From 422c7d3b0502388579458cf3e02d6c78392f2b72 Mon Sep 17 00:00:00 2001 From: Travis CI Date: Mon, 22 Jan 2018 15:54:40 +0000 Subject: [PATCH] Deploy to GitHub Pages: 1575c2c825229f981fa6a7916919c9d30f59064f --- .../v1/data_provider/dataprovider_en.rst.txt | 34 - .../data_provider/pydataprovider2_en.rst.txt | 249 ------ develop/doc/_sources/api/v1/index_en.rst.txt | 37 - .../api/v1/predict/swig_py_paddle_en.rst.txt | 59 -- .../api/v1/data_provider/dataprovider_en.html | 298 ------- .../v1/data_provider/pydataprovider2_en.html | 805 ------------------ develop/doc/api/v1/index_en.html | 294 ------- .../doc/api/v1/predict/swig_py_paddle_en.html | 347 -------- develop/doc/genindex.html | 2 - develop/doc/objects.inv | Bin 3908 -> 3746 bytes develop/doc/searchindex.js | 2 +- .../v1/data_provider/dataprovider_cn.rst.txt | 15 - .../data_provider/pydataprovider2_cn.rst.txt | 229 ----- .../doc_cn/_sources/api/v1/index_cn.rst.txt | 37 - .../api/v1/predict/swig_py_paddle_cn.rst.txt | 58 -- .../api/v1/data_provider/dataprovider_cn.html | 303 ------- .../v1/data_provider/pydataprovider2_cn.html | 709 --------------- develop/doc_cn/api/v1/index_cn.html | 314 ------- .../api/v1/predict/swig_py_paddle_cn.html | 351 -------- develop/doc_cn/faq/local/index_cn.html | 2 +- develop/doc_cn/objects.inv | Bin 4557 -> 4388 bytes develop/doc_cn/searchindex.js | 2 +- 22 files changed, 3 insertions(+), 4144 deletions(-) delete mode 100644 develop/doc/_sources/api/v1/data_provider/dataprovider_en.rst.txt delete mode 100644 develop/doc/_sources/api/v1/data_provider/pydataprovider2_en.rst.txt delete mode 100644 develop/doc/_sources/api/v1/index_en.rst.txt delete mode 100644 develop/doc/_sources/api/v1/predict/swig_py_paddle_en.rst.txt delete mode 100644 develop/doc/api/v1/data_provider/dataprovider_en.html delete mode 100644 develop/doc/api/v1/data_provider/pydataprovider2_en.html delete mode 100644 develop/doc/api/v1/index_en.html delete mode 100644 develop/doc/api/v1/predict/swig_py_paddle_en.html delete mode 100644 develop/doc_cn/_sources/api/v1/data_provider/dataprovider_cn.rst.txt delete mode 100644 develop/doc_cn/_sources/api/v1/data_provider/pydataprovider2_cn.rst.txt delete mode 100644 develop/doc_cn/_sources/api/v1/index_cn.rst.txt delete mode 100644 develop/doc_cn/_sources/api/v1/predict/swig_py_paddle_cn.rst.txt delete mode 100644 develop/doc_cn/api/v1/data_provider/dataprovider_cn.html delete mode 100644 develop/doc_cn/api/v1/data_provider/pydataprovider2_cn.html delete mode 100644 develop/doc_cn/api/v1/index_cn.html delete mode 100644 develop/doc_cn/api/v1/predict/swig_py_paddle_cn.html diff --git a/develop/doc/_sources/api/v1/data_provider/dataprovider_en.rst.txt b/develop/doc/_sources/api/v1/data_provider/dataprovider_en.rst.txt deleted file mode 100644 index 96efbb1da95..00000000000 --- a/develop/doc/_sources/api/v1/data_provider/dataprovider_en.rst.txt +++ /dev/null @@ -1,34 +0,0 @@ -Introduction -============== -DataProvider is a module that loads training or testing data into cpu or gpu -memory for the following triaining or testing process. - -For simple use, users can use Python :code:`PyDataProvider` to dynamically reads -the original data in any format or in any form, and then transfer them into a -data format PaddlePaddle requires. The process is extremly flexible and highly -customized, with sacrificing the efficiency only a little. This is extremly -useful when you have to dynamically generate certain kinds of data according to, -for example, the training performance. - -Besides, users also can customize a C++ :code:`DataProvider` for a more -complex usage, or for a higher efficiency. - -The following parameters are required to define in the PaddlePaddle network -configuration file (trainer_config.py): which DataProvider is chosen to used, -and specific parameters for DataProvider, including training file list -(train.list) and testing file list (test.list). - -Train.list and test.list are simply two plain text files, which defines path -of training or testing data. It is recommended that directly placing them into -the training directory, and reference to them by using a relative path ( -relative to the PaddePaddle program). - -Testing or evaluating will not be performed during training if the test.list is -not set or set to None. Otherwise, PaddlePaddle will evaluate the trained model -by the specified tesing data while training, every testing period (a user -defined command line parameter in PaddlePaddle) to prevent over-fitting. - -Each line of train.list and test.list is an absolute or relative path (relative -to the PaddePaddle program runtime) of data file. Fascinatingly more, each line -can also be a HDFS file path or a SQL connection string. As long as the user -assures how to access each file in DataProvider. diff --git a/develop/doc/_sources/api/v1/data_provider/pydataprovider2_en.rst.txt b/develop/doc/_sources/api/v1/data_provider/pydataprovider2_en.rst.txt deleted file mode 100644 index e8fb6292779..00000000000 --- a/develop/doc/_sources/api/v1/data_provider/pydataprovider2_en.rst.txt +++ /dev/null @@ -1,249 +0,0 @@ -.. _api_pydataprovider2: - -PyDataProvider2 -=============== - -We highly recommand users to use PyDataProvider2 to provide training or testing -data to PaddlePaddle. The user only needs to focus on how to read a single -sample from the original data file by using PyDataProvider2, leaving all of the -trivial work, including, transfering data into cpu/gpu memory, shuffle, binary -serialization to PyDataProvider2. PyDataProvider2 uses multithreading and a -fanscinating but simple cache strategy to optimize the efficiency of the data -providing process. - -DataProvider for the non-sequential model ------------------------------------------ - -Here we use the MNIST handwriting recognition data as an example to illustrate -how to write a simple PyDataProvider. - -MNIST is a handwriting classification data set. It contains 70,000 digital -grayscale images. Labels of the training sample range from 0 to 9. All the -images have been size-normalized and centered into images with the same size -of 28 x 28 pixels. - -A small part of the original data as an example is shown as below: - -.. literalinclude:: src/mnist_train.txt - -Each line of the data contains two parts, separated by :code:`;`. The first part is -label of an image. The second part contains 28x28 pixel float values. - -Just write path of the above data into train.list. It looks like this: - -.. literalinclude:: src/train.list - -The corresponding dataprovider is shown as below: - -.. literalinclude:: src/mnist_provider.dict.py - -The first line imports PyDataProvider2 package. -The main function is the process function, that has two parameters. -The first parameter is the settings, which is not used in this example. -The second parameter is the filename, that is exactly each line of train.list. -This parameter is passed to the process function by PaddlePaddle. - -:code:`@provider` is a Python -`Decorator `_ . -It sets some properties to DataProvider, and constructs a real PaddlePaddle -DataProvider from a very simple user implemented python function. It does not -matter if you are not familiar with `Decorator`_. You can keep it simple by -just taking :code:`@provider` as a fixed mark above the provider function you -implemented. - -`input_types`_ defines the data format that a DataProvider returns. -In this example, it is set to a 28x28-dimensional dense vector and an integer -scalar, whose value ranges from 0 to 9. -`input_types`_ can be set to several kinds of input formats, please refer to the -document of `input_types`_ for more details. - - -The process method is the core part to construct a real DataProvider in -PaddlePaddle. It implements how to open the text file, how to read one sample -from the original text file, convert them into `input_types`_, and give them -back to PaddlePaddle process at line 23. -Note that data yielded by the process function must follow the same order that -`input_types`_ are defined. - - -With the help of PyDataProvider2, user can focus on how to generate ONE traning -sample by using keywords :code:`yield`. -:code:`yield` is a python keyword, and a concept related to it includes -:code:`generator`. - -Only a few lines of codes need to be added into the training configuration file, -you can take this as an example. - -.. literalinclude:: src/mnist_config.py - -Here we specify training data by :code:`train.list`, and no testing data is specified. -The method which actually provide data is :code:`process`. - -User also can use another style to provide data, which defines the -:code:`data_layer`'s name explicitly when `yield`. For example, -the :code:`dataprovider` is shown as below. - -.. literalinclude:: src/mnist_provider.dict.py - :linenos: - -If user did't give the :code:`data_layer`'s name, PaddlePaddle will use -the order of :code:`data_layer` definition roughly to determine which feature to -which :code:`data_layer`. This order may be not correct, so TO DEFINE THE -:code:`data_layer`'s NAMES EXPLICITLY IS THE RECOMMANDED WAY TO PROVIDER DATA. - -Now, this simple example of using PyDataProvider is finished. -The only thing that the user should know is how to generte **one sample** from -**one data file**. -And PaddlePadle will do all of the rest things\: - -* Form a training batch -* Shuffle the training data -* Read data with multithreading -* Cache the training data (Optional) -* CPU-> GPU double buffering. - -Is this cool? - -.. _api_pydataprovider2_sequential_model: - -DataProvider for the sequential model -------------------------------------- -A sequence model takes sequences as its input. A sequence is made up of several -timesteps. The so-called timestep, is not necessary to have something to do -with time. It can also be explained to that the order of data are taken into -consideration into model design and training. -For example, the sentence can be interpreted as a kind of sequence data in NLP -tasks. - -Here is an example on data proivider for English sentiment classification data. -The original input data are simple English text, labeled into positive or -negative sentiment (marked by 0 and 1 respectively). - -A small part of the original data as an example can be found in the path below: - -.. literalinclude:: src/sentimental_train.txt - -The corresponding data provider can be found in the path below: - -.. literalinclude:: src/sentimental_provider.py - -This data provider for sequential model is a little more complex than that -for MINST dataset. -A new initialization method is introduced here. -The method :code:`on_init` is configured to DataProvider by :code:`@provider`'s -:code:`init_hook` parameter, and it will be invoked once DataProvider is -initialized. The :code:`on_init` function has the following parameters: - -* The first parameter is the settings object. -* The rest parameters are passed by key word arguments. Some of them are passed - by PaddlePaddle, see reference for `init_hook`_. - The :code:`dictionary` object is a python dict object passed from the trainer - configuration file, and it maps word string to word id. - -To pass these parameters into DataProvider, the following lines should be added -into trainer configuration file. - -.. literalinclude:: src/sentimental_config.py - -The definition is basically same as MNIST example, except: -* Load dictionary in this configuration -* Pass it as a parameter to the DataProvider - -The `input_types` is configured in method :code:`on_init`. It has the same -effect to configure them by :code:`@provider`'s :code:`input_types` parameter. -However, the :code:`input_types` is set at runtime, so we can set it to -different types according to the input data. Input of the neural network is a -sequence of word id, so set :code:`seq_type` to :code:`integer_value_sequence`. - -Durning :code:`on_init`, we save :code:`dictionary` variable to -:code:`settings`, and it will be used in :code:`process`. Note the settings -parameter for the process function and for the on_init's function are a same -object. - -The basic processing logic is the same as MNIST's :code:`process` method. Each -sample in the data file is given back to PaddlePaddle process. - -Thus, the basic usage of PyDataProvider is here. -Please refer to the following section reference for details. - -Reference ---------- - -@provider -+++++++++ - -.. autofunction:: paddle.trainer.PyDataProvider2.provider - -input_types -+++++++++++ - -PaddlePaddle has four data types, and three sequence types. -The four data types are: - -* :code:`dense_vector`: dense float vector. -* :code:`sparse_binary_vector`: sparse binary vector, most of the value is 0, and - the non zero elements are fixed to 1. -* :code:`sparse_float_vector`: sparse float vector, most of the value is 0, and some - non zero elements can be any float value. They are given by the user. -* :code:`integer`: an integer scalar, that is especially used for label or word index. - -The three sequence types are: - -* :code:`SequenceType.NO_SEQUENCE` means the sample is not a sequence. -* :code:`SequenceType.SEQUENCE` means the sample is a sequence. -* :code:`SequenceType.SUB_SEQUENCE` means it is a nested sequence, that each timestep of - the input sequence is also a sequence. - -Different input type has a defferenct input format. Their formats are shown -in the above table. - -+----------------------+---------------------+-----------------------------------+------------------------------------------------+ -| | NO_SEQUENCE | SEQUENCE | SUB_SEQUENCE | -+======================+=====================+===================================+================================================+ -| dense_vector | [f, f, ...] | [[f, ...], [f, ...], ...] | [[[f, ...], ...], [[f, ...], ...],...] | -+----------------------+---------------------+-----------------------------------+------------------------------------------------+ -| sparse_binary_vector | [i, i, ...] | [[i, ...], [i, ...], ...] | [[[i, ...], ...], [[i, ...], ...],...] | -+----------------------+---------------------+-----------------------------------+------------------------------------------------+ -| sparse_float_vector | [(i,f), (i,f), ...] | [[(i,f), ...], [(i,f), ...], ...] | [[[(i,f), ...], ...], [[(i,f), ...], ...],...] | -+----------------------+---------------------+-----------------------------------+------------------------------------------------+ -| integer_value | i | [i, i, ...] | [[i, ...], [i, ...], ...] | -+----------------------+---------------------+-----------------------------------+------------------------------------------------+ - -where f represents a float value, i represents an integer value. - -init_hook -+++++++++ - -init_hook is a function that is invoked once the data provoder is initialized. -Its parameters lists as follows: - -* The first parameter is a settings object, which is the same to :code:`settings` - in :code:`process` method. The object contains several attributes, including: - - * :code:`settings.input_types`: the input types. Reference `input_types`_. - * :code:`settings.logger`: a logging object. - -* The rest parameters are the key word arguments. It is made up of PaddpePaddle - pre-defined parameters and user defined parameters. - - * PaddlePaddle-defined parameters including: - - * :code:`is_train` is a bool parameter that indicates the DataProvider is used in - training or testing. - * :code:`file_list` is the list of all files. - - * User-defined parameters args can be set in training configuration. - -Note, PaddlePaddle reserves the right to add pre-defined parameter, so please -use :code:`**kwargs` in init_hook to ensure compatibility by accepting the -parameters which your init_hook does not use. - -cache -+++++ -DataProvider provides two simple cache strategy. They are: - -* :code:`CacheType.NO_CACHE` means do not cache any data, then data is read at runtime by - the user implemented python module every pass. -* :code:`CacheType.CACHE_PASS_IN_MEM` means the first pass reads data by the user - implemented python module, and the rest passes will directly read data from - memory. diff --git a/develop/doc/_sources/api/v1/index_en.rst.txt b/develop/doc/_sources/api/v1/index_en.rst.txt deleted file mode 100644 index 10c297a71d6..00000000000 --- a/develop/doc/_sources/api/v1/index_en.rst.txt +++ /dev/null @@ -1,37 +0,0 @@ -API -=== - -DataProvider API ----------------- - -.. toctree:: - :maxdepth: 1 - - data_provider/dataprovider_en.rst - data_provider/pydataprovider2_en.rst - -.. _api_trainer_config: - -Model Config API ----------------- - -.. toctree:: - :maxdepth: 1 - - trainer_config_helpers/optimizers.rst - trainer_config_helpers/data_sources.rst - trainer_config_helpers/layers.rst - trainer_config_helpers/activations.rst - trainer_config_helpers/poolings.rst - trainer_config_helpers/networks.rst - trainer_config_helpers/evaluators.rst - trainer_config_helpers/attrs.rst - - -Applications API ----------------- - -.. toctree:: - :maxdepth: 1 - - predict/swig_py_paddle_en.rst diff --git a/develop/doc/_sources/api/v1/predict/swig_py_paddle_en.rst.txt b/develop/doc/_sources/api/v1/predict/swig_py_paddle_en.rst.txt deleted file mode 100644 index 1c628e6971f..00000000000 --- a/develop/doc/_sources/api/v1/predict/swig_py_paddle_en.rst.txt +++ /dev/null @@ -1,59 +0,0 @@ -Python Prediction -================== - -PaddlePaddle offers a set of clean prediction interfaces for python with the help of -SWIG. The main steps of predict values in python are: - -* Parse training configurations -* Construct GradientMachine -* Prepare data -* Predict - -Here is a sample python script that shows the typical prediction process for the -MNIST classification problem. A complete sample code could be found at -:code:`src_root/doc/ui/predict/predict_sample.py`. - -.. literalinclude:: src/predict_sample.py - :language: python - :lines: 15-18,90-100,101-104 - -The module that does the most of the job is py_paddle.swig_paddle, it's -generated by SWIG and has complete documents, for more details you can use -python's :code:`help()` function. Let's walk through the above python script: - -* At the beginning, use :code:`swig_paddle.initPaddle()` to initialize - PaddlePaddle with command line arguments, for more about command line arguments - see :ref:`cmd_detail_introduction` . -* Parse the configuration file that is used in training with :code:`parse_config()`. - Because data to predict with always have no label, and output of prediction work - normally is the output layer rather than the cost layer, so you should modify - the configuration file accordingly before using it in the prediction work. -* Create a neural network with - :code:`swig_paddle.GradientMachine.createFromConfigproto()`, which takes the - parsed configuration :code:`conf.model_config` as argument. Then load the - trained parameters from the model with :code:`network.loadParameters()`. -* Create a data converter object of utility class :code:`DataProviderConverter`. - - Note: As swig_paddle can only accept C++ matrices, we offer a utility - class DataProviderConverter that can accept the same input data with - PyDataProvider2, for more information please refer to document - of :ref:`api_pydataprovider2` . -* Do the prediction with :code:`forwardTest()`, which takes the converted - input data and outputs the activations of the output layer. - -Here is a typical output: - -.. code-block:: text - - [{'id': None, 'value': array([[ 5.53018653e-09, 1.12194102e-05, 1.96644767e-09, - 1.43630644e-02, 1.51111044e-13, 9.85625684e-01, - 2.08823112e-10, 2.32777140e-08, 2.00186201e-09, - 1.15501715e-08], - [ 9.99982715e-01, 1.27787406e-10, 1.72296313e-05, - 1.49316648e-09, 1.36540484e-11, 6.93137714e-10, - 2.70634608e-08, 3.48565123e-08, 5.25639710e-09, - 4.48684503e-08]], dtype=float32)}] - -:code:`value` is the output of the output layer, each row represents result of -the corresponding row in the input data, each element represents activation of -the corresponding neuron in the output layer. - diff --git a/develop/doc/api/v1/data_provider/dataprovider_en.html b/develop/doc/api/v1/data_provider/dataprovider_en.html deleted file mode 100644 index d7bc65f7330..00000000000 --- a/develop/doc/api/v1/data_provider/dataprovider_en.html +++ /dev/null @@ -1,298 +0,0 @@ - - - - - - - - - - - Introduction — PaddlePaddle documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- -
-
- Fork me on Github -
- - English - - - - -
- -
-
- - - - -
-
- - - -
-
-
-
-
- -
- - - - -
- - - - - - - - - - - -
-
    - -
  • Introduction
    • -
-
- -
-
-
-
- -
-

Introduction

-

DataProvider is a module that loads training or testing data into cpu or gpu -memory for the following triaining or testing process.

-

For simple use, users can use Python PyDataProvider to dynamically reads -the original data in any format or in any form, and then transfer them into a -data format PaddlePaddle requires. The process is extremly flexible and highly -customized, with sacrificing the efficiency only a little. This is extremly -useful when you have to dynamically generate certain kinds of data according to, -for example, the training performance.

-

Besides, users also can customize a C++ DataProvider for a more -complex usage, or for a higher efficiency.

-

The following parameters are required to define in the PaddlePaddle network -configuration file (trainer_config.py): which DataProvider is chosen to used, -and specific parameters for DataProvider, including training file list -(train.list) and testing file list (test.list).

-

Train.list and test.list are simply two plain text files, which defines path -of training or testing data. It is recommended that directly placing them into -the training directory, and reference to them by using a relative path ( -relative to the PaddePaddle program).

-

Testing or evaluating will not be performed during training if the test.list is -not set or set to None. Otherwise, PaddlePaddle will evaluate the trained model -by the specified tesing data while training, every testing period (a user -defined command line parameter in PaddlePaddle) to prevent over-fitting.

-

Each line of train.list and test.list is an absolute or relative path (relative -to the PaddePaddle program runtime) of data file. Fascinatingly more, each line -can also be a HDFS file path or a SQL connection string. As long as the user -assures how to access each file in DataProvider.

-
- - -
-
-
- - -
- -
-

- © 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/api/v1/data_provider/pydataprovider2_en.html b/develop/doc/api/v1/data_provider/pydataprovider2_en.html deleted file mode 100644 index 37d2038780e..00000000000 --- a/develop/doc/api/v1/data_provider/pydataprovider2_en.html +++ /dev/null @@ -1,805 +0,0 @@ - - - - - - - - - - - PyDataProvider2 — PaddlePaddle documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- -
-
- Fork me on Github -
- - English - - - - -
- -
-
- - - - -
-
- - - -
-
-
-
-
- -
- - - - -
- - - - - - - - - - - -
-
    - -
  • PyDataProvider2
    • -
-
- -
-
-
-
- -
-

PyDataProvider2

-

We highly recommand users to use PyDataProvider2 to provide training or testing -data to PaddlePaddle. The user only needs to focus on how to read a single -sample from the original data file by using PyDataProvider2, leaving all of the -trivial work, including, transfering data into cpu/gpu memory, shuffle, binary -serialization to PyDataProvider2. PyDataProvider2 uses multithreading and a -fanscinating but simple cache strategy to optimize the efficiency of the data -providing process.

