uR6EV39PpP1mtZF6KFbH/nf9snnT81OZkz9OJWPjJxwpcRtJqQh0c8RlaL1im7migbSW14u+KvZXrbOnfWv9lf73dH2O907Az4+t/lml/Mm1K59Dvv8q16hk0/V3HiSX9k/z5Jlk0jxSG1lXseSV2qjeIzXJG5l/NxaVuXuAyJ5gWE+6fuSPU0mMP+GwMNqseWSjSas2sSu4v+GBX7WOuc7I61aOca3K7M48WIc0eP9szuf8z0qgS19IxxN9usK/fVWsVcH0HVDJ9hrUSGolWfbnHvBrYiR1dmUpJzI7ikVx3Acd86c00Vk5s8xIa0plVf0JB23WwadMG7Ixmutx45LUIXGVSdVm3R6r1tniPrHmqMMaNMb98brP6/dOwLWXy9gLXVxHfdWaVvmvXqfyuUnXoCoLum+UKZ0rrZGuTVce2TM0i8rs0xvXkvzU71pOf/xIlaYoOD3QKhqNLIq0eqvU7DWqx6rMj3R7zYpaH617dG6sZSdtR7o/5+YTiDXvUm/r8Djv7vpMr0X/hXJLgdaqXMdettbOHBOXZldnkfEb59o77T+ukdm3PrKvSK80i/TZlZXph3Eumf/Ifvr1W9aP/heqVKT4OxwuWlVjqChkYaxXozRXsqsysQfrr17H62n0WlW5xbXu7FvXON5hfK59jQRUY/Wfa/206qgj7q/Q5RxWrVuxTmTG/RX5za7h3Gfn782j/Vc8p0mN1lfB3Mv4znHruzNn71q6Z6jMxKFY8k5ntpfnU8e7ZdWufvSPVMXf4YhF9w1FNlwsLsm1bvMr2FpD/Cq2+R61TvV6Wkubc/t6VevRa8yMzsPjDOMz57kEXDf3m+8lv35O2Z8rr9azaj2t4+fKn47ZV1V+Xo3Lpvr3c5rmd+PR9aZ4FMd50zxzsyOti+JRnGw+nt9Nj3VpnNZGv9GwqK1POFJCDX5g1DdT/yWmavnpAt4UpHWqvexJ0tqrfO5pGI87j6gr7o/Xf173ScB1Gv+y6+N9lL63kjH/CrcVzyz3Cc02tyKHCvYr+c9mSuYnFslTHehaZPPyfEoXmRedv71mR+ki8iL7gdCjXNKZ61+nov+FKgnb+4RD57S58aggxBSLKrZ43iq0mj2OFfq31vAxMn8z90avtcLjnoat466vznnfY1VPben4HLuWgGujq+P+tdnrrnpS24q1tYbvj8pUK71UsCsycdZkzhXeSaY9k0y6NhSvwivVK++eP+nPLI+ZGhAMry8W0atpxupPOByARoknt1iguE+tIWYF1/oq2V4jjnT+kb217/zSTbsF/xx7+wRi/3Q163vY42qdK9d99fu44vlXlX9F1hX+yX6v0EfWh6wJyVINSJ9kTUldVGbi6IvYurLkjco+lVXFpxsyt/cjVToXNyqEkZkKJcI29is0x2Wq+U+t5XWjv7jv851G6VMvaYxfnTS+sxb3h0d5jfudvFuXx9XavK7HqvWr+VF31VoVXDH9rIgeiP0KvYSuyKjQSDEpTvRL7nfVJ12Vf5ciM8ywiPzN8JjR47kky8zMKD3TmvTpxpOfcEwLzyQGzPUN+Kr6HcHT+p9e3zmcjaNO/6VCx+O5uH/G/Jz/SiBm5jx9bBw7ZmaNHbVVaYr9X7GGM/VYsYaYNN/fF2i9tE57r+CS3kl9FbXpqo/WRfK69gehi+6xrrlPZ1X1+xsSdPY7HBbtIilc7/tcZnSxSKb1VLJXrjGu5dcVmZm9NTpPn1u9vte9Oka90hpfa9/64/5V9rtf50w8jvnZv86/wranf6X2VVmtWMd9UbXWq3FX9lFmrapcM5rGuaRGkiWdFE8c6plk1pjj7GvKo9b/CazZnMd5ZFYj+/Lrqk82LODuj1T5L2meT45VgVdxR++r1qmswejp6LX9ejy69ulzWxp1LB6P+0/rXbm+fXuMa/ub4ta5eF3nfWl/Wv/T69P1cV/Q3BU8+vn5brW9UwPSu1gkTz7oWt/J5ujaV75/jnyN58j8Sdaoc/Y13a+zOrB5Vb+7YYFX33Doej8QKkIWs/omrNDtHM326OMVo9fQ6P2Kda4wn17/isYr19hHHLXvLzHiuSvMbteM+s+8xfPdvJzpsXZ7Pru+6rx1VPFHrtar/sZcmekKNrmGWR7Hesy+Fq+COatnax6tb2uN2WPOj9RIsSiOsjHL42xenicO8fwQx19mZ0fSY1ZLxXwq9wptGPPOGw4vWvXGgGp264wj1ayR2WGfaNKsD/fDu2QcfThfH9Nov2NuvmY8vur1lfVH/fYXNV7hxOu77Fu3PT6ta7WO6L/Cu/l7/Z9d03yPWd6K+cpi6x7Krl3BzGqK87vXiM6P9CttFE8syqs1eYz1vrtPabq77pXrSW0ki8o9zan8lOPq73DEQsoQGXRkV++7GNX6V6+j3Ko97dXGXuN5H3tKU9SS2bePyPAxj/Gc931O/rUfcxhfa854bGa+ON4836/jGM/F/XjNq+2PPsbX/z9777YsN69rae4VUV3dVV0X/f4vu/sfnutbhmlKKYkACCqpiDR4EsaBkDLlnNPO1gM+MRo/A4dajtAi/lwj3lq881n9Ubk983rmknbvfBE5PTl65qqsNer6k+aRo6r/nrw8cw3fpyN/j+PJA8dI8Xw6F+Mp/k/r784Pb8YFQDRcWOq6xOJG+feJsOXwae0b53v6bc21+8J6u6b1xc4dnc855KP/9ohePKI/S3c2Pnjoj9INTkR+5Y7kH5nb248In731K58OL67e+++dz9u/H/d8/vTag4j99FEYe28Y4ehVF571OlQPkQ8aGP3kR6ooziFxEDiIyh2Rn5zEA3i34SgdVwhmaTzjYvVX4HPGNWLO6ld+PDgabzkcrWvH2/Pe3ke/94efVXyTfh0Z+oUFzi9Q5z+83rhbWnhEbOdH+soZkXeE09G5njzR7ZlTvCvn8+TmmUu+eV6XXrm8r2dPz74hl+ri0RH5o1QQGv2GQxvoVahwIkblJX8kdzBmxWraqvGZtS8b19cB1dXsYwYH7zf1Tx5GaozKne3RJw/P5vHAmzN5z7DvzPGe7J33Doe99scBzz2omqvqXnv65alx6P5R+RsOa1Kk+ZG52ZxIDHwSBi/GMmKGtqs60E+8et5e970OUL/UDHG2I5ZXJpcs3Gwcbw/hH5E3IvcKH+Slm5e3rx75Irh57rV3LmrGw7uqubw98/Cqao6h+s942JBxT3+kypruWaw2rwxUbs+ia/OrH8XfYoGThSU8fCO2fGb3xasqt9nebPzfDlStkaq8fjv3vBV534VVtH8R+eVLxD08gqt3zuq6I/h55vTO5bm/XrmUxyuX7hPenilnpUNeeWkcypPx41Qy3uOBw7vIbEHY4rVtu2a0HcnfcgMnSofF6rXBJfbWzBjDF2FX4zbDj2/GtPtv2xU8gQ8xmxO4xAj8yNzwFYZeQ2+QJGsi/KNyw72BHerCeShJwsnVeXrz895rL35VeUWUoJdn4uaVyysPfnnle5xH326s9A0HxkVGmRnxJhLJ+VPuxwXyKXFnHqwVfBRH+Hak7KGXO1Bt/6lF3X9oZ25Bph9ojNQpDHC8fSRvBH/lXuXw1E8ub/3k9fLUk58nN+XyzCednlq9/FceL16ennnm8vRKvLz8GvJe325kfcMx+kvjdgO4qDxNfFP+nhaNeReexTlqz8A84sJ4Wz9wJLJux/UdYE/Z8+qKZvDEoyxvojWSX+8PtD21ReQUv6i8EbnFNeL919sDz3yeubQnOrxr1Csf+xuh+Uf52J9evLz8Qo1XPi//vXySPpdc+xsOSuXPqMKJPlw28CJJCvjicpdlVp9tuyR3SCJO8FL0ulk4UNspHBxgbx1Shaeg/sKBOgBvq3vpWVGTOK9yRPhbXb/4eXP0vEd57olnLtW0p07vXF576umZVy7l8c6l/Sx/ePwORytShedZfDZ/ZO4ZOGBG+UX+XrSYtt1bO3MMboq8ZvLZ2NccYN+0mn1rx65lylsFP/jCPYtBDz8DG9woLPyMwlFevYGvdER4EZHT29MIjl45vfJ4e0a+qvzEy/v6q6jVk1OZXFnfbqiIIx44uDiio+eG9bhyAUXjkJ/Y4xI5Bi4xEsszd8u37Xti7Vz3HeBvcFbZl9k8hc89577b989AL/F+hmtnROeHRQSOckbkhbNnjOC5gn5P3d7Xn7d/nvy8ffPMV/W68PTfS2NV37v69MARRVh5I3NHbz78o3HajQG3Hc/qz8a/opO66nG1Y6y7knOveeZA6zH+t+PPssefZXnqWrf9ePS/ETLwhZGhNUvL3y6OjUTxVl5eYwzXPNvbV+98cjUip9dueXFTHq/PNV6c8Mgzn3cur3xeefDsccz8dkMkI7/hUEF7FXXPUG0ar96811hmcWRi9fyZjd/jdGUM3kTOiaw/ML45Wr/Vtv0VfZnB32LadrR/GVjR11+UhijeyuudO8qD6Pqrll8+envpvddenomXt1Yvbp55PP33zOWpcalc/CtVKj5vQ21Be+eeYXKER2c6ZvvX4mfrP/PmylyPP+epHplZEC81AABAAElEQVR/Q22iyztaj2gLw/qnvp1Tv/IhrhX4W89sO9q7nn5vzAw9kRgRuaNytrXssZdRXD24kSOCI7lHYwQ3r5zK4/WeByeih2+e9ezFS7q8cimPl8YhTtnfbshEvuHwMkA5j44hc46S/jPOxROVX9DkJp7QcZ2SNvS5Jr6ZLFv3TXofl1v+ttatt3bNx4QvXNDqVx9/enOrWYAGu/+zNFguWRyEqVeGfuomShv+ReSPzO3NN8rnqLxe+qvvkbd/nnrFzSufcnlphRNxtFa88ozyaM/39r/Nf7mf+f9vQMp+w8FYRNTmexVmyy+7sCK1nGmL8q/FPOrbC2U2lyOOV8Ztvdi2PZdxNFu9mftvOXm1e/zRCwZ9IuMrRvSyl7M1WE9tO4pXqz8LM1JPVG7l9a6T1n9P7lF76ZnXM5e8w0/PvJ654Oi1z5W5eWrlPdZb7+g+ePPxzDeUa8Y3HDxwsCkIYPMZ94jKHZHXcovkb3FmtDP8O9OFt3YNY9H7ajEj2+ixGNLGeKuzHW/7Nk9UW5jwOsL/NA431tF/Q7T79wY9dzVk6l+9fiL4Z/p/tzba9Svo517Xcn/al2bPPfLO58ntqUdH53nWi1cu/D/ifHe8sv93tUxfz49UZRHxKqosvkc40jFDC7gzsK0X8PC++VuMCm10wgXfGUc/43YdYzbaNmuPYrtW/XaMcxm3fdYrtjyZY/0bIxoVZx7gwyeLi8XNwozGQVM0jmf+CM7ZtTTih6d+dHvmlLbK+Ty5eeaSb7yvqD16eOVSHk+dr82lH6ka3bS757ffcHC+TE4nA7hDzOIPDtGB+scUXFCZmEekxEEHEW4r186Pomt/ott6YM9kXhFvmGeOvqJdY9tXzu/lI/fZHGtWjvgjDRW1zuBk6yd6b2fo89S0Ov9RL9DvXTPkHeXH+eKnwzvvT9Z6f1bW6cmtaq56FeHEaMaPU4n6p284PAsBq5QzIi/5bczAEYb3jdpqaNtoApN+u25Gv/WiErcZflhMvCDaOdp2zrY1T5/IOd8e5Ue1a4E9glv2HoGfgRuJRW5F2t6alJcPshG5PXNGeYD+qPweHogbL4983jkqc5NWz71VLmrGw8equbw98/BKOYZ46WFjxrcbIn72wOFdVMKzh/IPGWeTddrwj8QANhPLYqrtebGSeyTidxtHcu5ztwM9B2Zcdz0evbEZ9S/MTFywevo9xnRvi8RQ7iiMCN5R9/oIrt45I7R7cozg55nTO5end165lMcrl+5f3p4p5/RDDxuzvuE4+pEqTNHmeZpOXkXlpUCiMDyLz3LvtTOxLH6LG+WlxXzSFk/2vCrHJ7r2OTkO2PoRIjXU1n8Omz4KXKjz/qq1R9mHaBV4+RacUR1RfkTlHdXbnl+dpze/qvmq8mrrxaPvqdUr11CeWQ8abMbZNxysGRJIkk5UXj40dKZdh6I09EgKKxPPcsDPWfiWi22LT/shrBpHy3e36zhAnaxQP7OuPzzK2LUMjRl6IjEicuN7xh6PYnjqVy69vPV7cpRfnvw8ueGfOHoc0ump1YMTObx4eXrmmQudj+OsH6WC8JUHDq2NMk15OWybMc8YpaHHUYUfraeHC+Ys/B4nxo64Mc66HbcDckB1QW3YdjV34EbM5mc9isS2+sCMwvP64HDEL4p/VF7piMx95NPd8SiO3u9nnjyVi9ddv47We9e/Vz58Ix7xnzXuxcvLL3zwyid9XrnglhqvPnCIVLTQ6PwZGtg8CsPrAiDvlSjMmfifOFpPbPvTeXv+exygfqsqpm6J2TzBJWbg6/6sVzSm8kdiRObWPkTkj8gZwTWiPiJySrvXwXXhlU95PPfb0z/PXN46PT0TN2n1ODw9G861wo9UYTobSmTcI5KT6JGzl0P5ozHAtTi2zXx0tJi2HY37JD/8FO3rSa59znoOtPsvBYxVUwMvYjY/4Q6/8dwkLUxeN0+9tTza06j8UXlvmXdzcQTniJw3ZX1cHsHRK6dXno8mPFxQlZ94eT0gyBrlq6i1Iif5dfm48w0HST03lpyK2WZm4WXhWC9teza+5XLWbnnyoUrj7dxZnj23hgPsaRsrsodjRW7RnLK0R+KQO+q9S3sAhvd+ROVdgae0V9fvyc+7Pr398+Tn7ZtnPs9rw5OXp/+eGi/nuvvAQQF7mtiSBaMd9+wLg82L1GI5W11ZmD18y8POV2tbj7RXlredq8Z78zl2gD1UZE+PV8+foc7gSn8WM/CJ0TwycDIwIvdP/JU/4ojyJiqvlwdR/LzzeueTfxE5PfZFvLy4KY/XNePFCY8883nnGso3+8epZPDdBw425Q1Rmze0gQMmeF1sAxT+o32WB3e49zgyRryTb6/Nc0D7w8uirrBvkR9UrRef2j3/Pp3jMV/hPuWhI7rWovKv4H+E9hV0e9SlzRFxjXv66JlLuiPqxvpZoe3pmWeuad58+n84johJPAUTZQT5xSEKA33CisZosdCXhQu+jXCwY9XbljNtRfnYxupa3sbP+r+yNupqtgZ4UNvRfDL3D23SZNueGqPywjEqf0TeqJwRtRnFlX3ziN4cPX305ia/vHIqj5dWOBFH99WTm6dnw7kqfLshEU+/4WCDVTiRh/JHY4i/1wVw1Yss/67y0To43Tmn0lr4K/ZqhvlKnFfl0nqpPmPE1bTBW7FXPzP0wANukRzQnYUlLeiL0hWVXx7hVwT3KN7eXKN4euf1rmnvfNoXz5ze/nnWjbh5aVUuL61wIo5q9sozyqPU+U+/4UCENdVr48mtSP6I3D0cxoQbjSks9KmdgSec3mF5aJ7+TE49nlfH4G/Xo0VztO38bvcdaP3CW2L/rLVGWy1tP1tNNr7wsq4Jq822vT2Oyo1XipEY3n5of735eudDs2dez1zip3zeXkZwxMvRWJmbtHnx4/7nlW/Ud8534aP/8K/CtxyjDxyYwmbR944yPRpDnNncDCzrkfDA1ng2PlwsB8beEns1hF78bvtv0X5VR0+/rU18upqv+jqrV236s3jPwBem3eMM7ZF40R5GXgNR3KPyetdKBE/vWvPef2n24oh/Xvm0v565KtcL3nlzHM037H+FBw1MePojVZxPzNgsYWTgSFMmFniK1Q7rQ5b3kR6gweoSHuNg23nm7BjrVoqWP5rg3+uz3s7ZNueuFOGPNt3MdTD+0/u+P7P0g0NczWnx5rUKd/Glzr04r+SBuHod6PbMKW5e+dhnr3ye3LxzKR961R49PHOV8b/Sw4Y2yOuBQ7kwmaixlQ8V4Cwts3CP9kt8PC/II5yZ463ndv97+u36o3akniNMO27x2/3TOl5ad3SezfG2dhXNdh+yPJ6BmaVtNZzovahS50f7gv72HnW0/uq4t27x8+Z4VcuMdd7+eWqgZjxyeufy4OSSQz9K5ZLIKYnnA4coaeMkMLJQPYtDnI+OSA1HmO14BQ5wwnci42+Nrff00U+dq99ryxfOoU2fyLiNtt2uo6/Yw7TjbR57rua+4bCabXu2dsuFdiYnYap+sg7hReuMxojkH7UXkZw9awf9Xny98liNysnLjldpV+Ymjzz3RLmoGQ//q+Ya0lnt2w1t1L/+eQL6/zx2rMnhuYFN6r+6WVhZOH8J/GdgJnaPjx2rzM3ynN2WT9xA7M33aLzle3Vde943963PlXyYzSsTPwNLGFwf3vsM/4j8kbzxAf70PaJ3Tu980rhCTm+Onvk8c1FzXjm98lTnNVzH1R46vL/hYAOHjbKJDtp6A9DhXXw/Wf/+Exzi3ytiR8AlxqJdzy4+cCJeP/t7VuINEeX0iYy3kXliO7/7v+tQXlTzCT7E7P0SLq8M7Cws/CRGaIt42BDPqLzK7e0/+bx99s4n7RFHdZ7fws9bp3c+z9qrzO2RzqgHDmuUbT8ieXCS8vLQcbDEfThKyyei4M7Q/ImbnecNFL52bre3A9EOVKw/rgW4RXvQ5rf47VxUH8yo/MqbgQH/CKyInJF8s99r0fIkenqrXHp56/fkKI88+Xlywz9x9Dik01OrBydyePHy9gx+06MeODyLqxUUmVtY5M/cIBUVuK3erP5s/J5O9oAbAhyJvXP22HbgiQO2pqg74pN8Eef0OEbgXMmZ5Q2avd54j7SBQzxaNzIe6Rm8iSM87bnki/Cf3BavWjuKo/d7vidP5eLltR/e9eOVD9+IXnq98njxGvZLP0pV7cepZHLUNxx2A4fNs8kKtG1R2XYWNYtp21n4n3DECV6K2n/6n87d89uBOw5Urivqfub9j+vvjqcja9GcsS/RvkbnH/H56Nwo/6P20zsv+o/8eTIekfMJj6NzxE8vz8NzXzz988wlvzx1euYSt6E9rfavU0mQDv3Hf2zikMBf2fp/sBFR+S2qsKL1gIcu9cFlLiP28Gfw+KQVnkStz6iFT7z2/DoO2NqBdW+MuVlRnLj/wGEGT4tp23Dyjj3d3hjkQw+Rcc+4c3u62c8V4XFEzj7756MRHL1yKk/l92Yvnc93r38mvnnxG8pT8ZsNbLM/UjUkkoRFYuZFg2/EbAvAVczUPaoT3uRp+4zv+L0OqCZWqYtVeEZV07frj/L1at4o/6PyXtV1dV0ET+WMyHtV05V1nvy8Pz94++fJz9s3z3xX9v1wjb7dqPwNR0tcxnluLPnZEOWOwhAWOOBGaCF3L0Zq6+G1Y+jP1t3yOOvDkSiu8LVjZzn23DsdYP9XUSe+1K44z+afjY/+aNzo/NRbJE5EbuW09YcOjxjBV7yi8npohl+Ep966vfOh3ctHzzyeWpVL++uRk1xeWoc4Vf52Qwa1v8Phbd7RJkRczC2WMDJwLO5QsdhED9uz8R/S/nXhi/uq/J/q3uf93vO9/8+qgWtmhn8W+xn7a2cJJ/pePsO/a+rnrYr23EMZNeiRixwr6IarV6xe/9+4J7f3tuo3GwhpHzgYj7iI29zRBU7+SC1oaiOYxHY+o9/qn8nlid4j/qvpeKL9jeewbzba9iqaLWfbzuYv7Bn4mZho1IcNcCN8zsgdgUFOopc3ysfLM6dyeXONqA1v7RG6I3z03Gtvfl75lMerZuBEHPUPbqN5yp7fe+DIEM0GZT21Cg/MrM3I8PGqlmztV3ldXQd/PKV/9fy9roYDK+8fNef1ZjWyI/iYdf+0XDP1ow/vLQ/PNjieOW2uKP5RvKPyRvlgvfZoe+v31u2dT5555vT2z2NPySFuXlqVy0srnIjwvRWr/0iV/pWq3oFoLzN7GBoTDgUQjUV+MI84eY5n+XiVczU+V3nbdWggMsf+0t9xngPt3lgmZ3N2XZW2+Kq29KrAHQ7ETJ8yMbOwonCi8rLfkfkjckdcPxE85a9nXs9ccPP2MoIjdToaK3NjP0Y16nztqY4hvfqRqsoPHUcPHD/Sc/6UwZgdiZiF09NAEWXo7OEfjVXldcT3aLy9Abc+z9z7I85vGLf1Q/sNuqyGtrbs3Kx2Nif2NgMXrAxvI7G4B0VhROxFFNeovN41EsHTe5+oKw/t6PXi6J1PGr24efjV5kBvO/6kP5yr8oMGhvR+pIo5RZkwbIRNeNDOwBA0OMQDOmHD4BLDgD4kFr5enjevD5Ch062f6CNy02IdMZTUS5LjFV5KFm3qhzUvkfxLBhpnawMfPvif5bVw37bP1ssoHyMxInN7+2Hrxyv3avq9dUu/x+F9XXvnk0Yvrd65lA+9ao8enrlGuYSd/+mBA2DPTSdnG8EgtvPe/SycI96z8cULDoq2fcR51XFpay9o9ErTUXtVvXd5f9Lf86/17S5mpfWtftufzVN1O5vPbPzZe3AHX16t5hec23vkHd1na7398OYZpd9btzz20h7B7awGnsxV5kjNPNHVnuOZq81dqn/1gUOkM0wRRuYbbIamdsOFqQOd9H9G5/7Z+l+J26gzaCEqn9p62b2gzbyiDtbS/jW40B9H/O/oX1X72Ta1+s/WZs2Jkw7iTy/vT3CJGcjCisQjfySGfNL9I+KI5A9nb2+Uj9yennjzhKNXXq881jNyEu3ckzaan5zbO0e8vLj18o+OeXJTLk//hnOt8ONU2sA7DxyjG371fM/CuIKpzc7GFC8wh4vtisgba+DVxhsplluKVhGnbaPavX1iDYLbvs3HGs/Y4rV98DXe8tcY4/Y82kRPvtVy9fRX4Yj/xAxeFsu2o7DBIEbhKG9b/xFY0hGlJZJ/JOeo3J77581RexWR01Ozcnly9K5PT27SWpnfsNbq//+GNkDHk18alznem/eLjPmDCzYaR5BsNjED00j9Dz5j2fjgforsO/HT+rfNUx9E9PX61C9rFO06u8cap3/Ubs9X356jPgc5LJ7m6BPtetpvjq0vR/7N9IC9ETfa2XwycTN1RutaNX8Ub++8yhdRL948o67X6jy/hZ+3zqF8q3yzwUUx8g3HkFEQOIg2t20fLHcbnv0hZDb+kZHag/Zmn7kvR7xmjp/pb+favnjbMdp4TJ91to/m3tiVOdZ8S8QnvEU34/QrxNnXP/gZXmT5L5xoLOWP8i6Kf6QnEbnb6zejRp9ieOpfZf8967+yf9LpqfVpjf06b5VvNhD59IHDsyDg0osWx7Z7az3GwJh1c5uNf+bhETfGz87dc386gGdEzapt+4wp7uO+A9bLnrf3M8acATdiDMpxVnCJxyv9ZoSlg/jT8/0zMrdlCg7RzlVti2vkh6aI3Cv4G8XR209PnsrFy6vevfV65cM3opfex3lW+4bjyY9UWXNkvNdm2rxtOwtHuBRThq5WZ4ufqbvHpTeGP5Zrb90e2w7McoDrxtbqLC493Cr8ZviThan7dzTWqvl5b4vgH5Gzdw15jHlzjag575yempXLu5Y8+alGPP3zzCVuQ1pXe9iQ4KffcOhcewwZZxOdtMEgnix1mRIOWESXxBeTWEzbvnh66jL42Ug7lcgG+0oHqDVF265oxmx+M/HBjt4X4WRhRWiJ5E/uCH+Ukw+gnr5EcfXkqFwRPL05euZjr710R9WPl2YvnS589ONU3/IjVdYwNoFo597Qnq1rNv7VPWx52ptRO3c15163HThygJpq49H6meNwnMkBbK5L+tFR2ivp99IbrSlynyJze/vinc9r/9s8ETyVMyJvy/1JH17EJzkyzvHk53ndDPHi2w1ihpEeGKM/UuXB4U4ONknRc/OvcAA7Gxdu4NOfxQP8owhPotbBVWO0j87f49uBIweoHxuP1lYYh6dqXu3ZRzYH9Et3FnYkDnqiMaL8gjfRsx5XyRnlbXUvvXVH3NO8c3rWpHeuIa36ZmO1hw0VoNePVHGxeW4KOY8iWMSjdW8dRzexsk5xXIFnZQ+/nVtbP22/oj+8qazANcK/TP3yONpn6Yk6ormvyDvSby8/IvZNuqtr99atfN45vfZYebz3o7JWT9/+yBX1DYfM9N6gP4j/u5OFY7HBpGAydFp824aDHavePvOPueoaNr8YB9j/tq7tNdbOxTB5lvWI/7Ns42fhlfyjPZ71c4ZMLLHJwIvGiN6jCP7kJH6ujGsrvPNRIxEeR+SM0n/N/TmrPH2s7J+4DWtd8dsNlZX3NxzKiaFqZx4RRXbEHywVTpUDTlX4nPHoce2NneXYc+9ygP1XbK8r5iorhjexAld8zPYP3CwPsvEidEXuUVRu+R7hfURO7VmUD971EKXfi2eEj545K/snbkNaV33YUPFFfsOh/JgbWQBDmyeSA4fFjtT4iaLlobX0Z3L6xJl5uNJXZCyjfizubsc7oL2lLtnnFvVovF1Xpd/ybfvZPL8FP0Pn6hiR/KNyR+TlvcTzWozgKX6eeT1zwc3bywiOXvtcitvKDxvakIhvONqN9i7ONr/tqzi8C8TmP2qjcRY+vGbjw2MktvtnvR3Ju8+d50C7p/OY+CJzvalGdczWCZ8fNvl/zsaPUMzeRuTGr0iMyNzenuDHKnlX4Fl5/9lvL47k89wXL25unFb7p3Ct8KhvOMBQAeiYsWnCzsJF5yytwu0d8MKHTE96fO6OwZ/z2j66mN+xjgN2r7RPtm/bdRh/ZiLeVgvtVfV8VnxtBb5cWz2+KsPvDIzI+onkH5UbP8Yr5HcGcfXOG6X/N+vxVqRuL/3si3e+cfd+Z/DipoxDufh2g/ib4jotfcMhE4aMuCA3On9LQXgq5hlHhp93deH/LE/u8r26Hq+JOg+tV3Psdc8csD63bfVtrdn5Z2g1z6qiSzyyuYDXxpo7dZ+Vrd/7Z38+I3rPovl/VlhnBTXqxcjbW2rBM69yeev28k950OyZ0ztXKf9W/I/+2g3hGw6K07PgWyw2LxKjh5mJVw3f8sF/xmb6AgfvKI3S1UbhoN/Oa3wf1xzo+deO2UzM2bHV2tJAvcC9gq4eL/hlRPAzsMDI9D0aC/+icFbLqz2O4BzlszdX7jFeedHNteMRvbjBRZp1eOX1yvPDyv/PYX4rf7OBnfwOh8yg6JlbPbLBxGw91T0Vv1neRO4FmmxUmxsc2BpjjR2j/Y2x9UMe4FPPPzzqncfcyrHyPXG259RF9P6is62/CNwsTeKOLk8dmfy9eUfsb+Xr1/rnXQsRur33x7tWI/jZPRpte/Mb5TPlfB44BO5d9EeCvAvtCKcdz9JncS0mbaJdN7MtPnAizuQThY02Ijjq89IY80S7zs4zvkpEDxHe6vPSGPN2rB1X/42H1WzbFbTafZnBZxY+b9Tgz9DugQl/okfOzBxRvMlL9NKkfN45xc07p3c+L//aPN48ua5bnKd9b35PeRydN8TvDd9uyBj7wKG+ikDGDJmjRBeODAxoCAttjGVGtBIzse9g4VF1nnc0PVlr9autF96Qz65hjGjnbJt5xaPxdu5o3dF473ytfcpf+b7lkEc6zrz9WZH3J1za/ctj8IM0C1/68SBbsydehn/UrydvvI/I7cnT5oKzHfNoR+X14GZzePJULs988IzISe7R6MnNxb+V/2Uquxn8DgdjMocbi20z7x3ZWDC989t8YGksQ5vFtm1pnYlvudg2/rAXcCTatd/SxhPp7bXtGJ7IP/aYMbvOztlx1kacr9wWizYR7G+J0i2fdVT1oArHWf5k4a6OQ51E64jO/3M1+vxp77E+GeveJ6w+asGOebS9/fSsJc9ceOWtdzjfW77haB84ZDgbKJPeeKBP2tTO1jkb/9Oe9vjN8OkTz6rz1r8ex9nzPU7fOvZpL2b6wpsUcRaXGfjcb6L3Jzo/exaJE/3+Fbn/Eb5E5GQfvaM314i98s7pqdkzF3vrnXPYv7c8bMjg9keqMF1Rxnubb/PbNjhEOxfVtli2HYXX5rWYtInt2pl9OCnymslnY28H7jpA3RJ1vtrVDjjN5gk+Mcsni6f2Pq45EOVVVF6pisitnPqA531EcV2BpzdHz3zaa8/9jqofT81L5zp74ECYNiHigiM/MQMDLBvBJdq5jDa4xAxMD4zV+Hpo3jnWc4A69XxjinABnhG5n+TM9itbfwaeMKJwyEt8ssdXzonOf4XDnTXefL3z3dFyZ20ET+WMyHtH19FaeBGP1t0dL5XvTd9uaCOuPHBoXeabjzbce9Ol4eyw+rKxLS/xsPpncrG82ja8LFfWMEd/x+1ApgPUJBHsqnXZ8mr78M+K4BOjcbNwpAMsYpQ25Y/EUG7eK7w1wD2Cf3TuCC+8cypfhLeePNknz5zeuiPq334OHNHO/hIf5Xrbw4ZMuPrAMWTcI7dzT0IfMRf9N1qL73UB/EaIaYk3rxiEnXU70HeAa2bF+rPc++riRy0H2vGocxBWuZ9ecSdqryI9Um7v/FE+aA+8uV7Z17trIvRH7NNdXdnr5aOXly5185Z/mcpuZO+Xxu28bdvNcDHUJu+0s/GgIG3CtpG5zNjqh1Mmh6dYlrtyzPbyqY59Xj0HuA5sjdl2PcZ/Murx/3NFXm82F/aNGKk8CyP6vTFyz8gdsQ9R/vPe4skZHyI4e+eM0u/pp3J56/bO5+mjC7dv/obDFp/nxti8vbawOFw2kWQnERxFi39ySvgUnMKBggBa/m0/CHanfZED1Ezm/cfTPvHXqwJ/66Wnxqu58OLq+tF16B3Nc3Y+GMSztU/myBtVP+QnPuH4lnMiPJavq3gr/ZWPCB89c7r49+3fcFCAnhtDzqMIlqLLJh4BHYyDPwO7R6kanx7HszH4t2tm7W/LY/drOECd6LrrtWuwvMai5U//2tn+q8An+iOcZ8zGzcADw9bruQv3ZyNzR/In933Fn8+Iyh2RN2L/InjKdc+8nrng5u1lBMfP1Xuw4o3fbCD16u9wsL6N2ijvzWox6GfhgGdjpk6L+6ldldcn3szDXzcQHfR/evvPb3PgbP81t+Jha7sKfzhl8Zm5d9FapQ2MKJ3KG5k7kj+5s2ptBAefvTmTd4RbxrkRPL29lA9e14K3Xpd8b/xmg+IdeeCQuRHFBLdeZEMVZxzgEmdwECY+ZPvvqdd6aNtWH21P3J1rvgO9/e6xatf11lQcE2/7mskRD+EjLoxl8BKW7lMWPws3CzPST/yL8oy98c6PJ0TP/MoZkZf3U8/cykVeLw+i9HvxI483T899EUfvfXHJt7/hoHz+jhQA8e8VcSMzMK2a2fjiAgdF27Y8V2nDH766eBkjMrfj+g5oT3lJzcp7bLnbdoVd4jpyeTN8KCjTE2Fl4GXhyPJIPVG5qbuHJfOa0yJ88L6WqWXvvJU3Ec2lOL75YUNGj3zDYTcq4qKy+XttLo6oG2YPU2PgzcI/4gU3uxdwPTun6lzLXX37gjfriIzvOM8B9sJGtXnNY+aPLE1cc+j1R7mXER5EnW3b97LdXw2WIvfJ+1nunQFmBh66orHQdM+J+atX5C3O3ry987Gz3nmpY6+8XnnQq+idU5rRbXGetsVvmOObf5xKxt75Z3HPNgKjFT038QpmFl7LBc2z8Fs+9OHFXhCZf0tEp/xHI/EtGqvraP1mT8SbOTtWXc9dfpU14jvxrraR9VyTypGFbzFHuF89N1rXzn91J3zWRdRPRE4ftX9m8a61CN3eOctpfvu3Gyo5r284bPmykUQ7F9EWDljECJyjnOATj9bNGLd+0CbO4BOBiZ5eZEy4tIkRXN6cE9+IaFWfF2PEdi3jK0a0tFoZr6AJbnpznnGAn4kNZtY+ZOFEeYhfETWSkdvbfzh759X+rZAzgmNE7Xrz9K5/b34RHk7PGfHAIVGzzPcuorsbJHxpn6X/iK/4wI011TjCyyNabWrf1W/P9+CzWg6r/4l/q+k944sXK1w/3P/gfKYrYm42foQmmzPDV643i+vdbmvZK3/k/pPbi2tknqg9zKg/D188eX67lx77USaH149UHQmi8DJuFi2W+hm4VrvFtG27Zlbb+kNbXKrxjPKn1Yz2Fk81oxe+2Ki1dk796scn/tYXabH6rTa7zrbtmje18U2aKuudzW0GPnuTgZ2FhRbuL97XUlb+CN5RnnhzJV8EX/YPjIqRa8Wbm7efnl665PqGH6dSUUR9w2ELTsWSeagAogr/ig6L71KMV0BvrLGcbPtGilcvbffP3uxsWyY89Y/ziHcN5Tzi0fmat5xtW+f0ztdYb1zrv+Vofauqe/Y+ga+6yjwy8dprJlonnnrjSEe2Fg8NkZyjvI7K6+GnzeHNM2KvvHN6avbMZfflte3obzhkHJuiwsk8LK7as/CleQb+Ha/h18Y7Od62Vl7oIH5qH90Yj8bbvEfrjsavnt+u+yWq0cXYt0Z51PpsfavkS0VemZwysbL2XZra+vPEjvYsmr+nF+SK8AQfwPCKUVy9+JHHm2eUn/AdjbpmdQzp1rcb+tepvuFbjoxvOH62ZN6fQ8XgQHs2/lUJRzw1fjR3Nfeb1+ENsdV6NM465omME4/G2/lP61i/448D+NXGiv7AsRK3ipy8/ZHGaJ3kJ0Zo8M5p88GbaOdG28oZkXeU19n53ny9851xH5mL4Bn5ED6iVeeilziU7xseNmSQvuGQYTypaSzqaDcmAxMttnAzccFXnKnf8vjUhidR6/FMY7Q/5dnz24FqDlC/NlbjaPnA096/7Hx2W3xmHVnYWTjyMRorOn9ULUTzjsrvfZ1G8YzK61UPUfw887rs9bc8aFAY9hsOz80gfy/O+MCapa2n92gMTsSjdRXGV+BYwafNYR0HVqhp3tRW4Bq582/Un6Ep+r02SoN4R3P3rld54e3HCh54a9a+rLj/3vX0ynz8DgdFoxhd5BZLpkbjtRtnNdp2uy6jjxdgzeYDj16EKxzpZ+9fj9se2w5YB3o1Sr0S7foq7Zb3bF54pWucdianbMwM/8GI9DHDt0iMiNwROdlD79zKF3XNeXKN4unJMXKPyH07fts3Gxhkv+FgLDPO+rCqguZiydR7hlWNzyeumrf7F3GTOOOw57YD1gHqj+uIvtbYtj2nUhuOxArcuL5ncBIm+BleoJEYhSlNGRhR/JU3kn9k7ihPvOs0okbkq7e33rrZn6i85B+Nwz7ql8T1GiWy2vl8w9HyxtBoQ8ARfjRWq1H92fhwsjzs2AxPwL8Se7x1HuPir3Z1HeK8j3UdoN5Q0PYZrxrhy/VSgSecZnABmxjNYeNcdzjaq6hrICpvhB8ROSP0R/BUJXrm9cwFt2Evv/Ubjt4DhzZo2FDtzM3DFobwM49WbzY+Wq0HjCmyJ3asYrvHH29neVrRp83Jx4G23tq+D0pclpZv249D7mcGf9a1Cn6fnf9oFh443Av9lfxkBCcqf3TeKP4r5RVX7zqJ0u9dDxE8vb2U5gie3l6WzHf0I1UYqki7pAAnUtLImyzRKfVQGvyH02p7YfnTliGr6RjaxH3yIweoERupIeKjxBNParVMpHIKDc/TRQtPoo/7aqQUYYEDbiReVG5xX5G/9d/LG7xgX73yksfT5wj94unJEd3ekX3yyuui+Vu/3dAmHD1weG3Q0zwuG3sTHEzvIr1Jo7scbt3JBQZ7/K3PvfkFZG2KAQ5QC3ozp00MgNsp/+3zTI+FnY2fiRmtLUNL1IdrXYDR/L39xwvvvPLC+7D3Ue/cXvnYf3z1yrvzFHPg6gMHBZF9gWXjtdszG9/ygYsibTu/Srvlrj43RebauIq2zfO+A3avbS3cz1TvjFabGDI2k63lYNszOGXiCysbL/pDlPREYeBVpG9gRNReVO6IvBEeR/DUPnnnpX698nrlsTU5nFPfbHzztxsy8+oDh9ZSFGpnHNpgYQ5v9EOys/E/0Ra/Wd584nZ33uqgrThz/+9q2OvvOaD9tXvM/cXu/72M9VZXrl/8n+XaLHzqLFq3re0orGiM6PqFf4Q/yr3SEVGX0fvn5a/3XkXoHt6fb/2XqWyR9H5p3M7bNkUReZOweGqDSXt401uAD/0efqb+D/R+TcORiyzboyscn65Bm863baux2n481fq289p9sftntTJOtHOrtdHAtViJv7hV4IVH2d6AS8zAz8CKxIjMjf8ZGGCNRPGMuH4i9Ufk9s7pnW9kj8/OHeL57d9sYOydbzg4hzi0ASS5GIVlP2RePM1tGVqJSmzbbkCDibghVuQ2Iq2nx47ZtnDa/gj2Pve+A9Z/tW3/frZ1zuAeVUkvXLg3zHQTLpkchJmJm4UXqSlDQzR/7xqLun64Z3jyjdq/yD3z1u+Vz8XLb/w/N3ob8PSBwxaebfcwvMbsxmdh9rhz44m4UfTwro7hj3jBUefO9Ooq97vr0EREJ330q89Y276L+a3rz/zDUxutT5xrx97Qtrqsdjs+W6flAscZnOBBzOKQrTkDDw+JUV5GvbfBm+jJXzkj8sIxKndE3oj9i+CJt14xiuOwn/sbjp8tfvrAQYFog4c3g2QXoy0q2754+vAyi2nbw4mdEogTvBSz98dJxuM0Vr+SSD9+2LbmGFd7H30HrGe23V/9XZ5Wrp8re3W0h57js3gI921Hhpft/dPTw0j+7HfENRmRU76ultezFqL0e3saWbPefpbPN/rAgUDvTSbvWbSYtn12juecxaRN9MQZzSVO7Ws050rn2z351LY+WY1H59k1ldqWr3jZvm3DmTHF3qtdpz7nMPfmiFa8qaq/x3PGvlgemfgWl3YGfjQW+YlRmpSfD+4RGFH8o/JGeBCZM8qHiLwROb29Fcdhnvvbjd/b4vHAwYYQf2fPaQl35lMouok5qsdRVuM7rrifAR+IdpXGeuNaw3gb7fmsY42da8faPms13ptrx9r+GTZzvaixffx2oOfr79k6rao8M3lFflhudxpdxHbeqx+dH57gEBn3iOSM3B8wPPjaHKvltdw92lH6PbjZHBE8h+t1P2zYLfqv/7rzr1T9eeZxj40f3qxjiNMZ4c/CFjGrfzaXI6PgZbkerf3WcbxBv+3TbqPWMsZ5iqrHdtyO2Xpt1z09v81j+7SJwtjHjwNHnhyNz/ZNvD7VTyZHfCJmYeNDBm4WFjjyMEqXxYjaK3uv88aAf4Q/ETkj99Lb59X0e9WWi+79sPH3dnh8w2GzumyUTXixDa6iffO9eHrYskpcWpF4xrj67RhzO15z4Mi/3rgdo01s0Xrjdow2sT1/948dwDNF2sera83AlziDHdiKtDN5WEzbjuaQgcUHyAysSL+i+Uflr/z+3e6XPPD2YQX93prlq3QPa9//MpWs/POI+IYDBApheONIeCMKW7jEG6e6LUW/Es7m8kmU5aq1bX/GHn7ivOe3AyMO2Bq37ZGcGeeKK/eTDLwzjNlc2DfiGVevuQzNWXrAIXp5RJ6ovNH5I3lH5FbOiHtCFFf2bzSW1r2/4fh7e72/4WgRZnxQ5SKhGFtOM/pwArvtM14hWm7sn8bseAWem8N24I4Dtn5pU9938sxayzUY8cHirqbZ/lkv7nJ/uh5MnY/+p7k+nRddl/CPxonKb/fik5dP5iN4R3IWX/b0id7eORH5vHNG7JO8cMm7v+H4u6wiv+EQGgXmsoF/0/84Mhu/JViNT8uv7cNX4/amNms/W367vx04ckC1S80q0rbrbX3b8UptOMKf/iyO1tcZHKx+247igl78j8KxeSN1oScSQ1qi8mfwj+AeVT8RXG0terUj9EdpH8q7v9k4LpnobzhA1gYObSKJHsbZ+Ee0q/Lq8e3tX8u/t6aXa49tByIcaOtRGLzRrVqb4q9jVf4/7Nf9M7N+evXr7Rz15J2XfCvXaZT/kXnx3StG7F+Ufi/N5BnmqYeN/c0Gdv4dsx44QKaYiYxnRXCJWbgtjvD14uY/m0/L71Mf/qzr8e+NsX7H7UCkA9ReW6eRmJ654U30zH03V89Lxu7mGlmf7QV4M7SO+HR2bpamKM/ISzzTWmVOXHmf9+YUldfT3yj9nhzd9kUPG/sbjmM7eeCYsXkzMK0Ts/HFxXKgTbRcV2iLt26AirRX4L05rukA1wn1Rn9FNZa7bVfQwjUd9eHmikZ5ko2fiSd91fb9yr68ZU20/xF7G83Za2+5f3jli8jj5uV+2DjfHj1wyOzMouDiy7yhWxdm41subbvdC7i266r2LV+16dO2/aoaNq+aDtgaUnvW/cPbHbSgzzv/k3ziooPYtn9NJvwxC9/iRssUVkYtR2tS/kiMyNxR/otzRO6IvMrp7bF3vn8o/jq887rt0f5xKraoH/mlcW2gTCf2V/uOUjRum32T3mz8I7rwYi+IR+urj6On5cn4rP1v+ex+TQdsndAWU9uuyfwzK2ngvvt5dfwK+AgJf4nx6H8iwCUT32LZ9p/M/HpgEP0y/84UmRsUYUTVcST/SN7yJsoT5fb2JYJrRE5p9z5cvNzfbnzeFn6kSitdTP8M+dcK4YJN/GtR4AD4xECo26mtH7SJt5MVOaHlr759QbNdx/iO73LA7jN1IIW2TX9l5eisrkv89EFhxoFHYLd9xiNiFlYWToRHvZzoIfbWjI5F1mMUb+WNyO2dk3zE0b2y56+QM4Kj9WC3jQP2gYNhbcCsTYi8saDvLPJEPkv/ETfxgRtrqnGE10hEo9Vm2yO597m1HLD7Spvrn34txs/YoIXaJgvj9CvE2f7jUbY3wkN79D6AE6kxMjf+ZGBEYkXueZQ3EXmpR7z2iOIZwTUip4feneOiA70HDp3Kjf9iGpdlUUV6h5w4SPsM/Z942ovtqP0pR/V5q0tc6SvysuNtW/191HDA7p0Y9faPNe18DQVjLFbRxr4Qx1TfPxufKuDfZ3/9DKsPzdfPvreS968oHOUVRuRh/fLGwReiV37yRXhDbi+u5FFe79wR+uFbMu4fp7q2LUcPHCpAblrXMvmtirgA7rADf5b+u1zvrH/DWntztO03aFtNw5H/Guf6IaLt6Bzm3xCt/sp6Zu/FN+HrOmivhajaiPZVOnRE4oDxg7TGn+xvpC+eTkTxjMi7Sk7P/XldrqMHDgm1G2zbWSYIcwYu+iy2bTNfKcKvjZU4enNBq/LSVrQvMJm3a5nb8bMDn/xjHu+tz8x9Rll3BRp7+qupgiOcZ/PjQ1oWjxn6szAz9jRDCxgRNRHpUVTuqLze/kbxjMjrlnN/u3G9jM4eOMjitjEkvBmFP5PDTOw7Vh3xPBq/k3uFtT2dGuuNS0873vZX0OzJ8Uj/p3HmiZ6cKudCbxsrcoZjJW5wImZyy/zb82x92XiZ+1YZK8r3lfJGXFdR+l1qaT9s3LPxygMHGbXxszafvwWbhS8P0E/El2oRj3o8mavGOYOP9UPto5piHdFy05gOYtv+NTn5D8vb8rRc7bhts4Ycdo4x1kyWOQUePxSpnylELoLCF670L57uvkz4vNyTX0iIfuKFU4aWZOCAQRwi/OHk1TEi+EfkZBuiciuv7gkRhydnz1xWq0ve/bBhLb3WvvPAcS1jzKrIC+QpY3Hi9TRH1nkuF1gW2SQc6wltIhTOPqhprV3f9snxKZKD+Gl9O895Pfyr/G2ONv/u9x3As/5sjdGz/a/BcLPYDvw40Lt/fbs3UQ8F8tX7/hWxf5H6v722puj/1z//M+L/eYBMIajIaD9I8/gUMGfh94iLUyU+PY6MwVV9vGRuxzEHrLdkasfaPusUe3PtWNu35+/2uANcx4o6VvG75f3Dft6fs/3Lxs/2H30ZOxyJleFbBP+InNrLqLyr5Y7wwSXn/nbj2S3n6QMHaHojnnnMxke7/UBShRPczqLlqgvR9s/O23Pbgbc50NY/fZc3qASzqvKczSsLXzj2fSByy9GUgQdWpB7ljsKJyosfUfm985IvqmbIjy+jsWy+/bDxfGv/x/NTf51pi2LGh9XZ+NgHDzxo+6yrFuHZ46U59PTm99h24C0OtNcBfWJ1nRV5zuSUjZ2JJyw+NEbiRua211MUTlReuEfmj8gdVTMRXPHYM6J/KOd+2Biy77+8foeDzZxVfLPx2QXp10t87DHLF8vhShv+7dpV+Le8d387cOYA9c71Sv/snEpz1fjO5gM++5mxV8IET+19XHcg2i/25Tqj6ysjclO/11lcWxmZ9xqD66siasJV/z+/hhCx99cdWnil1wOHNnTmJszGb0uAi4ZCxxvG2/XV+vC0/GmLK/PVeG8+24HWAVur1DCRtXYNYxUjPFv+1bjCcxavbPwsPHCIUf5m5I/GkDfeGORTpB21B155xZPPH145yROV19NbN/18u0HEhB2vO+D1wCFEioR4nYXPSnAVaftkHs9