-
-

DataProvider for the non-sequential model

-

Here we use the MNIST handwriting recognition data as an example to illustrate -how to write a simple PyDataProvider.

-

MNIST is a handwriting classification data set. It contains 70,000 digital -grayscale images. Labels of the training sample range from 0 to 9. All the -images have been size-normalized and centered into images with the same size -of 28 x 28 pixels.

-

A small part of the original data as an example is shown as below:

-
5;0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.215686 0.533333 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.67451 0.992157 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.070588 0.886275 0.992157 0 0 0 0 0 0 0 0 0 0 0.192157 0.070588 0 0 0 0 0 0 0 0 0 0 0 0 0 0.670588 0.992157 0.992157 0 0 0 0 0 0 0 0 0 0.117647 0.933333 0.858824 0.313725 0 0 0 0 0 0 0 0 0 0 0 0.090196 0.858824 0.992157 0.831373 0 0 0 0 0 0 0 0 0 0.141176 0.992157 0.992157 0.611765 0.054902 0 0 0 0 0 0 0 0 0 0 0.258824 0.992157 0.992157 0.529412 0 0 0 0 0 0 0 0 0 0.368627 0.992157 0.992157 0.419608 0.003922 0 0 0 0 0 0 0 0 0 0.094118 0.835294 0.992157 0.992157 0.517647 0 0 0 0 0 0 0 0 0 0.603922 0.992157 0.992157 0.992157 0.603922 0.545098 0.043137 0 0 0 0 0 0 0 0.447059 0.992157 0.992157 0.956863 0.062745 0 0 0 0 0 0 0 0 0.011765 0.666667 0.992157 0.992157 0.992157 0.992157 0.992157 0.745098 0.137255 0 0 0 0 0 0.152941 0.866667 0.992157 0.992157 0.521569 0 0 0 0 0 0 0 0 0 0.070588 0.992157 0.992157 0.992157 0.803922 0.352941 0.745098 0.992157 0.945098 0.317647 0 0 0 0 0.580392 0.992157 0.992157 0.764706 0.043137 0 0 0 0 0 0 0 0 0 0.070588 0.992157 0.992157 0.776471 0.043137 0 0.007843 0.27451 0.882353 0.941176 0.176471 0 0 0.180392 0.898039 0.992157 0.992157 0.313725 0 0 0 0 0 0 0 0 0 0 0.070588 0.992157 0.992157 0.713725 0 0 0 0 0.627451 0.992157 0.729412 0.062745 0 0.509804 0.992157 0.992157 0.776471 0.035294 0 0 0 0 0 0 0 0 0 0 0.494118 0.992157 0.992157 0.968627 0.168627 0 0 0 0.423529 0.992157 0.992157 0.364706 0 0.717647 0.992157 0.992157 0.317647 0 0 0 0 0 0 0 0 0 0 0 0.533333 0.992157 0.984314 0.945098 0.603922 0 0 0 0.003922 0.466667 0.992157 0.988235 0.976471 0.992157 0.992157 0.788235 0.007843 0 0 0 0 0 0 0 0 0 0 0 0.686275 0.882353 0.364706 0 0 0 0 0 0 0.098039 0.588235 0.992157 0.992157 0.992157 0.980392 0.305882 0 0 0 0 0 0 0 0 0 0 0 0 0.101961 0.67451 0.321569 0 0 0 0 0 0 0 0.105882 0.733333 0.976471 0.811765 0.713725 0 0 0 0 0 0 0 0 0 0 0 0 0 0.65098 0.992157 0.321569 0 0 0 0 0 0 0 0 0 0.25098 0.007843 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.94902 0.219608 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.968627 0.764706 0.152941 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.498039 0.25098 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0;
-0;0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.298039 0.333333 0.333333 0.333333 0.337255 0.333333 0.333333 0.109804 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.027451 0.223529 0.776471 0.964706 0.988235 0.988235 0.988235 0.992157 0.988235 0.988235 0.780392 0.098039 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.14902 0.698039 0.988235 0.992157 0.988235 0.901961 0.87451 0.568627 0.882353 0.976471 0.988235 0.988235 0.501961 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.188235 0.647059 0.988235 0.988235 0.745098 0.439216 0.098039 0 0 0 0.572549 0.988235 0.988235 0.988235 0 0 0 0 0 0 0 0 0 0 0 0 0 0.2 0.933333 0.992157 0.941176 0.247059 0 0 0 0 0 0 0.188235 0.898039 0.992157 0.992157 0 0 0 0 0 0 0 0 0 0 0 0.039216 0.639216 0.933333 0.988235 0.913725 0.278431 0 0 0 0 0 0 0 0.113725 0.843137 0.988235 0.988235 0 0 0 0 0 0 0 0 0 0 0 0.235294 0.988235 0.992157 0.988235 0.815686 0.07451 0 0 0 0 0 0 0 0.333333 0.988235 0.988235 0.552941 0 0 0 0 0 0 0 0 0 0 0.211765 0.878431 0.988235 0.992157 0.701961 0.329412 0.109804 0 0 0 0 0 0 0 0.698039 0.988235 0.913725 0.145098 0 0 0 0 0 0 0 0 0 0.188235 0.890196 0.988235 0.988235 0.745098 0.047059 0 0 0 0 0 0 0 0 0 0.882353 0.988235 0.568627 0 0 0 0 0 0 0 0 0 0.2 0.933333 0.992157 0.992157 0.992157 0.447059 0.294118 0 0 0 0 0 0 0 0 0.447059 0.992157 0.768627 0 0 0 0 0 0 0 0 0 0 0.623529 0.988235 0.988235 0.988235 0.988235 0.992157 0.47451 0 0 0 0 0 0 0 0.188235 0.933333 0.87451 0.509804 0 0 0 0 0 0 0 0 0 0 0.992157 0.988235 0.937255 0.792157 0.988235 0.894118 0.082353 0 0 0 0 0 0 0.027451 0.647059 0.992157 0.654902 0 0 0 0 0 0 0 0 0 0 0 0.623529 0.988235 0.913725 0.329412 0.376471 0.184314 0 0 0 0 0 0 0.027451 0.513725 0.988235 0.635294 0.219608 0 0 0 0 0 0 0 0 0 0 0 0.196078 0.929412 0.988235 0.988235 0.741176 0.309804 0 0 0 0 0 0 0.529412 0.988235 0.678431 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.223529 0.992157 0.992157 1 0.992157 0.992157 0.992157 0.992157 1 0.992157 0.992157 0.882353 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.023529 0.478431 0.654902 0.658824 0.952941 0.988235 0.988235 0.988235 0.992157 0.988235 0.729412 0.278431 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.196078 0.647059 0.764706 0.764706 0.768627 0.580392 0.047059 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0;
-4;0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.180392 0.470588 0.623529 0.623529 0.623529 0.588235 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.243137 0.494118 0.862745 0.870588 0.960784 0.996078 0.996078 0.996078 0.996078 0.992157 0.466667 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.317647 0.639216 0.639216 0.639216 0.639216 0.639216 0.470588 0.262745 0.333333 0.929412 0.694118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.811765 0.694118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.811765 0.694118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.811765 0.694118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.184314 0.992157 0.694118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.192157 0.996078 0.384314 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.454902 0.980392 0.219608 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.564706 0.941176 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.588235 0.776471 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.945098 0.560784 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.054902 0.952941 0.356863 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.337255 0.917647 0.109804 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.698039 0.701961 0.019608 0.4 0.662745 0.662745 0.662745 0.662745 0.662745 0.662745 0.662745 0.376471 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.090196 0.639216 0.972549 0.945098 0.913725 0.996078 0.996078 0.996078 0.996078 1 0.996078 0.996078 1 0.996078 0 0 0 0 0 0 0 0 0 0 0.007843 0.105882 0.717647 0.776471 0.905882 0.996078 0.996078 0.988235 0.980392 0.862745 0.537255 0.223529 0.223529 0.368627 0.376471 0.6 0.6 0.6 0 0 0 0 0 0 0 0 0.262745 0.470588 0.6 0.996078 0.996078 0.996078 0.996078 0.847059 0.356863 0.156863 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.909804 0.705882 0.823529 0.635294 0.490196 0.219608 0.113725 0.062745 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.152941 0.152941 0.156863 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0;
-
-
-

Each line of the data contains two parts, separated by ;. The first part is -label of an image. The second part contains 28x28 pixel float values.

-

Just write path of the above data into train.list. It looks like this:

-
mnist_train.txt
-
-
-

The corresponding dataprovider is shown as below:

-
#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserve.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-from paddle.trainer.PyDataProvider2 import *
-
-
-# Define a py data provider
-@provider(
-    input_types={'pixel': dense_vector(28 * 28),
-                 'label': integer_value(10)})
-def process(settings, filename):  # settings is not used currently.
-    f = open(filename, 'r')  # open one of training file
-
-    for line in f:  # read each line
-        label, pixel = line.split(';')
-
-        # get features and label
-        pixels_str = pixel.split(' ')
-
-        pixels_float = []
-        for each_pixel_str in pixels_str:
-            pixels_float.append(float(each_pixel_str))
-
-        # give data to paddle.
-        yield {"pixel": pixels_float, 'label': int(label)}
-
-    f.close()  # close file
-
-
-

The first line imports PyDataProvider2 package. -The main function is the process function, that has two parameters. -The first parameter is the settings, which is not used in this example. -The second parameter is the filename, that is exactly each line of train.list. -This parameter is passed to the process function by PaddlePaddle.

-

@provider is a Python -Decorator . -It sets some properties to DataProvider, and constructs a real PaddlePaddle -DataProvider from a very simple user implemented python function. It does not -matter if you are not familiar with Decorator. You can keep it simple by -just taking @provider as a fixed mark above the provider function you -implemented.

-

input_types defines the data format that a DataProvider returns. -In this example, it is set to a 28x28-dimensional dense vector and an integer -scalar, whose value ranges from 0 to 9. -input_types can be set to several kinds of input formats, please refer to the -document of input_types for more details.

-

The process method is the core part to construct a real DataProvider in -PaddlePaddle. It implements how to open the text file, how to read one sample -from the original text file, convert them into input_types, and give them -back to PaddlePaddle process at line 23. -Note that data yielded by the process function must follow the same order that -input_types are defined.

-

With the help of PyDataProvider2, user can focus on how to generate ONE traning -sample by using keywords yield. -yield is a python keyword, and a concept related to it includes -generator.

-

Only a few lines of codes need to be added into the training configuration file, -you can take this as an example.

-
#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserve.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-from paddle.trainer_config_helpers import *
-
-define_py_data_sources2(
-    train_list='train.list',
-    test_list=None,
-    module='mnist_provider',
-    obj='process')
-
-img = data_layer(name='pixel', size=784)
-label = data_layer(name='label', size=10)
-
-
-

Here we specify training data by train.list, and no testing data is specified. -The method which actually provide data is process.

-

User also can use another style to provide data, which defines the -data_layer‘s name explicitly when yield. For example, -the dataprovider is shown as below.

-
 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
-10
-11
-12
-13
-14
-15
-16
-17
-18
-19
-20
-21
-22
-23
-24
-25
-26
-27
-28
-29
-30
-31
-32
-33
-34
-35
-36
-37
-38
#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserve.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-from paddle.trainer.PyDataProvider2 import *
-
-
-# Define a py data provider
-@provider(
-    input_types={'pixel': dense_vector(28 * 28),
-                 'label': integer_value(10)})
-def process(settings, filename):  # settings is not used currently.
-    f = open(filename, 'r')  # open one of training file
-
-    for line in f:  # read each line
-        label, pixel = line.split(';')
-
-        # get features and label
-        pixels_str = pixel.split(' ')
-
-        pixels_float = []
-        for each_pixel_str in pixels_str:
-            pixels_float.append(float(each_pixel_str))
-
-        # give data to paddle.
-        yield {"pixel": pixels_float, 'label': int(label)}
-
-    f.close()  # close file
-
-
-

If user did’t give the data_layer‘s name, PaddlePaddle will use -the order of data_layer definition roughly to determine which feature to -which data_layer. This order may be not correct, so TO DEFINE THE -data_layer‘s NAMES EXPLICITLY IS THE RECOMMANDED WAY TO PROVIDER DATA.

-

Now, this simple example of using PyDataProvider is finished. -The only thing that the user should know is how to generte one sample from -one data file. -And PaddlePadle will do all of the rest things:

-
    -
  • Form a training batch
    • -
  • Shuffle the training data
    • -
  • Read data with multithreading
    • -
  • Cache the training data (Optional)
    • -
  • CPU-> GPU double buffering.
    • -
-

Is this cool?

-
-
-

DataProvider for the sequential model

-

A sequence model takes sequences as its input. A sequence is made up of several -timesteps. The so-called timestep, is not necessary to have something to do -with time. It can also be explained to that the order of data are taken into -consideration into model design and training. -For example, the sentence can be interpreted as a kind of sequence data in NLP -tasks.

-

Here is an example on data proivider for English sentiment classification data. -The original input data are simple English text, labeled into positive or -negative sentiment (marked by 0 and 1 respectively).

-

A small part of the original data as an example can be found in the path below:

-
0       I saw this movie at the AFI Dallas festival . It all takes place at a lake house and it looks wonderful .
-1       This documentary makes you travel all around the globe . It contains rare and stunning sequels from the wilderness .
-...
-
-
-

The corresponding data provider can be found in the path below:

-
#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserve.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-from paddle.trainer.PyDataProvider2 import *
-
-
-def on_init(settings, dictionary, **kwargs):
-    # on_init will invoke when data provider is initialized. The dictionary
-    # is passed from trainer_config, and is a dict object with type
-    # (word string => word id).
-
-    # set input types in runtime. It will do the same thing as
-    # @provider(input_types) will do, but it is set dynamically during runtime.
-    settings.input_types = {
-        # The text is a sequence of integer values, and each value is a word id.
-        # The whole sequence is the sentences that we want to predict its
-        # sentimental.
-        'data': integer_value_sequence(len(dictionary)),  # text input
-        'label': integer_value(2)  # label positive/negative
-    }
-
-    # save dictionary as settings.dictionary. 
-    # It will be used in process method.
-    settings.dictionary = dictionary
-
-
-@provider(init_hook=on_init)
-def process(settings, filename):
-    f = open(filename, 'r')
-
-    for line in f:  # read each line of file
-        label, sentence = line.split('\t')  # get label and sentence
-        words = sentence.split(' ')  # get words
-
-        # convert word string to word id
-        # the word not in dictionary will be ignored.
-        word_ids = []
-
-        for each_word in words:
-            if each_word in settings.dictionary:
-                word_ids.append(settings.dictionary[each_word])
-
-        # give data to paddle.
-        yield word_ids, int(label)
-
-    f.close()
-
-
-

This data provider for sequential model is a little more complex than that -for MINST dataset. -A new initialization method is introduced here. -The method on_init is configured to DataProvider by @provider‘s -init_hook parameter, and it will be invoked once DataProvider is -initialized. The on_init function has the following parameters:

-
    -
  • The first parameter is the settings object.
    • -
  • The rest parameters are passed by key word arguments. Some of them are passed -by PaddlePaddle, see reference for init_hook. -The dictionary object is a python dict object passed from the trainer -configuration file, and it maps word string to word id.
    • -
-

To pass these parameters into DataProvider, the following lines should be added -into trainer configuration file.

-
#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserve.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-from paddle.trainer_config_helpers import *
-
-dictionary = dict()
-...  #  read dictionary from outside
-
-define_py_data_sources2(
-    train_list='train.list',
-    test_list=None,
-    module='sentimental_provider',
-    obj='process',
-    # above codes same as mnist sample.
-    args={  # pass to provider.
-        'dictionary': dictionary
-    })
-
-
-

The definition is basically same as MNIST example, except: -* Load dictionary in this configuration -* Pass it as a parameter to the DataProvider

-

The input_types is configured in method on_init. It has the same -effect to configure them by @provider‘s input_types parameter. -However, the input_types is set at runtime, so we can set it to -different types according to the input data. Input of the neural network is a -sequence of word id, so set seq_type to integer_value_sequence.

-

Durning on_init, we save dictionary variable to -settings, and it will be used in process. Note the settings -parameter for the process function and for the on_init’s function are a same -object.

-

The basic processing logic is the same as MNIST’s process method. Each -sample in the data file is given back to PaddlePaddle process.

-

Thus, the basic usage of PyDataProvider is here. -Please refer to the following section reference for details.

-
-
-

Reference

-
-

@provider

-
-
-paddle.trainer.PyDataProvider2.provider(input_types=None, should_shuffle=None, pool_size=-1, min_pool_size=-1, can_over_batch_size=True, calc_batch_size=None, cache=0, check=False, check_fail_continue=False, init_hook=None, **outter_kwargs)
-

Provider decorator. Use it to make a function into PyDataProvider2 object. -In this function, user only need to get each sample for some train/test -file.

-

The basic usage is:

-
@provider(some data provider config here...)
-def process(settings, file_name):
-    while not at end of file_name:
-        sample = readOneSampleFromFile(file_name)
-        yield sample.
-
-
-

The configuration of data provider should be setup by:

- --- - - - -
Parameters:
    -
  • input_types (list|tuple|dict) – Specify the input types, can also be set in init_hook. -It could be a list of InputType object. For example, -input_types=[dense_vector(9), integer_value(2)]. Or user -can set a dict of InputType object, which key is -data_layer’s name. For example, input_types= {‘img’: img_features, ‘label’: label}. when using dict of -InputType, user could yield a dict of feature values, which -key is also data_layer’s name.
    • -
  • should_shuffle (bool) – True if data should shuffle. Pass None means shuffle -when is training and not to shuffle when is testing.
    • -
  • pool_size (int) – Max number of sample in data pool.
    • -
  • min_pool_size (int) – Set minimal sample in data pool. The PaddlePaddle will -random pick sample in pool. So the min_pool_size -effect the randomize of data.
    • -
  • can_over_batch_size (bool) –

    True if paddle can return a mini-batch larger -than batch size in settings. It is useful when -custom calculate one sample’s batch_size.

    -

    It is very danger to set it to false and use -calc_batch_size together. Default is true.

    -
    • -
  • calc_batch_size (callable) – a method to calculate each sample’s batch size. -Default each sample’s batch size is 1. But to you -can customize each sample’s batch size.
    • -
  • cache (int) – Cache strategy of Data Provider. Default is CacheType.NO_CACHE
    • -
  • init_hook (callable) –

    Initialize hook. Useful when data provider need load some -external data like dictionary. The parameter is -(settings, file_list, **kwargs).

    -
      -
    • settings. It is the global settings object. User can set -settings.input_types here.
      • -
    • file_list. All file names for passed to data provider.
      • -
    • is_train. Is this data provider used for training or not.
      • -
    • kwargs. Other keyword arguments passed from -trainer_config’s args parameter.
      • -
    -
    • -
  • check (bool) – Check the yield data format is as same as input_types. Enable -this will make data provide process slow but it is very useful -for debug. Default is disabled.
    • -
  • check_fail_continue (bool) – Continue train or not when check failed. Just -drop the wrong format data when it is True. Has -no effect when check set to False.
    • -
-
-
- -
-
-

input_types

-

PaddlePaddle has four data types, and three sequence types. -The four data types are:

-
    -
  • dense_vector: dense float vector.
    • -
  • sparse_binary_vector: sparse binary vector, most of the value is 0, and -the non zero elements are fixed to 1.
    • -
  • sparse_float_vector: sparse float vector, most of the value is 0, and some -non zero elements can be any float value. They are given by the user.
    • -
  • integer: an integer scalar, that is especially used for label or word index.
    • -
-

The three sequence types are:

-
    -
  • SequenceType.NO_SEQUENCE means the sample is not a sequence.
    • -
  • SequenceType.SEQUENCE means the sample is a sequence.
    • -
  • SequenceType.SUB_SEQUENCE means it is a nested sequence, that each timestep of -the input sequence is also a sequence.
    • -
-

Different input type has a defferenct input format. Their formats are shown -in the above table.

- ------ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
 NO_SEQUENCESEQUENCESUB_SEQUENCE
dense_vector[f, f, ...][[f, ...], [f, ...], ...][[[f, ...], ...], [[f, ...], ...],...]
sparse_binary_vector[i, i, ...][[i, ...], [i, ...], ...][[[i, ...], ...], [[i, ...], ...],...]
sparse_float_vector[(i,f), (i,f), ...][[(i,f), ...], [(i,f), ...], ...][[[(i,f), ...], ...], [[(i,f), ...], ...],...]
integer_valuei[i, i, ...][[i, ...], [i, ...], ...]
-

where f represents a float value, i represents an integer value.

-
-
-

init_hook

-

init_hook is a function that is invoked once the data provoder is initialized. -Its parameters lists as follows:

-
    -
  • The first parameter is a settings object, which is the same to settings -in process method. The object contains several attributes, including:
      -
    • settings.input_types: the input types. Reference input_types.
      • -
    • settings.logger: a logging object.
      • -
    -
    • -
  • The rest parameters are the key word arguments. It is made up of PaddpePaddle -pre-defined parameters and user defined parameters.
      -
    • PaddlePaddle-defined parameters including:
        -
      • is_train is a bool parameter that indicates the DataProvider is used in -training or testing.
        • -
      • file_list is the list of all files.
        • -
      -
      • -
    • User-defined parameters args can be set in training configuration.
      • -
    -
    • -
-

Note, PaddlePaddle reserves the right to add pre-defined parameter, so please -use **kwargs in init_hook to ensure compatibility by accepting the -parameters which your init_hook does not use.

-
-
-

cache

-

DataProvider provides two simple cache strategy. They are:

-
    -
  • CacheType.NO_CACHE means do not cache any data, then data is read at runtime by -the user implemented python module every pass.
    • -
  • CacheType.CACHE_PASS_IN_MEM means the first pass reads data by the user -implemented python module, and the rest passes will directly read data from -memory.
    • -
-
-
-
- - -
-
-
- - -
- -
-

- © 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/api/v1/index_en.html b/develop/doc/api/v1/index_en.html deleted file mode 100644 index f1b84eb14f8..00000000000 --- a/develop/doc/api/v1/index_en.html +++ /dev/null @@ -1,294 +0,0 @@ - - - - - - - - - - - API — PaddlePaddle documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- -
-
- Fork me on Github -
- - English - - - - -
- -
-
- - - - -
-
- - - -
-
-
-
-
- -
- - - - -
- - - - - - - - - - - -
-
    - -
  • API
    • -
-
- -
-
-
-
- -
-

API

-
-

DataProvider API

-
- -
-
-
-

Model Config API

-
-
-
-
-

Applications API

-
- -
-
-
- - -
-
-
- - -
- -
-

- © 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/api/v1/predict/swig_py_paddle_en.html b/develop/doc/api/v1/predict/swig_py_paddle_en.html deleted file mode 100644 index e67c011840b..00000000000 --- a/develop/doc/api/v1/predict/swig_py_paddle_en.html +++ /dev/null @@ -1,347 +0,0 @@ - - - - - - - - - - - Python Prediction — PaddlePaddle documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- -
-
- Fork me on Github -
- - English - - - - -
- -
-
- - - - -
-
- - - -
-
-
-
-
- -
- - - - -
- - - - - - - - - - - -
-
    - -
  • Python Prediction
    • -
-
- -
-
-
-
- -
-

Python Prediction

-

PaddlePaddle offers a set of clean prediction interfaces for python with the help of -SWIG. The main steps of predict values in python are:

-
    -
  • Parse training configurations
    • -
  • Construct GradientMachine
    • -
  • Prepare data
    • -
  • Predict
    • -
-

Here is a sample python script that shows the typical prediction process for the -MNIST classification problem. A complete sample code could be found at -src_root/doc/ui/predict/predict_sample.py.

-
from py_paddle import swig_paddle, DataProviderConverter
-from paddle.trainer.PyDataProvider2 import dense_vector
-from paddle.trainer.config_parser import parse_config
-
-    0.988235, 0.988235, 0.552941, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.211765,
-    0.878431, 0.988235, 0.992157, 0.701961, 0.329412, 0.109804, 0, 0, 0, 0, 0,
-    0, 0, 0.698039, 0.988235, 0.913725, 0.145098, 0, 0, 0, 0, 0, 0, 0, 0, 0,
-    0.188235, 0.890196, 0.988235, 0.988235, 0.745098, 0.047059, 0, 0, 0, 0, 0,
-    0, 0, 0, 0, 0.882353, 0.988235, 0.568627, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.2,
-    0.933333, 0.992157, 0.992157, 0.992157, 0.447059, 0.294118, 0, 0, 0, 0, 0,
-    0, 0, 0, 0.447059, 0.992157, 0.768627, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
-    0.623529, 0.988235, 0.988235, 0.988235, 0.988235, 0.992157, 0.47451, 0, 0,
-    0, 0, 0, 0, 0, 0.188235, 0.933333, 0.87451, 0.509804, 0, 0, 0, 0, 0, 0, 0,
-    0, 0, 0, 0.992157, 0.988235, 0.937255, 0.792157, 0.988235, 0.894118,
-    0.082353, 0, 0, 0, 0, 0, 0, 0.027451, 0.647059, 0.992157, 0.654902, 0, 0, 0,
-    0, 0, 0, 0, 0, 0, 0, 0, 0.623529, 0.988235, 0.913725, 0.329412, 0.376471,
-    0.184314, 0, 0, 0, 0, 0, 0, 0.027451, 0.513725, 0.988235, 0.635294,
-    0.219608, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.196078, 0.929412, 0.988235,
-    0.988235, 0.741176, 0.309804, 0, 0, 0, 0, 0, 0, 0.529412, 0.988235,
-
-
-

The module that does the most of the job is py_paddle.swig_paddle, it’s -generated by SWIG and has complete documents, for more details you can use -python’s help() function. Let’s walk through the above python script:

-
    -
  • At the beginning, use swig_paddle.initPaddle() to initialize -PaddlePaddle with command line arguments, for more about command line arguments -see Detail Description .
    • -
  • Parse the configuration file that is used in training with parse_config(). -Because data to predict with always have no label, and output of prediction work -normally is the output layer rather than the cost layer, so you should modify -the configuration file accordingly before using it in the prediction work.
    • -
  • Create a neural network with -swig_paddle.GradientMachine.createFromConfigproto(), which takes the -parsed configuration conf.model_config as argument. Then load the -trained parameters from the model with network.loadParameters().
    • -
  • -
    Create a data converter object of utility class DataProviderConverter.
    -
      -
    • Note: As swig_paddle can only accept C++ matrices, we offer a utility -class DataProviderConverter that can accept the same input data with -PyDataProvider2, for more information please refer to document -of PyDataProvider2 .
      • -
    -
    -
    -
    • -
  • Do the prediction with forwardTest(), which takes the converted -input data and outputs the activations of the output layer.
    • -
-

Here is a typical output:

-
[{'id': None, 'value': array([[  5.53018653e-09,   1.12194102e-05,   1.96644767e-09,
-      1.43630644e-02,   1.51111044e-13,   9.85625684e-01,
-      2.08823112e-10,   2.32777140e-08,   2.00186201e-09,
-      1.15501715e-08],
-   [  9.99982715e-01,   1.27787406e-10,   1.72296313e-05,
-      1.49316648e-09,   1.36540484e-11,   6.93137714e-10,
-      2.70634608e-08,   3.48565123e-08,   5.25639710e-09,
-      4.48684503e-08]], dtype=float32)}]
-
-
-

value is the output of the output layer, each row represents result of -the corresponding row in the input data, each element represents activation of -the corresponding neuron in the output layer.