Sjc9dRT3+dsy27+be67cDkQ7oTXHXZ6TDP/7O9FjY2fgzMGN38Sd7to/emiL3JfIDtnhH5I+6/0X67FkTUfo9OX5NLs8HDmsaNy2inctsz8a3WuGiSNvOr9KGOzdH9fdFvcruvZcndSmFtIl2bCUH4K9o27M1wKWCr+LCvSjLl2xM4VnPI3RGY8Cf6K2BvFG1gD/gePKHs3du73xoVl44MzYaldObr1u+/a3G6Pb+nB/1wKHsFKXbpt+UPBv/E13xm+XNJ25X5i1/63Wrqe1fyb3XbAeuOEBt9erPzl3JVW2N1VSNm/iIHx7P4GfxZ/DIwszC8f4A2daE8kdqIX8URqQ/kZyjcnvnjfCXmmhrcfcnORD5wCFJtihtO0uuxaRNzOLwCUd84ET8dE7F+Za71SW+zBMratic6jpA3RBhSp/I+IpRGqwO256tBy7EWXyEr1fEB5QzTeBm6s/AytIVrWXV/FG82dezmn4yF8n3CZ+zc4a57m82zuy9Pxf9wAEjbXz2GwTYihQe0Y7ZdbPbPJFbnrM5PcFv+auPNvK1axjfcTtga0Ptb6kf7pFW/+xqgEt7/VbhFc3D6o/GIr8wwWVs1ZihJdKrKP7RnFetFw/ernu2Hzo8tuQnR9YDh9BsEURebFfcsfi2feXcqDXWH/vmXoXfqG6rg7bVbNujWPv8dRzo1QL1z5zUHLXXUfqbaatFfV6/V81t9TjOYASP2f7AI9IDMHjwjMICJyp/Zt4oLVF55Y1yR+5xRG5xjvAkIm+Efu3bPgYdGP2P/57A26JVe1ZxCHcm/pl3eAQ/4tk5b5lD+6y6eIuPK+jo1TX7vwL/UY6VtXJ/HNU4ev5MHtRn5j5lYHFvjcZaOX9k3UX6H+356PVsz4/iGpXXct/tBw7wwKEN4iJ4kObRKbOLwuKjn/hIUNBJ8CQKJnuvgqT9J63VxiBj9sZP+2360fzWqL1k73oa2eve3BvGevorau7xnOG/5THjWrd7Y9tRXqA3Kr/Nm6XHYq7WjvQoOvfZffbpPkRyfsqpd554utwv9o9R9ewdH9OPVM0spoiL464r6CfePX/W+tX4PvXpSCfjbXyKs88bc4B9sFk01htv19j+29qf9L9Nr4ce+6HhW/x7m067hx410eaI9iuSf2Rub1+887GPyuvtg1u+/b+Js02+kW84lJUCIPoi9bPZYs7E7bP5GYWTircKp5YvvCzXds0b++hto9XKHGP2JqS5yvsK56qx5x9jcG79/zTO/FviavrZP3gTZ+3Ht+Fn6s3AAoPoWUfKyf3bM6/NBW+inRttk5M4ms+ev0pOcRbXqH0c9mF/u2HLyrfd/tL48GY9pAcu8WEa99Psh1X35IMJW6/Ub8cGIZY5Hd1EiHNTa8eZV2SOaOe+oY1uYqtZ4705O848sc3x5j6arR+r6LXcZ3Oe5Z/1gHaWF9l4kboy9i/y/XjVvYjkvZLfGfUXef18Re72gUOi+ZCmdmQxK//RAS7xaF3kOAUMB2Ik5tPcLTf6irSf5l75PKudto22LZ22rzavdk59Haz/6f3ut+PMR0dwbbRt4dO3bcZsVJt+b63Gvv3AH+IKfsCVOJMzHIjZXIRr3+8y8NFKjMS0GLYdgRn54VR8xZ9XFP9IjyJyk5Po5Qv5iF55lUc5I2plOOf+ZsNzm/u5eg8cFFlUYfSZ/B4Fl/h7Zl7LeiIW9OcxOkaGW+sf48dn7hk50POJMTxVpI1rvTXMKTLftllj5xmz0c7bNmsYU+RDFDfh3hxjnE88Gmf+W6P1RW298HcFTyxnq2UGd/Bn+TcTn2szw3ew0BuJmYGx+f/pgPY34hqibv5E8+lF5R6uP/3exn7o8Nnkoyz/+sfk//do0oxHFLVJ/7E5G79HsCKnHk/G7IW+Gnc0rByt/0c62JfezfPK+Ud59/hzB7QXZ/vyPHPOmdRSlfrBT3jluPAbZSZ+puYsrGic6PyqjEiMFXNHcV4i737o+H2z9G7ZXxo/y61C4U33bF3UHIU6k0NPW1VeZ1zt3Er8Le8V23h9xv1szdncWc49d88B+WzvM1U+qN9T8Xs1/Hf9/PYku5XpfVu/kVozdFG/ETpW5+/tCX54ex6d18WH/aDhYuNpkqsPHEpii+Y0aeCkOHAxKM488EMc4DWTzx1suOPlavzvaN1rtwN3HeD6uHtelfWV+HNvsZxsO9MzcIkZ2MLiPpuBJ4xofeSP1AVGpGeR/CP3Icob/PDMr1wReeUvedXexwIO9H6H4yptz6K8imnXzca3XNSGD7Gdr9i3XGkTK/LdnLYDXg7YOlfb9r0wsvJY7radhX+Gw4cCxW872Avi2/RH6oquF3GP5P+2vX6qh+v/6flH57ntn77Z2N9uHNnsO/7kgYONjr4hHCnlJjEL/4iXxsXNXmBwPTun0hx82yiOGmO8EufNZTtwxQFbv2pz/7A1bdtXclZYgxbFKvzhQZRPtp3lG5iKtDOwM7HQk6UxQ1s0hvJz/eOfZ8zai+qco/bRbf/0oLH/kz/PMjrP9eSBg4yzL6rZ+PjQRi4yLgr67brqfXgroqXlzJp2fPe3A1UcoEbbDxjUdRWed3nA3/4Fx90c3uvxWnlpE72xruTL9sZqte0rXJ+sAYP4JMedc4TTXkd3zv+0VvnBiNYUkR/+n3Q+nY/MH7Gvkdff8P7xsLG/3XhajvfPG3ngAG1440n0MHIREh+mCTnNekObGAIYmBTeirQFd9QOpLJTbwe6DrS12PZ1kh3rJik6CG9F2qJq2xWoi0/Eh5cr2qwXatv+lfM91mRiRn6ga71AF7Gd9+xHYJCT6Mk3I1cUb+Xl5a0jgrNbzv3P4Hpv9+d8Hg8cQnErgs+UT1dwA67CB7LiAzc7RnvFaD2mzQcN+ivq2pzXdYBrrK2/tr+SQrijrTL32dc/HuFZtlfoz8DN0iicLKxI/6iNyL2J4I//EbmjvIBzVP7hvPtbjWELHyW4869UfQLgpjTzwrAc1OYmM5MTvsFN/bZdgR88n0Y0SQu+k8v236AVXTvmOtBe09RcLoscNKvNtnPQr6PM5iZ8e3+5ztxn5Qz9YBJ9lMzJkqUhCkd5o+svOr/3zkfxddlDHjaI3uJ3vmMHvL7hsAgqCpfCsElvtu1NQMVf9ZjtU4Qv7f7bm0+7F2/UH+HpzvnjgK2lN3vC/au6xtnX72yfZujPxIzGIn/7vuBd9+BE5I3mHnnPi/SltNf7F8W9t+davogHDpCjipn8n6LFt+1P582Yh18bZ3DxxkST8qptX2Cxhsj4jt/hAPtuo9pHfbnC3BscQguxsj5x5FXFe+tbFqdMTLCI0RqFk4UV+YE62iceNqK8ityHCM4RObWH5CU+3le+1SA+TrRPfORA5AOHCKlAeD0i6HDScJE6cLiS4ojn0fiVnCusQR+x5azxo7l27e6v40C7p20fJUfjzK8a0XUUq+gSPzhW4SQecCJW4ubJ5a36pCv6YUMYUf6Rl+i55yvn8vbDO9/K3i7P3fN3OM7MsDcW/lbgbH3EXFu4s3h80gZPol2vsaq8Lc+Rdk83mtFPHMHZ58Y70O6T3Vvtqe3DpjfG3OoRP2ysrAme4lhhX2ZzyMaf4X+GRnRFYUXl5VqN5B/JPTK3vDm6p+Pb3Qhfl7z7W4279vuvj/6GA8ZcoPQrRHHiVYHPGQcuvLM1b57r6WfvmCO+2YeK2vCdaDnyRtGb643Zc9/eXkH/2f69fX8q6Mv0X/WYWZPRWPIu8ojiH807Kn9E/cA1yuvI+ti5Ow5kPXAImqIh2rEOtdQhOBFTwS+CwY2o02z7Yppll6GVaIUwZqPavLTWztlzd/vcgdY3+jqLdi9qjHG7Vu23H+i2HtixqvotR8t9Fl/LAW6ZXCymbUdzQHcWpnD4cBelLUOT9cu2PTVFehXFWfrJTfT2xDMfudy47m83sHRuzHzgsEpVSHpF3+Qs5qe2W3F/AnKY7/m3En8HCw5TWB+oL8YUNabIGInaPuPfEs/0M6do/cNf6xFr7di3tfEIf1bwBI7ECns22z/2MdsTdGftATqz8CJw2COiNwZ5o7wiP9Gbf2S+iHqVDxF5I33YuT84oN/hoMBnbC7YojkD/8geeFXi1OMKz6O56vx7vD3Hev7YMdu2uO249VFztq/zzsZ6cxbrbruX72ysnaOveHRcnTtbd5T7jeN4ijZ8ITJeNVbkOZvTTPws7AwcMHTPpB11HURiROaO8kN5oz2PzD+ce3+zEVla93PzDQcfoIY3+D6FX2dwMc/Ct7R7HHpj9pwqbfHsce2NVeFcMXe7EQAAQABJREFUiceZfz0PWW/rt11n51qtnM9427fjtG1kvcW4g29zqU2+dnz3+w7g15n//TNrjMK/Bpv59TfTD7AV33To2tARpcvmte0fVJ8/lTcytw/Lfhb878+OjUZ44ppz/38bYxvsffa//tmQ//3vpJGFeYU3b9qzefS4wkkXA+3euqpjcF6Vf1VfR3lpX7jB2nab92yuXbv7cQ5w/VzZszgWzzO3/J9nijkTX2Oyf846Cz9rX7Jw5HSml5FYGZ5F8/9c+fdXRHF2yatvNvSwsb/huL+xkWfwDYcw2GhiJG4vN7iKtHvrZoxV43PXgx7/3tjdvHv9mAN2D2y7zXo2167d/TwH9r74eC0fZ3oJPn8x46PqPAt623h+1thspr5orEzfwBpz/8+zyUn8c9anF5U7Kq+P6n+y7IcNNytdE9kHDiWmkNroCnojGTxunBK2FC6KtMPAAhLDGf7tGwLzAdA75XZgKQe4Fmy07VXEWM62PZs/XMTDtmfwEj73wiwuFjNLszB5RWNG+5jlX6QOai5iLyJ5R/BVTnF24b2/1YjaovG8Z//xnzZfFwVxHO1eBnCJ986OXy1eOiJvHD8IMX9a/nhMjEHcWbcDtR3gmhBL2sTazP9mx7VclX8FXjM9ytIPDu/lf1eK30gWVpaWSBy88nP/d6ZI3r9RfFuunPdDh+/meGU7e+AQhr0o1FZRZB49/Bk8zjRbjlqX7dEZtytz8LeRi381LVf07jXf7UB7/6Du3+AKWrhu6VfQVoULPLI9Ei731ez9yMbF4widkblbvhFYETnhTW5qm3GPSG6PXDaHe97941TW3lrt9keqjtipKCKK+AivHacoiZq37Xb9jL784cZejdtdPyx/tW3/bq69fjsw04Gj2j0an8l1FJt7dCVtcIHbqEaP87lPe+S6mmMGJtzYA/o7Hjsgr6L9iroWyBvBn9zHzj2bUV633PpmY3+78WwjMs769A2H5UARqzjUdisSC3KxDRctn80FypaT9agKP3jeiVYTbatNuVbWd8eLvXYtB2xdUrsooE9kfJV4pq2KBstRnGZ7bfFtO9ovfMjEzPQ7S1cGTuRewZ/3z4i6A8Mzd6QnbnXKQ8b+dsNz6/1zXf2GwyLborZtuyajHXnhjvLHl+iLdZTnk/PRpnNt+0mufc52IMIBe93pPvHWo/L1Z+/Ps3nOxLc+ZNVhlt4snAzf0EKMwIyshSjeS3DWg4Y2jAePiM3bOccdePLAAaoK/NcmM5AcucDsBcFYMpVTODgp8jo9YZFJdIku7TYihXH6O24HnjrQqyXGiMpNm/gUr8J5aFC07QrcLAfLjbadz2qDTczCBQdcRdrMRcZMrEgdbe5oXcof+VkG/sRW32g/Ku8or7Pz3Tjvh4wzm2vNjTxwoMStcEh4M4JPvHn6tOWr8f1kFHqIWq+27dscR+N2zW5vB45qiPo5im9xDn3V9cCTOJOv/fBYgU+GF+gkRmNunGsOR/u0ev5rLn5YtR86PhhUZPrO73D0KEcXew/z0xic+ObDvvl8OjdrXhzhJ8yKHEe9YB/I0/bRjBes2/G7HaBO2uuDcblDm/gmx440HY3P1i5eXMuzuQh/tk/gE6M9yfQfrGhtWTjR9ZLhU0R9LcN7P2hEbH9cztEHDpjZAq305lOJC14RrWcao1+ZM9w9InrJRf9b9KP726P2XXvO/vf8OJvrrV9p7Ir+qnrYF+JMnrM5zMSfiR2x51nvAdG+fbqvRXjnkRP/o/3x4LpzLOSAx49U9eRSqMTemugxYfMS1kwun7S23Ohb/p9yrDyPXjSgm6hx1hDtGOftWMuBs/3rzVn2dp/t+JvaaCRW1gbHNs7kPJtLFfyMPcjQajFoe2sjL9E7v/IpNy/v/PAmeuYnZwR3coIxxFvfbOxvN4YsnHJyxAOHCoone56Up4gzoBR5G82SMk3L0frHeBmiQUR6OhlTpLZoQ4M19HfMdaDnP/XLHHtGP5dhHTTpxws8qsPumAmcZ+8f+LO9m4Uv/XhwvFt+MxlYwpCf0VhZGH7u/5kpkn9k7j9VDPR40OBfphpItU9NdiDigUMSuGko0k6WdggnPrqwVjjwDs6KjK3AP4Kj1Y8fdkyYjNO2PNq1dm63/3ag9avXPxprx5W9N/Y36ntGrF61z/qVVMMTztwzGZ/FVfh8MILbDC5gZ/uB/izN2fqidWXoicSIzB3pPfePIQw9bPCgwYPHUMJ9cqoDUQ8crQhdJJUuFLhU49X6Zvvi2l60K/G3WqLaPT/sh5MWt13f9lmv8Tcerd62L82f/LO+9M6389/YPvOvoh/UOvcaIuMVOc/ghC8Z2K33bT+DQxSG1WLbnnhReVuOwsnCarFH+5HcI3OP6t7nJzqgx8X/nYgnKN6AM2/YVyRW43OVsy7mFblf0Re9hloUjm23uPiL18R2ne2zhqg52kS7vm2zhuh1vsWxmm3brtnt+w5oz1Y+KvGn/itwmsFhlv4srdE4mf5FaonMzb0qAsPN//2NBtu0bvT6V6qeOEAhPjk34hz4ECMwvHOKqw4iHxr5gPwzu/88cgDfNG/b7XrNtZ721uO/zrftiueLo9Vg25rbx3UH8M7u+fWz56+szB9PifPdymfA/mQgZ2Fl4WTUTbQW5Y/UkcHfpXb141T7wcPFyilJsn6kyoqjuHUBVTvaCxuu1Xge8Tnjv5qWI42zxvGP2ONh52xba+kTZ53fw91j9xywe6g29zI7fi/jvNUV+eMjUe7YdpZbYCrSzsAGS5HaisZFYwYeuqKx8DHauygdlr9te+qJyEtO4jBfHjKIwwl3gikOzHjgQKiK0a0gSeoQ4aSoGwl9h9QpKeBr+dNOIbBBtgNf4ICuKXutrSa5In/8lJe0iTP8nXX/t7hZ+vnQnIUnnGgs62NE/cCf6I2RxX813t58d74kB/QjVbpYuNkkwf4B016sM7n8QeyfjuWGT8R2bcV+y99yxOeV9Fj+u70diHSgvS7stRSJG5UbPdV1VOE3gweY3JujasHmBdOORbaz8N6Ak6Uhcr+HcusbDf5VqqFE++QSDvANR5XC1o1WXKrwYZPgQ9S4bbNupbg6/5W83lzXcsBeG2rb/lpKfnPn3lqZf+YH7SMfZu43+jPqLQOj9TgLMwMnEkO5I/NrX6Lyu3PfP0bVXkbr9nngoACjivCqQ+DbN0fGrubIWGc52XYGticG3BV5kd/OMbbjduBtDtg6p43Gts/4ClHcLX/brsQfnsRZ3Gbhsy+Z+MLi4Sbab6svCysKJ0tL1N5E83erq/2QEVXCc/PaBw6YqGgoTMayI/huBRwkAJ5B6aeklSZ8J04hskG3A8EO9K7f3lgwDff07XVbVdNsXhvfvfT+Smj/8vCvyYCByD3N0CL+URqy+A9v6/7XqIYtLJng7J/FVdFHPWnfNcNyse27eaLWw6mNUXgZeaVFB/Gn9/NnlbqwnHZ7O3DkQK+G7dpP83Ztxbb482GCa7Oqpoq8ZnJi37LqCq3ELNxIHGmh7qNxovNH1kPUnrv6v7/diCyxubl733BYRiokXnY8s91eJBk3lif6Wp7kOBpnftWILuKqOjbv9zqg2nxrfaLrKFbZ1ap7IF6RH+4++d/u26f1K85n7j1+ruiTOMOfuJoOV977F8VX2/5rfM++4bAZ+JCvoqJt5zPabUHP4vFJKzyJdv1M/yyP0TbaiMqHNsZ4M6+6T6Me7PPnOUCtiQFtG+cxi0W2Grm+YhHHsouvjipc4fPD6veHPPrRscWPxrP5s7CzcNCWhReFo7wZ75HR/F3y8+0GkU3e8R0OfPqGA5UuxUQypyhOvJxShqXBv4wbS5iIk8ToI7K0ygcN+Oz4Hgd6135bf+9R+7eSFbRyv1uB698Ox4zgSUz2v7P2rpO/V605klFXq/uXwd9lH/ZDxpoX4R3WVx84lJOiItqxO5gRa+FEjMAYzSluvMhVmS8cn8ae1t6Yzf9mP6zO3e47wP7b2Lbp2wy9MTu/alu60NbGiposR8t9Flf4CN+2Z/ABn5jBIRMLj6MfqNBEjPQxGoP8RG8tUXnhGZ0fnB1f4sCdBw4rWYWmV/TNxWJ+aq9U/D3/VuL/aS/a+Vbbt+lv/fj2flsP8oMxRd1XiHZO7W85VtNv96/KHlFHcJvBS9gz8IWZ+f6MRmKU1+xpVH7yRuogd/T+ROUXfzTg11Dc324M2bfMyVd/h+NIkC26qOI+wj4bh1clTj2+8OzNfcPYkf523O6j5mz/G3xaWWO7X+wtsaeNOWJvzZvGpNPWNLqJlbVW5Tib10x8sInR9bNxrjssr3StR3sWld+d/37YuF48q68cfeBAf3sB2TdP1mTF3oXGRZLF4SkO3Gf695S713l4YPMx1vrSjrd9m2O3/R1o/W77QrT3hnb//BmtldH6RXslBdU4w2dWnVXBz6oh9EbjgWPvJRGY4ETkJmd0bUpDNAZahiIPGvv/3BiycamT//XPZv8vJ8bcDCoWO5yWuRibPVmdfyMnpEv92eSMtf6tWgdWW1bbekWbKA5q68Drn97+s+cAvq3qGbx72iqMVeA3k0MWNjgZ17ywMnBUv+iKquXo/NEa3Pnz0BFl+M5by4Gnv8PRU0ExKtLurZsx1uPTG5vB7Qpmj2tv7Equt67p+cEY0WrXGONEzdu2Xf+2ttX5qW3n8UFjdty2WbPjuQMresbD+7my3Nm2FnPRf66DmXs5S3+W5micWf5l12kZPD1o7IeNMtuRRsTzgaNHOvpG0cM8GoMLN5eKb5xH3DW+Ov8zbRlz1j+Lp3H+Bs22tcaeo7bta94ezGmMNpEx+sQZ5wtbL+qfth1Xuz0YI7bzu//bATyy0bZ/r6zdspxtezZruIiHbc/iZa+lbA4V9Edplja8jcJQ3gyM6H1S/kgMt9x60Nj/sV9kOdfN7fU7HD2FKlBdyBRqxkXd43E0VpXXEd923PK3XlfzueVdsY+X4ka7jS1v5qlxIus0b8dsW2uyz4cXEXzLxbbtPOfseO4Ae46P7Z6fn11rFi1V66ACr5kezdCfiZnhbRZG9JUdqSNkz/e3G9ElUTO/5+9wnCnkjdfGs/Uz58Rx9eMNGlbfg83/OxwIeUOeZB1auE9PotGFhVt3MnFQPLi/zuA0A1P2ZuBme5ulKbI8ozW45t8PGpGlUD939I9U4QBFS9S4bbNuduSNtiK3O96IPxqId87fa7cD24FzB954Xc38IH3kNj7D7Whd9ji8MnFnYWbhZr7/ZmmKqo/V+Uf5svMWdiDyR6rOZNuLRe0qbybw4sZn45meqnPoET/aq2uq6vXm9U4HuD+114/UMraacjRV1mA5VuBp99q2o/ceHzIxZ/mdpTEDJxJDuaM/M7ny399sRN8m1sif9Q3HkRuuRX0E8mAcXlzY9B+kKnGK5X/ULkF0k9gOFHKgd/3b66cQ1UdUKmvhL0YkbDbPmfjWh0eb/PCk6A+0La0sjzNwhBHpH7kjtYDR7tPj/v5F8cfWvebE2Q8cMlKFzYVDrGQwnBR5VeL3lAu6dD7tNj7Nvc/bDqzkQFv36rdjK+lpuVottt2um9233GjP5DSbQzY+eIq0M/yPxiI/MUqTzW/bnnjKy8szr3LB2TU/324QvUnvfOs4oAcOimwWa/CJs3jcxV2N75E+dBDbdRo/mmvX7v52YBUHqOmjuIqOTzzR92nd7Hl4EmfzAX82n9n4+OAd0UX0zk8+5Xf/23qSvyy6+7QfMl5WIYNyZv0OxxltbkB88+F+EZyBX5zjJma5Xjy1/DI0EUWYvbDtivtS3txNMNUBrlNAj2qa+TdEq9HqORq3a2a02z2awcFizvZpFj77kIGfhQWO9jdaF1iROJG5uQbcMPbDBpbuiAP8SJWKjBdzFWLlD7Xthdn2K/jnxaGnjbE2emHuPNuBUQd4UKZGbb7emJ1fpY0ORdorcLd8K/C2fGb4Nwvfem/b0R5kYJ1d/176rA7b9sqflUfcXfnv39nI2rp1cHjgaBlTeMR2PqPPBQAHYgb2XQy4HcW7+SqvR6M40v4UK+vZ3NZ1gLpDAX1FXu0c/TdEaeRDVXU9dm+qcLWcZv/l1gx8qz96T96INUNTxD5Jh1v96ZsNXhFkd851Heg9cFB8xArq2gubfgVuLQe44Z/tt2vf2Le67U0MH6TZtt/owdbk74CtGbX16tWXXefPokbGnv4azM5ZsGez9wj8Xv2cK4ibhVMcwu/MwtLL6v89G9fK0ihdGVjCifYwS4cbzv5mI+4CWj2z/qfx/+eCiOiL6gKFP5ZU4/MHuYMOnHVh0z5Y+sphaeam1ur/Vk9eudFOoqgJWzO9thNc2TT4IIIr6Yd3Nc4tr5kbjzeZHLL1g2frN1pvhq/RGNH5w/Zj/+5GdHmvm//qL41T/O0HxVnKxefsA+wsXme4cLZrqvlquXm30WrzMmb3UvNV6sxy3W1/B+z+K3vb1xi1wZxdp/bbD/RLJ23rRTX94mav3xU4V/Mwmk9m/bD/0ZqU/226Mr0b3p/9oDFs4esTXH3gwAjeTIiMz4j25lKBzxUP4Exc6oZyReDFNehn+ae+fNKhdXjG2K+J/UdZB9gzEaTNfrOXjCOCeSLj3xR72ntjFT2BJ3EmR3GgzuAxi9csXOmegT0Dkz2OiFl6wCGurCWC+865qAO93+G4KiXyYrjKwa6DD9HOVW3DVdG2q/KdxQtvLP6RZ7219rzd9nfAet5r2zGLbsdt2675hrbVrrbtr6C/MmceNr75Lyi0