-
- - -
-
-
- - -
- -
-

- © 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/genindex.html b/develop/doc/genindex.html index 56726dcf6df..9e1b8768ce7 100644 --- a/develop/doc/genindex.html +++ b/develop/doc/genindex.html @@ -274,8 +274,6 @@ diff --git a/develop/doc/objects.inv b/develop/doc/objects.inv index 21f9459635cae0413dc0970a93b8b3e4c1b6ef05..c1bf6b592022cccc345507acd0c22afa0ef7bb05 100644 GIT binary patch delta 3657 zcmV-P4z}^c9-ubqQH7T9M}7m-F0&m_$0pfn3Y7C zly?1k3Y?%#(KJR1G$?XNVWdHQv72krpoji1yWU&=h0c)F2PI1Hz4i9sw-RUOH$#dX z&J5{{L{UsP&fnjd#s!Nu=sAfCl5?@KQ#~a#7c7)swzx-fcz>J}IrZ*(BxB?A_s2?Z zT+7Y#B);=A&mUzgK+Bxu^sSKvofR<=?6*`PRKlYorrvutPJ>A!X*Pce;KttFZ5oor zv8^MFiIi61r+*9QDGiH37{g#t%$p6uQkF9k_srf7j~Uy#p@qi#LAa4Uv_;e!mAzt` z>{`Q`4hytj7>U)&Z3zx7+7?I8n$=txdc2^=KYzAa8cq`ZV+%>}DT@aTDj5ulc^mZw zRJ}Oupv!ASY9$&3R5T8>*KrN7Mb{|%*yL@grb1Y|h$zw^<}(&LkSdx+ITZxv8~8x< zOApg26*Se$7dK#*V(g_<1alf^FdqWrqXV-|vt))G=K=akr7tEEFl^Yj-vOF$6!@CK zH-8Fz!{}=TJ}5wrb6+cPXkEqHoIcI}Pj(`7!$Mn=vhDo+A%(5&SE&REdlv?bje7g- zL8>=k1LA9udL>sdXrZzcX8Ff7tm2mSkbQ&VH&D93ZN(Dj&dsz*oE4sd=-?XPv_2{b zZo#i}psIa-O;{y|KQPa3S9WT1)PzKYR3?#y0Xaya_5u zO~V!t6EY7ZeR3l_6!uZLg0ayd>%B2J$|~#<#D-4TQ+lJJ)q?8RMr_8PYhsq7=I>}y zus8~E59MiV70h5Wh8#Sn(O7d~0?Sfpi(}KG@^r}y5z;cnxuYn4iFhC1)TRt?wtu!@ z(($Obq0(2d_wna+k>35x+F7d$E)PIAsKay~93 z#J*z`$jW?d>=3O~0;jL(z6HIl+Tf221yj9MR>1d#4G+`LRh3)0s#1p-zQ%yW1Dsuw z!0@Q%I*F8{kS7@gIneR!b|#Sl^nVrLmVSW_W)w_GLq_E&qLR(hF--1euu`{{F&t+0 z`WFWXh~732D`|+dgP9-^qbY2@a~htx(7IeE4+nzxz!1DGB*3nz)s!kGBs{wyB68rC zBn@`IWK{DA*JjBUbEjFV-Q+M;&+d8m6+8OmlaOb$LebNI0W&rkAMb2#?|<*OFuPo3 z?D?c%0^HHoJ~^Y_uBnTZ=wVz)thcFn<%jeIo{_?}scb{DS?fW;+{`J$3pKmo;fBNwcZuKgcjF`-@cDYo&#jVv} zzkc=R-=CuHKfQkQ&1aXd{(pM;?B(U3zqtJTcbCtLiGk9`FCpqhQgLqQHp{uYGhttm!Sx{7tuNEEK^Ut= zxJ;qV-qmNVpwQIc~r36>gFvv$om0h&%Ed(;$@gysIne6n0k#j4eusCSPzy@2;?KB+YF zG%SQbmkcQbxaTD4aRN@pZl|^?K1|vxzzdeoO|i)Us^uf-l!TCFjT?(3AR?Tz9I}@} zP=_U}39jZ4z0HP*+kdj8h;tT%S+UfVinFU**Q2PH!@@AbqK9N3WxTDU$8P2IWbSnZ z!vbAX`c@$of~yssIh52yQ(wb(T;f?J?ke=PX{{1pYm;}?_*x{py61>Ruu2p_bOm9V z=-)vdT&5ffgniw9{rW%GuU}k!{rjsI-#O8#W781OgL3iax}O!4W1ZIM@j|Mq?5@k%>Pe%Ps7YbXLFs zReDWCBq6<_Le*b_ZqalpbGNHys3qTpRK_sBtKvITbugGSk_PT**ibBJ+%Fz%9#q1D zWUdHCwYywpl7AIB(J3CmF?xWE7Fr++SfqFKfX0%-AURNKqNzxN zgL*jKfu?GlDjcj&2ImC!9LxwESQbOKzpB9b8zL~FEI}dEPa&3?LyQ>cCI@hrsj3Q3 zVw#j#32f_P5tveT=QOaN%an8#p)7rqW?-J2#rO|m3xCK>Tno%*C=U*D8vpmTxBqAl zmWC4KskKP%IUJZliqf=S4G=pj{OyB-_3(o}Z_#Gye#y-!LY=7ck@_|m&#D#QnKe3A z#*<{?a*|E5BXU(S)~=#ffNGbGjpM)^Umtpn-+OQ4V!jBn7`FBxbm>}6vgyn&|NhPO zKVMzH{D0)?%kM9re|P!%+c#hSu-uZn8>}qm2dZSAfSd1~kT-zQHg5TwM-NT*b@k=T ztFK>a1MN+#bdG^pMm?+7#paIeAJK(Ma>`F#&VlB-=9wG|=NvW^lMo*q9A<{n6qS%D zt8Pa$-EM&E!4(lB%- z1`TR=To1Ok_B>f+8D8F~l0$n_u46k$97OA6xR1x=rs@SdUWb3ob`~8iGQic4WkXs@ zo}Lu&op&Hc#G6o!Dpv{NH~?&sDj!!B=^DZ+gm%gzWl5}KLXd_rMd}<)Y%lj3c&zvr z`G1`E1qwCMVTGcp3oM3PUnuAgRV}(PMT0c2A9VeEnGy7Fge?wNnruTH!X!Fp^rBWV zV=4#5s-8Q%XtQ*cRE57PEW;C8Ox3I%xH`t|?@g1Tb=0ecdM3P}F(ne#1}3&4mC}jc z;^{`bm(Rbte(}ZiKR&zu;?ojZV(riYr+?b5u>g0f3XR>ukOb8sX19W0xJ2;-eCU}un{xw${LO_Hdu7JBq?qmUaGucF134e!y zFg&^8p4wZVr$K9G*#M&c}cFny7 zFGOAXES)z?jSUU$c$#%~n)z-} z0_AwCR^`U@0py@?#)Za#eaJ-y7(L9 zJTRenA8rq`NxCW`JVvyk19vfV5u^vW$)V9c5)6P2U}H0ND4Q9!-ytkT)Az`c-__JR4CWmD_5WF2EG@_td zOm!^)G}()6v2;EcOp2n)pnnZ;|Dv#0!3T#Qd8da)s98H2hglKmjHPvOvW&NRvk^tr z*?Df0>b+*qQ1;j9f^}6w zA6wbSSI(Xc^P2$7b;j)ypOT4S;R<>xMl*Ywhk^K!w4dHpTy9OeFn_*g_uNvAE844f z_3RfiAQy54r8Q@FG_7x2^&V5#k4|(f^Qf4hGsvmzHDfgsO7)h?!*rPf@NQ|6u@#im zoP!?~63}!X5_1=X6rr+JUA*t+>MM$9^}kHHm$N*kzZz84cL`)wnPFwtjU^&x$}tXp zv0e$YJD3*lu*mUZ(|>5)+gYnA9=O@%y1}*lmey)&?ag555?4P4ZhIk-bY-Ot0j>8j z?2lW}Fmf4ho7hhE8XI33g5s^ab?%wj_u5RWuTjb{_5|NX37@bSdLy`$=8OiBR6dvSAQoMy@qwBWPcPjc3R-N?Wbrsu9IM1=}n`O8l ba?WF`-npFH-rg++FIU&36~yR&IYKbU_J0S} delta 3820 zcmV*VdsD!B% z$|)E5%~2$qWeL5FAO?@`1cylQ3I^`g{06I(bX0 z@+o|-W6f2K!@WVo(=nS22sF-#`lL;450A05dT)Y(YhMBbRAUqo1oj$mu-oNk&_Js8 z0@;mM^M7d6YO|3Iu!Jn=61x;xL+s;YQ#_^l1sCT_EGaoO$f0>_!0;?*GqtO9;#4de z=%{>cAZ45Ows-*ccL?G8_@X~8Jq%P^&TLpWHuYYBO+T}gsI%rUm5Ao6A*Zmw*>K}?0 zPi_4}_1^PGL!D4=yi`yB2F^1Y6-!|ZgF!KGE(l9m&PdWRds{rE_pKTlXuKPQ8`&dQ zM6FTTDW=K3HLU5dK)Z#JSgqWK;Ic*A;OJPhnkz$(7k2o^CX3}H(LXkj1Rt|xi9scU zL4PrCy{`DR6Q>#D23BBPqCxyhlTdpd-vB#wjdFlZ!B907!r4Vck%kGMu*ic{(KN~# zW=rS;(J$?#V=8E>mv7kEpA}X@Mxb=V9sLe4_nT;*UB0O?l=Nu<;Wo_uPz}KCn$WM| z`x@T1D1b;W$fw}@Dy~3rDN9X~X}*ZpE`KK|QTmNg-w4?sunbxnz~Pi887#ukY>c4^ zMcHhE9P9hR*WG6yf7P^|0ZS#A} z6gFZWr4l6E&<8NK>X@eksg8OKNMDQ8?z4hH3zelX2S1`w6)bLs+&3tF3#AR*RDUdS z?%Yh9#90v-h!(Ed5H?2z!6E$i4pbFfZ3wI6@RtimXCoTNWvI6yW-VMjHPD}B=sj-& zttEHWpM5%~iHkgrZh{I@|+?TreS#32SQJb!Jhf(b-GIT1OH2bv3uG%SU-Brz?j7A1KhqAJV0 zqbU6n@d3W6NC@6sZQ-cpQEx+KU%@`WUuTPqHgwCJX1AzQ!M)Eff-|nW+KXm!7}K1v z1VHMNgR67OFLFL8BqSUI6v)aXc;FGOR03yT)B6tej%tHHG7?PnR#^ex7k@T9+``vY z?(X-f4l()~1F}7EcC#4_k7}+nciD^hEQ81rI-cFmBrrvfLh#5Cf*}%M z*VJlC6(bUzUl0*{a7&T~dw)~8NI?D{aRtB|J~-pAJN!48wA5)@a# zyQ&qxGnrw1ex-VcTdTi*{p!uXKSkYtdi~~`&n{p6_41RKmw*1^^7G$aKL5(E6w!PtEpJE znp5>25U&>qe$7XfMxI865a^O2WdQd)n{_w=FJrq?!-@|pC4Uv*10@)2}Q zBFM4^)*=ash^8!u?4=OYW664g>p8?=+Y<3xHY<{xg;7?lG^OHf>()g;s_F=4SoDw_ zpiD44e&SbNPv%Znuw0;RO4ll+LU6UBGmny*Xo{Nnj!QhN#C_G(CaqCdZEW(s!fJ!$ zmQ+2l2$tqTh<~miEEC;3sE5ncpn-6p+pk~$=lb=FtFM25_2N4(dN!8$)9Et1nN3vn z@KpQA3O(T@zx#6^l%}*lrXkb_jVim{?wbl$T<0uKB@mkUQFI|z44yDi!NE?zF&dNL ziA?+%J8og0q>};$sM2d9A_?gY6{`Lcwky>uncH10Lw_y#E~GMs`CS#?nW}@qoRBp1 zN5h8VK;wS#X#21d79{gUFsj|>DrZ@d6P@A_9HU3b=%9tNfJM6K0yX5)=_^*qWgHwf z4rwAO43Y<>CYmxZIH)-zx?>>%kM9re|P!%+c#hSu-cNlTdX`m3028_25!D{Lf!yI z+c@lRAMcs$>*~vwS6{!<2D+P8=^R6|j5=1YkIf(1Kc)+ne?WAt{l}IDunjRB4tIaV?q$im?HI# zCbpM*4Lnx->JCsxpimP%R_Mz^c*tkC^(~I>P}QM3H<0W*A8kKhW(3_EVS~e$Cc6+v zFp1`jUeqckOy!_h)$@lJO_sKjs_<8ZWq2%(shYC`S7+zly|Eb@=j&RiW5NrXP=6v} zZD3*>Q7OIX4W4$yd-?pU>la^K|KqdkFFq}yCDsl-aH`!I3vj2Z(AX{vNl+bOb}RUW z&oqbbDKZ#xa028CQ=jAVtUKmvveW^GAi7{aqWJ}-saoY2Nb6}?snEVGOz8z6%vt0e zhZd8k1DXeY7q9^d*#@SpRB3}`I)9p)t;?s#rq`9?iQq+A`PW=+2q6)I_yTU5+{yy< zX0na65)K1lc=SagC8=!*$KrRG70D)NI!4O8R^@-)+*e@7>X%c;S5$pptJDiV?$*>I z);@u>YZ@$gA?ng+>AYELY_PQBY1a8|n$TB(PRAcWi>-2EN;|iu5%E-gNq<*(%s8v( zN5@Zk6PkLClgid|nZaXk<5M4drrqqw$ec7HB{)?S+1qS5*0#Yvkikij)-waEiMhJ| zvBC`Bo#3?u%JEjM%8ls*$fd#=%Wl$RSIpJ?M5?91GF$VCUb%gEw0jnuo^79;?e6sS z;bcr{rfbg_aC^~~GFBnF&VR$C9~OSfYd>pXJKVJb_x4&TIX8po$E~UM)GgFN8pl$z z;=LGM{0(#Nzy7_F*(6;R5gub|>A+pgTm4&^e#_PY#Aku?w= zpXWTdPr79oEsrR(^?q!rC?t#(1Al+k32$>a#seYP zMS>Lt)nck^A)v`lWQV2oxnNQhRR(QJV?889(NZL<7R9t>dx-hhIwj2RU|NEsBFBqOy-jatt*3a&%`V>!uGP1+)>G?l2FosSbz|VR7ZFL< zR%!`oy-#3&9703SXS{1-Gu5*;zA^;GTX&n>Gjs2?nby8WDZ|)PeCy5lh$YY)!KE~3 zgt!5XF?&v9!GBpZq+3hCj`E!DVKB0-*_NqhT&}NHGcQ%ij!u`U6GUd2fGUr@J5BBzVK`i#FNbw6>T)Q!p0ThN0j54S()S@c^#Es@$u+-1{(MdvFuxhqP^RG1&&TZwG& zl-x#WT0&!;;&Trx9$^YHoLXcNl_PU6WQ2z5fC5J!l>R&sZY> diff --git a/develop/doc/searchindex.js b/develop/doc/searchindex.js index f785a7288ad..d661e6ae322 100644 --- a/develop/doc/searchindex.js +++ b/develop/doc/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/io","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/backward","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/concurrent_programming","design/dist_refactor/distributed_architecture","design/dist_refactor/multi_cpu","design/dist_refactor/parameter_server","design/error_clip","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/fluid_compiler","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/kernel_hint_design","design/memory_optimization","design/mkl/mkl_packed","design/mkl/mkldnn","design/mkl/mkldnn_fluid","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/profiler","design/program","design/prune","design/python_api","design/reader/README","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/switch_kernel","design/tensor_array","design/var_desc","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/pip_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/new_op_kernel_en","howto/dev/use_eigen_en","howto/dev/write_docs_en","howto/index_en","howto/optimization/cpu_profiling","howto/optimization/gpu_profiling_en","howto/read_source","howto/usage/cluster/cluster_train_en","howto/usage/cluster/fabric_en","howto/usage/cluster/fluid_cluster_train_en","howto/usage/cluster/k8s_aws_en","howto/usage/cluster/k8s_en","howto/usage/cluster/openmpi_en","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","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","index_en","mobile/cross_compiling_for_android_en","mobile/cross_compiling_for_ios_en","mobile/cross_compiling_for_raspberry_en","mobile/index_en","survey/cluster_bootstrapping_tools"],envversion:50,filenames:["api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/io.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/backward.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/concurrent_programming.md","design/dist_refactor/distributed_architecture.md","design/dist_refactor/multi_cpu.md","design/dist_refactor/parameter_server.md","design/error_clip.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/fluid_compiler.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/kernel_hint_design.md","design/memory_optimization.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/mkl/mkldnn_fluid.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/profiler.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/support_new_device.md","design/switch_kernel.md","design/tensor_array.md","design/var_desc.md","getstarted/build_and_install/build_from_source_en.rst","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/pip_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/new_op_kernel_en.md","howto/dev/use_eigen_en.md","howto/dev/write_docs_en.rst","howto/index_en.rst","howto/optimization/cpu_profiling.md","howto/optimization/gpu_profiling_en.rst","howto/read_source.md","howto/usage/cluster/cluster_train_en.md","howto/usage/cluster/fabric_en.md","howto/usage/cluster/fluid_cluster_train_en.md","howto/usage/cluster/k8s_aws_en.md","howto/usage/cluster/k8s_en.md","howto/usage/cluster/openmpi_en.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.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","index_en.rst","mobile/cross_compiling_for_android_en.md","mobile/cross_compiling_for_ios_en.md","mobile/cross_compiling_for_raspberry_en.md","mobile/index_en.rst","survey/cluster_bootstrapping_tools.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[2,0,1,""]},"paddle.v2":{image:[15,2,0,"-"]},"paddle.v2.fluid":{regularizer:[27,2,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,1,1,""],states:[18,1,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[27,3,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,0,1,""],center_crop:[15,0,1,""],left_right_flip:[15,0,1,""],load_and_transform:[15,0,1,""],load_image:[15,0,1,""],load_image_bytes:[15,0,1,""],random_crop:[15,0,1,""],resize_short:[15,0,1,""],simple_transform:[15,0,1,""],to_chw:[15,0,1,""]}},objnames:{"0":["py","function","Python function"],"1":["py","attribute","Python attribute"],"2":["py","module","Python module"],"3":["py","class","Python class"]},objtypes:{"0":"py:function","1":"py:attribute","2":"py:module","3":"py:class"},terms:{"00186201e":4,"00m":109,"03m":109,"0424m":109,"0473v3":9,"055ee37d":114,"0630u":109,"06u":109,"0810u":109,"08823112e":4,"0957m":109,"0_cudnn5":93,"0_cudnn5_avx_mkl":[94,96],"0_cudnn7_avx_mkl":96,"0ab":8,"0rc":111,"0rc1":85,"0rc2":85,"0x10f256d50":59,"0x7ffe4de00110":59,"100gb":109,"100gi":114,"10g":43,"10m":109,"1150u":109,"11\u5b9e\u73b0\u4e86c":69,"11e6":115,"12194102e":4,"124n":109,"12gb":63,"13m":115,"1490u":109,"15501715e":4,"1550u":109,"16u":109,"173n":109,"1770u":109,"18ad":114,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":115,"197u":109,"1gb":109,"1st":22,"210u":109,"211839e770f7b538e2d8":9,"215n":109,"228u":109,"2520u":109,"25639710e":4,"2680u":109,"27787406e":4,"279n":109,"27m":109,"285m":109,"2863m":109,"28m":109,"28x28":2,"2977m":109,"2cbf7385":114,"2nd":22,"302n":109,"30u":109,"32777140e":4,"328n":109,"32u":109,"32x32":14,"331n":109,"3320u":109,"36540484e":4,"365e":114,"36u":109,"3710m":109,"3768m":109,"387u":109,"38u":109,"3920u":109,"39u":109,"3rd":125,"4035m":109,"4090u":109,"4096mb":120,"4279m":109,"43630644e":4,"43u":109,"448a5b355b84":115,"4560u":109,"4563m":109,"45u":109,"4650u":109,"4726m":109,"473m":115,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":120,"50bd":114,"50gi":114,"51111044e":4,"514u":109,"525n":109,"526u":109,"53018653e":4,"536u":109,"5460u":109,"5470u":109,"54u":109,"5690m":109,"573u":109,"578n":109,"5798m":109,"586u":109,"58s":115,"5969m":109,"5_cudnn5_avx_mkl":96,"5_cudnn5_avx_openbla":[96,97],"6080u":109,"6140u":109,"6305m":109,"639u":109,"64m":67,"655u":109,"6780u":109,"6810u":109,"682u":109,"6970u":109,"6ce9":114,"704u":109,"70634608e":4,"7090u":109,"72296313e":4,"72u":109,"73u":109,"75u":109,"760u":109,"767u":109,"783n":109,"784u":109,"78m":109,"7eamaa":14,"7kb":115,"8250u":109,"8300u":109,"830n":109,"849m":109,"85625684e":4,"861u":109,"8661m":109,"892m":109,"901n":109,"90u":109,"918u":109,"9247m":109,"924n":109,"9261m":109,"93137714e":4,"9330m":109,"94u":109,"9530m":109,"96644767e":4,"983m":109,"988u":109,"997u":109,"99982715e":4,"99u":109,"9a235":125,"9f18":115,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":51,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":36,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":51,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":51,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":85,"\u4e00\u822c\u7531mkl":65,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":51,"\u4e0a\u4f20\u65b9\u6cd5":85,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":51,"\u4e0a\u8ff0paddlepaddl":85,"\u4e0b\u4e00\u4e2awheel\u5305\u9700\u8981\u66f4\u65b0\u7248\u672c\u53f7\u624d\u53ef\u4ee5\u4e0a\u4f20":85,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":37,"\u4e0b\u62c9\u6846\u4e2d\u627e\u5230\u751f\u6210\u76843\u4e2a\u4e8c\u8fdb\u5236\u6587\u4ef6":85,"\u4e0b\u8f7d":51,"\u4e0b\u8f7d\u5230\u672c\u5730":51,"\u4e0b\u8f7d\u5f97\u5230":85,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":69,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":51,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":68,"\u4e0d\u4f7f\u7528c":68,"\u4e0d\u4f7f\u7528swig":68,"\u4e0d\u53ef\u4ee5\u66f4\u6539":85,"\u4e0d\u540c":65,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":68,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":68,"\u4e0d\u5728":69,"\u4e0d\u5bb9\u6613\u51fa\u9519":51,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":68,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":68,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":68,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":37,"\u4e0e":65,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":51,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":65,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":85,"\u4e0e\u53ef\u80fd\u6709\u7684":85,"\u4e0ebatch":64,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":68,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":69,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":68,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":68,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":85,"\u4e2a\u6027\u5316\u63a8\u8350":85,"\u4e2d":[64,65,68,69],"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":65,"\u4e2d\u5199\u5165json\u5185\u5bb9":36,"\u4e2d\u5b8c\u5168\u4e00\u81f4":68,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":65,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":69,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":64,"\u4e2d\u5f15\u5165\u7684":64,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":65,"\u4e2d\u6839\u636e":64,"\u4e2d\u6dfb\u52a0":64,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":65,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":85,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":37,"\u4e3a":[64,65],"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":65,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":51,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":69,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":65,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":64,"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":65,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":51,"\u4e3b\u8981\u5305\u62ec":65,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":65,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":65,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":69,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":68,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":69,"\u4e5f\u4e0d\u751f\u6210":69,"\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u955c\u50cf":85,"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":65,"\u4e66\u5199":68,"\u4eba\u8138\u8bc6\u522b":37,"\u4ec5\u4ec5\u4f7f\u7528":68,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":65,"\u4ece":85,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":36,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":64,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":36,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":69,"\u4ed6\u662f\u5c06":69,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":68,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":68,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":65,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":37,"\u4ee3\u8868shard\u7684index":37,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":37,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":37,"\u4ee5\u4e0b":37,"\u4ee5\u4e0b\u7b80\u79f0rnn":64,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":51,"\u4ee5\u53ca":64,"\u4ee5\u53canumpi":37,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":65,"\u4ee5\u793a\u533a\u5206":[64,65],"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":36,"\u4f18\u5316\u524d":64,"\u4f18\u5316\u540e":64,"\u4f1a\u4ee5":[64,65],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":64,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":65,"\u4f1a\u5728":65,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":65,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":68,"\u4f1a\u5f15\u5165":65,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":65,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":65,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":64,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":68,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":65,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":65,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":37,"\u4f20\u5165":37,"\u4f46":69,"\u4f46\u4e0d\u66b4\u9732":69,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":85,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":85,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":69,"\u4f46\u662f\u5728mkl":65,"\u4f46\u662f\u5728paddlepaddle\u4e2d":65,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":65,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":65,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":68,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":65,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":37,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":68,"\u4f7f\u7528":[65,69,85],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":37,"\u4f7f\u7528\u52a8\u6001\u5e93":68,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":36,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":69,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":65,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":69,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":36,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":68,"\u4f7f\u7528c":69,"\u4f7f\u7528c99\u505a\u63a5\u53e3":68,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":68,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":68,"\u4f7f\u7528regress":85,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":68,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":68,"\u4f7f\u7528void":68,"\u4f8b\u5982":[37,68,69,85],"\u4f8b\u5982\u5728deepspeech2":64,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":68,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":68,"\u4f8b\u5982\u5bf9\u4e8epython":68,"\u4f8b\u5982c":68,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":68,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":68,"\u4f8b\u5982python\u7684":68,"\u4f8b\u5982rnn":64,"\u4f9d\u6b21\u7c7b\u63a8":85,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":68,"\u4fee\u590d\u6240\u6709bug\u540e":85,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":85,"\u4fee\u6539":[65,85],"\u4fee\u6539\u6210":85,"\u505a\u53ea\u8bfb\u6302\u8f7d":37,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":85,"\u505a\u63a5\u53e3":68,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":36,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":64,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":65,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":64,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":69,"\u5171\u4eab\u5185\u5b58":65,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":64,"\u5176\u4e2d":[68,85],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":69,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":85,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":64,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":69,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":69,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":65,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[64,65],"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":65,"\u5177\u4f53\u8bf7\u53c2\u8003":69,"\u5185\u90e8\u5b58\u50a8":65,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":68,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":68,"\u518d\u57fa\u4e8e":85,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":64,"\u5199\u4ee3\u7801":68,"\u5199\u5165\u5feb\u7167\u6570\u636e":36,"\u51fd\u6570":[64,65],"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":37,"\u51fd\u6570\u540d\u4e3a":69,"\u51fd\u6570\u547d\u540d":68,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":65,"\u5206\u522b\u5bf9\u5e94capi":85,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":36,"\u5206\u652f":85,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