P1n6Z9RuZv1F+5jhnyvG/gXxFW7RNTg+eeCgWKMvvCcOiZt4wZH4JNeMc1bnH+kZe0kEy3pm25q3a9WmTyTHjn0HrE9H/mmca86224zkIrbz39S3HljP7PgqfsBffKvwhwdxFjfwFWmLS9ZhMW07Et/eCyJxyC1dGZ9F8I8IvldU3kgtIbz1sLF/SdyrBN6f5+ovjZ85wQ3GxrP1mXMVOd3RD3+do/Y+7jnQ+scN3d58ra/MW5TemJ2v3j7j387ZPm1FHXhJ/Bndfz5xAE+fnFvlnIoaqFl5VIXfLB54kYmfiZW1x2jKuO+BFXWNu+bnYWP/7kbUdr0v75NvOFoXKGJiOz+zbznRJs7kdRUbrtzs1Gfsao5vXme9ok3EF/V5aYx5O8Y4Y6xhXFGHHf8Z+f0nc0RmbN+2mScyR2zH1W/nWMOc5nkxR59ziZxj17VjzO342YHW589n1FpBXaCjFrvfbKrwm8GDPcKNts94RMzCysKxHvH+a8e82tLDyytnL0+Ib/tho2f1HjtywOOBw+bmwgwpbgt0sw0fok637Zvp0pf3uPbG0om9FLD1tu1Lth2jbeufMUW9mNO5Opi3bdZwDnMj55ND0R4W346rfTbXrt39vx2w/qlt+3+vrj0Cf2qzIlv8FcfZB37N4MEe4UcmhyzvwcnUGI2Fpoj9CqlHvt2IILxzvtcBjx+p6rnDjc/G3rrZY9X5PfGHm5duNLSf5NnnbAe2A58d4DrjQwnXHP3PGWqusPy5T1ZkannO5AePWV6Bn+1BFi44Wf6CF+1nNI7yu3q2v9WILon35vf+hgOnuIgodsarRXhW4zXCR5qq+z6ib5+7HajiQO/+wfVXheMTHu39o6fzSV7vc2bz6uH3xrx1ky8TC0wbs/FdPzhbIU07S1c0jvJnedZYuLvbgb8diHrgsEgqel4aj77ILPbVNpzaePX8iuuOPEdjRc6b03agogP2muG6ascq8r7KCS1EnWfbV/NkrBMvXhl4Zxj6MKdjllcz8PE+UzNYxB/X/f+Mzm9rJRJLuclPdHFrf7vhYuPXJsl44MBcbo70XS8Ekg7EIz5H4wNQqace8T8aTyW3wbYDxR1463WCrqNYZVvED45VOIkHnIjZ3MAlZuK37+WR2Nn6ovGyvMvCidz7nftlDtz9n8ZH5NsLWW0uCNseye91LjyJNm81rpbbp7bVgw7G2Avl6I19yr3ntwNvcYD6b/UcjbfrKvelQde6jdX5ih+cZ3Nta6DtR/Nr920GvjRG47Y6I33NxorUYvfGdY/2NxvR2/Yd+TO/4Wgd1QVhLwrbbtfO7sPNfjCfzWkUH03kUb8dY27H7cBbHaDmv63+0V15X7nfVuIKp8q+eXPL9v8bPR7ds7D7137YGN2afT4OzHzggIOiLhbdZLJvbMK+enBBW462fTVPxXU9Ha1e1hAr6tictgNHDlC3Ntr20Xkrj6NPGmgTK+qCmyKvmTzhIw60idm8wCVm4AtLr6z3ZrSBG63R4mVhReG4P6TpQWM/bERt13fmrfLAIfe5+FfYCW6I9iJfif9dj9GmePTmw5q7uff67UC0A9TmWf1Gc8jOb7WiP5vDHTw4Eu+cG7WWe91MTjOxeX/L4AAGMWpPlVcYeqFPY1FHhh5xd8f57//+7wx/onzfeQs6oN/hyLrw7sjn4uGGX7Xw4XlH2+pr0Uw80qP5qvt2xHmPr+lAW2tntXk2t6b6v+/haCRW1lWV42xeFt+2s/ZyBibv95EapQucSI02t21HaHPNv7/ViNiinVMO2F8at0U784Oi5SGO3BxmchKPKwfcV+B6Rc/dNUf6Nf6tntz1cK+/7oCtN9rXz15/JZq5R66mCP5VeMNn5r1KHGbhZ+tv8ehXqYdRHtHXpbtf+2FjdMv3+WcO8MChwuXimHWz6/HkgoKb1lTi1+OsMXgzD2d8ZvytEf1Eu39oxhP6O24HrANcKzbaedumzuzYG9utF1xXq+jfPK9V5WyfsvCz6xddxGu7cX8V+Yn3M1w7A/+urd6rtgOTHeCBQzS4OIiVPhCKU3txMTbZwkvwcK3k6SXiTouoKZuuHcMbvLJrd/t9Dth9bttSa6/3tlbe58YzRduXZ761Z832EXzugS2/6D740Tg2/wxMix/VztKVhRPl0877hQ58+qXxSkUNF0W9Zt2cn5YJvIlP87z1PHw5+qDJvPSrvY/6Dth9aveP61fj7Hm7vr7CGIb4YKNtx6D6Z7Wcafuj3M9oudj2/Uw+Z9hrwSfj9SzSD/71s8ZWZmGyt4q0x5gfnw1GhpfuWva/SHW8sXvGz4GzBw6KmgvJD9UnU1VeV9X1+OP51RxvXIcHNqrd3sg1xhp8aPuM7xjjQOt329eeaUyvs/1rz4thWz8rPuAbsT7zH4bwV489t2OVdIjXbG7gE7P9AZeYiZ+BmXn9cH/L0OW+T/tfpHK3dCfsOGB/pKoz/Z8hLlwb/zM5udFe4Fz4k2ldhm/5Xz7xyxbiExH5vT51qjXUg9YxzpjmGVd7H8cO4BORlerbg/neuNa14/bcb2y3ftFf1auq/KvUnfVnxh7jg70HZlx34GZggZGBmYERVif7l8QplR0zHDj7hsPic1ERNWfbdu3MNh8oK3K76ou489I5K2u5qtl7nfUML6kNsNo1jCuezbHOrmGsSrTcbNvyOxrXGs0xT/vMP5uX89ux3f/TAfzFL/sB0M79eVbNHnzRQL8CW3HRC24VOInDTI/aaznSE3Rm+s+eR+qyuSO1hfi3HzTs9u12lgNXHzhaPlwEGrftdl12Hy7cUNVnLJuLB57lbrXYcQ+cb8hhPaNNlH616dv6wRs7zzrOIx6Nt/NH647G755/l79w7Ut4Onp82vFfC/cfHx3AX+vfkb8fk01e0ONt9U2m9wvecuR6mMkLf2ZxAV8eWG+yPMnABEMeZx7gRmK6YuhHqPZDR+R27dw9B54+cJDL9SIgqUO0vGbd4B1k/CcFelotjP9n4W4MOyBPW19tv9dux9Rnr4giZtvq2/PU16Exj/N/Jfv3HxbnqG3X77avA3je7r8vSn42dOUjf0a0Xs/mafFt+7MKnxUzMMVcuHYffNScZxFmlt4MHHf/9oPGeQHt2TgH/vXPk+7/7ZSeC0Ox+rECx6seWt+5wV89d6/bDmwH/Bzg+rMfRLg+/VDyM1k9+ejXEXv+Xz87buVs/7LxZ+BlXWcZ2oQRomc/bMRd5DvzZwdGv+GwCBkXosUbba/G90gvOohH6/b4dmA74OdAe721fZCOxpmvHuGvD0CVD3gSK3AVl5l8ZuNn7sFMn711Vr/WvPXufF/iwNV/peqOHe2FX/HiEUf7NwgVOd7x3K498x/ddv1ubwe2A9cc4PqxUWfa+0d7/V3LXGfVEf+j8dnM2YvZPMCf7dO34WfqzcIKwdnfbnCJ7jjLgYgHDrTwJqyLhzZzFWJ7UVflOeoVOivuwai2ff52YJYDXFfCt+1ZfEZxV9Ng+dr2qA9Pz5/NQfgz7vHgztA/A/NpfXw6L8zH/aDxyfo9n+WA549UtZx1AdkbAm1iu35mH05HcSY3L+yeNsbAaPuM77gd+AYHqH8bbVse0H+DH2hRnPFh9Y6Hluud8yLXWk6z/RM+fCI129zUTSYuWETLx7stDHCI3hjkC9k/PWzs/9QPi3ec7UDkA4fVxsWqGHJhWbDBdsuVdIzTXzn2tPTGVta4uW8H7jhA/Su29yjm7uSrvFZ60AnPFTTCkQj37Ai+6oSDMfrZcQa+1R+tF33ttRmJiz6wI7HCMPY3HJHbtnPfcSDyR6qOeOjC4qbBBX20dva4vQnAFf6zuXnhW43kbMfQrvm36Ufzjt/hAPXb1rhVfzZn163Ytvor67Q8K/lcideM/Zuln88MWbWQ6a071n7IyCqTjXPHgaxvOFpO9qblfrG1YE79Hk+N9cadIKekafVwo2/HRe6N+qeYvkFDHfj2Om31967l0A24kbwytxsyXrvU/uVTlsi2fiNxM+svVNf+UarIMtm5nzjg+f9wPMG358y4kVn8J+0VOT/ReXQODyOab73QzbQdO8qzx7cDng60HxpsnXriVM7VelCZq+VWjTf3sQq8ZnOYgZ/tf5bGMF372w17O9ntSg7M+oaj5wEXOrG3ptqYuNqX+K3Ef9RPq5U2fuyHjVF39/lnDrT1Zvvtecy142/pW31q2/4KGqtzXs3PFfb8Ckd8J14558ma6PwtJ/CI7fzj/n7YeGzdPjHBgUoPHJLLBdjGBCtcIMTb/m0qOlySL5DE6lWbPm3bX0DOpjjJgV6d2BpSu/dAy3mTaE+D5Z6zin7L0+6lHZ9m5j/A8LDcZvCxPGhn8gBTkXYGfiaW9Kx2/fy1B3rQ0Gv/GNVf1uyBQg7wwMEFTqxAUVy4EVTgc5UDHq7K/6rOq+vwo12vcebaaNcyZ8d2+x0OtHtLn+ueqHG17aEx1tvxb2lb/av5YPdV+1WFPzzgN5ub5TGjrrPxe/5H6gaPGIkVWks8aOxvOKK3cOcfcUCPxP+zSaCbTLWDG5+N1Tie8YE3ayp6DLcKseeX3hQY3/5V2KV7HHr7l/VGf49pzdWre7UC/0ocZ3OZgZ+NmYkXgrUfMGrerDervgN8w8EsH+hCLg5AHkT4EJXCth+kTD2lx7U3lkqqMFjrjfrUJrTbNYwr2jnbtmt2e8yBM1/tnNp63dm/MWbrn33k34rK7P5X5W/9ns0Rv2bxmImf+RdJ0pmBh58ZWLNqZuNuBy450PuGQyfy4cDGSwmTF1Xn98kO+Nt1GtvHcwfwTzd6DuszbbuuHeO8b4v2TZi2jfIDr9o2XllfGdvxswPU61v8Q89n5fkrqGkhV+IJr1mcZuDP0JqJGYa1v93Iv3FsxDEH2m84yMZFosgbIHOVIjwrcbrDpce/N3Yn57evlX+th/Tth2X5xPhTz0bPf4rrdV6Pv8b0wiuiMG1b/bPzNb+Pcwfe6h/1c65+3qzqWEfP/5+ZnD8tPm1iDoPfKOASf8/EtTKxUJGJGYK1HzTYyh1Xc+DogcPq0EXDS+MhF5EFfNCGUxsfpCpxCn6/RU8JU/8hgZ/i02szpsiLtfRt1JwOjelo48/o73G7hjk75nk+PMlP30Y4gEufc2xs23btbl93AK+Jb/AVLcTKmsSR1/Vdi1lZ8cEnRunfWW2t/D3rOwIW0Tf739nC6ouHDeLf0HtkO1DXgSsPHEfssy7eI/x2/IjP0Xh7ftX+Ef+j8ao6VuHV+tr2Wx3Mt1HrNMb4nfNY++T8Fq/tk5vIPJHxHX0ckK9n3p7N+TCIyQLvoxiDej8r/O6fGXsGvIixaH9nB5f494p3jLxd3zt2aav4CgeOfofjinj7tzO0r5w3Yw38dPOhPYOHJyY63qTJ05+dazswwwE+4Oj67LVncPLC5F5jo1fuiDzV/IdPhNYrOe2+2fq8cq7Hmmz94GVqBdPDrz9y7G81/rBjdxZ0YPQbDntx2XY1K+DGh/Rq/J7wkSZ06XzbfpJvn7Md2A7cd4DrjtjLcDbXW7/C2AqauN9X4gqnGXtssSt5EuUFejO0CiMERw8a+2EjqkR23kwHRh44LE9daLq4Qy44CzTQ5oZgOdr2QOrpp6LDRrXpi6BtTye8CWwHFnXAXke0Fdv7H3OLyvxF22qgTayoC26KvGbyhI840CZm88KPTHyLZdvR2rO1Co+HGzdtPGjwn/q5Jd6JtgOTHBj5kaozyu4X3xnYwJzlGXLTGODmcWr7IQi9b9Tq4dfOsR04csBeM2rraK+vn9F3/IletFZXVZVnFV6zeHwLbojO/c1G9dvO5nfHgf9xZ/HFtfZNmDYfdC+mSFsWcpNIY/8ZyOpjL3QW7ar78lnZXrEdiHVA1w7XiZBsG2R7fTH2hoguYmVNVTnO5vXN+FnaQ3D2Q0bl283mNuKA149UWQ7tRdh7o7brK7XFveVfid8IF6tLbfaFcUVeIzj73O3AKg609d72rQ7Nve2wemmvpLMaVzycWSfWE93jM4+Z+sG2+jO1u2DpYWP/CJWLlTtJQQeifqSqlcqHW41n3wRbLk/6K3J+orM9h31Dv27mtNu1u78dqO4A9UsUXz6gUOvVNXjwW1UzvD08iMhRgd9sDrPwM3CFEX6f2N9wRFyaO2cFByJ+pKqnq3cz4OLtra82thJXT+/Yt57+3pgn9s61HYh0gNoGo+0z/ub4jZq99pP7XwUP4eKl7W4ePMj8yyg0g32X85P1ofr2g8aTLdnnrORAxI9UfdKvGwQ3i09rK83DW5wyb3JVPEAzPnDzteNwZYz+jtuBaAdszdG20bajuVTJbzWrzasKvyMelrfWVOMtPtz/jjRkjovLTI/wgn2L1j7Df/wN0bgfNqJLZuev4MCMBw50cwHTXyVyw+nxZ24VLSM8rX617Zseb0DK/02ejPi5z73vALXVqz87dz/zmmegWeytJ6uogT/3EmJF/uIK31n8wCdm8wCXmIkvzAxccOx7mqvO/XsbrnbuZIUdyPqRqjML2ptG2IV9RmJgruU/kGrpU60Pto0oO2b3WOO2z/odtwPWAVs/GqdmGCdqzrbVf/MhrXghnba/og9V+Vfx0vrDfitmHbPwwZ2xD7q+QnD5ZoOYtYkbZzsww4GZ33D09HJhh1zcPUDnsR7/VbV4WtPzwI7ZtnDbvieXnauGA2d7rDnmadsP1VLAfA01+Sysftte0Rv4s8f08139G1Fc9ILb3yvmjMzyCB+y8YWbhdnitP3hHd8PGMMW7gQLOqB/per/+oc3N5EqEtqbSzV+d32yelbXclf73fX4Y2/yrX+aY93d/Ht9jgPskY1C7u2lZWTn7fi3t7kerD+2vZI/1IQ4o6sa/2q84DNrz2fhC3eGZvS61+V+2HC3dCdcxIFq33Bgm73YZ9xs4OEV0dNqYdwL5w155In1xXpm29Jq171B+2oazvxnr4jSZtvq987vjWntPq75t5JPVfdavFSrVQ7rk23P4JeN394zMjRna8zQtDG2A9Md4IGDC4w4nZghACdFXmZ6qWarBfKM09/xtwPWm09t5hV5KRPjbVt9HcwTf0a/70/0E3HA9tXm1c6zzs4zprW2zbk7/nYAfz7F32es0ZIe+xJrNFZQABdiNX6zPbK+ZHABT5F2Jm4Y1v52I8zanXgBB3jgENXMC9vDmtX4HmlGB/Fo3R7vO4BvbWQ14/SJjLeReaLmWcOYYm/MztM+Op/5p3EUvz2/7YvXFe6c18anur75vN7fquPrqr6swN/+LXolvuIym89s/Ky6RyfRDXc/ZLhZuRMt7gC/w3Emo/cmeLY+a86+SVTleNeLVpNufm/RdteLSuvtvsDLjtEmsoZox2kr6mj3mDe8dh1rf530zx/Mq0+byBpib7w3xvodYx2we07bxlj02OzUbyyKX/Zqvs/279vwU/Z/P3T4XbA707oOfHrg4EOJYuVjFZ53PMRz3gDo38mx19ZzgFq1zI7GtMbuP2177m6v58Ab93E1TdX4zuYj/N59KOvqmqU/FHc/aGSVz8ZZwQH7I1U9vvZipE3srZ81BqejOIvXCK60oEd56LdjIxj73HwH7P6BfjRmx22b83as6QB7RRRLtXnVZH2fFfoUq/+FiOV6X2nMGZbTbP9mP2xk65f3+B+yu/thI8TWnXRhBz49cCCNC1Nx5o0JPmex5cpaxumvHKWFvUDHm/ShacftwCoO2OuPeyTRzq2i54yn9OhlPySuoBGOxDONkXPgV/IPTpG6j3JznRzNe4+Ha90PG95btvO9wYEn/9O4LlZuEPaGWdEPe2OBK/wr8r3Lyeprz0UnsZ3f/e3AdiDGAa5LYgzKnKzcTxQr67M85zjVR63Ea/b+zcAP938/bPQLf49uB65+w9E6xY1CkXa7plq/x7M3Vo33HT69/eDh8E6evXY7sB347cDRfaK93tr+7wxrt1pdR35UUFmZWwV/vpFDWxNt38UTPWjshw0XK3eSlzrw5BuOnhW6gPkGoTdfZYwbDXEFzk+8Qx+x99DxVu1P/NrnbAdaB3TtcN0Q2zX0uc7ovyH2NPXGKmqFJ3EmR3Fo62cWr1m4+D8Dv+c/fHbcDmwHEh3weuAQZXthr/Jhtr0B8sawCv+rpdLqZL/s+WhmH+3cbm8H3uyArXmuFe4F0s3YWz34pL+6bvaHe1g1vvCrwMvWdQU+GRxC/d/famRs4cZ4gwNPf6TqSDsXdhuP1lcbF297Q0ZHNZ7efNB8pv9bvPD2duer50Bby239i3G7pp4KP0ZWP1kr67fc1BZ/HXb8Z2TOn/Cw3GYwsTxsO4uLxaSdgQ2WIrURgquHjX+OUIwQ4jvpdmCCA5/+H45RSryRrXZBWt7hN61RkwPPxwdB9Pbwm70JtH2ndnSgV6Ma47A1ztg3RDxYUT/cq+2TrbUqHGfzmIUfjru/2ah2+W0+1R3w/JGqnlZ70avNm1vvw2vv/Flj8CaKx0r8vXxr9du87CG+WI/sut3eDmQ5YGtRmGf1Cye7hrE3xiOdR+PVPNg87+3IbL9m4IPJe9M9xy6s5iFjf6txway9ZDvQOOD9I1VN+v90uREQNWHb/1lYtAFX4mr8I2ztecEDZW8ugsPO+b0O9GrM1l9v/lvcarWrH/YhLNhUcV+Zf7A9f6XHr78mEgfEYcZBjYfj8+AxQ+TG3A6s6kDWA0frj70h2Ha7rmrfcj5qV+UexUs+4IX94AeenWed5mybtTtuB6gLG20bh+wYbea+LaL/6PpbyQ9pQY942/ZsHZYLPO3YLH7iwIfuGRxmeACmIm137XrA0Gt/s+Fu7U74RQ7MeuDA4rAbBADB0fK37WDY8ulbL+jzQQgBjNPf8bscONp/jVMrRDlj2+ofna+5bzh6+jXWG1/JD/HXXlc/Zvts8WkTs70Dl5iBn4n1X3rY2N9sZGzrxnirA7MfOPCVG0cbma8e4Q1P9e2YbbPmG6P1oddmTJGXfGK8bau/j/oO9PZvZKy+4jiG1jdQemPMrRDhTxRn256tAS6Ktj2bFw9lcJrFZyZ++5cQ7h7wkEF0B9gJtwNf4kCVBw7ZfXTTOhqvukWWr9q2X5VzBV74RIRT22/Hj+bbdfR39HHgk+9C0ZpP65hvow/L92aRX/bDFv6tohi+R7GKDnwWHz7gV+DW+pbN6Svw90NGdlltvDc7oB9K1L9UVelG2vMbfvbm31u30tgbNc3yX15SG7wRWi6t16zVGtumr8g5ar/5ONN/NCc/8Ny27dibPcvSZv1Xe/UDPTZW1NTyq1LXVWqg9SdrD1P074eMrO3cON/mgP2GI+Vifmgw3N70IVCa0CVbbPuhTV97Gt4RWyN64xqz422/zXHUJwfxaN3ROOcRj9YdjXMe8Wjdp3Gd3+bgg1Y7rlx2jDbxE9ae/9uBnndn/v+dYa2Rnt4qCnifIVbiCqfZXs3yJEz/ftCYXVIb/+0O8P9w6OahC5lYUbe9wXHTqcz3jofoOIp3cu21fQeoH6Jd9WmMa4Nz2n5v31ir2K5v+xXOt3zVbj1p++363b/vAPuuM6kJ4v1s9c6w+qgfYj22v9//qnCs5N9sT8AnVqyfzWk7sB04cYAfqWqX6E1vhcPytDfnFbifceRDx1v1nWnfc9uBtzvQu1e97YMUGlfRVZVnFV6zeAiX98Ow+8L+diPM2p14O/AfB/iG4z8D/25wc+FCtx9827Uz+/CcySECG11EYbAXtCNwd87twHbA1wFdw9w/uZ7tteyLViMbOok1WPVZVORYgZM4zKxT64Ft93dxYHQ/bAyYt0/dDtxwwP4Ox9FpM286R5yOxnVjCr05HQEnjPd0tXp7axKobYjtwHbgHwfa61GmcP+016Ztr2yc1Ut7JW3VuOKhambWMduTNHw9aOi1/zO/WaW2cb/NgaMfqWp94E1T4zNvhi2vq/0VOV/RdrYvunG/VfcVb/aa7UC2A2kflrKFNXj23rKS5upcK/CbzSEc3z5k7G83mit7d7cDgQ4c/UhVC9m7CWhslQ+0K3FtvT/r231BI2M8jKyyR2c699x2oJoDXGfVeGXx+Xb9oz639+vRfCPnw2Ukx8i56fj7QWNku/a524FnDlx94LDZeaNZ7YOs5Z1+g7MGBrbRKIij9n4QCdyAnfpVDtj7BNeTvX4Ye5VoIwb9q+m0vNkvI2t6E37TifybwGyPwvH3A0aVUts8vtmBK7/DceSPbprtG1HbPzp35jgce/xn8orCRm+bv6f/aG177u5vB97ogK1/tfkgRFuaWUN8ow/oRP8qGtkTeBMr8hdX+M7iBz4xmwe4xDD8/XsaYdbuxNuByw5c/R2Oywn/Waib/MrH6vw9vN8eeLi4c6zggD7stB9M2/4KOjw48sFvVf3w9/DCO0cVbtS79M3mFI7P72vsbzi8y3nn2w7cd2DkG44eGm9U4TeSHrjDWI//qlpG7JBmdNu2zcm8Hdvt7UA1B47q1I7btvi3/WqaPPj0NOr+p6M39zNT588VOOKluOLtbAfhMdu/NPz9sDG75Db+duDHgSe/w3Hmnb2J2DY3ubNzK8xZzrYtbvRX0eLhJ5pb/e04nmictgf+zrEduOOArT/bVg5qVvVJm3gHY+W1eGJ12/Yq2tAhvlX5t7za/gyv8W0WlzT8/ZAxo7w25nbg3AHvbzh6aPYNvje/whg36P1h+s83eHzRHtImrrCvm+PaDthao62ol73vMCe1tq3+Nx3WE+le0QvL2bYr7aN4VXqvEB+8Imb7hSeh+HrQ0Gv/zkb29m687cBnByJ+h+Mzaq2b8RW+R2t4U+FmerTum8fthxza+PbNvmztxw6015Pttx9YqKnjbN83Y/2S+taz1Rypzh+/bazk8Wz/UvD3txqVSm5z2Q787UDGNxx/o/6MpNyEjsAdx9+iw9GSP1Id+cM48Y+TTOfTvFm6mws5cGVftebTuk/zC1niTvWKf+6gzglX2V94Ep1teJxuNp8U/P2w8bg+9onbgTQHZn3D0Qp8y994279tpf0Wbe2eefatV703KDzUnF0rDox58tm5fBxo94a+jUKye6q5fVx3wHqJj9fPrrdyhf3Hc7lHuwrvCjzSOOwHjXoX8Ga0HThyYOY3HC0n3aTSblQtuFO/5c8HZaf0r02Db8RWaG9cY3bcttvzdz/OAXwnWiQ+APfm7Bhtos2x230H5FXrV9vvn1lztKenJtPfPxKM38SZfGf7hwfENC/272ukWb2BtgNDDlR54GhvUvSJQyInnSzuvESB9sqaJln5CxbfiJaLxvhwq3H17YsxG9u27YNB1Nwbj1Yf/TZKu8Z42T7tI/81r6OX82dm/3nkAJ5pHu/tGOf1xpirHOGtWP0vZyxXeUp/pr9wqOCfvf7DPdE3G/9/e+ei5DiOK9HYvfv/33wnp+bsZqNIWbYlkZRSES6A4As4pCjSqurm7Qby9E7TQQiEwFcEZjlweBC9RRS7l11Fd99ZmN2mOGp6ldhm8RN+SPcLm6Tz901Oqwxl1Rb5VVdal+f/WP786fmuU6plI0/S812nTMtGXqu+yr8Tf68t7PSPxB75OQGff97K6ozlvz6t+edxzqbDHTnKP/qfiR8+nc4kB4zTEaeDEDiFwCx/w7EnOBZXLWzoe+qtVOauca00Bj1fNTY8VF338owf5Woe9tH13a/o8xFgnszn2fceKbbe/P++9eNamNXP2fy6dK7msHHcBE9LIXA1Af3HfyxgV/f9bn8tP1u2d9udqTyLNxtXfLtbnMS1kmRs5LPrHkPPXuv0yvXsR9d3n6OPI8B4r7AB/4aSx6l2SH/T5hl18auuv2f0dYc24XVqLBwy8rcap2JO4yFwOgG94fi/f3pZcZFd0edPBpU4tcBLR37SVuqEQAiMIcB9y0aNe3mMN+f3Spzn93RMDzP6W+fMMZF+1srlvnDY+Mzd1AqBEJiJgP8NB4stciY/e77IV/+o3Er+9+Kq9lZMbnO91k06BEJgLIHe/dmzj/X2/d49Dumefr+162vgM1/sXO/Bdo+r8dyOJrkhEAKPJOAHDgFgYatyFTjy2781JI5V/N/yk1iQPBxrzGqDMlvtJS8EQuA4An7PoSPVCzryuJ7Ht8Sa67G5Pt7DPz1w36T7WvpnyTEp/EOO8eLPOYsvyNN84q0G8rSO0nAIhMClBOqBwzvXwsKDxO2z6+73iv7v5as4Wfw9ZnTaoQzpyBAIgWMIcG9xz0m6Tb2QPqbHuVohNuRc3m17I5/xG7ld4/xc/JjluXWpH37AcP187OkhBELgCgJbBw71zwKIrrTbZJ/xwkekfERHzuj3Nz55XNL50Cb5SOyRIRACrwlw3zz1vnoV/2uCY0swbsQx1pt+7/jZL3FNzmV++OHC9WvCTC8hEAJXEXh14MCP1iLdslF+NomvSPnn+mz+Hu2PYq3fVj0p/qN5pr17E/B7Q/qT75/V43f/7z1rj4tOzC678q9PXYY6HYXAUAL6Z3E/uXxBkq7N7ErX6v5/wrrGTBtul42xZFyRlI8MgTsR8PmNXg/nild5d7+IX3HWeGt6dhbV35oe6b988XV2pC/et/vl9tP0vNE4DW0aDoHpCOx9w9FzfKZFvOfjlt39d32rzp3yWjHLpg+bLh6Md4o7sYSACPj8R2f+P5XQ6vHj/wrrFnNu1Fzz/tGRp/nEIQN5WkdpOARCYCoC/v9wfOuYb1C1aK2w4Ldi9jha+bH9EPDxZbyRYRQCIwgw/5D4oHSuPgF4rcrJ/Wf97kd7fY77d33vr3u8bNxzyHg9GCkRAncl8O0bDufSW7R6dq87k+7+Svf0TH6O9gUuVVa/yK/2pEPgGwJ1XtW02patZf+m37vUhUuVq8RX/a7pWeLAr1n8wQ/8QmKPDIEQCIFTCHz6NxxbzrCAIb2sbP7NuOfNplf/SfMN2ipxnMkVJt5Hy0a+8io/bJSJDAHmBBIiSnMxj5T2e5EySMo/UTq/Fo+WbWZOxONyRn+rfz5XR/pbx7umT/MtbzZOQ5uGQ2AZAke+4dgK+rKFbcuJL/J6/stOHvKLbm5btcXG2SnwVpnbAklg/yXAuCP/m/GXwkatlec2173+0/UtfquzWWHMOQjP5Cs+XTb+OWxchjodhcDUBK46cAgCiy7SbVNDKs7hP5I4eLiTLtUen4QX0oHIVvnJxkdlqYd0m/Rc8xBgjJDyDN2l6z7+lCeftGSuPgF4SfLpl54/h3jkKTpyRu/dN+meHuGv94+OPM0fDhiS6Kd1loZDIASWIXDkH41/ErR/26KF0NOftDdLnbvEMRNPHpS+MXXOr+bPq/xZYp3VD+fnOv5WG2mXKuvjR93I9wjA1GvJdqeLGFeJa1Y/h/iVg8adbsXEEgLHEBh94KhR+Aay5q2eJjYepKvHM6P/zrj65xtdytUynmackJ63sr43HsohFbN0Xc7yx/LzE66U87zoxxBgPO7MeJXYZvVzqF85bBxzo6eVELgbgTP+aPwbRiyUbFy+aWu2uoqtxnXneEfwh2er71YetrqB9nHyPLerD6/fSuOHytW6rfK1vSvr07f6dF89fvcH3aW34fbo3xGAK+NC+rtWx9cmjtYcG+/deh4M45lDxnqTJR6HwNUEZnvD0YufB20vf1U7D9q7xrfquOz1m/FTeddr/V6e212/qn7tJ+l5CLB5lEdbc2Mejz/zxOP8rIXras3u6xD/dNj46/pL/GtI/9cNf3oKgRD4hsAqBw7FqIfu3S82Fk+I9e5jmfhCYIuANmfc52zUuP+36t0hj3hXiYWxmsnvoT7lcLHK1I2fITAPgSv/lapvo9YCy4KP/LbN2erXh4jH6fpsfsefEAiBbQJ+/3Kfq0bVt1tZK5eYJf0zexTuN75iIz1SyhcOq5f7wRuNyztOhyEQAksT4A0HCxhypaCGLbwXQ+LbT493xfG6GFu6C4GhBPweRZd8yrVSrIyPxmZmv4f6lrcbT7l1E2cIHEtAfzTO4oU8tofzW6t++4b8/N6v64E4kcSpdEu/zrP0FAIhIAL1XnQq3LdIz7uLTmxaj9Bnj01+sn7K11n9HuIXbzNyyJh9Gse/EJifQOtXqrSwDVncvsSlhwYPuhX9fzf8Voyt+Fvl3u0r5UMgBP4k0LqvWvefarXK/tnaeqlWTIpfVyvvJ2een/iIz/N49qcn8lOfYX5y6PjTraRCIARC4D0C+pWq1qGjtjJssauO7EzLXx4oqkJ6tTh2hvurGPGS4Wn0p7CAQWQIfEKAzR7rCfeP2nL9k7ZXrQMT+Q+XlWLB55nHDx+HcM0bjSHY02kI3JrA3sPG0MXvgxFwf2d+qHwQ2q4qHr8qkK4ssO9qNIVC4IEE/J5xXSieeP94zK6vMjXwuY7lTP7LR/l3+aWDRt5oXI49HYbAIwjsfcNRYQxZDKsTX6bvEMOXCP6uzoO3JY9oP22EwOwE2OC5xGfuC9JPlGzSV419dv993g2bb3mrser0jt8hsAaBPW84epHMvoj3/MaO/0jsT5PEj/T4ZWvZvUz0EFiRAPO6J4mJfNJPk6vHv4r/+Im8dJ7lsHEp7nQWAo8koH+l6pOLRRGpb2VWvPBfvkv3b5dWjenbcYAJkvZqGj5wo1xkCIwkwDzlXvZ5Wv2ibLU/KV3v39WZrOA/zIf7moPGk271xBoCYwl8euBoec3iyQO+VWZWG74jZ/VzlF89Lm5HX3H8R3FNv98T0LzjcFFb69lruaTXfZO5Nf4Z1w0COWxswElWCITA4QS++ZUqd4bNJjbSSOwrSfnOR34TC3KlWM7w1Tm4DivZ+GBzWXWlc4WACDCfkC1bnVv1oOv5ofqbqfNxziuxkt8cKuv4zxYHvN3ny33kkIG83IF0GAIh8FgCn/7R+F5g/hBgod1bd9ZyqzzgZucn/+44P2blPpNfrbWg2ki7nCmG1XwRR12sXz+pNX96LIqA9MzRDPWRA8Zf/wz+X+q/hvoy8yDFtxAIgfMInH3gcM/ZXGqxQ/f8lfT60F49nlnYw7E+ELHLzzvMn1l4n+kH44SkL9KS9WKcW3m1bNLbBO7KcGv+bBO5NncK/hwuctC4dvDTWwiEwG8CR/1K1e+Wf1taC3DL9rvmfJaW37Lxmc/jNTzq8dtjp4xkvVq2WibpPoEeP5hTs6Zl1yGi2ve2RyXygbcAABIJSURBVLuRbQLOFb3Htt3CGlZiw9tZY6x+coDG78ulDhrqlIPH5Q6kwxAIgRD4h8CVbzha0IcvyC2nTrA9Jc4T0B3SpPjXTcreMVE9yrp+iGMXNOI+u763a+pI1su5ul7LJX0MAcbCW2uNi+evrK8W2xT+5nCx8pSP7yFwXwJXvuFoUdQCzYf8KRZtnDlItmJq2Q7qLs0UAi3WstWPqmFDdyldF2UkdSGr/ndm50evjts7Vf82e7lXuuerstKtj+ehu5Tul7frupeJfjwBH7vjW7++RZ87xHa9F5/3OI3POWx8PoipGQIhcC6B0W84WtHxTanLVrlVbb249NBSXq71CDCm8hy9SqJyu2yMu6Quz695NV/pWqbWV5lcaxHwMWU814rgfW+Z/+/XvL4G46Oeh/qtA0b+PuP6CZAeQyAE3icw44FDUfCQdfl+dGvU8Bj9QbaG9/EyBELgKAJsXuuacFT7s7XDekfcs/nX82cKf3PY6A1P7CEQAjMSGP0rVT0mLOhIlUNH9uquZieeniQe8klHhkAIrEeg3sdK8yEayiCxryyJpRfr7LHhN3EM8VeHDP+1KdeHOJROQyAEQmAngVkPHNV9LfJ860fe0IUfJ06SHpt04vfuvIzbo4dACMxDoHef9uzzeH6MJ8S56vot//WR/9NcOWhMMxRxJARCYCcBHTh4IOysMqyY+9nThzl3Usc1TtJIddvTT3IpzYZACHQI1Huxl8aO7DS3tFmxeXyurxDYFP5zsJDUh3/mdgWA8TEEQiAEnIBWMH1zM9W3N+7gTp1vz1aPY2e4v4oRvzKeyuAXlBhC4GQC2pT6/eabar8nT3ZjquZhsGr80/nPoWOqUY4zIRACIfAmAX6likW2yjebG1a8+k16mEMXd1zjVZqPXPF81y92M92FwJIE/J5BRyog1wmwZSPvbpJYkYrP9dnjxVfkUP95m5GDxuzTJv6FQAi8Q4ADh+qw2CJpp6axzyqrvzU9q99H+VXjrWn66dnJjwyBEPhZF/0tRmXCfYSs+XdNE2+Vq8Rb/SY9hf/86lQOHVMMR5wIgRA4gAC/UvWqKR64WpTRX9WZKd9f76OvGMeRTOGgNp0FD17yPe/I/tNWCMxAoK5pzH/3jXvBbU/UW2xW4sBYu5zK/xwwphqOOBMCIXAggf/sbIsFemfx6YptPShXj+1T2M7EdW8vhw2nEf1uBHzeu17j3MqrZe+WJva7rQXENXS8dMDQ24wcNIYOQzoPgRC4gMDeNxzVFR4+WrTRa5nV0orjTvEcyR82tMmYhxdEImcgwHysUr7JxlXnM/anS+d2BxbEo1h8/IfHlgPG8CGIAyEQAhcT+PTAgZtsPJX2xZ38VaXHtWoMV/jtnO40/lewSx+fE2jNNd9QcqBAft7Tc2o6vztEzRyZIi7eZAhsDht3mF6JIQRC4F0C3x44an++Aa15K6fvGtfRYwKn1kPe89CP7j/t3YeAbxh9vrj9PtFeFwn81GPrPr3Ok/N6miauHDTOG+S0HAIhsBaBvX/DsTcqFnrfIOytO2s5xXLHuM7gDadW28qr84Ly2Guadlp1yYtcl0Ad75pWZK37j3LrRn6t53e9f5gHPkeuJfuit/x9xgtAyQ6BEHgMgaPfcFRwPAjYUNb81dN3jWvEuDBXWn3D+a4bp1bMd7H5mKG3Nopb438XFiPiqMxH+HBmn8ylM/t4q+38ytRbuFI4BELgIQT8/+E4I2QeBsgz+hjZpuLigx93jZX4zpJb3GoezKuUb7Vsz9+95Xr1n253flUnXWVlRr7srtdySW8TcHbSSVe53co6ucRIfNN4zmGD/0djGsfiSAiEQAgMJnD2gcPD4yEh23QPCnf0Q534/JvaO8b5IZ6vq8ES2WpQeS3+svNRPcpJ55KNCx0pe0+vdUiPlPiKlC89HT9b+dgk+dBWfevk+ZShbU/TpudFf49AZcicd7vr77U+T2mPQTqfaTzkgCGpDwcN7NM4GkdCIARCYDCBs3+lak94bFz2lF2tDBsB+X3nOFcbF/eXMUIyVtrcvLK1ytZxph3vE73m1bTKtWxb9ZWH38ierWf3eiqTay4CmhNcdx8rj5WYp5AcMHK4mGI44kQIhMDkBGY4cICIB6fk3S+PcWtDeXcOd42PuUx8NS17y9Yr3yrbslE/8n4Ept14H4iaGKed2xwu8sfgB456mgqBEHgEgSt/pWoPUB40PHj21Fm1zFaMW3mrxvskv+v41bRYtGwwqnk1/ao+7USuSUDjzZi7vmY0+73W+q+L2H9SE/7k4DGha3EpBEIgBKYkMNMbDgfEwQMbDyLSd5bEqocuHLDdOe7EFgJPIcC9rXjr5pp7/s4stuKfKu4cLKYajjgTAiGwMIHZ3nCA0h/CT3gAE7ekYueB7NLLRA+BEFifgK9zRNOykXcH6fG5Pl1sOWxMNyRxKARCYGECf7/h0MLK76Tyr2xMHlO+8f95+8Ew6cEdJtCIDIGxBOr9OPXG+gJUS8Tvz8ELmKSLEAiBEHgUgX/zLQ5yoeiXeIidyJP4qzyxyzQdAiHwJgHuzzer3ab4EvEv+Py7zQRJICEQAs8g0P1WfME3HnqwEY/rzxjJnygVf33Aw0Qlnsrlh05+hsB3BLh/XKpF7jvkd72sVRsWeK30MlcOGssMVRwNgRBYnMB/ev5rIebQoTKT/6oVDzlkL6y722v8vgHyg4dzUJ1enpeLHgIh0CbAfYdsl7q3danYc9C492RMdCEQAvMR2LXR5ODhcr5QNj1i470r3s2W7pEJD6KBC4cPJPmRIfAEAsz7unmu98sTWNQYnc1yPPyAwXOsBph0CIRACITAeQTYaO7ugcVacnel8QX9AYm+kv9nE4QJ/ZB2Rmw4KBMZAisR8PnrOjHIlqtPAD6sDf2Sk+X4YWMy1+JOCIRACDyGgG8oPwp68QPI1/F/BG3NSr7RCLc1x/BJXnOoQCr2ZTfNAwYOVgO6/q7LHDC+45faIRACIXAGgUM2jhw6cHCxtx9y2zfTpAkn8jcB5g2bklf8fNP3u7VYQuAzAj7/1IKnfc5h/6yXe9dqcar38xIEctBYYpjiZAiEwEMJsHE8JfwFDx7OATb+QPb86PsJhOV+Vin5JwG//9AldbEx9vn1k5OfnxCA6yd1h9XRQaN+6TXMmXQcAiEQAiHQJMCDupn5jZEHwMKHDjYzwnAap28YL1YXnsjqPozZVNb8pO9FwMe56oq0zhPSyHvRuDaaJQ8WjihvM5xG9BAIgRCYnwCbvNM85eBBBwsfQAiBDc/p7OjwYdL5shFlgwRz7I6mZfP86OcScP7oSPX8Sle+Lsb/J5Wf3xCozNXWknzrAaM+V76BlLohEAIhEALnE2ADd35P//TgBw5ehV/W+TkdOUN/wJ/T23NbZaOEhARppOzSubbGZCuP+k+XW4xqntK6GAuk2/4ukB+nEPDxQGdMTunw7EZ5RtQDx9n9pv0QCIEQCIFjCfjG7NiWX7RWv6Hyg8iLqrNnD2M6O5gL/fONrrqt6ZaNMr3x8w2cl8GuNl1X2q+tPC/3Sq/teNr12g55SPI9XXXKwIa0ZMvm+dGvIcCYSXItPzZ+wKjPCoKMDIEQCIEQWIeAb5yGen2jA4dz5ME/DWd3LvofBBij3saNsVQldJc09qq+94NOXSSbSKWrLpv36/mUl9RFuZ5Ovvvh/v/dSH5MSYBxR8rJ5cfODxpTUo9TIRACIRACHxHwjcZHDRxdiYMHr9KPbn9Qe2zs1D36dOwHsXlat4y/zwVnwLzwzaPX8bLR70+gHihuNRdywLj/BE6EIRACISACbG6mo8FrdA4g0zn4vUNsHKYdg+9DTAshEAJfEOCw4YfPL5qboypfJuWwMcd4xIsQCIEQuILAv6/o5JM+/GEknTTykzYnq+ObCPQqJ3M57oRACJxAoN73SlfbCd1e06Sv2ejIazxILyEQAiEQAqMJTHvgAEzrwSRby06dxeSrjQX5i4UVd0MgBDYIcF/35EbVdbJutE6vAz2ehkAIhMCEBJb9dR5+5UpMb/xrV0wZfv2KtCRjpw0LuudHD4EQGEOAexIpLzhYjPHool5zwLgIdLoJgRAIgcUITP+Go8ezPtiUrrZe3QXtvc2K211fMMS4HAJLEuC+Q3oQfFHQyvNyy+qsuTdff5cdnzgeAiEQArMQuN034/7mA8gPeAOiUNnctKTytem53XgrsFwhcCEBv4/8IFHvuwtduq4rHSxaa+x1HqSnEAiBEAiBFQks+4ajB5tv3JTPQaN+++Zleu0saGfz45JNUA2HMtWedAiEQJuA7hl9uKfQKc09hcR+C8ma6YcN1tdbBJggQiAEQiAETiXwmG+8/UEpoqQf+tBk08Tkesw8IODIEHhBoB4c6j3zovra2TpgsEYqEtfXjizeh0AIhEAIjCBwuzccPYh8Q6d8f3i63fVeOzex183U31iE5p9PDbNVvpZJOgRWI+DzHb0313v21WLu+qv1r66BWitVodq7jSQjBEIgBEIgBBoE8s32P1A4hCBl5mHb4PYUE9/qIhV35sxTRv8eceqg4PPXo+rZvcxj9BwqHjPUCTQEQiAELieQzWMHOQePHDp+AdrapJGXefULWwwHE+AgoWarLhtzUXquQiCHiwIkyRAIgRAIgVMJZGP4Ai8HD4qRzkEEIr8kG70qVZD55hvEXw3E8HgCzA+kgLzSlZ+rQ6AeMFjHOsVjDoEQCIEQCIFDCbABPLTROzdWH9Q5eOwe7dYBRJWrvc5J32ju7iwFlyBQx9bT6JK66jz5sebnJoF60NgsnMwQCIEQCIEQOIlA3dyd1M1zmuUAogc9+nOiPyxSNpc0SNoleWxMlXad/MjrCGzxJ09SF2P5k8rPjwhwoNBa09I/ajSVQiAEQiAEQuBgAo/5V6oO5tZtTg99Hvwq5Hq3UjIqATal2EkjZXedcmxiPc91yvXqe/6TdWfmujNp2Z0/+ZL6kEcb5JOOfIPA1rqylfdGFykaAiEQAiEQAocR0CYg14UE+CYybz8uhP7nZtc3vq7jEPeEb5L32FSfOq7vtXkd10fWlx+6nFNP/ymZn4cS0OGBNUMNu35oR2ksBEIgBEIgBE4k8J8T207ThUDdLLCZKMWSPJ6ANu1cPb3ms7FGKt91pVttYaMscrX68peLmJTu6ZSN/IJAa03gjUVdP77oJlVDIARCIARC4FIC2gzlGkiATUSVckm2ga6l6xAIgQsIcMjgYHFBl+kiBEIgBEIgBC4lkL/huBT3787YZCApwWFD9ppHmcgQCIG1CHAv9+Ra0cTbEAiBEAiBENhHIN+g7+M0tBRvP+QEuh9I0Ic6mc5DIAT+IKBDhd+bHDJUSHZP/1ExiRAIgRAIgRC4GYEcOBYb0NZGxW2+wVkstLgbAssS4PDA/ae035fLBhbHQyAEQiAEQuAAAvmVqgMgXtkEGxvvs9pIS7rudaKHQAi8T8DvJ9e9pZ7dy0QPgRAIgRAIgScRyIHjZqOtzQ7frEoqPDZAhFrT2CNDIATaBLhnuLdUivvLa1DObdFDIARCIARC4OkE8itVD58BbKB886RNk6cfjijh35xAne+tQwP3yc1RJLwQCIEQCIEQOIVADhynYF2r0dZmyg8cdUO2VnTxNgT+R8DnMgeL1vz/X41oIRACIRACIRAC3xLIgeNbgg+rz+bMDyQPQ5BwJydQDxLM2ep2z17LJR0CIRACIRACIfAdgRw4vuP3uNpbmzTyJB8HJgFfSqC+qWDO1cPGpU6lsxAIgRAIgRAIgSaBbAybWGL8lIAfOtgUsglUm56vNGWk5woBEWBOILE5HeaRbK57meghEAIhEAIhEAJzEMiBY45xeIwXdXNI2qXD8E2n26OvT6COrdLrR5UIQiAEQiAEQiAEKoEcOCqRpIcT4PCBIzUtu2ySbFIp43Z0lct1DoFX/DlUUA4vGC/SkSEQAiEQAiEQAvclkP+H475ju2xkdXNa0wqsZcPuea47kJ6dNrzs03Rn47pz2LLXPKXr4a+W8bajh0AIhEAIhEAIhEAIhMCyBOrGtwaifMpUqbJuc512ZKt20rPWx3f8c389j/xqSzoEQiAEQiAEQiAEQiAEQuAAAr4R7+l04/ktm+e73irbsnkd11tlW7ZWHcpFhkAIhEAIhEAIhMCRBP4fjNwLsrAbjZsAAAAASUVORK5CYII=) top left; + background-size: 100%; + background-repeat: no-repeat; + -webkit-transform: translateX(100%); + transform: translateX(100%); + -webkit-transition: .2s transform linear; + transition: .2s transform linear; + z-index: 5; + overflow: hidden; +} +.ai-slide-nav-visible { + -webkit-transform: translateX(0); + transform: translateX(0); +} +.ai-slide-nav-content { + width: 100%; + overflow: auto; + -webkit-transition: .2s all linear; + transition: .2s all linear; + -webkit-overflow-scrolling: touch; + height: 0; + -webkit-box-flex: 0; + -webkit-flex: 0; + flex: 0; +} +.ai-slide-nav-content-active { + -webkit-box-flex: 1; + -webkit-flex: 1; + flex: 1; +} +.ai-slide-nav-top-border { + position: absolute; + top: 0; + left: 0; + right: 0; + height: 1px; + background-color: rgba(255, 255, 255, 0.3); + -webkit-transform: scaleY(0.5); + transform: scaleY(0.5); +} +.ai-slide-nav-title { + position: relative; + box-sizing: border-box; + width: 100%; + height: 4.1875rem; + line-height: 4.1875rem; + font-size: 1.5rem; + color: #fff; +} +.ai-slide-nav-title:before { + content: ""; + position: absolute; + left: 0; + right: 0; + height: 1px; + background-color: rgba(255, 255, 255, 0.3); + -webkit-transform: scaleY(0.5); + transform: scaleY(0.5); +} +.ai-slide-nav-title:before { + bottom: 0; +} +.ai-slide-nav-title:after { + top: 0; +} +.ai-slide-nav-title:first-child:after { + display: none; +} +.ai-slide-nav-title.top-shadow:after { + display: block; + content: ''; + position: absolute; + top: -3.5rem; + left: -1.2rem; + right: 0; + height: 3.5rem; + z-index: 9; + background-image: -webkit-linear-gradient(top, rgba(27, 27, 27, 0) 0%, #1b1b1b 99%); + background-image: linear-gradient(-180deg, rgba(27, 27, 27, 0) 0%, #1b1b1b 99%); +} +.ai-slide-nav-title-icon:after { + position: absolute; + content: "\E900"; + right: 1.25rem; + color: #7e7e7e; + font-family: 'icomoon'; + font-size: 1.2rem; + -webkit-transition: .2s transform linear; + transition: .2s transform linear; + -webkit-transform: rotate(0); + transform: rotate(0); +} +.ai-slide-nav-title-icon-active:after { + -webkit-transform: rotate(180deg); + transform: rotate(180deg); +} +.ai-slide-nav-item { + padding: .9375rem 0 .9375rem 1.25rem; + font-size: 1.3rem; + color: #fff; +} +.ai-footer { + margin: 0 -1.06rem; + height: 4rem; + line-height: 4rem; + text-align: center; + background-color: #1e1e1e; + color: #747474; +} + +.ai-top-nav { + position: relative; + height: 50px; + line-height: 50px; + background-color: #000; + padding: 0 1.04rem; + display: -webkit-box; + display: -webkit-flex; + display: flex; + -webkit-box-align: center; + -webkit-align-items: center; + align-items: center; +} +.ai-top-nav-title { + color: #fff; +} +.ai-top-nav-logo { + max-width: 10.54rem; + max-height: 1.5rem; + margin: 0 .4rem; +} +.ai-top-nav-item { + color: #fff; + position: absolute; + right: 1.04rem; + margin: 0 .4rem; +} +.ai-top-nav-item a { + color: #fff; +} +.ai-top-nav-mask { + position: absolute; + top: 0; + bottom: 0; + left: 0; + right: 0; + z-index: 4; + background-color: rgba(0, 0, 0, 0.8); +} + +.ai-heading { + box-sizing: border-box; + width: 100%; + padding: 3.77rem 0 1.3125rem; + font-size: 1.7rem; + line-height: 1; + letter-spacing: .2rem; + text-align: center; + font-weight: bold; + color: #333; +} +.ai-heading-paddle { + font-size: 1.3rem; +} + +.ai-head-more { + box-sizing: border-box; + width: 100%; + padding: 3.77rem 0 1.3125rem; + line-height: 1; + letter-spacing: .0rem; + text-align: center; + font-family: PingFangSC-Regular; +} +.ai-head-more-heading { + /*font-size: 1.5rem;*/ + font-size: 1.6875rem; + margin-bottom: .5rem; +} +.ai-head-more-intro { + /*font-size: 1.0rem;*/ + font-size: 1.1818rem; + color: #999999; +} +.ai-head-more-more { + font-size: 1.0rem; + color: #006FEF; +} + +.ai-head-poster { + position: relative; + display: -webkit-box; + display: -webkit-flex; + display: flex; + margin: 0 -1.06rem; + -webkit-box-orient: vertical; + -webkit-box-direction: normal; + -webkit-flex-direction: column; + flex-direction: column; + -webkit-box-align: center; + -webkit-align-items: center; + align-items: center; + text-align: center; + background-size: contain; + background-position: center; +} +.ai-head-poster-button-container { + display: inline-block; + margin-top: 1.25rem; +} +.ai-head-poster-bg { + width: 100%; + max-height: 25rem; + vertical-align: top; +} +.ai-head-poster-mask { + position: absolute; + top: 0; + bottom: 0; + left: 0; + right: 0; + background-color: rgba(0, 0, 0, 0.4); +} +.ai-head-poster-content { + position: absolute; + width: 100%; + top: 50%; + left: 50%; + -webkit-transform: translate(-50%, -50%); + transform: translate(-50%, -50%); + text-align: center; +} +.ai-head-poster-heading { + padding-bottom: 1rem; + text-align: center; + color: #fff; + line-height: 1.3; + font-size: 2rem; +} +.ai-head-poster-intro { + text-align: center; + font-size: 1rem; + color: #fff; + padding-bottom: 1.5rem; +} + +ai-ecology-btn { + display: inline-block; + border: 1px solid; + border-radius: 100px; +} +ai-ecology-btn-content { + margin: 0 1rem; +} +ai-ecology-btn-icon { + width: 1.2rem; + height: 1.2rem; +} + +.ai-application { + border-top: 1px solid #E1E1E1; + text-align: center; +} +.ai-application img { + max-width: 100%; +} +.ai-application-item { + box-sizing: border-box; + width: 100%; + padding: 1.3125rem 0 1.3125rem; + line-height: 1; + letter-spacing: .0rem; + text-align: center; + border-bottom: 1px solid #E1E1E1; +} +.ai-application-item-heading { + /*font-size: 1.2rem;*/ + font-size: 1.3714rem; + margin-bottom: .5rem; +} +.ai-application-item-wrap { + position: relative; + height: 4rem; +} +.ai-application-item-intro { + font-size: 1.0rem; + color: #999999; + font-family: PingFangSC-Regular; + width: 100%; + line-height: 1.2rem; + /*height: 4rem; + display: flex; + align-items: center; + text-align: center;*/ + position: absolute; + margin: 0 auto; + top: 50%; + left: 50%; + -webkit-transform: translate(-50%, -50%); + transform: translate(-50%, -50%); +} +.ai-application-item-more { + /*font-size: 1.1rem;*/ + font-size: 1.155rem; + color: #006FEF; +} + +.ai-advantage { + position: relative; + margin: 0 -0.3125rem; + background-color: #fff; +} +.ai-advantage:after { + content: "020"; + visibility: hidden; + clear: both; +} +.ai-advantage-wrap { + display: inline-block; + box-sizing: border-box; + width: 50%; + padding: 0.3125rem 0.3125rem; + float: left; +} +.ai-advantage-item { + position: relative; + color: #fff; + background: #F6F6F6; + text-align: center; +} +.ai-advantage-item img { + max-width: 30%; + margin: 1rem auto; +} +.ai-advantage-item-name { + font-size: 1.6rem; + color: #333333; +} +.ai-advantage-item-desc { + font-size: 1.0rem; + color: #999999; + margin-left: 1.2rem; + margin-right: 1.2rem; + height: 8rem; + display: -webkit-box; + display: -webkit-flex; + display: flex; + -webkit-box-align: center; + -webkit-align-items: center; + align-items: center; + font-family: PingFangSC-Regular; +} +.ai-advantage-collapse-btn { + width: 100%; + height: 3.375rem; + line-height: 3.375rem; + color: #333; + font-size: .875rem; + text-align: center; +} +.ai-advantage-collapse-icon { + font-size: 1rem; + font-weight: 500; + color: #999; + margin-left: 0.625rem; + vertical-align: middle; +} + +.ai-solution { + position: relative; + margin: 0 -0.3125rem; + background-color: #fff; +} +.ai-solution:before { + content: ""; + position: absolute; + left: 0; + right: 0; + bottom: 0; + height: 1px; + -webkit-transform: scaleY(0.5); + transform: scaleY(0.5); + background-color: #e1e1e1; +} +.ai-solution-wrap { + display: inline-block; + box-sizing: border-box; + width: 50%; + padding: 0.3125rem 0.3125rem; + color: #fff; +} +.ai-solution-wrap img { + max-width: 100%; + vertical-align: top; +} +.ai-solution-item { + position: relative; +} +.ai-solution-item-overlay { + display: -webkit-box; + display: -webkit-flex; + display: flex; + position: absolute; + left: 0; + right: 0; + top: 0; + bottom: 0; + -webkit-box-pack: center; + -webkit-justify-content: center; + justify-content: center; + -webkit-box-align: center; + -webkit-align-items: center; + align-items: center; + background-color: rgba(0, 0, 0, 0.5); + font-size: 1.3333rem; +} +.ai-solution-collapse-btn { + width: 100%; + height: 3.375rem; + line-height: 3.375rem; + color: #333; + font-size: 1.1666rem; + text-align: center; +} +.ai-solution-collapse-icon { + font-size: 1rem; + font-weight: 500; + color: #999; + margin-left: 0.625rem; + vertical-align: middle; +} + +.ai-news-item { + position: relative; + padding: 1.125rem 0; + display: -webkit-box; + display: -webkit-flex; + display: flex; + -webkit-box-align: center; + -webkit-align-items: center; + align-items: center; +} +.ai-news-item:before { + content: ''; + position: absolute; + left: 0; + right: 0; + height: 1px; + background-color: #e1e1e1; + -webkit-transform: scaleY(0.5); + transform: scaleY(0.5); +} +.ai-news-item:before { + bottom: 0; +} +.ai-news-poster { + width: 7.58rem; + height: 5.08rem; + margin-right: .5rem; +} +.ai-news-wrapper { + -webkit-box-flex: 1; + -webkit-flex: 1; + flex: 1; + height: 5.08rem; +} +.ai-news-title { + box-sizing: border-box; + height: 4.08rem; + padding-bottom: .4rem; + line-height: 2rem; + display: -webkit-box; + overflow: hidden; + -webkit-line-clamp: 2; + -webkit-box-orient: vertical; + color: #000; + font-size: 1.3rem; +} +.ai-news-date { + color: #999; + height: 1rem; + line-height: 1rem; + font-size: 1rem; +} +.ai-news-poster img { + width: 100%; + height: 100%; +} +.ai-first-news .ai-news-item:after { + content: ''; + position: absolute; + top: 0; + left: 0; + right: 0; + height: 1px; + background-color: #e1e1e1; + -webkit-transform: scaleY(0.5); + transform: scaleY(0.5); +} diff --git a/mobile/fonts/icomoon.eot b/mobile/fonts/icomoon.eot new file mode 100644 index 0000000000000000000000000000000000000000..9f4772a3e2cb5faf4261036be82cd08a8c4be9cd Binary files /dev/null and b/mobile/fonts/icomoon.eot differ diff --git a/mobile/fonts/icomoon.svg b/mobile/fonts/icomoon.svg new file mode 100644 index 0000000000000000000000000000000000000000..a5eec22fc75a62b1ccfefaafea40bad40c7994b7 --- /dev/null +++ b/mobile/fonts/icomoon.svg @@ -0,0 +1,14 @@ + + + +Generated by IcoMoon + + + + + + + + + + \ No newline at end of file diff --git a/mobile/fonts/icomoon.ttf b/mobile/fonts/icomoon.ttf new file mode 100644 index 0000000000000000000000000000000000000000..de346701cd55cd354cabb4e4a2431290394549bd Binary files /dev/null and b/mobile/fonts/icomoon.ttf differ diff --git a/mobile/fonts/icomoon.woff b/mobile/fonts/icomoon.woff new file mode 100644 index 0000000000000000000000000000000000000000..5d14ab1c53b3779bcc59273e1eaf1380f5069ef9 Binary files /dev/null and b/mobile/fonts/icomoon.woff differ diff --git a/mobile/images/home/LOGO.png b/mobile/images/home/LOGO.png new file mode 100644 index 0000000000000000000000000000000000000000..afc5f7fa8b24cbc474ec70457802a0e4b4853dc5 Binary files /dev/null and b/mobile/images/home/LOGO.png differ diff --git a/mobile/images/home/TASA-ICON-01.png b/mobile/images/home/TASA-ICON-01.png new file mode 100644 index 0000000000000000000000000000000000000000..6f7265c224c47025c6409821a124e2477a4cbb93 Binary files /dev/null and b/mobile/images/home/TASA-ICON-01.png differ diff --git a/mobile/images/home/TASA-ICON-02.png b/mobile/images/home/TASA-ICON-02.png new file mode 100644 index 0000000000000000000000000000000000000000..790c1dc303fe7bdfd198ffcad88068c444611106 Binary files /dev/null and b/mobile/images/home/TASA-ICON-02.png differ diff --git a/mobile/images/home/TASA-ICON-03.png b/mobile/images/home/TASA-ICON-03.png new file mode 100644 index 0000000000000000000000000000000000000000..7bce8ec6b8bbdaba902a6d097d3f2bfe2819da7d Binary files /dev/null and b/mobile/images/home/TASA-ICON-03.png differ diff --git a/mobile/images/home/TASA-ICON-04.png b/mobile/images/home/TASA-ICON-04.png new file mode 100644 index 0000000000000000000000000000000000000000..a268e492c4680647e4533d2117f9f73d350ae4a2 Binary files /dev/null and b/mobile/images/home/TASA-ICON-04.png differ diff --git a/mobile/images/home/githublogo.png b/mobile/images/home/githublogo.png new file mode 100644 index 0000000000000000000000000000000000000000..1256fb6d8397d61dc9f2c1e4ae2ad9e22903a2ed Binary files /dev/null and b/mobile/images/home/githublogo.png differ diff --git a/mobile/images/home/header-bg-1.png b/mobile/images/home/header-bg-1.png new file mode 100644 index 0000000000000000000000000000000000000000..8e1bcaf358a208e1fab9049ec2f7473d12986346 Binary files /dev/null and b/mobile/images/home/header-bg-1.png differ diff --git a/mobile/images/home/paddle-use-01.png b/mobile/images/home/paddle-use-01.png new file mode 100644 index 0000000000000000000000000000000000000000..284711c42e2f9c0851b4270c7258218ece6f4179 Binary files /dev/null and b/mobile/images/home/paddle-use-01.png differ diff --git a/mobile/images/home/paddle-use-02.png b/mobile/images/home/paddle-use-02.png new file mode 100644 index 0000000000000000000000000000000000000000..43e695cecca88aef102e3f01a3138f070893d926 Binary files /dev/null and b/mobile/images/home/paddle-use-02.png differ diff --git a/mobile/images/home/paddle-use-03.png b/mobile/images/home/paddle-use-03.png new file mode 100644 index 0000000000000000000000000000000000000000..37291d41b80bf5b8ce03d6c915c4ffaa69a42352 Binary files /dev/null and b/mobile/images/home/paddle-use-03.png differ diff --git a/mobile/index.cn.html b/mobile/index.cn.html new file mode 100644 index 0000000000000000000000000000000000000000..8a4cd7cf7536408ab1fe1c5f4fa71c2faabbea8d --- /dev/null +++ b/mobile/index.cn.html @@ -0,0 +1,60 @@ + + + + + + + PaddlePaddle + + + + + + +
PaddlePaddle English
易学易用的分布式深度学习平台
正在为100+项产品提供深度学习算法支持
丰富的算法服务
易用、高效、灵活、扩展性好
机器视觉
卷积神经网络可以识别图像中的主要对象,并输出分类结果
查看更多 >
自然语言理解
利用LSTM网络从IMDB电影评论的中分析出评论者情绪的正面和负面
查看更多 >
搜索引擎排序
分析用户特征、电影特征、点评分数,预测新用户对不同电影的点评分数
查看更多 >
Technology and Service Anvantages
+ 易用性 +
+ 为用户提供了直观、灵活的数据接口和模型配置接口 +
+ 灵活性 +
+ 支持CNN、RNN等多种神经网络结构和优化算法。简单书写配置文件即可实现复杂模型 +
+ 高效性 +
+ 在计算、存储、通信、架构等方面都做了高效优化，充分发挥各种资源的性能 +
+ 扩展性 +
+ 全面支持多核、多GPU、多机环境。轻松应对大规模数据训练需求 +
现在开始使用PaddlePaddle
易学易用的分布式深度学习平台
©2017 Baidu 使用必读
+ + + + diff --git a/mobile/index.html b/mobile/index.html new file mode 100644 index 0000000000000000000000000000000000000000..7ace2db37c3ef7ba3fef1042e48709f75a8fd77b --- /dev/null +++ b/mobile/index.html @@ -0,0 +1,60 @@ + + + + + + + PaddlePaddle + + + + + + +
PaddlePaddle 中文版
Easy to Learn and Use Distributed Deep Learning Platform
Providing deep learning algorithms for 100+ products
Extensive Algorithmic Service
Easy to use, efficient, flexible, and scalable
Mechine Vision
The convoluted neural network can identify the main object in the image and output the classification result
Read more >
Natural Language Understanding
Using the LSTM network to analyze the positive and negative aspects of the commenter's emotions from IMDB film review
Read more >
Search Engine Ranking
Analyze user characteristics, movie features, rating scores, predict new users' ratings for different movies
Read more >
Technology and Service Anvantages
+ Ease of use +
+ Provids an intuitive and flexible interface for loading data and specifying model structure. +
+ Flexibility +
+ Supports CNN, RNN and other neural network. Easy to configure complex models. +
+ Efficiency +
+ Efficient optimization of computing, memory, communications and architecture. +
+ Scalability +
+ Easy to use many CPUs/GPUs and machines to speed up your training and handle large-scale data easily. +
Start Using PaddlePaddle
Just go to www.paddlepaddle.org on computer
©2017 Baidu 使用必读
+ + + + diff --git a/mobile/js/index.cn.js b/mobile/js/index.cn.js new file mode 100644 index 0000000000000000000000000000000000000000..a58591ac12dc40bb1aab4948709552d26b587135 --- /dev/null +++ b/mobile/js/index.cn.js @@ -0,0 +1 @@ +webpackJsonp([0],{139:function(e,t,n){function o(e){a||n(342)}var a=!1,r=n(18)(n(151),n(357),o,null,null);r.options.__file="/Users/baidu/Documents/codeRep/paddle-homepage/baidu/ai/portal-mobile/src/page/indexCN.vue",r.esModule&&Object.keys(r.esModule).some(function(e){return"default"!==e&&"__"!==e.substr(0,2)})&&console.error("named exports are not supported in *.vue files."),r.options.functional&&console.error("[vue-loader] indexCN.vue: functional components are not supported with templates, they should use render functions."),e.exports=r.exports},151:function(e,t,n){"use strict";function o(e){return e&&e.__esModule?e:{default:e}}Object.defineProperty(t,"__esModule",{value:!0});var a=n(131),r=o(a),i=n(130),d=o(i),s=n(132),l=o(s),u=n(92),p=o(u),c=n(91),f=o(c),g=n(135),m=o(g),h=n(134),v=o(h),b=n(133),y=o(b),_=n(90),x=o(_),S=n(137),w=o(S),M=n(136),k=o(M),B=n(126),N=n(89);t.default={components:{app:l.default,heading:p.default,headMore:f.default,headPoster:m.default,application:v.default,advantage:y.default,gitButton:x.default,solution:w.default,newsItem:k.default,swipe:r.default,"swipe-item":d.default},data:function(){return{topNav:{item:"English",link:"index.html"},poster:{heading:"易学易用的分布式深度学习平台",intro:"正在为100+项产品提供深度学习算法支持",posterBg:B},headMore0:{heading:"丰富的算法服务",intro:"易用、高效、灵活、扩展性好"},headMore1:{heading:"现在开始使用PaddlePaddle",intro:"易学易用的分布式深度学习平台"},gitButton:{align:"center",margin:1.8,text:"Fork me on Github",imgSrc:N,styleObject:{textAlign:"center",fontSize:"1.2rem",color:"#fff",lineHeight:"3rem",background:"#006FEF"}},moreShowText:"查看更多 >",applications:[{imgSrc:n(127),heading:"机器视觉",intro:"卷积神经网络可以识别图像中的主要对象,并输出分类结果",link:"http://book.paddlepaddle.org/03.image_classification/index.cn.html"},{imgSrc:n(128),heading:"自然语言理解",intro:"利用LSTM网络从IMDB电影评论的中分析出评论者情绪的正面和负面",link:"http://book.paddlepaddle.org/06.understand_sentiment/index.cn.html"},{imgSrc:n(129),heading:"搜索引擎排序",intro:"分析用户特征、电影特征、点评分数,预测新用户对不同电影的点评分数",link:"http://book.paddlepaddle.org/05.recommender_system/index.cn.html"}],advantages:[{src:n(122),name:"易用性",desc:"为用户提供了直观、灵活的数据接口和模型配置接口"},{src:n(123),name:"灵活性",desc:"支持CNN、RNN等多种神经网络结构和优化算法。简单书写配置文件即可实现复杂模型"},{src:n(124),name:"高效性",desc:"在计算、存储、通信、架构等方面都做了高效优化，充分发挥各种资源的性能"},{src:n(125),name:"扩展性",desc:"全面支持多核、多GPU、多机环境。轻松应对大规模数据训练需求"}],swipeSrc:B,gitSrc:N,news:[]}}}},152:function(e,t,n){"use strict";function o(e){return e&&e.__esModule?e:{default:e}}var a="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(e){return typeof e}:function(e){return e&&"function"==typeof Symbol&&e.constructor===Symbol&&e!==Symbol.prototype?"symbol":typeof e};n(47);var r=n(41),i=o(r),d=n(62),s=o(d),l=n(139),u=o(l);i.default.use(s.default);var p=new i.default(u.default);"object"===("undefined"==typeof window?"undefined":a(window))?p.$mount("#app"):void 0!==e&&e.exports&&(e.exports=p)},342:function(e,t){},357:function(e,t,n){e.exports={render:function(){var e=this,t=e.$createElement,n=e._self._c||t;return n("app",{attrs:{topNavItem:e.topNav.item,topNavLink:e.topNav.link}},[n("head-poster",{attrs:{heading:e.poster.heading,intro:e.poster.intro,posterBg:e.poster.posterBg}}),e._v(" "),n("head-more",{attrs:{heading:e.headMore0.heading,intro:e.headMore0.intro}}),e._v(" "),n("application",{attrs:{applications:e.applications,moreShowText:e.moreShowText}}),e._v(" "),n("advantage",{attrs:{advantages:e.advantages}}),e._v(" "),n("head-more",{attrs:{heading:e.headMore1.heading,intro:e.headMore1.intro}}),e._v(" "),n("git-button",{attrs:{align:e.gitButton.align,margin:e.gitButton.margin,styleObject:e.gitButton.styleObject,imgSrc:e.gitButton.imgSrc,text:e.gitButton.text}})],1)},staticRenderFns:[]},e.exports.render._withStripped=!0}},[152]); \ No newline at end of file diff --git a/mobile/js/index.js b/mobile/js/index.js new file mode 100644 index 0000000000000000000000000000000000000000..c8fe31bb46bef317ea0802c16ac4399e9b0680db --- /dev/null +++ b/mobile/js/index.js @@ -0,0 +1 @@ +webpackJsonp([1],{138:function(e,t,n){function o(e){a||n(344)}var a=!1,i=n(18)(n(150),n(359),o,null,null);i.options.__file="/Users/baidu/Documents/codeRep/paddle-homepage/baidu/ai/portal-mobile/src/page/index.vue",i.esModule&&Object.keys(i.esModule).some(function(e){return"default"!==e&&"__"!==e.substr(0,2)})&&console.error("named exports are not supported in *.vue files."),i.options.functional&&console.error("[vue-loader] index.vue: functional components are not supported with templates, they should use render functions."),e.exports=i.exports},150:function(e,t,n){"use strict";function o(e){return e&&e.__esModule?e:{default:e}}Object.defineProperty(t,"__esModule",{value:!0});var a=n(131),i=o(a),r=n(130),d=o(r),s=n(132),l=o(s),u=n(92),c=o(u),p=n(91),f=o(p),m=n(135),g=o(m),h=n(134),v=o(h),y=n(133),b=o(y),x=n(90),w=o(x),S=n(137),_=o(S),k=n(136),M=o(k),B=n(126),E=n(89);t.default={components:{app:l.default,heading:c.default,headMore:f.default,headPoster:g.default,application:v.default,advantage:b.default,gitButton:w.default,solution:_.default,newsItem:M.default,swipe:i.default,"swipe-item":d.default},data:function(){return{topNav:{item:"中文版",link:"index.cn.html"},poster:{heading:"Easy to Learn and Use Distributed Deep Learning Platform",intro:"Providing deep learning algorithms for 100+ products",posterBg:B},headMore0:{heading:"Extensive Algorithmic Service",intro:"Easy to use, efficient, flexible, and scalable"},headMore1:{heading:"Start Using PaddlePaddle",intro:"Just go to www.paddlepaddle.org on computer"},gitButton:{align:"center",margin:1.8,text:"Fork me on Github",imgSrc:E,styleObject:{textAlign:"center",fontSize:"1.2rem",color:"#fff",lineHeight:"3rem",background:"#006FEF"}},moreShowText:"Read more >",applications:[{imgSrc:n(127),heading:"Mechine Vision",intro:"The convoluted neural network can identify the main object in the image and output the classification result",link:"http://book.paddlepaddle.org/03.image_classification/index.html"},{imgSrc:n(128),heading:"Natural Language Understanding",intro:"Using the LSTM network to analyze the positive and negative aspects of the commenter's emotions from IMDB film review",link:"http://book.paddlepaddle.org/06.understand_sentiment/index.html"},{imgSrc:n(129),heading:"Search Engine Ranking",intro:"Analyze user characteristics, movie features, rating scores, predict new users' ratings for different movies",link:"http://book.paddlepaddle.org/05.recommender_system/index.html"}],advantages:[{src:n(122),name:"Ease of use",desc:"Provids an intuitive and flexible interface for loading data and specifying model structure."},{src:n(123),name:"Flexibility",desc:"Supports CNN, RNN and other neural network. Easy to configure complex models."},{src:n(124),name:"Efficiency",desc:"Efficient optimization of computing, memory, communications and architecture."},{src:n(125),name:"Scalability",desc:"Easy to use many CPUs/GPUs and machines to speed up your training and handle large-scale data easily."}],swipeSrc:B,gitSrc:E,news:[]}}}},153:function(e,t,n){"use strict";function o(e){return e&&e.