":85,"\u5206\u652f\u4e2d":85,"\u5206\u652f\u4e3a\u5f00\u53d1":85,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":85,"\u5206\u652f\u4e3a\u7a33\u5b9a":85,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":85,"\u5206\u652f\u5408\u5165":85,"\u5206\u652f\u5408\u5165master\u5206\u652f":85,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":85,"\u5206\u652f\u540d\u4e3a":85,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":85,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":85,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":85,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":85,"\u5206\u7247":36,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":36,"\u5219\u5ffd\u7565":36,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":36,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":69,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":36,"\u521b\u5efa":65,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":36,"\u5230":36,"\u5230\u7b2c\u4e8c\u6b65":85,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":64,"\u529f\u80fd":51,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":85,"\u52a8\u6001\u5e93":68,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":69,"\u5305\u62ec":[37,64,65],"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":36,"\u5305\u62ecmkl":65,"\u534f\u540c\u5b8c\u6210releas":85,"\u5355\u4e2a\u503c":37,"\u5355\u70b9\u6545\u969c":36,"\u5373":69,"\u5373\u4f7f\u7528":69,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":69,"\u5373\u4f7fc":69,"\u5373\u4f8b\u5982":69,"\u5373\u4fbfpaddl":69,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":69,"\u5373\u66b4\u9732":69,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":65,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":68,"\u539f\u6765\u7684\u65b9\u6848":65,"\u53c2\u6570":68,"\u53c2\u8003":[51,68],"\u53c2\u8003\u4e0b\u56fe":85,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":65,"\u53cc\u5411\u9a8c\u8bc1":51,"\u53d1\u578b\u7248":85,"\u53d1\u5e03\u5230dockerhub":85,"\u53d1\u5e03docker\u955c\u50cf\u53ea\u9700\u8981\u5bf9\u81ea\u52a8push\u7684\u955c\u50cf\u6253\u4e0a":85,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":65,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":36,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":69,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":68,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":36,"\u53ef\u4ee5":85,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":36,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":68,"\u53ef\u4ee5\u5728\u6b64\u9875\u9762\u7684":85,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":37,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":36,"\u53ef\u4ee5\u7528":51,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":37,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":85,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":36,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":36,"\u53f3\u4fa7\u7684":85,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":64,"\u540c\u4e00\u6b21\u524d\u5411":64,"\u540c\u65f6":[64,65],"\u540c\u65f6\u4f1a\u5f00\u542fintel":65,"\u540c\u65f6\u518d\u5c06":85,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":65,"\u540c\u65f6\u63d0\u8d77":85,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":65,"\u540d\u5b57\u4fee\u9970":68,"\u540e\u5411":64,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":64,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":36,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":85,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":68,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":36,"\u548c":[37,64,65,68,69,85],"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":65,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":37,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":36,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":36,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":68,"\u56e0\u6b64":64,"\u56fe\u50cf\u5206\u7c7b":85,"\u5728":[64,65,69,85],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":36,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":37,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":85,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":36,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":65,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":69,"\u5728\u5bf9\u5e94\u7684":64,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":64,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":37,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":36,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":69,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":36,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":36,"\u5728\u6709\u666e\u901a\u7684cpu":65,"\u5728\u672c\u6587\u6863\u4e2d":51,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":37,"\u5728\u6837\u4f8b\u4e2d":69,"\u5728\u7528\u6237\u4f7f\u7528c":69,"\u5728\u7b2c\u4e8c\u4e2atab":85,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":37,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":65,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":85,"\u5728\u8fd9\u4e2a":85,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":68,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":85,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":69,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":69,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":65,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":64,"\u5728batch":64,"\u5728c":68,"\u5728c\u7684\u5934\u6587\u4ef6":68,"\u5728packing\u4e0a\u7684\u8017\u65f6":64,"\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":37,"\u5728paramet":36,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":64,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":69,"\u5747\u662f\u5728":69,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":51,"\u5916\u90e8\u5b58\u50a8":65,"\u591a\u4e2a\u503c":37,"\u591a\u4e2aparamet":36,"\u591a\u6b21\u8c03\u7528":64,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":68,"\u5982\u56fe\u4e2dtrainer":36,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":36,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":65,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":68,"\u5982\u679c\u5728\u4f7f\u7528mkl":65,"\u5982\u679c\u5931\u8d25":85,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":65,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":36,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":36,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":37,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":85,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":69,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":69,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":69,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":36,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":68,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":85,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":68,"\u5982\u679c\u9700\u8981\u624b\u52a8\u7f16\u8bd1":85,"\u5982\u679cmkl":65,"\u5982\u679cparamet":36,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":65,"\u5b57\u6bb5\u8bbe\u4e3a":85,"\u5b57\u7b26\u4e32":37,"\u5b58\u50a8":37,"\u5b66\u4e60\u6210\u672c\u9ad8":68,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":65,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":37,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":65,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":65,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":69,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":51,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":65,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":65,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":37,"\u5b8c\u6210\u81ea\u52a8\u5316\u4e8c\u8fdb\u5236\u7f16\u8bd1":85,"\u5b9a\u4e49":65,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":65,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":65,"\u5b9e\u73b0\u7b80\u5355":68,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":68,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":68,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":64,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":68,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":68,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":64,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":65,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":64,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":69,"\u5bf9\u4e8e\u6bcf\u79cdc":69,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":64,"\u5bf9\u6bd4":68,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":64,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":64,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":69,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":85,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":65,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":69,"\u5c06":85,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":36,"\u5c06\u5927\u91cf\u7684":68,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":85,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":85,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":65,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":68,"\u5de5\u5177\u4e0a\u4f20\u5373\u53ef":85,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":36,"\u5e73\u5747\u6545\u969c\u7387":36,"\u5e76\u4e14\u4f1a\u5199\u597d":65,"\u5e76\u4e14\u4f7f\u7528":69,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":65,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":68,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":64,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":51,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":51,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":68,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":65,"\u5e76\u5220\u9664":85,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":36,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":36,"\u5e76\u53d1\u5e03\u5230pypi":85,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":64,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":37,"\u5e76\u5c06":85,"\u5e76\u5c06c":69,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":36,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":65,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":68,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":64,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":37,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":85,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":85,"\u5efa\u8bae":85,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":69,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":85,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":85,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":85,"\u5f00\u5934":[64,65],"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":36,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":64,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":69,"\u5f39\u51fa\u4e0b\u9762\u7684\u9009\u62e9\u6846":85,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":85,"\u5f53\u53ea\u505a\u63a8\u65ad":64,"\u5f53\u5f00\u542f":65,"\u5f53\u6253\u5f00":65,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":65,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":65,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":69,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":65,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":51,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":68,"\u5f97\u4f7f\u7528":68,"\u5fc5\u8981":69,"\u5fc5\u987b\u5206\u522b\u4e0e":65,"\u60c5\u611f\u5206\u6790":85,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":69,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":65,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":65,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":65,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":64,"\u6211\u4eec\u4f1a\u628amkl":65,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[64,65],"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":68,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":65,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":64,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":65,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":37,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":51,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":68,"\u6211\u4eec\u8ba1\u5212\u5c06":64,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":65,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":51,"\u6211\u4eec\u9009\u62e9":37,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":64,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":37,"\u6216\u8005":[65,68,69],"\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":36,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":37,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":37,"\u6216activ":65,"\u6240\u4ee5":[65,85],"\u6240\u4ee5\u4e00\u4e2a\u7248\u672c\u53f7\u7684wheel\u5305\u53d1\u5e03\u4e4b\u540e":85,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":65,"\u6240\u4ee5\u5728":65,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":36,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":65,"\u6240\u4ee5\u6574\u4f53\u4e0a":65,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":65,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":51,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":65,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":69,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":65,"\u6240\u6709\u7684":64,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":69,"\u6240\u6709\u76f8\u5173\u7684":64,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":69,"\u6240\u6709mkl":65,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":68,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":65,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":69,"\u6267\u884c":85,"\u628a":37,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":37,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":36,"\u6309\u94ae":85,"\u63a5\u53e3":[68,69],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":69,"\u63a5\u53e3\u662f":37,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":51,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":65,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":65,"\u63a7\u5236\u7528\u6237\u6743\u9650":37,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":51,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":51,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":51,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":37,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":51,"\u6570\u636e":51,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":68,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":51,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":37,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":37,"\u6587\u4ef6":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":51,"\u6587\u4ef6\u5185\u5bb9\u4e3a":68,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":36,"\u6587\u4ef6\u5bf9\u5e94\u7684data":37,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":51,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":85,"\u65b0\u7248\u672c":65,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":85,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":51,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":64,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":65,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":65,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":68,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":37,"\u65e0\u8bba\u662f\u4ece":37,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":37,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":65,"\u65f6":[36,64,65],"\u65f6\u4e00\u8d77\u66f4\u65b0":65,"\u662f":[51,65],"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":68,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":69,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":68,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":69,"\u662f\u5426\u6253\u5f00":64,"\u662f\u56e0\u4e3ac99\u652f\u6301":68,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":51,"\u662f\u6307":69,"\u662f\u7528\u6237\u4f7f\u7528c":69,"\u662fc":69,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":64,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":36,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":69,"\u6700\u540e\u5220\u9664":85,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":68,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[64,65],"\u6709\u6807\u51c6\u7684":68,"\u6709\u7684\u65f6\u5019":68,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":85,"\u672c\u6587\u6863\u63cf\u8ff0paddl":69,"\u673a\u5668\u7ffb\u8bd1":85,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":36,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":64,"\u6765\u5b9e\u73b0":65,"\u6765\u786e\u4fdd\u628a":68,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":68,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":37,"\u6765\u8fdb\u884c\u8ba8\u8bba":69,"\u67e5\u770blatest":85,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":85,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":65,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":36,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":36,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":36,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":68,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":64,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":65,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":36,"\u6bcf\u4e00\u4e2a":85,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":37,"\u6bcf\u4e2a":65,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":37,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":65,"\u6bcf\u4e2adata":37,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":65,"\u6bcf\u4e2aparamet":36,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":36,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":64,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":37,"\u6bcf\u969410\u5206\u949f":36,"\u6bd4\u5982":[37,65],"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":65,"\u6bd4\u5982\u5c06":85,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":36,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":37,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":37,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":64,"\u6ce8":[36,85],"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[64,65],"\u6ce8\u610f":65,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":65,"\u6d4b\u8bd5\u672c\u6b21release\u7684\u6b63\u786e\u6027":85,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":65,"\u6d6e\u70b9\u578b\u6570\u636e":37,"\u6df1\u5165paddlepaddl":65,"\u6dfb\u52a0":64,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[64,65],"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":65,"\u70b9\u51fb":85,"\u7136\u540e\u5728\u524d\u5411":64,"\u7136\u540e\u5728etcd\u7684":36,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":51,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":51,"\u7136\u540e\u6309\u7167\u4e0a\u8ff0\u7684\u65b9\u6cd5":85,"\u7136\u540e\u70b9\u51fb":85,"\u7248\u672c\u5206\u652f":85,"\u7248\u672c\u53f7":85,"\u7248\u672c\u53f7\u5bf9\u5e94\u7684tag\u5373\u53ef":85,"\u7248\u672c\u53f7rc":85,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":85,"\u7279\u6709\u7684\u8bbe\u5907id":65,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":64,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":68,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":37,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":37,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":68,"\u751f\u6210\u6587\u6863":68,"\u751f\u6210\u7684":37,"\u751f\u6210\u7ed9\u5b9a":37,"\u751f\u6210api\u6587\u6863":68,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":51,"\u7528":51,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":65,"\u7528\u4e8e\u7ba1\u7406mkl":65,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":64,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":65,"\u7528\u4e8emkl":[64,65],"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":37,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":37,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":69,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":37,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":69,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":37,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":51,"\u7528\u6237\u901a\u8fc7c":69,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":64,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":36,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":36,"\u7531\u4e8ec":68,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":51,"\u7531\u4e8emkl":65,"\u7531\u4e8epypi":85,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":65,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":51,"\u7684\u4e00\u4e2a\u5b50\u96c6":65,"\u7684\u4fe1\u606f":65,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":65,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":68,"\u7684\u57fa\u672c\u903b\u8f91":65,"\u7684\u5934\u6587\u4ef6":68,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":65,"\u7684\u60c5\u51b5\u4e0b":64,"\u7684\u63a5\u53e3\u6837\u5f0f":68,"\u7684\u6570\u636e\u6d41\u56fe":37,"\u7684\u65f6\u5019":65,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":65,"\u7684\u683c\u5f0f\u5b58\u50a8":65,"\u7684\u6982\u5ff5":65,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":68,"\u7684\u7248\u672c":85,"\u7684\u7ed3\u679c":64,"\u7684\u7f29\u5199":51,"\u7684\u7f51\u7edc\u6a21\u578b":64,"\u7684\u89c4\u8303":68,