__esModule?e:{default:e}}var a="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(e){return typeof e}:function(e){return e&&"function"==typeof Symbol&&e.constructor===Symbol&&e!==Symbol.prototype?"symbol":typeof e};n(47);var i=n(41),r=o(i),d=n(62),s=o(d),l=n(138),u=o(l);r.default.use(s.default);var c=new r.default(u.default);"object"===("undefined"==typeof window?"undefined":a(window))?c.$mount("#app"):void 0!==e&&e.exports&&(e.exports=c)},344:function(e,t){},359:function(e,t,n){e.exports={render:function(){var e=this,t=e.$createElement,n=e._self._c||t;return n("app",{attrs:{topNavItem:e.topNav.item,topNavLink:e.topNav.link}},[n("head-poster",{attrs:{heading:e.poster.heading,intro:e.poster.intro,posterBg:e.poster.posterBg}}),e._v(" "),n("head-more",{attrs:{heading:e.headMore0.heading,intro:e.headMore0.intro}}),e._v(" "),n("application",{attrs:{applications:e.applications,moreShowText:e.moreShowText}}),e._v(" "),n("advantage",{attrs:{advantages:e.advantages}}),e._v(" "),n("head-more",{attrs:{heading:e.headMore1.heading,intro:e.headMore1.intro}}),e._v(" "),n("git-button",{attrs:{align:e.gitButton.align,margin:e.gitButton.margin,styleObject:e.gitButton.styleObject,imgSrc:e.gitButton.imgSrc,text:e.gitButton.text}})],1)},staticRenderFns:[]},e.exports.render._withStripped=!0}},[153]); \ No newline at end of file diff --git a/mobile/js/vendor.js b/mobile/js/vendor.js new file mode 100644 index 0000000000000000000000000000000000000000..277a1bf348f2cdff9385759c013c4573cd8c0592 --- /dev/null +++ b/mobile/js/vendor.js @@ -0,0 +1 @@ +!function(t){function e(n){if(r[n])return r[n].exports;var o=r[n]={i:n,l:!1,exports:{}};return t[n].call(o.exports,o,o.exports,e),o.l=!0,o.exports}var n=window.webpackJsonp;window.webpackJsonp=function(r,i,a){for(var s,u,c,f=0,l=[];f0?o(r(t),9007199254740991):0}},function(t,e,n){var r=n(20);t.exports=function(t){return Object(r(t))}},function(t,e){var n={}.hasOwnProperty;t.exports=function(t,e){return n.call(t,e)}},function(t,e){t.exports=function(t){if("function"!=typeof t)throw TypeError(t+" is not a function!");return t}},function(t,e,n){var r=n(7),o=n(30);t.exports=n(6)?function(t,e,n){return r.f(t,e,o(1,n))}:function(t,e,n){return t[e]=n,t}},function(t,e,n){var r=n(2),o=n(12),i=n(10),a=n(40)("src"),s=Function.toString,u=(""+s).split("toString");n(25).inspectSource=function(t){return s.call(t)},(t.exports=function(t,e,n,s){var c="function"==typeof n;c&&(i(n,"name")||o(n,"name",e)),t[e]!==n&&(c&&(i(n,a)||o(n,a,t[e]?""+t[e]:u.join(String(e)))),t===r?t[e]=n:s?t[e]?t[e]=n:o(t,e,n):(delete t[e],o(t,e,n)))})(Function.prototype,"toString",function(){return"function"==typeof this&&this[a]||s.call(this)})},function(t,e,n){var r=n(0),o=n(3),i=n(20),a=/"/g,s=function(t,e,n,r){var o=String(i(t)),s="<"+e;return""!==n&&(s+=" "+n+'="'+String(r).replace(a,""")+'"'),s+">"+o+""};t.exports=function(t,e){var n={};n[t]=e(s),r(r.P+r.F*o(function(){var e=""[t]('"');return e!==e.toLowerCase()||e.split('"').length>3}),"String",n)}},function(t,e,n){var r=n(49),o=n(20);t.exports=function(t){return r(o(t))}},function(t,e,n){var r=n(50),o=n(30),i=n(15),a=n(24),s=n(10),u=n(102),c=Object.getOwnPropertyDescriptor;e.f=n(6)?c:function(t,e){if(t=i(t),e=a(e,!0),u)try{return c(t,e)}catch(t){}if(s(t,e))return o(!r.f.call(t,e),t[e])}},function(t,e,n){var r=n(10),o=n(9),i=n(78)("IE_PROTO"),a=Object.prototype;t.exports=Object.getPrototypeOf||function(t){return t=o(t),r(t,i)?t[i]:"function"==typeof t.constructor&&t instanceof t.constructor?t.constructor.prototype:t instanceof Object?a:null}},function(t,e){t.exports=function(t,e,n,r,o){var i,a=t=t||{},s=typeof t.default;"object"!==s&&"function"!==s||(i=t,a=t.default);var u="function"==typeof a?a.options:a;e&&(u.render=e.render,u.staticRenderFns=e.staticRenderFns),r&&(u._scopeId=r);var c;if(o?(c=function(t){t=t||this.$vnode&&this.$vnode.ssrContext||this.parent&&this.parent.$vnode&&this.parent.$vnode.ssrContext,t||"undefined"==typeof __VUE_SSR_CONTEXT__||(t=__VUE_SSR_CONTEXT__),n&&n.call(this,t),t&&t._registeredComponents&&t._registeredComponents.add(o)},u._ssrRegister=c):n&&(c=n),c){var f=u.functional,l=f?u.render:u.beforeCreate;f?u.render=function(t,e){return c.call(e),l(t,e)}:u.beforeCreate=l?[].concat(l,c):[c]}return{esModule:i,exports:a,options:u}}},function(t,e){var n={}.toString;t.exports=function(t){return n.call(t).slice(8,-1)}},function(t,e){t.exports=function(t){if(void 0==t)throw TypeError("Can't call method on "+t);return t}},function(t,e,n){var r=n(3);t.exports=function(t,e){return!!t&&r(function(){e?t.call(null,function(){},1):t.call(null)})}},function(t,e,n){var r=n(26),o=n(49),i=n(9),a=n(8),s=n(156);t.exports=function(t,e){var n=1==t,u=2==t,c=3==t,f=4==t,l=6==t,p=5==t||l,d=e||s;return function(e,s,h){for(var v,m,g=i(e),y=o(g),_=r(s,h,3),b=a(y.length),x=0,w=n?d(e,b):u?d(e,0):void 0;b>x;x++)if((p||x in y)&&(v=y[x],m=_(v,x,g),t))if(n)w[x]=m;else if(m)switch(t){case 3:return!0;case 5:return v;case 6:return x;case 2:w.push(v)}else if(f)return!1;return l?-1:c||f?f:w}}},function(t,e,n){var r=n(0),o=n(25),i=n(3);t.exports=function(t,e){var n=(o.Object||{})[t]||Object[t],a={};a[t]=e(n),r(r.S+r.F*i(function(){n(1)}),"Object",a)}},function(t,e,n){var r=n(4);t.exports=function(t,e){if(!r(t))return t;var n,o;if(e&&"function"==typeof(n=t.toString)&&!r(o=n.call(t)))return o;if("function"==typeof(n=t.valueOf)&&!r(o=n.call(t)))return o;if(!e&&"function"==typeof(n=t.toString)&&!r(o=n.call(t)))return o;throw TypeError("Can't convert object to primitive value")}},function(t,e){var n=t.exports={version:"2.4.0"};"number"==typeof __e&&(__e=n)},function(t,e,n){var r=n(11);t.exports=function(t,e,n){if(r(t),void 0===e)return t;switch(n){case 1:return function(n){return t.call(e,n)};case 2:return function(n,r){return t.call(e,n,r)};case 3:return function(n,r,o){return t.call(e,n,r,o)}}return function(){return t.apply(e,arguments)}}},function(t,e,n){var r=n(118),o=n(0),i=n(60)("metadata"),a=i.store||(i.store=new(n(121))),s=function(t,e,n){var o=a.get(t);if(!o){if(!n)return;a.set(t,o=new r)}var i=o.get(e);if(!i){if(!n)return;o.set(e,i=new r)}return i},u=function(t,e,n){var r=s(e,n,!1);return void 0!==r&&r.has(t)},c=function(t,e,n){var r=s(e,n,!1);return void 0===r?void 0:r.get(t)},f=function(t,e,n,r){s(n,r,!0).set(t,e)},l=function(t,e){var n=s(t,e,!1),r=[];return n&&n.forEach(function(t,e){r.push(e)}),r},p=function(t){return void 0===t||"symbol"==typeof t?t:String(t)},d=function(t){o(o.S,"Reflect",t)};t.exports={store:a,map:s,has:u,get:c,set:f,keys:l,key:p,exp:d}},function(t,e,n){"use strict";if(n(6)){var r=n(33),o=n(2),i=n(3),a=n(0),s=n(61),u=n(85),c=n(26),f=n(32),l=n(30),p=n(12),d=n(37),h=n(31),v=n(8),m=n(39),g=n(24),y=n(10),_=n(115),b=n(48),x=n(4),w=n(9),S=n(70),O=n(34),E=n(17),A=n(35).f,C=n(87),T=n(40),j=n(5),P=n(22),k=n(51),M=n(79),$=n(88),I=n(44),N=n(57),F=n(38),R=n(63),L=n(95),D=n(7),U=n(16),B=D.f,W=U.f,V=o.RangeError,G=o.TypeError,H=o.Uint8Array,z=Array.prototype,q=u.ArrayBuffer,J=u.DataView,X=P(0),Y=P(2),K=P(3),Z=P(4),Q=P(5),tt=P(6),et=k(!0),nt=k(!1),rt=$.values,ot=$.keys,it=$.entries,at=z.lastIndexOf,st=z.reduce,ut=z.reduceRight,ct=z.join,ft=z.sort,lt=z.slice,pt=z.toString,dt=z.toLocaleString,ht=j("iterator"),vt=j("toStringTag"),mt=T("typed_constructor"),gt=T("def_constructor"),yt=s.CONSTR,_t=s.TYPED,bt=s.VIEW,xt=P(1,function(t,e){return Ct(M(t,t[gt]),e)}),wt=i(function(){return 1===new H(new Uint16Array([1]).buffer)[0]}),St=!!H&&!!H.prototype.set&&i(function(){new H(1).set({})}),Ot=function(t,e){if(void 0===t)throw G("Wrong length!");var n=+t,r=v(t);if(e&&!_(n,r))throw V("Wrong length!");return r},Et=function(t,e){var n=h(t);if(n<0||n%e)throw V("Wrong offset!");return n},At=function(t){if(x(t)&&_t in t)return t;throw G(t+" is not a typed array!")},Ct=function(t,e){if(!(x(t)&&mt in t))throw G("It is not a typed array constructor!");return new t(e)},Tt=function(t,e){return jt(M(t,t[gt]),e)},jt=function(t,e){for(var n=0,r=e.length,o=Ct(t,r);r>n;)o[n]=e[n++];return o},Pt=function(t,e,n){B(t,e,{get:function(){return this._d[n]}})},kt=function(t){var e,n,r,o,i,a,s=w(t),u=arguments.length,f=u>1?arguments[1]:void 0,l=void 0!==f,p=C(s);if(void 0!=p&&!S(p)){for(a=p.call(s),r=[],e=0;!(i=a.next()).done;e++)r.push(i.value);s=r}for(l&&u>2&&(f=c(f,arguments[2],2)),e=0,n=v(s.length),o=Ct(this,n);n>e;e++)o[e]=l?f(s[e],e):s[e];return o},Mt=function(){for(var t=0,e=arguments.length,n=Ct(this,e);e>t;)n[t]=arguments[t++];return n},$t=!!H&&i(function(){dt.call(new H(1))}),It=function(){return dt.apply($t?lt.call(At(this)):At(this),arguments)},Nt={copyWithin:function(t,e){return L.call(At(this),t,e,arguments.length>2?arguments[2]:void 0)},every:function(t){return Z(At(this),t,arguments.length>1?arguments[1]:void 0)},fill:function(t){return R.apply(At(this),arguments)},filter:function(t){return Tt(this,Y(At(this),t,arguments.length>1?arguments[1]:void 0))},find:function(t){return Q(At(this),t,arguments.length>1?arguments[1]:void 0)},findIndex:function(t){return tt(At(this),t,arguments.length>1?arguments[1]:void 0)},forEach:function(t){X(At(this),t,arguments.length>1?arguments[1]:void 0)},indexOf:function(t){return nt(At(this),t,arguments.length>1?arguments[1]:void 0)},includes:function(t){return et(At(this),t,arguments.length>1?arguments[1]:void 0)},join:function(t){return ct.apply(At(this),arguments)},lastIndexOf:function(t){return at.apply(At(this),arguments)},map:function(t){return xt(At(this),t,arguments.length>1?arguments[1]:void 0)},reduce:function(t){return st.apply(At(this),arguments)},reduceRight:function(t){return ut.apply(At(this),arguments)},reverse:function(){for(var t,e=this,n=At(e).length,r=Math.floor(n/2),o=0;o1?arguments[1]:void 0)},sort:function(t){return ft.call(At(this),t)},subarray:function(t,e){var n=At(this),r=n.length,o=m(t,r);return new(M(n,n[gt]))(n.buffer,n.byteOffset+o*n.BYTES_PER_ELEMENT,v((void 0===e?r:m(e,r))-o))}},Ft=function(t,e){return Tt(this,lt.call(At(this),t,e))},Rt=function(t){At(this);var e=Et(arguments[1],1),n=this.length,r=w(t),o=v(r.length),i=0;if(o+e>n)throw V("Wrong length!");for(;i255?255:255&r),o.v[h](n*e+o.o,r,wt)},j=function(t,e){B(t,e,{get:function(){return C(this,e)},set:function(t){return T(this,e,t)},enumerable:!0})};_?(m=n(function(t,n,r,o){f(t,m,c,"_d");var i,a,s,u,l=0,d=0;if(x(n)){if(!(n instanceof q||"ArrayBuffer"==(u=b(n))||"SharedArrayBuffer"==u))return _t in n?jt(m,n):kt.call(m,n);i=n,d=Et(r,e);var h=n.byteLength;if(void 0===o){if(h%e)throw V("Wrong length!");if((a=h-d)<0)throw V("Wrong length!")}else if((a=v(o)*e)+d>h)throw V("Wrong length!");s=a/e}else s=Ot(n,!0),a=s*e,i=new q(a);for(p(t,"_d",{b:i,o:d,l:a,e:s,v:new J(i)});l0?r:n)(t)}},function(t,e){t.exports=function(t,e,n,r){if(!(t instanceof e)||void 0!==r&&r in t)throw TypeError(n+": incorrect invocation!");return t}},function(t,e){t.exports=!1},function(t,e,n){var r=n(1),o=n(108),i=n(66),a=n(78)("IE_PROTO"),s=function(){},u=function(){var t,e=n(65)("iframe"),r=i.length;for(e.style.display="none",n(68).appendChild(e),e.src="javascript:",t=e.contentWindow.document,t.open(),t.write("