"\u7684\u89d2\u5ea6":37,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":37,"\u7684flag":[64,65],"\u7684vanilla":64,"\u76ee\u524d\u53ea\u8003\u8651":65,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":36,"\u76ee\u524d\u5728paddlepaddle\u4e2d":65,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":65,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":68,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":51,"\u76ee\u524d\u7684\u4f18\u5316":65,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":68,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":64,"\u76ee\u5f55\u4e0b":69,"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":65,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":68,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":69,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":68,"\u76f8\u5173\u5c42":64,"\u77e9\u9635\u5927\u5c0f\u662f":64,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":68,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":68,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":36,"\u79bb\u7ebf\u6279\u5904\u7406":37,"\u7b2c\u4e00\u4e2atag\u4e3a":85,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":85,"\u7b2c\u4e8c\u4e2a\u4e3a":85,"\u7b49":[65,69],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":69,"\u7b49\u5f85\u7f16\u8bd1\u5b8c\u6210\u540e":85,"\u7b49\u6587\u4ef6":69,"\u7c7b\u4f3c":69,"\u7c7b\u540d\u548cc":68,"\u7c7b\u578b":68,"\u7ed3\u8bba":68,"\u7edf\u4e00\u7528":37,"\u7f16\u8bd1\u5668\u6ca1\u6709":68,"\u7f16\u8bd1\u578b\u8bed\u8a00":68,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":65,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":85,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":85,"\u7f16\u8bd1c":69,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":69,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":68,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":69,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":51,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":36,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":68,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":68,"\u800c\u5bf9\u4e8egolang":68,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":68,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":69,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":37,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":68,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":36,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":69,"\u826f\u597d\u7684\u6587\u6863":68,"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":65,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":36,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":69,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":65,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":68,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":68,"\u8ba1\u5212\u5728":[64,65],"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":36,"\u8ba9paddle\u6838\u5fc3\u4e2d":69,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":36,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":85,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":85,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":85,"\u8bbe\u7f6e":69,"\u8bc6\u522b\u6570\u5b57":85,"\u8bcd\u5411\u91cf":85,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":64,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":65,"\u8be6\u7ec6\u8bbe\u8ba1":51,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":85,"\u8bf4\u660e":36,"\u8bf7\u53c2\u8003":69,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":65,"\u8f6c\u6362\u5197\u4f59":64,"\u8f6c\u6362\u51fd\u6570":65,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":37,"\u8f6c\u6362\u8017\u65f6":64,"\u8f93\u5165\u68af\u5ea6":65,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":65,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":65,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":36,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":64,"\u8fd1\u671f\u76ee\u6807":65,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":85,"\u8fd8\u662f\u4ece":37,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":69,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":64,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":69,"\u8fd9\u4e09\u4e2a\u5206\u652f":85,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":64,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":69,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":69,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":69,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":68,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":68,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":69,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":69,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":69,"\u8fd9\u4e2a\u9009\u62e9":[64,65],"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":69,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":37,"\u8fd9\u4e9b\u4f1a\u5728":[64,65],"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":65,"\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":37,"\u8fd9\u4e9b\u955c\u50cf\u4e5f\u53ef\u4ee5\u4ece":85,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":68,"\u8fd9\u662f\u56e0\u4e3a":68,"\u8fd9\u6837":69,"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":65,"\u8fd9\u6837\u4fdd\u8bc1":85,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":37,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":51,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":65,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":65,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":68,"\u8fd9\u91cc":65,"\u8fd9\u91cc\u7684dockerimage\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883\u4ee5\u652f\u6301\u66f4\u591a\u7684linux":85,"\u8fd9\u91cc\u9009\u62e90":85,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":36,"\u8fdb\u4e00\u6b65\u4f18\u5316":65,"\u8fdb\u5165":85,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":85,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":65,"\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u7248\u672c":85,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":51,"\u901a\u5e38":69,"\u901a\u5e38\u5305\u542b\u4e00\u4e2acpu\u7248\u672c\u548c\u4e00\u4e2agpu\u7248\u672c":85,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":36,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":64,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":69,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":51,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":85,"\u90a3\u4e48":69,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":65,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":65,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":65,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":37,"\u90fd\u662f\u4ee5ext\u5f00\u5934":65,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":68,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":64,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":51,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":36,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":68,"\u91cc\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u5206\u652f":85,"\u91cc\u9762\u6dfb\u52a0":65,"\u91cd\u5199\u7236\u7c7blayer\u7684":65,"\u91cd\u547d\u540d\u6210":68,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":68,"\u9519\u8bef\u5904\u7406":68,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":68,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":68,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":69,"\u96c6\u6210\u5230":64,"\u96c6\u6210\u5230paddlepaddl":65,"\u9700\u8981":37,"\u9700\u8981\u4fee\u6539build":85,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":51,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":69,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":85,"\u9700\u8981\u5f15\u7528":69,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":68,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[65,85],"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":65,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":69,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":85,"\u9ed8\u8ba4256k":51,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":64,"abstract":[44,50,54,75,84,86,102,120],"api\u4e2d\u4f7f\u7528":68,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":69,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":69,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":69,"api\u63a5\u53e3":51,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":69,"api\u65f6":69,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":69,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":69,"api\u66b4\u9732\u7684\u7c7b\u578b":69,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":69,"api\u7684\u5b9e\u4f8b":69,"api\u7684\u5b9e\u73b0\u7ec6\u8282":69,"api\u7684\u63a5\u53e3":69,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":69,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":69,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":69,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":69,"apis\u505a\u4e86\u5c01\u88c5":64,"block\u6784\u6210\u4e00\u4e2amodel":36,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":85,"boolean":[21,22,50,52,60,68],"break":[13,34,91,92],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":85,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":85,"byte":[13,15,51,67],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":68,"c\u6709\u6807\u51c6\u7684abi":68,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":68,"case":[8,20,22,38,44,45,50,54,63,69,75,79,81,82,99,102,103,109,114,121,128],"char":40,"ci\u73af\u5883\u4f7f\u7528":85,"ci\u7f16\u8bd1wheel\u5b8c\u6210\u540e\u4f1a\u81ea\u52a8\u5c06docker\u955c\u50cfpush\u5230dockerhub":85,"class":[4,5,6,7,8,9,10,11,13,14,18,20,22,24,27,29,30,33,44,45,48,49,53,54,55,56,58,59,61,63,68,72,73,77,78,82,83,84,86,87,88,89,91,103,104,105,110,119],"compute\u51fd\u6570":64,"const":[33,38,40,53,55,61,62,76,77,79,83,86,88,89,90,91,102,103,104,105],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":69,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":69,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":69,"core\u6982\u5ff5":69,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":37,"default":[2,6,7,8,9,10,11,13,14,15,18,22,26,29,30,33,34,44,48,57,61,67,70,71,79,80,86,87,88,92,93,94,96,100,101,103,104,108,111,112,114,115,120,122,124,125,126,128],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":65,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":65,"dnn\u4e2d\u7684":65,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":65,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":65,"dnn\u4f1a\u7528\u5230":65,"dnn\u5171\u540c\u4f7f\u7528":65,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":65,"dnn\u5728\u53d1\u5e03":65,"dnn\u5b9e\u73b0":65,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":65,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":65,"dnn\u7684":65,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":65,"dnn\u7684\u6027\u80fd":65,"dnn\u7684\u60c5\u51b5\u4e0b":65,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":65,"dnn\u7684\u6d4b\u8bd5":65,"dnn\u7684\u73af\u5883\u4e0b":65,"dnn\u7684\u76f8\u5173\u529f\u80fd":65,"dnn\u7684\u7ed3\u679c":65,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":65,"dnn\u7684layer":65,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":65,"enum":[38,40,70,77,78,87,88,92,104],"export":[54,59,94,106,111],"final":[8,9,22,31,32,45,59,71,72,91,102,103],"float":[2,6,7,8,10,13,22,48,53,61,88,89,90,102,103,104,105,109,122],"function":[2,4,8,9,13,21,22,23,27,30,32,33,35,39,40,41,43,44,45,48,49,53,55,58,61,66,71,72,75,76,77,78,79,81,82,83,84,86,88,91,99,102,103,104,105,108,109,111,113,120,128],"golang\u53ef\u4ee5\u4f7f\u7528":68,"golang\u7684":68,"gpu\u7b49":85,"h\u5e76\u4e0d\u56f0\u96be":68,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":37,"import":[2,4,7,8,30,33,34,44,47,55,57,59,60,66,71,72,78,86,96,97,99,103,109,111,113,114,126],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":51,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":37,"instance\u5305\u6db5\u4e24\u4e2a\u503c":37,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":37,"int":[2,6,7,8,9,13,14,15,22,23,32,33,38,39,40,43,44,46,60,61,64,65,66,68,69,77,78,80,81,87,88,89,91,92,102,104,105,111,122],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":68,"layer\u65f6":65,"layer\u7684\u540e\u9762\u63a5\u6709cpu":65,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":85,"long":[1,8,9,13,109],"mkl\u5e93\u7684":64,"mklml\u4ee5\u53camkl":65,"mklml\u53ef\u4ee5\u4e0emkl":65,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":65,"mode\u4e0b\u7684\u7ed3\u679c":64,"model\u505a\u5206\u652f\u7ba1\u7406":85,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":37,"new":[2,8,13,22,31,32,33,34,35,38,39,40,41,42,45,48,53,54,63,64,66,70,72,75,80,81,82,84,88,91,97,100,101,107,114,115,128],"note\u7684\u4e66\u5199":85,"null":[59,102,120],"op\u7684\u4fe1\u606f":65,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":65,"org\u76ee\u524d\u9075\u5faa":85,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":64,"packed\u76f8\u5173\u529f\u80fd":64,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":68,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":68,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":68,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":68,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":69,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":68,"paddle\u7684c":69,"paddle\u8bad\u7ec3\u4efb\u52a1":37,"paddle\u8def\u5f84\u4e0b":69,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":68,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":69,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":68,"paddle_\u7c7b\u578b\u540d":69,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":69,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":65,"paddlepaddle\u4f7f\u7528git":85,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":85,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":37,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":85,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":85,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":85,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":65,"patch\u53f7":85,"patch\u53f7\u52a0\u4e00":85,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":51,"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":51,"pfsserver\u63d0\u4f9brest":51,"public":[14,18,22,33,53,56,61,77,83,86,88,89,91,102,103,104,105,111,114,115],"py\u4e2d":85,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":85,"pypi\u4e0d\u652f\u6301\u8986\u76d6\u4e0a\u4f20":85,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":37,"reader\u8f93\u51fa\u7684data":37,"resnet\u7684mkl":65,"return":[2,6,7,8,9,11,13,14,15,18,21,22,23,24,29,30,31,32,33,37,38,40,43,44,49,53,55,56,57,59,61,62,63,66,71,72,73,77,78,79,83,86,88,89,91,99,102,103,104,105,113,114],"rnn\u90e8\u5206\u4e2d":64,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":37,"server\u4e4b\u4e0a":36,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":36,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":36,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":36,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":36,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":36,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":36,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":36,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":36,"server\u751f\u6210\u4e00\u4e2auuid":36,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":36,"server\u7684\u6570\u636e\u5feb\u7167":36,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":36,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":36,"short":[8,9,53,57,80,86,91,103],"static":[29,40,69,86,88,114,125,128],"super":[80,102],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":68,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":68,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":68,"swig\u76f4\u63a5\u8bfb\u53d6c":68,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":68,"switch":[33,69,114],"tag\u4e3a":85,"tag\u53ef\u4ee5\u662flatest\u6216latest":85,"tag\u7684\u66f4\u65b0\u65f6\u95f4\u662f\u5426\u5728\u4e0a\u8ff0\u7f16\u8bd1wheel\u5305\u5b8c\u6210\u540e\u662f\u5426\u6700\u65b0":85,"throw":114,"true":[2,6,7,8,9,10,11,13,15,20,22,23,29,30,32,33,38,54,60,64,73,78,79,80,81,85,88,91,99,102,111,114,120,122],"try":[34,35,38,39,40,54,59,63,66,81,86,94,96,100,109,113,125],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":69,"var":[21,32,33,44,48,55,56,58,60,73,78,79,80,82,86,90,91,106],"void":[33,38,40,50,53,55,56,61,66,67,68,69,78,79,87,88,89,90,102,103,104,105],"wheel\u5305":85,"while":[1,2,6,8,13,22,33,42,54,59,62,63,72,75,76,81,84,86,89,99,103,105,120],AGE:[114,115],AWS:[13,37,111,117,118],Abs:22,And:[2,7,8,10,13,14,15,22,29,31,38,42,43,50,57,59,70,74,77,81,86,89,99,114,122],But:[2,8,9,13,22,31,56,62,70,77,86,96,101,111,128],EOS:8,For:[1,2,7,8,9,10,13,22,29,30,32,33,39,40,41,43,44,45,48,49,54,55,56,58,61,63,67,70,71,72,75,76,77,78,79,80,81,82,83,84,87,88,89,90,92,93,94,97,99,101,102,103,104,105,108,109,113,119,120,122,124,126,128],Has:2,IDE:[100,125],IDs:[14,22,42,72],IPs:111,IRs:45,Into:114,Its:[2,7,8,55,87,99,103,114],K8s:128,NMS:8,NOT:[22,80,103],Not:[30,35,63,96,128],ONE:2,OPs:[45,47,113],One:[7,9,22,29,31,42,67,70,86,90,99,102,120],Ops:[82,84,88,103],PFS:51,PRs:106,QoS:115,Such:[61,80,91],THE:2,TLS:[30,51,114],That:[8,13,74,94,120,122],The:[1,2,4,5,6,7,8,9,10,13,14,15,18,21,22,23,26,29,30,31,32,34,35,39,41,42,43,45,47,48,49,52,53,55,59,62,63,66,67,69,71,72,74,75,77,78,79,80,81,84,86,87,88,89,90,91,92,94,96,99,100,101,102,103,104,105,106,108,109,110,111,112,113,114,115,120,122,124],Their:[2,8,35],Then:[4,8,9,22,44,45,56,61,63,74,77,79,93,94,96,99,102,108,109,111,113,114,115,116],There:[7,8,14,22,29,30,33,34,35,40,42,43,45,52,53,54,59,63,70,71,72,75,76,77,80,84,86,87,89,103,109,114,124,125],These:[7,15,32,33,48,53,58,73,84,87,88,93,111,122],Use:[2,7,13,22,30,46,52,81,82,93,102,108,109,114,120,121,126],Used:[9,18,23,82,89],Useful:2,Uses:[63,125],Using:[22,35,54,75,81,82,84,86,95,100,105,115],VMs:100,VPS:114,WITH:126,Will:[13,29],With:[2,8,9,44,48,54,74,78,91],YES:43,Yes:[65,94,100],___fc_layer_0__:114,__align__:53,__cuda_align__:53,__device__:53,__doc__:88,__file__:43,__forceinline__:53,__fp16:53,__global__:53,__gradient_machines__:29,__hadd:53,__half:53,__half_raw:53,__impl__:88,__init__:[48,49,57,63,73,80,91,102,108],__main__:57,__metaclass__:103,__name__:57,__param_conf__:29,__rnn_step__:99,__tmp_params__:29,__va_args__:83,__x:53,_addup_repetitive_outputs_:32,_append_backward_ops_:[32,48],_append_backward_vars_:32,_binari:34,_create_global_var:80,_def:63,_dtype:59,_filer:66,_filter:66,_fwd:66,_fwd_pd:66,_input:66,_librari:34,_link:9,_live_in:63,_live_out:63,_loss:57,_op:[59,103],_output:66,_presucessor:63,_program:63,_proj:8,_remove_no_grad_branch_:32,_reorder_input:66,_source_language_embed:99,_src_input:66,_sucessor:63,_target_language_embed:99,_test:34,_update_op:49,_use:63,_value_index:59,a75:53,a_op:103,aaaaa:37,aaaaaaaaaaaaa:114,abbrevi:15,abc:8,abi:124,abil:57,abl:[8,30,32,45,61,73,77,80,128],about:[4,9,15,33,34,43,47,52,55,63,71,81,86,88,89,94,96,97,103,108,109,114,119,120,124,126],abov:[2,4,7,8,22,30,32,33,34,35,39,44,45,53,54,55,56,58,66,71,72,73,74,75,77,78,80,88,90,91,94,95,97,100,101,103,104,105,108,109,114,115,124,128],abs:[9,20,31,57],abs_numerical_grad:31,absolut:[1,94,124,126],acc:45,acceler:[8,36,65,74,75,94,122],accept:[2,4,6,8,13,22,30,82,124],access:[1,8,9,22,30,34,39,42,43,44,45,80,96,99,111],accessmod:114,accessor:80,accord:[1,2,7,8,15,22,31,32,40,45,47,58,72,82,91,103,111,119,120,122],accordingli:[4,7,8,102],account:[82,101,128],accrodingli:38,accumul:[35,40,49,74,75],accur:[31,42,77],accuraci:[7,18,49,102],achiev:[47,74,75,89,109],ack:120,acquir:54,across:[8,13,32,45,71],act1:59,act2:59,act:[8,9,22,23,33,45,59,72,80,91,97,99,110,113],act_output:88,act_typ:59,actgat:22,action:114,activ:[4,9,22,23,28,34,59,63,72,77,80,84,88,97,99,102,105,106,120],activi:9,actnod:22,actual:[2,8,22,38,48,54,57,59,66,70,75,88,89,90,105],actual_layout:66,adagrad:[24,75,87],adagradoptim:73,adam:[24,30,40,45,57],adamax:24,adapt:[7,10,29,77,90],add:[2,8,9,13,20,22,24,27,29,31,32,33,34,38,42,45,47,49,53,56,60,62,73,75,79,80,82,84,86,89,93,100,101,102,103,105,109,110,122,126],add_activ:80,add_bia:80,add_depend:34,add_execut:34,add_input:[71,102],add_memori:71,add_output:71,add_scalar:[33,72,78],add_sum:80,add_test:[34,102],add_two:[33,71],add_unittest_without_exec:102,addattr:[88,103],addbia:102,addcom:[88,103],added:[2,7,8,18,22,27,29,33,47,48,53,70,74,75,84,101,102,103,104],adding:[84,101],addinput:[88,103],addit:[8,9,32,74,77,82,84,91,103,105],addition:71,addmemori:66,addop:[56,105],addoutput:103,addprimit:66,addprimitivedesc:66,addr:35,address:[35,40,44,45,94,109,111,112,113,116,120,128],addrow:102,addtolay:8,addtyp:88,adjust:[32,48],admin:128,administr:[42,100,128],adopt:[53,57],advanc:[31,99,109,120],advantag:[31,53,54,75,81,111],adversari:[57,81],advic:109,affect:[8,33],affili:72,afford:39,afi:2,aforement:34,after:[8,9,14,15,22,32,33,34,39,40,42,45,46,47,48,50,52,53,63,66,74,76,77,80,93,94,99,101,102,103,104,105,108,111,112,114,115,120,122,124,125],aftern:77,again:[30,35,75,109],against:114,age:14,agg_level:8,aggreg:[49,74,114],ago:34,agre:2,aid:109,alex:22,alexnet_pass1:122,alexnet_pass2:122,algo:66,algorithm:[8,10,22,32,39,48,63,66,72,75,84,90,99],alia:[5,6,8,22],align:[8,9,13],all:[2,6,7,8,18,20,22,23,29,30,32,33,34,35,38,40,42,43,44,45,46,48,50,52,54,57,58,59,62,63,66,67,69,70,71,72,73,74,75,77,78,80,82,88,89,94,99,100,102,105,109,110,111,112,113,114,115,119,120,122,124,125,126,128],all_output_nam:32,alloc:[6,40,43,63,66,89,102,105,110,122],allow:[30,40,44,45,48,54,75,84,101,102,109,114,120],allow_only_one_model_on_one_gpu:[119,120,122],allreduc:74,almost:[22,100,112],along:[8,15,22,23],alpha:[22,34,84],alreadi:[22,34,35,54,66,80,86,94,109,112,114,120,126],alreali:119,also:[1,2,8,9,14,22,30,32,33,34,38,41,45,53,54,56,57,58,59,62,63,70,71,72,75,76,77,78,79,80,81,84,86,88,89,91,92,93,94,96,99,100,102,103,106,109,111,113,115,124,128],altern:[103,108],although:[32,74],altogeth:128,alwai:[4,8,9,22,29,34,67,87,114,120],amazon:[114,115],amazonaw:114,amazonec2fullaccess:114,amazonelasticfilesystemfullaccess:114,amazonroute53domainsfullaccess:114,amazonroute53fullaccess:114,amazons3fullaccess:114,amazonvpcfullaccess:114,ambigu:81,amd64:114,amd:70,amend:101,among:[22,114],amort:74,amount:[22,109],analys:77,analysi:[77,108,109],analyz:63,ancestor:[78,80],andd:114,andrew:63,android:[126,127],android_abi:124,android_api:124,android_arm_neon:124,android_native_api_level:124,android_standalone_toolchain:124,android_toolchain:124,ani:[1,2,8,9,13,22,24,30,34,35,40,42,43,44,45,50,53,54,61,63,67,72,74,75,80,81,83,84,90,93,100,103,105,109,113,114,116,126],annoi:112,announc:53,anoth:[2,8,13,29,30,32,33,43,54,55,66,72,80,86,88,89,90,100,114,120],anroid_arm_mod:124,ans:114,answer:[44,54,101,114],anymor:74,anyon:22,anyth:[13,72,81,114],anytim:57,anywai:[108,124],apach:[2,65],apart:22,api:[14,18,29,30,32,34,40,41,43,44,49,51,56,57,59,71,76,77,82,85,91,92,93,96,102,103,108,109,111,113,114,123,124,125,126,128],api_shar:34,api_test:34,api_trainer_config_helpers_lay:99,apiserv:114,apivers:[114,115],app:125,appar:32,appear:[44,54,58,89],appel:63,append:[2,22,29,32,48,49,72,80,81,99,101,102,111],append_backward:[24,32,73,108],append_batch_s:22,append_clip_op:48,append_gradient_machin:29,append_op:[48,62,80],append_oper:80,appl:125,appleyard:109,appli:[8,22,57,58,74,77,86,99,102],applic:[2,26,44,53,54,55,58,80,82,101,103,108,109,111,114,115,128],applyl1:38,appoint:103,appreci:101,approach:[8,45,46,47,74,75,76,84,124,126,128],approxim:[20,22,75],apt:[94,108],arang:22,arbitrari:[8,45,67,105],arch:124,architectur:[53,93,111,124,125],archiv:[14,68,69],area:57,arg:[2,7,9,26,32,59,73,88,103,119],arg_nam:8,argmax:22,argu:79,argument:[2,4,8,13,15,26,32,33,38,39,45,73,76,79,80,93,99,101,102,120,121],arithmet:53,arm64:[124,125],arm64_standalone_toolchain:124,arm:[53,124,125,126],arm_standalone_toolchain:124,armeabi:124,armv7:[53,125],armv8:53,arn:114,around:[2,8,42,63,80,114,128],arrai:[4,6,8,13,15,22,29,40,44,58,72,78,80,81,82,91,103],arrang:91,arrari:22,array_to_lod_tensor:63,arrow:57,articl:[55,58,100,111,113,115,126],artifact:[85,96,114],artifici:[20,63],arxiv:[9,20,22,57],as_row_vector:8,as_step_input:33,asap:104,asgd:75,ask:[32,35,42,100],assgin:63,assign:[7,8,23,32,39,44,46,48,53,55,74,105,111,113,114,120,128],assignmemt:63,associ:[76,83,105],assum:[7,8,22,33,45,66,94,99,113,122],assumpt:45,assur:1,ast:44,astyp:[81,103],asyc:35,async:[35,119],async_count:120,async_lagged_grad_discard_ratio:120,async_lagged_ratio_default:[119,120],async_lagged_ratio_min:[119,120],asynchron:[35,74,77,111,120],atom:46,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9,23],attn_scor:23,attr1:8,attr2:8,attr:[6,8,9,22,33,44,59,62,66,78,79,80,88,99,103],attr_map:88,attrdesc:78,attribu:66,attribut:[2,8,9,22,28,32,33,47,48,62,78,80,82,86,88,91,102,103],attributemap:103,attrproto:88,attrtyp:[78,88,103],attrvalu:88,auc:[49,119],aucvalidationlay:120,authent:114,author:[2,51,114],auto:[33,38,46,55,66,68,79,82,86,90,91,93,101,102,103,105,109],autom:[111,114],automat:[8,22,30,32,40,45,47,48,56,73,82,88,93,99,101,102,103,108,112,113,114,119,120,125],avail:[35,40,47,53,54,63,96,114,128],averag:[7,8,11,22,29,39,120],average_test_period:[119,120],avg:[109,113],avg_cost:[45,110,113],avg_loss_valu:113,avg_x:22,avgpool:8,avoid:[31,33,35,45,62,66,74,75,76,93,109],avx2:93,avx:[93,94],awai:54,await:115,awar:[30,44,49,55,71,80,100,108,114],awk:116,aws:51,aws_account_id:114,awsaccountid:114,awskeymanagementservicepowerus:114,axes:22,axi:[8,22],axis:8,aync:47,b363:115,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:115,ba5f:114,back:[2,8,22,29,32,35,45,53,57,75,94,103],background:[7,8,84,111],background_id:[7,8],backpropag:[31,32],backward:[5,8,9,27,31,33,38,40,48,57,64,65,73,75,76,79,83,84,99,102,110,120,122],backward_first:99,backward_op:31,backwardactiv:102,baidu:[54,115],bake:45,balanc:[47,74,114,120],bandwidth:[53,74],bare:[113,115,128],barrier:[111,120],barrierstatset:109,basci:59,base:[7,8,11,13,14,18,20,22,24,27,30,39,48,49,53,54,61,66,70,73,74,75,77,82,83,84,89,91,99,100,102,103,108,109,110,114,120,124,125],baseactiv:9,baseerrorclipattr:48,baseev:29,basematrix:102,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,29],bash:[93,94,100,111,114,115],basi:2,basic:[2,8,29,45,59,66,77,78,82,83,91,102],batch:[2,8,9,13,15,18,22,23,29,30,33,35,37,38,45,49,50,54,57,60,70,71,72,74,75,91,101,102,113,114,115,120],batch_id:[29,57],batch_im:57,batch_images_from_tar:15,batch_label:57,batch_norm:57,batch_norm_lay:9,batch_norm_typ:8,batch_read:[37,81],batch_siz:[2,13,45,57,64,72,113],batch_szi:57,batch_z:57,batchnorm:[22,57],batchsiz:[8,102],bazel:34,bbbbb:37,bbox:7,bcd:8,bcebo:14,bcm2708:126,bdist_wheel:85,beacus:59,beam:[8,99,120],beam_gen:[8,99],beam_search:[29,72,99],beam_siz:[8,72,99,119,120,122],becaus:[4,7,8,14,23,30,33,34,35,40,53,72,76,80,81,84,86,87,90,91,92,99,100,102,105,108,114,122,124],becom:[46,47,86,89,109],been:[2,8,9,22,32,34,39,54,100,101],befor:[4,8,9,22,32,35,42,48,52,55,58,70,75,76,77,81,84,93,94,101,103,104,108,114,124,125,128],begin:[4,7,8,18,22,32,38,40,49,52,58,72,74,102,111],beginiter:[29,30],beginn:99,beginpass:[29,30],begintrain:30,behavior:[22,109],behind:[54,91,113],being:[22,32,42,48,54,79,81,105,108],belong:[7,8,45,86],below:[2,22,33,35,40,45,47,53,54,67,76,81,84,91,92,93,96,99,102,109,111,114,124,125],benchmark:67,benefit:[9,42,43,72],bengio:20,besid:[1,8,14,45,63,70,74,96],best:[34,66,94,100,120],besteffort:115,beta1:[10,24],beta2:[10,24],beta:[22,57],better:[9,34,54,63,66,72,90,114,125,128],between:[7,8,15,22,29,32,34,35,40,45,47,53,54,66,69,74,76,83,86,94,103,105,114],bgr:15,bi_gru:9,bi_lstm:9,bia:[8,9,22,72,80,99,102],bias:[8,22,102],bias_attr:[8,9,22,80,99],bias_initi:22,bias_param_attr:9,biases_:102,biasparameter_:102,biassiz:102,bidi:115,bidirect:[8,9,99],big:[44,47,63,109,128],bigger:[22,35],bilinear:8,bilinear_interpol:8,bilinearfwdbwd:109,bin:[94,111,114,115],binari:[2,7,8,13,22,34,43,45,53,55,57,67,93,95,96,100,108,109,114],bind:[44,53,56,86,89],bioinf:22,bit:53,bitcod:125,bla:[94,125],black:[57,125],blank:[8,22,114,125],block0:63,block1:63,block2:63,block:[8,32,36,38,40,44,45,46,47,48,49,50,54,61,63,70,71,73,89,92,102,103,105,109,120],block_i:8,block_id:[44,50],block_x:8,blockdesc:[33,58,80,82],blockdescbind:61,blockingcount:46,blueprint:72,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,82,99,106,110],bool:[2,6,7,8,9,10,11,13,15,22,29,33,53,60,62,64,65,66,79,80,87,88,91,92,102,104,120,122],boost:[70,89,104],boot:[8,99,128],boot_bia:8,boot_bias_active_typ:8,boot_lay:99,boot_stat:91,boot_with_const_id:8,bootstrapp:128,borrow:[57,91],bos_id:[8,99],both:[5,6,8,9,15,22,30,33,34,35,42,45,47,53,54,57,61,63,70,72,74,77,79,87,89,99,102,103,105,106,109,111,113,114,125],bottl:74,bottleneck:[77,109],bottom:29,bound:[8,22,63],boundari:45,boundri:7,box:[8,57,109],brace:[33,58],brain:42,branch:[8,22,30,33,34,45,54,60,78,85,96,101,103,106],breadth:120,break_if:91,brief:[34,40,53,89,105],briefli:109,bring:[54,63,105],broadcast:[22,35,74,82,128],broken:101,browser:[94,106,108,114],bsd:[74,100],bucket_nam:114,buddy_alloc:101,buf:38,buf_siz:[13,45,113],buffer:[2,13,38,66,67,75,81,86,110,120],buffer_s:13,buffered_read:81,bufsiz:13,bug:[101,114],build:[8,14,34,43,45,58,59,63,65,75,84,85,88,94,96,97,101,103,108,111,113,114,117,118,120,127],build_android:124,build_dict:14,build_model:57,builder:101,buildtool:85,built:[34,44,45,53,55,63,70,74,88,91,93,96,100,108,124,126,128],bunch:[67,109,111],button:[101,106,114],c11:68,c703c041:101,c99:69,c99e:114,cach:[53,93],cache_pass_in_mem:2,cachetyp:2,cacul:[9,49,111],caff:[33,54],caffe2:[33,44,54],calc_batch_s:2,calcul:[2,7,8,9,18,22,31,32,35,40,46,49,53,63,94,99,102,109,111,120,122],calcut:63,calendar:77,call:[2,7,8,9,13,22,29,30,31,32,33,38,39,40,41,43,44,45,48,55,57,58,63,71,72,73,77,80,82,83,86,88,89,91,97,99,100,102,103,104,105,108,109,111,113,114,120],callabl:[2,6,8,13,14],callback:[48,102],caller:[31,108,114],can:[1,2,4,6,7,8,9,13,14,15,22,23,26,29,30,31,32,33,34,35,38,39,42,43,44,45,47,48,50,53,54,55,56,57,58,59,61,62,63,66,70,71,72,73,74,75,77,78,79,80,81,82,83,84,88,89,90,91,92,93,94,95,96,97,99,100,101,102,103,104,105,106,108,109,111,112,113,114,115,116,119,120,122,124,125,126,128],can_over_batch_s:2,cancel:42,candid:[8,22,72],candidate_activ:22,cannot:[82,86,90,91,102,103],cantain:59,capabl:[53,76,82],capac:[84,114],capi:[68,93],capi_prvi:69,caption:72,captur:[8,112],card:[74,111,113],care:[9,43,63,81,89,94,119,120,128],carefulli:120,caret:29,carpedm20:57,carri:22,cast:[53,90],cast_to_op_attr:88,cat:[13,15,94,116],categor:103,categori:[8,14,35],categorig:14,categoryfil:115,caus:[35,52,96,103],caution:[114,115],cbla:64,cc_:34,cc_binari:34,cc_test:34,cclient:41,cde:8,cdn:14,cduadevicecontext:[70,89],ceil:8,ceil_mod:8,cell:[8,9,22],cell_activ:22,cell_t_prev:22,cell_valu:22,center:[2,15],center_crop:15,cento:[93,96,97,128],central:[84,113],ceph:[13,37,115],cephf:[37,43,51],certain:[1,22,62,70,73,77,86,89,104,119],certif:[30,51,114],cffi:68,cfg:[63,115],cgo:68,chain:[13,32,58,102],challeng:[8,35,54,60,89],chanc:[30,53,102],chang:[8,14,34,39,43,45,54,66,76,78,81,83,85,86,93,99,101,102,103,105,109,111,113,114,120,124],changes:66,channel:[8,9,15,22,44,109],channel_shar:8,chapter:[71,72,113],chapter_data:71,chapter_out:71,characterist:122,check:[2,13,21,32,33,34,48,66,79,82,93,96,101,103,106,111,114,120,122],check_align:13,check_attr:88,check_eq:102,check_fail_continu:2,check_grad:[31,103],check_l:102,check_output:103,check_sparse_distribution_batch:[119,120],check_sparse_distribution_in_pserv:[119,120],check_sparse_distribution_ratio:[119,120],check_sparse_distribution_unbalance_degre:[119,120],check_styl:101,checker:82,checkgrad:120,checkgrad_ep:120,checkmark:128,checkout:101,checkpoint:[47,79],checksum:51,child:33,china:94,chines:106,chip:54,chmod:114,choic:[22,34,54,94],choos:[22,62,93,94,95,100,104,120,124],chosen:[1,57,70],chunk:[39,51],chunk_schem:7,chunktyp:7,chw:15,circl:58,circumst:89,claim:114,claimnam:114,clang:[53,68,101,124],clarifi:[7,22],clariti:72,classdim:22,classic:[8,63],classif:[2,4,8,20,22,58,122],classifi:[8,57],classification_error_evalu:7,classification_evalu:7,claster:114,clean:[4,33,34,50,76,82,93,100,101],clear:[7,34,72,76,86,90,126],clearer:[76,80],clearli:86,cli:114,click:[96,101,106,108,109,114],client:[38,41,82],clip:[6,9,120],clip_op:48,clip_op_desc:48,clock:8,clone:[8,93,100,101,106,108,124,126],close:[2,81,101],cloud:[34,35,43,51,52,82,128],cloud_read:13,cludform:114,cluster:[13,29,30,33,35,40,45,115,119,120],cluster_test_fil:111,cluster_train:112,cluster_train_fil:111,cluster_train_v2:[112,116],cm469:114,cmake:[69,93,100,101,102,103,106,108,109,124,125],cmake_build_typ:[108,124,125,126],cmake_c:125,cmake_install_prefix:124,cmake_system_nam:[124,125,126],cmakelist:[34,64,65,102],cmatrix:[68,69],cmd:115,cname:114,cnn:[8,22,115],coars:56,code:[2,4,8,13,30,32,34,42,45,47,50,53,56,57,58,62,67,70,73,75,76,77,79,81,82,83,84,88,91,93,94,96,97,99,100,102,103,104,105,106,107,109,111,113,114,115],codebas:[82,101],coeff:8,collabor:35,collect:[8,14,29,77],collectbia:102,color:15,colour:14,column:[7,8,22,58,81,102,108],column_evalu:7,com:[8,9,14,34,57,85,93,100,101,106,108,110,114,115,124,126,128],combin:[7,8,9,13,24,29,63,73,82,86],come:[45,49,63,78,91],comma:[26,29,40,113,120],command:[1,4,13,26,34,38,43,52,93,94,96,97,100,101,102,103,106,107,108,109,112,113,114,115,116,117,118,124,125,126],commandlin:109,comment:[22,34,59,88,101,103],commit:[34,101],common:[15,20,24,27,37,84,89,99,102,119],commonli:[52,84,99,108,109,122,126],commun:[35,40,41,45,47,74,101,102,111,113,114],compani:54,compar:[31,34,44,82,100,102,103],comparison:[34,54,104],compat:[2,23,53,56,74],compil:[8,34,45,54,59,61,63,70,74,83,87,88,92,100,102,106,111],complaint:34,complet:[4,8,9,14,22,24,29,32,33,35,39,40,48,51,58,67,70,82,95,102,103,105,108,113,114,115,128],complex:[1,2,9,42,63,72,82,99,109],complianc:2,complic:[8,45,56,81,90,91],compon:[45,59,91,92,102,104],compos:[13,23,30,56,59,71,80,82],composenotalign:13,composit:56,compress:39,compris:32,compromis:100,comput:[8,9,22,23,26,30,31,35,45,47,50,53,54,55,59,63,67,70,73,74,75,77,83,86,89,90,92,94,99,100,101,102,103,104,108,109,110,111,113,114,122,124,125,126],computation:[8,99],computationgraph:59,con:74,concat:[57,99],concaten:[8,9,22,57,71,91],concentr:82,concept:[2,7,30,44,54,56,57,59,66,71,72,75,76,78,86,91,92,99],conceptu:[50,54,57,59],concern:[30,49,125],concis:[57,91],conckerneltrac:26,conclud:103,concret:[82,89,103],concurr:[35,42,47,77,111],concurrentremoteparameterupdat:120,cond:[22,33,54,60,78],condit:[2,8,22,39,45,54,60,66,99,115],condtion:57,conduct:109,conf:[4,8,112],conf_paddle_gradient_num:114,conf_paddle_n:114,conf_paddle_port:114,conf_paddle_ports_num:114,conf_paddle_ports_num_spars:114,confer:20,confid:8,confidence_threshold:8,config:[2,6,8,26,37,52,72,102,113,114,115,119,120,128],config_:[38,120],config_arg:[119,120,122],config_bas:[7,8,29],config_lay:102,config_len:40,config_pars:[4,64,65,102],config_proto:40,configur:[0,1,2,4,8,22,29,32,38,40,42,43,45,47,54,59,62,80,89,90,97,98,100,101,102,103,105,109,111,120,124,126,128],confirm:52,conflict:[86,101],confus:[15,57,62],congest:120,conll:14,connect:[1,9,22,43,44,45,47,102,111,113,114,115,128],connectionist:[8,22],consequ:[8,9],consid:[7,8,20,32,79,89,100,109,122,128],consider:[2,8,9,70],consist:[7,8,14,15,22,39,55,67,78,81,82,83,88,92,103],consol:[109,114],consolid:[33,106],constant:[8,20,22,59,61,62,70,102,103],constantiniti:22,constraint:86,construct:[2,4,7,22,30,50,59,63,71,80,82,86,88,99,104],constructbackwardgraph:58,constructoptimizationgraph:58,constructor:[22,48,53,77,80,82,86,88,102,103],consum:[35,108],consumpt:63,contact:42,contain:[2,7,8,9,11,13,14,15,22,23,29,30,32,33,39,50,57,59,66,67,70,76,77,80,82,83,86,87,88,91,92,95,96,99,100,103,111,114,116,125],container:111,containerport:114,content:[40,52,67,72,106,115],content_dir:106,content_len:40,context:[8,9,14,48,66,86,87,89,99,103,105,110],context_attr:9,context_len:[8,9],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9],contin:114,continu:[2,7,32,35,67,111,120,124],contrast:8,contrib:84,contribut:[84,100,107],contributor:82,control:[6,33,44,114,115,120,128],controlflowgraph:63,conv2d:[57,104],conv:[9,57,66,90],conv_act:[9,23],conv_batchnorm_drop_r:[9,23],conv_bias_attr:9,conv_filter_s:[9,23],conv_fwd:66,conv_layer_attr:9,conv_num_filt:[9,23],conv_op:8,conv_pad:[9,23],conv_param_attr:9,conv_pool_2:45,conv_strid:9,conv_with_batchnorm:[9,23],conveni:[30,32,59,73,88],convent:[22,32,40,101,103],converg:112,convers:[53,54],convert:[2,4,14,22,37,45,46,47,53,54,55,66,81,83,113],convlay:8,convlution2d:22,convolut:[8,9,13,22,23,57,70,80,89],convolution2d:22,convolution_algorithm_opt:66,convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,101],coordin:[35,40],copi:[2,29,30,39,42,52,58,71,72,74,75,91,93,101,111,114,116],copy_from:48,copyright:2,copyvariablewithtensor:90,core:[2,6,18,22,32,59,62,69,75,76,91,100,110,120],coreo:[114,128],corespond:22,corner:82,corpu:14,correct:[2,8,22,31,32,53,74,102,103,104,114],correctli:[7,13,32,53,57,102],corresond:53,correspend:22,correspoind:30,correspond:[2,4,8,22,23,27,30,32,33,34,48,53,59,60,66,70,71,72,80,82,83,84,88,89,102,103,104,105,108,125],correspondingli:125,corss_entropi:30,cortex:53,cos:[8,88],cosin:[8,22,88],cosineop:88,cosineopproto:88,cosineopprotomak:88,cost:[4,22,29,30,32,45,58,73,74,78,79,90,110,113,120],cost_id:8,cost_np:79,could:[2,4,8,13,29,30,31,39,44,45,46,47,53,54,55,71,73,75,76,78,80,81,83,100,104,108,109,112,114,124],count:[7,35,43,49,79,81,109,111,113,115,120,122],counter:[26,35,39,46,58],cours:[7,43,70,100],covari:8,cover:[54,105],cp27:96,cp27m:[85,96],cp27mu:[85,96],cpp:[31,38,56,64,65,68,69,76,82,92,102,104,109],cprofil:108,cprofilev:108,cpu:[1,2,6,8,31,43,53,62,70,75,76,77,82,84,85,89,90,93,94,100,103,104,105,108,109,110,115,120],cpu_avx_mkl:[94,96],cpu_avx_openbla:[96,97],cpu_kernel:62,cpu_ns_:77,cpu_per_pserv:45,cpu_per_train:45,cpudevicecontext:[70,89,103,104],cpuelapsedu:77,cpuengin:65,cpuinfo:94,cpuplac:[45,62,66,70,89,90,103,104,105,110,113],cpusparsematrix:69,crash:[35,109,112,120],creat:[4,6,13,18,22,29,30,31,33,35,40,44,46,48,49,50,51,52,53,54,56,57,58,66,70,71,73,74,75,76,80,83,84,94,97,100,101,102,103,106,111,113,116,120,124,128],create_backward_pass:73,create_bias_paramet:102,create_block:80,create_doc_str:88,create_input_paramet:102,create_local_scop:50,create_oper:56,create_optimization_pass:[24,73],create_paramet:80,create_python_ops_creatation_funct:88,create_rnn:33,create_rnn_op:71,create_st:18,create_tmp_var:80,create_tmp_vari:80,create_var:80,create_whileloop:91,createfromconfigproto:4,creategradientoper:83,creatememori:66,createop:88,createoper:33,createprimitivedesc:66,createstack:114,createvari:33,creation:[56,114],creationd:114,creator:[13,14,37,82,83],creator_:83,credenti:52,crf:[89,90],critic:[57,108],crlf:101,crop:[15,89],crop_grad:89,crop_siz:15,crope:15,cropgradkernel:89,cropkernel:89,cross:[8,22,80,103],cross_compil:126,cross_entropi:[8,30,45,57,63,90],cross_entropy_with_selfnorm:8,crt:51,csc:102,csr:102,csv:26,ctc:[7,22],ctc_evalu:7,ctest:[93,100,103],ctor:80,ctrl:[100,112],ctx:[66,90,103,105],cubla:[70,104],cublas_handle_:89,cublashandle_t:89,cuda7:[96,97],cuda8:[93,94,96],cuda:[26,34,55,70,77,82,89,94,96,100,103,104,109,111,113,120],cuda_context:55,cuda_dir:[119,120],cuda_fp16:53,cuda_profil:26,cuda_so:94,cudaconfigurecal:109,cudadevicecontext:[55,70,89,103],cudadevicegetattribut:109,cudaelapsedu:77,cudaevent_t:77,cudaeventcr:109,cudaeventcreatewithflag:109,cudafre:109,cudagetdevic:109,cudagetdevicecount:109,cudagetdeviceproperti:109,cudagetlasterror:109,cudahostalloc:109,cudalaunch:109,cudamalloc:109,cudamemcpi:109,cudaplac:[70,89,90,104],cudaprofilerstart:109,cudaprofilerstop:109,cudaruntimegetvers:109,cudasetdevic:109,cudasetupargu:109,cudastream_t:89,cudastreamcr:109,cudastreamcreatewithflag:109,cudastreamsynchron:109,cudeviceget:109,cudevicegetattribut:109,cudevicegetcount:109,cudevicegetnam:109,cudevicetotalmem:109,cudnn:[8,11,22,34,62,66,70,89,90,104,120],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[119,120],cudnn_convt:8,cudnn_dir:[119,120],cudnn_kernel:62,cudnnavginclpadpool:8,cudnnavgpool:8,cudnnconvopkernel:104,cudnnv5:93,cudrivergetvers:109,cuinit:109,cumtim:108,cumul:8,cur_mem:72,curl:114,curli:[33,58],current:[2,8,22,32,33,34,35,38,40,44,47,49,54,62,70,71,72,75,76,77,80,86,90,91,94,96,99,100,102,106,112,113,114,120,125],current_block:[78,80],current_endpoint:113,current_oper:78,current_word:99,curv:30,custom:[1,2,24,30,43,53,57,72,75,82,102,114],custom_batch_read:81,cut:[13,91],cut_lin:13,cutoff:14,cv2:15,cxx:125,cxx_compil:[124,125,126],cxx_flag:125,cxxabi_1:96,cycl:35,cyclic:8,cython:68,d3e0:114,d_b0:57,d_b1:57,d_b2:57,d_block:57,d_f:57,d_g:57,d_h0:57,d_h0_bn:57,d_h0_relu:57,d_h1:57,d_h1_bn:57,d_h1_relu:57,d_h2:57,d_loss:57,d_loss_fak:57,d_loss_real:57,d_optim:57,d_step:57,d_t:57,d_w0:57,d_w1:57,d_w2:57,daili:101,dalla:2,dandroid_abi:124,dandroid_arm_mod:124,dandroid_arm_neon:124,dandroid_standalone_toolchain:124,danger:2,dangl:100,darwin:114,dash:57,dat:37,data:[0,1,2,4,7,14,15,18,23,29,30,31,33,37,38,39,47,49,51,53,54,57,58,59,61,62,63,66,67,70,71,72,73,74,75,76,78,80,82,84,86,87,88,89,91,92,97,99,102,103,105,109,110,111,113,116,117,119,120,122],data_fil:15,data_i:57,data_lay:[2,38],data_layout:22,data_layout_:90,data_read:[13,81],data_reader_creator_random_imag:81,data_shar:91,data_typ:[13,14,67,87,90,92,97,99,104],data_type_:[62,70,90],data_x:57,databas:14,datacent:[37,52],datacenter1:37,datacenter2:37,datacenter_1:37,datacenter_2:37,datacenter_nam:37,datadim:8,datafeed:[16,110,113],dataflow:59,dataflow_analysi:63,datalayout:90,dataparallel:45,dataprovid:1,dataproviderconvert:4,datasci:8,dataset:[0,2,22,37,43,45,75,81,97,99,108,113,120],dataset_nam:15,datatransform:90,datatyp:[14,18,22,62,66,87,90,92],date:111,dcgan:57,dcmake_install_prefix:[124,125,126],dcmake_system_nam:[124,125,126],dcuda_arch_nam:93,dcudnn_root:93,ddim:[70,89,105],dead:35,deal:[32,128],debug:[2,31,32,45,52,54,80,94,101,108],debug_str:59,decai:[10,24,27],decar:13,decayr:38,decent:39,decid:[30,42,57,67,75,83,84,87],declar:[22,33,57,71],decod:[8,9,22,99],decoder_boot:99,decoder_dim:72,decoder_group_nam:99,decoder_input:[72,99],decoder_mem:[72,99],decoder_prev:9,decoder_s:99,decoder_st:[9,99],deconv:[8,57],deconvolut:[8,22],decor:[2,13,102],decrement:46,decrementcount:46,decrypt:114,deduc:82,deep:[8,20,22,32,42,50,57,58,63,65,77,82,84,89,94,109,113,125],deeper:[55,94],deepspeech2:64,def:[2,8,13,30,31,32,37,43,48,49,56,57,59,62,63,71,72,73,80,81,88,91,99,102,103],def_block:57,defalut:[22,120,122],default_block:57,default_devic:122,default_main_program:[18,110,113],default_param_attr:80,default_st:91,default_startup_program:[18,110,113],default_valu:122,defaultdict:63,defaultinfervartyp:61,defect:76,defer:42,defferenct:2,defin:[1,2,8,9,13,20,24,27,29,30,32,33,34,35,42,44,46,47,48,53,54,55,56,57,59,62,63,70,71,74,78,80,81,82,86,88,89,91,99,102,105,108,110,111,112,113,120],define_py_data_sources2:2,definit:[2,32,33,35,39,45,50,55,62,78,83,88,91,94,103,108,110],definiton:56,degener:22,degre:8,deivc:104,delai:[75,89,105,120],delet:[22,43,51,101],deletestack:114,delimit:7,deliv:128,delta:[8,31],delv:[8,20],demand:[35,89],demo:[8,14,82,112,115,117],demolish:115,demonstr:[99,105],denot:[22,103,122],dens:[2,8,13,40,41,87,102,114],dense_arrai:13,dense_vector:[2,4,13,97],dense_vector_sequ:13,dep:34,depend:[22,33,34,35,43,45,47,59,74,79,87,94,100,103,111,122,124,125,126,128],dependent_var:79,deploi:[8,112,122,128],deploy:[59,67,82,111,112,114,125,128],deprec:8,depth:[33,54],dequeu:47,deriv:[5,30,45,48,60,73,124],desc:[33,48,66,67,80,88,91],desc_:33,descend:[22,91],descent:[8,35,75,111],descproto:67,describ:[30,32,33,34,39,44,45,50,55,62,66,67,71,72,76,78,80,82,87,88,90,92,102,103,104,105,114,115],describestack:114,describestackev:114,describestackresourc:114,descripotor:66,descript:[4,7,33,34,61,65,67,70,83,87,90,92,93,96,101,103,111,114,121],descriptor:[66,90],deseri:[29,67,76],deserializ:82,desgin:58,design:[2,8,13,20,32,38,62,63,68,75,77,84,103,128],desir:[13,35,45,75,114,115],destin:[40,52],destroi:[33,50],destruct:86,destructor:[77,102],det_output:7,detail:[2,4,6,7,8,9,10,22,31,32,39,43,45,47,52,54,57,59,63,66,67,70,71,77,80,84,86,89,90,91,92,93,97,99,100,102,103,104,105,106,108,109,112,113,114,115,121,122,126,128],detect:[61,93,101,124],detection_evalu:7,detection_output:7,determin:[2,8,13,22,33,45,63,70,82,102],dev:[82,94,100,108,124,128],dev_ctx:[33,66,77],devel:85,develop:[32,34,54,61,76,77,80,83,85,94,96,101,105,106,108,110,111,119,120,125,126],deverlop:120,deviat:[6,20],devic:[6,44,45,49,53,59,65,66,70,74,76,77,82,90,94,103,105,110,120,125],device_:77,device_context:[66,103],devicecontext:[33,70,77,103,104],deviceid:[65,122],deviceid_:65,deviceplac:89,devid:[8,120],devtools2:93,dhcp:128,diagnos:112,diagon:22,diagram:[71,111],diamond:57,dic:15,dict:[2,7,14,29,32,80,111,116],dict_fil:7,dict_siz:[14,22,38,72],dictionari:[2,7,8,14,29,30,31,80,122],did:[2,76,94],diff_mat:31,differ:[2,7,8,22,23,29,32,33,34,35,40,42,45,46,47,48,49,50,53,54,57,59,60,63,66,70,72,74,75,77,79,83,86,90,91,92,94,99,102,103,104,105,108,112,114,115,120,125],differenti:56,difficult:[7,31,54,100],difficulti:20,dig:[94,109,114],digit:[2,8,111],digraph:59,dilat:[8,22,66],dilation_h:22,dilation_i:8,dilation_w:22,dim0:103,dim1:103,dim:[8,13,22,23,38,66,67,71,82,87,89,92,102,103,105],dim_:[89,105],dimens:[5,8,9,11,13,22,23,57,82,87,89,91,102,103,105,122],dimension:[2,8,22,99,102,105],dimes:8,dios_arch:125,dios_enable_bitcod:125,dios_platform:125,dios_use_veclib_for_bla:125,dir:124,direct:[8,9,15,54,63,75,108],directli:[1,2,9,20,24,27,34,41,43,45,53,62,76,88,90,91,93,95,112,115,124],director:103,directori:[1,8,34,37,42,51,52,89,93,94,100,105,106,109,111,112,115,116,120,124,125,126],disabl:[2,22,77],disadvantag:[75,80],discard:[13,35,39,72,120],discount:8,discov:35,discoveri:114,discrep:109,discret:8,discrim:57,discuss:[30,33,39,40,41,45,66],disk:[67,100,115],dispatch:[45,76,111,112,120],displai:[43,52,101],dist:[85,93],dist_train:[30,43],distanc:[7,8],distinguish:[34,112],distribut:[2,8,20,33,39,40,41,42,44,49,55,74,82,92,96,107,112,115,117,118,128],distribute_test:[119,120],distributedli:[45,102],distributetranspil:113,disucss:30,div:22,divid:[8,10,22,32,49,88,92,108,119],divisor:22,diy_beam_search_prob_so:[119,120],django:106,dnn:[66,93],dns:114,do_forward_backward:81,doc:[4,13,59,71,91,103,105,106,111],doc_cn:106,dockefil:100,docker:[85,93,95,101,106,111,114,117,118,128],docker_build:30,docker_clust:[112,116],docker_push:30,dockerfil:[100,124,126],dockerhub:94,document:[2,4,8,9,31,45,51,58,71,72,77,82,93,100,101,103,104,105,107,111,113,122,125],documentari:2,doe:[2,4,9,35,39,40,42,43,44,45,47,50,53,59,63,71,76,80,82,83,84,96,100,102,103,105,109,110,113],doesn:[6,8,13,30,33,44,81,94,100,101,108,109,115,124,125],doing:[38,42,45,58,109],domain:114,don:[9,30,34,56,58,63,81,93,94,100,101,103,106,114],done:[7,8,9,32,34,35,39,40,45,46,61,63,67,75,83,84,101,108,109,114],dot:[8,9,23,103,120],dot_period:[120,122],dotmuloper:8,dotmulproject:8,doubl:[2,22,45,53,58,77,90,93,103,104,120],down:109,download:[14,34,35,38,42,51,93,94,96,111,125,128],dozen:34,draw:72,drive:86,driver:[94,111,113],drop:[2,8,9,72],drop_rat:6,dropout:[6,9,102],dropout_prob:22,dropout_r:8,drpi_arm_neon:126,drpi_toolchain:126,drwxr:115,dst:[40,66],dst_primitive_desc:66,dtoh:109,dtype:[4,18,22,45,59,80,110,113],due:[39,42,57,63,72,80,108],dummi:[29,39],dump:67,duplic:[22,47],durat:[39,109],dure:[1,2,8,9,27,32,33,35,39,42,43,49,54,63,74,75,77,80,82,92,102,103,114,119,120,128],durn:2,duse_eigen_for_bla:124,dwith_c_api:[69,124,125,126],dwith_gpu:[93,126],dwith_profil:109,dwith_python:[69,126],dwith_swig_pi:[69,124,125,126],dwith_test:[93,103,125],dwith_tim:109,dynam:[1,2,22,40,69,71,80,81,93,109,120],dynamic_cast:102,dynamic_recurrent_op:91,e2e:128,each:[1,2,4,7,8,9,11,13,14,18,22,23,29,31,32,34,35,38,39,40,42,43,44,45,48,49,50,55,58,61,63,66,70,71,72,74,76,77,79,80,81,82,83,86,87,88,89,90,91,92,99,102,104,108,111,112,113,114,120,122,128],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:54,earli:[53,55,101,103],eas:[13,61,103],easi:[31,32,72,75,81,82,84,101,102,112],easier:[30,47,53,54,81,91,100,101,102],easili:[30,57,74,77,81,83,86,89],echo:94,edg:[15,63],edit:[7,94,100,114],editor:[80,100],edu:[14,114,115],eeoi3ezpr86c:114,effect:[2,8,29,93,114,120,125],effici:[1,2,8,45,67,81,89,99,100,102],effort:45,efg:8,efs:114,efs_dns_nam:114,efsvol:114,egd:63,eigen:[53,70,75,82,84,89,103,124,125],eigen_device_:89,eigen_test:105,eigen_use_gpu:103,eigenmatrix:105,eigenscalar:105,eigentensor:105,eigenvector:105,either:[2,8,9,13,22,29,30,45,57,60,61,71,75,84,95,109,125],elb:114,elbapis:114,electr:63,electron:115,elem_dim:8,elememt:8,element:[2,4,7,8,9,13,15,22,29,31,39,47,59,72,82,103,105],element_typ:[40,104],elementari:82,elementwis:[22,23],elif:[30,88],els:[30,38,43,45,47,48,54,57,60,61,62,63,86,88,93,94,100,102,103],elsewher:77,emac:100,email:101,emailweixu:34,emb1:38,emb2:38,emb:115,embed:[30,33,38,47,61,72,87,91,99,111],embedding_lay:38,embedding_nam:[8,99],embedding_s:[8,99],emphas:109,empir:8,emplace_back:102,emploi:[32,48,88,99],empti:[7,13,32,35,72,103],emul:53,enabl:[2,6,8,22,33,34,39,44,47,48,59,77,100,101,109,111,114,120,125],enable_grad_shar:[119,120],enable_parallel_vector:120,enableonstart:26,enc_proj:[9,99],enc_seq:9,enc_vec:99,encapsul:40,encod:[9,39,72,99],encoded_proj:[9,99],encoded_sequ:[9,99],encoded_vector:99,encoder_ctx:72,encoder_ctx_expand:72,encoder_ctx_proj:72,encoder_dim:72,encoder_last:8,encoder_out_seq:72,encoder_s:99,encount:38,encourag:[45,50],encrypt:114,encrypt_decrypt:114,end2end:128,end:[2,7,8,22,29,32,33,45,48,55,59,63,72,76,77,81,86,96,99,100,101,120],end_pass:30,end_po:8,endforwardbackward:29,endian:67,endif:[70,77],enditer:[29,30],endpass:[29,30],endpoint:[13,37,114],endtrain:30,enforc:125,engin:[43,65,66,109],english:[2,8,106],enjoi:94,enough:[32,33,62,63,70,100],enqueu:47,ensembl:9,ensur:[2,35,66,74,86,94,96,100,102,125],enter:[33,50],enterpris:82,entir:[8,9,40,42,103],entiti:[7,33,86],entranc:50,entri:[13,22,39,43,61,100,101,102,114,124],entropi:[8,22,80],entry_point:43,enueu:47,enumer:[5,70],env:[106,108,114],environ:[30,45,93,96,100,101,108,109,111,114,115,119,120,125],environmenterror:111,eos_id:[8,99],epoch:57,epsilon:[8,10,22,24],equal:[8,9,22,23,35,91,103,104,120],equat:[7,8,9,10,22,63,103],equip:99,equival:[30,33,44,48,54,60,88,128],error:[6,7,8,9,22,30,31,39,52,53,54,66,86,102,103,112,114,120],error_clip:48,error_clip_callback:48,error_clipping_threshold:6,errorclipbyvalu:48,especi:[2,8,9,65,100],essenc:[30,32],essenti:[8,30,50,53,105],establish:44,estim:[8,30,47,75],eta:115,etc:[7,13,22,33,45,49,66,74,75,81,86,93,104,111,114,119,122,128],etcd:[13,29,35,39,40,42],etcd_addr:40,etcd_endpoint:13,eth0:114,euclidean:8,eval:[7,18,33,49,57,82],eval_program:[18,49],eval_result:49,evalu:[1,8,16,28,29,42,59,79,109,110],evaluate_difficult:7,even:[30,53,74,80,81,100,101,109,120,125],evenli:[40,114],event:115,event_:77,event_block:77,event_handl:[29,30],eventkind:77,eventlist:77,eventu:[45,91],everi:[1,2,7,8,9,13,18,30,35,39,40,42,48,49,58,59,61,63,66,70,71,74,80,86,88,90,99,101,102,103,105,110,111,116,120],everyon:101,everyth:[45,47,57,124],everywher:100,evid:76,evolv:54,exactli:[2,8,9,114],exampl:[1,2,7,8,9,13,14,15,22,23,29,33,43,45,47,49,52,54,55,56,57,58,59,61,63,66,70,71,72,76,77,78,80,81,82,83,84,87,89,90,91,99,100,101,102,103,104,105,108,109,110,111,113,114,115,119,120,122,126],example_read:13,exceed:8,except:[2,8,14,42,44,54,58,77,91,122],excess:63,exchang:76,exclud:8,exclude_mod:8,exclude_param:29,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:14,exe:[45,110,113],exec:120,execut:[8,34,35,39,43,44,45,49,50,55,57,59,63,66,74,77,83,92,100,102,108,109,114],executioncontext:[66,90,103,104,105],executor:[16,18,44,45,49,53,54,55,57,73,78,80,90,92,108,110,113],exist:[30,33,35,52,54,72,80,81,83,88,89,91,96,100,102,105,114,120,125],exit:[40,52,113,115,120],expand:[22,72,94,102],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,90,109],expected_desc:66,expected_kernel_kei:90,experi:[67,122],experienc:101,expert:34,expir:35,explain:[2,7,22,35,44,54,56,58,101,104,108,111,113],explan:[8,31,43,44,45,86,90],explicit:[77,91,102,104],explicitli:[2,30,45,50,103,105,125],explod:48,explor:[8,72,84],expon:8,exponenti:[5,22],expos:[32,41,66,67,89,91,114],express:[2,30,47,49,59,63,103,114],extend:[7,75,91],extens:[42,47,72,103,124],extent:69,extern:[2,34,65,68,69,82],external_librari:34,extingrad_:65,extinval_:65,extoutgrad_:65,extoutval_:65,extra:[6,8,9,45,84,89,128],extra_lay:29,extraattr:[6,122],extraattribut:8,extraattributenon:8,extract:[7,8,54,76,103,114],extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,44,54,109],extremli:1,f120da72:115,f7e3:114,fa0wx:115,fabric:111,face:[34,84],fact:[22,44,54,74,78,80],factor:[6,10,22],factor_s:8,factori:68,fail:[2,35,39,72,103,115,120,122],failur:[35,40,103],fake:57,fake_imag:81,faked_imag:57,fall:[53,79],falloc:51,fals:[2,6,7,8,9,10,13,22,23,24,31,32,33,54,60,62,64,71,78,79,81,87,92,97,99,102,103,111,115,120,122],false_block:[33,60,78],false_label:81,false_neg:49,false_posit:49,false_read:81,familiar:2,fan_in:20,fan_out:20,fanscin:2,far:[48,91],fascinatingli:1,fashion:45,fast:[8,39,54,109],faster:[8,9,22,27,35,54,94,99,109],fastest:54,fastli:101,fat:125,father:32,fault:[29,39,82,93],favorit:100,fbd1f2bb71f4:115,fc1:[59,102,122],fc1_bia:59,fc1_weight:59,fc2:[59,122],fc3:[59,122],fc4:122,fc8a365:114,fc8a:114,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[80,88,102,122],fc_layer_nam:9,fc_mat:29,fc_op:88,fc_out:33,fc_output:88,fc_param_attr:9,fc_without_b:33,fclayer:102,fcop:56,feasibl:75,featur:[2,5,8,13,14,22,32,45,53,59,74,77,101,120],feed:[9,29,30,45,58,71,84,110,113],feed_dict:57,feed_list:[110,113],feeder:[13,45,110,113],feedforward:20,feel:101,festiv:2,fetch:[14,35,38,45,79,99,102,110],fetch_list:[45,80,110,113],fetch_op:79,few:[2,34,35,45,63,75,81,87,100],fewer:[8,22,80],fg0:8,field1:29,field2:29,field:[8,29,33,59,61,67,79,80,83,87,88,109,114],fifth:58,figur:[30,34,45,47,57,65,71,77,80,99,102,109],file:[1,2,4,7,8,13,14,15,26,29,30,32,34,35,37,39,40,42,43,51,52,54,55,59,67,69,81,82,89,92,94,96,97,99,100,101,102,103,104,105,110,111,112,116,120,124,125,126,128],file_list:2,file_nam:2,file_typ:13,filenam:[2,15,37,80,108],fileoffset:51,filesystem:[42,43,45,51,114],fill:[8,35,39,70,80,114],fill_zero_grad:82,fill_zeros_like_op:32,filter:[8,9,22,48,66],filter_s:[8,9,22,23],filter_size_h:22,filter_size_i:8,filter_size_w:22,filter_strid:22,find:[8,22,33,35,42,53,59,66,72,86,90,93,96,109,113,116,124,125],find_var:31,findmemori:66,findop:33,findprimit:66,findprimitivedesc:66,findvar:[33,86],fine:[6,39,56],fingerprint:114,finish:[2,35,39,42,43,50,63,74,88,93,111,112,114,115],finit:102,finnal:94,first:[2,8,22,29,30,32,33,35,39,42,43,44,45,50,52,54,57,58,59,66,71,72,78,79,80,82,87,88,89,91,93,99,100,101,102,103,105,109,113,114,120,122,128],first_seq:99,firstli:[7,8,104],firstn:13,firstseen:115,fit:[1,14,53,62,63,67,72,82,113],fit_a_lin:113,five:[78,109],fix:[2,6,8,22,45,63,68,80,101,108],flag:[8,14,22,64,65,77,101,103,106,120],flatten0:59,flatten:[22,59,78,80,105],flexibl:[1,8,9,30,40,45,54,58,62,71,72,75,81,89,91,99],flip:15,flist:111,fliud:44,float16_t:53,float32:[4,13,22,45,53,56,57,80,81,103,110,113],float64:22,float_16:22,float_to_half_rn:53,floor:8,flow:[22,33,44,71,77,85],fluid:[0,18,20,21,22,23,24,26,27,32,45,47,50,70,77,80,89,90,104,108],fluid_cuda_create_tensor:55,fluid_cuda_mult:55,fluid_cuda_read:55,fly:32,fnt03:114,focu:[2,59,108,109],focus:103,folder:[34,37,43,52,114],follow:[1,2,7,8,9,10,13,15,22,23,29,30,31,32,33,34,35,39,43,44,45,47,50,53,54,55,56,57,58,59,60,61,63,66,70,71,72,74,75,77,78,79,80,81,82,83,84,86,87,88,89,90,91,93,94,96,97,99,100,101,102,103,105,106,108,109,110,113,114,115,116,117,118,122,124,125,126,128],footprint:55,forbid:30,forc:[74,80,90],force_cpu:[22,62],force_cudnn:62,force_load:68,forest:33,forget:[10,22,30],forget_bia:22,fork:[8,101],form:[1,2,8,9,22,49,96,109],formal:90,format:[1,2,7,13,14,15,22,26,29,31,39,45,53,54,70,72,91,97,101,102,103,105,111,114,120],former:[30,34,54,63,75],formul:22,formula:[8,9,10,22,31,63],formular:8,forth:57,forward:[5,8,9,22,31,32,33,38,40,48,54,57,64,65,66,67,73,76,78,81,82,83,84,87,99,102,122],forward_infer:66,forward_list:77,forward_op:31,forward_proj:22,forward_train:66,forwardactiv:102,forwardbackward:29,forwardtest:4,found:[2,4,53,78,84,86,99,104,111,113,126],four:[2,7,22,49,54,58,66,70],foward:79,fp16:[53,82,92],fp32:[70,82,90,92],fp64:[70,92],fpga:[70,110],fpgadevicecontext:89,fpgaengin:65,fpgaplac:[70,89],frac:22,frame:[7,50,82,91],framework:[30,32,33,48,49,53,54,59,70,74,75,77,78,82,84,86,88,89,101,102,103,108,110,111,125],free:[14,55,89,101,128],freememoryop:55,frequenc:[14,109],frequent:[39,81,82,84,89,112,124,125],fresh:42,friend:86,friendli:57,from:[2,4,7,8,9,13,14,15,20,22,29,31,32,33,34,35,37,38,39,40,44,45,47,48,49,52,53,54,56,57,58,59,60,62,63,66,71,72,73,74,76,78,80,81,82,83,86,89,90,91,94,96,99,100,101,102,103,104,105,108,109,111,113,114,115,120,122,124,125,128],from_no_sequ:8,from_sequ:8,from_tar:29,fromfil:81,front:[59,63],fuction:26,fulfil:109,full:[8,22,35,42,71,74,75,99,102,104,128],full_matrix_project:[9,99],fulli:[22,45,47,102,109,113,128],fullmatrixproject:8,fullsiz:38,fully_matrix_project:9,fullyconnect:[59,80],fullyconnectedlay:102,func:[13,39,44,55,83],funciton:[9,22],functor:[56,59],fundament:[47,53,82],funtion:22,further:[8,88,128],futur:[8,42,45,53,63,71,82,124],fvs:88,fwd_desc:66,fwd_op:83,fwd_primit:66,fwd_primitive_desc:66,fwd_var:48,g_b0:57,g_b1:57,g_b2:57,g_block:57,g_command_config_arg:[64,65],g_h0:57,g_h0_bn:57,g_h0_relu:57,g_h1:57,g_h1_bn:57,g_h1_relu:57,g_h2:57,g_im:57,g_loss:57,g_optim:57,g_program:80,g_state:77,g_step:57,g_w0:57,g_w1:57,g_w2:57,gain:8,gan:30,gangliao:34,gap:120,gate:[8,9,22,23],gate_act:[8,9],gate_activ:22,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gate_v:22,gatedrecurrentlay:64,gather:[8,32,63,74,76,102,103],gauss:6,gaussian:20,gaussian_normal_random:57,gcc:[53,55,68,82,93,100,108,124,126],gcc_3:96,gcreators_:88,gemm:64,gemmconvkernel:104,gen:8,gender:14,gendrated_id:72,gener:[1,2,4,7,8,9,13,18,29,30,31,32,33,34,35,37,39,40,42,44,45,54,56,61,63,66,70,74,75,78,79,80,81,82,83,87,88,89,91,101,103,109,114,116,120,122,124,126],generated_id:72,generated_scor:72,generated_word_embed:8,generatedinput:[8,99],genert:2,gereat:7,get:[2,7,8,14,22,29,31,32,33,34,35,39,40,42,43,51,54,57,59,62,63,64,65,66,70,71,72,77,80,82,83,86,88,89,90,91,93,94,96,99,101,102,103,104,108,109,111,112,114,116,123],get_all_op_proto:88,get_block:80,get_config_arg:122,get_data:115,get_dict:14,get_dim:31,get_embed:14,get_float_el:31,get_grad:29,get_grad_op_desc:32,get_input_lay:102,get_lin:13,get_movie_title_dict:14,get_numeric_gradi:31,get_numerical_gradi:31,get_output:31,get_program:63,get_pserver_program:113,get_shap:29,get_startup_program:113,get_support:96,get_symbol:59,get_tensor:31,get_trainer_program:113,get_vari:33,get_word_dict:14,get_worker_addr:44,getactualkerneltyp:62,getattr:48,getbatchs:102,getdeviceid:104,geteigendevic:105,getengin:66,getenv:[30,43,111],getexpectedkerneltyp:[62,66,90],getinfervartyp:61,getinput:102,getinputgrad:102,getinputvalu:102,getkerneltyp:53,getkerneltypeforvar:90,getlayeroutput:29,getlibrari:66,getmat:38,getoptconfig:38,getoutputgrad:102,getoutputvalu:102,getparam:38,getparameterconfig:38,getparameterptr:102,getparameterspars:38,getparametersremot:38,getplac:[66,89,103,104,105],getsiz:102,gettask:39,gettempl:114,gettensor:90,gettranspos:102,getw:102,getweight:102,getwgrad:102,gist:9,git:[85,93,100,101,106,124,126],github:[9,34,57,70,85,93,100,101,106,108,110,124,126],give:[2,22,35,71,80,82,90,100,101,102,109,114],given:[2,8,13,22,23,29,32,40,42,47,48,54,56,57,72,81,84,91,102,120],glibc:[96,124,126],glibc_2:96,glibcxx_3:96,glide:34,global:[2,6,22,24,30,33,34,35,55,59,62,76,77,82,86,88,89,90,100,109,114,120],global_block:80,global_learning_r:6,global_pool:22,global_step:24,globalstat:109,globalstatinfo:109,globe:2,glog:101,glog_v:101,glog_vmodul:101,glorot10a:20,glorot:20,gnueabihf:126,go_librari:34,go_test:34,goal:[47,53,58,74,82,109],gob:39,godep:34,godoc:68,goe:[9,35,54,60,86,110],going:[32,56,75,108,111,128],golang:34,good:[57,75,80,81,84,108,109,113,128],googl:[30,77,82,101,108,111,124],googleapi:114,googlenet:65,goroutin:44,got:[62,86],govern:2,gpg2:114,gpg:114,gprotos_:88,gpu:[1,2,6,8,11,31,43,49,53,63,70,74,75,76,77,82,84,85,89,90,93,96,97,100,104,105,107,110,111,113,128],gpu_id:[120,122],gpu_per_train:45,gpudevic:89,gpugpu_id:119,gpukernel:82,gpustarttimestamp:26,grab:35,grad:[31,32,40,48,65,80,87,120],grad_info_map:32,grad_n:48,grad_nam:48,grad_op:48,grad_op_class:82,grad_op_desc:48,grad_op_maker_:83,grad_op_typ:[82,83],grad_op_type_:83,grad_s_block:32,grad_share_block_num:[119,120],grad_to_var:[32,48],grad_var_nam:31,gradient:[6,7,8,10,20,22,24,27,29,35,39,46,48,58,61,73,74,75,76,80,82,87,103,108,111,113,120],gradient_clipping_threshold:6,gradient_evalu:7,gradient_flat:31,gradient_machin:[29,69],gradientmachin:[4,29,69,76],gradientmachine_:38,gradopdescmak:[61,83],gradopdescmakerbas:83,gradopmak:83,gradual:109,grai:15,grain:56,grandient:29,grant:114,graph:[8,22,29,32,33,34,35,44,45,46,47,49,54,57,71,74,75,78,105],grayscal:2,great:[47,128],greater:[8,48,75,111],greaterthan:88,greedi:22,green:[44,57],grep:[94,116],gridsize3d:26,groudtruth:99,ground:[7,8,22],group:[9,22,23,39,59,66,89,103,128],group_input1:99,group_input2:99,group_input:99,grouplen:14,grow:101,grpc:128,gru:[8,22,72,99],gru_bias_attr:9,gru_decod:99,gru_decoder_with_attent:99,gru_layer_attr:9,gru_memori:9,gru_out:72,gru_param_attr:9,gru_step:[72,99],gru_step_lay:9,grumemori:[9,99],gserver:[8,64,65,102],gsizex:109,gtx:63,guarante:[66,80,102],guard:38,guest:[96,100],gui:[108,109],guid:[26,51,63,82,99,101,102,109,113,114,115,125],gzip:[39,115],h0_bn:57,h_f:22,h_prev:33,had:100,hadoop:30,half:[8,22,23,53,114],half_to_float:53,hand:[63,82,89,105,111,113],handi:34,handl:[13,30,32,43,44,45,59,63,66,70,76,81,86,89,91,104,110],handler:[29,33],handwrit:2,happen:[22,39,88],hard:[45,54,72,91,100,114],hardshrink:22,hardsigmoid:22,hardwar:[54,55,89,100,104,109],has:[2,4,7,8,9,14,22,26,30,31,32,33,34,35,39,40,42,45,47,48,49,53,54,57,59,63,67,70,72,74,77,78,82,87,88,89,90,93,99,100,101,102,109,110,114,115,125,128],has_kei:[29,32,48],has_selected_colum:8,has_var_recurs:32,hasdependentvar:79,hash:[70,74],hasn:54,have:[1,2,4,8,9,13,22,30,31,32,33,34,35,39,40,42,43,45,47,48,50,53,54,55,56,57,58,62,63,66,67,70,71,72,74,75,76,77,78,80,81,82,83,86,87,89,90,92,93,94,99,100,102,103,104,109,111,114,120,122,125,126,128],haven:[54,100],hdf:[1,13,37],head:[101,103,111,116],header:[40,67,69,82,89,102,104,124,125,126],headip:116,heard:100,heavi:112,height:[8,13,15,22,33,68,81,102,103],height_:87,held:35,hello:30,help:[2,4,8,22,33,52,54,59,66,72,81,82,91,100,101,108,112],helper:[22,45,66,83,91,102],henc:[45,75,80,83,84,86],here:[2,4,6,7,8,9,13,22,23,30,34,35,41,47,48,50,52,54,58,59,66,70,71,81,84,88,93,94,96,99,101,103,104,106,111,112,113,114,115,119,122,125,126,128],heterogen:[45,47,77],heurist:[8,47,72,120],hidden:[8,9,22,73,80,99,114],hidden_dim:22,hidden_out:33,hidden_s:9,hidden_t_prev:22,hidden_v:22,hidden_valu:22,hierarch:[8,78,80,82,99],hierarchi:82,high:[6,20,53,74,89,102,111,128],higher:[1,56,71,91,101],highest:[13,33],highli:[1,2,14,91,99,122],him:30,hint:[62,108],histor:[56,104],histori:10,hl_get_sync_flag:102,hold:[30,32,35,39,41,53,57,59,61,63,86,88,89,90,105,113,114],holder_:[89,105],home:[37,52,94,108,114,115,116],honor:39,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15],host:[34,43,77,114,115,124,125,126],host_c:[124,125,126],hostfil:116,hostnam:114,hostpath:115,hostport:114,hot:22,hour:100,hourli:101,hous:[2,14,97],how:[1,2,6,8,22,30,33,35,39,44,45,50,52,54,56,59,62,66,71,72,76,77,84,88,90,99,100,104,108,111,113,114,115,120,123,126],howev:[2,8,9,22,31,32,42,45,50,54,63,70,75,76,80,81,83,84,87,88,89,90,99,114,119,120],howto:111,hpp:[53,68],html:[14,20],htod:109,http:[2,8,9,14,20,22,34,43,57,85,93,94,100,101,106,108,110,114,115,124,126,128],hub:85,huber:8,huge:75,human:[8,20,77],hundr:104,hwc:15,hyper:[8,57,102],hyperparamet:[8,84],hyperplan:13,i1117:109,i386:125,iOS:[126,127],iamfullaccess:114,iamusersshkei:114,icc:55,ics:14,id_input:7,id_rsa:116,idea:[34,54,55,75,81,84,108,113],ideal:[45,90],ident:[8,22,83,103,114],identifi:[8,60,70,102],identityoffsetproject:8,identityproject:8,ids:[7,8,22,72,102],idx:[39,57,63,102],ies:52,if_else_op:32,ifdef:[70,77],ifels:[33,78],ifelseop:78,ignor:[2,8,22,120],illustr:[2,7,22,35,40,45,56,71,99,102,109],im_siz:57,imag:[2,11,12,13,14,22,23,30,45,54,57,58,72,73,78,81,93,100,101,114,117,118,122,128],image_a:81,image_b:81,image_fil:81,image_h:22,image_lay:81,image_nam:30,image_path:81,image_reader_cr:81,image_w:22,imagenet:[8,20,37],imagepullpolici:114,imageri:8,images_reader_cr:81,imagin:58,img2label:15,img:[2,8,9],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:109,imgsizei:109,imgsizex:109,imikolov:111,immedi:[63,66,75,84,93,114],immutable_paramet:30,impel:89,imper:44,imperfect:82,implement:[2,8,9,13,20,22,23,24,27,33,39,40,41,42,43,44,45,47,54,56,59,60,61,63,66,68,69,70,72,76,79,86,88,89,90,91,99],implemet:38,impli:[2,34],implicitli:44,imposs:[72,128],impractic:90,improv:[8,46,47,63,82,108,109,114],in_fals:22,in_plac:22,in_tru:22,inarg:38,inbound:114,includ:[1,2,7,8,9,14,15,22,24,30,33,34,40,43,53,54,57,59,63,68,69,71,72,77,78,80,82,88,93,96,99,100,102,103,108,109,111,114,115,120,124,125,126],inclus:72,incom:[44,62],incorpor:8,incorrect:8,increas:[35,39,53,111,120],increment:[49,58,63,120],incupd:102,inde:13,independ:[8,22,31,32,40,46,86,89,128],index:[2,7,8,11,13,14,22,29,31,32,33,35,39,44,78,80,91,104,114],indexslot:8,indiact:22,indic:[2,7,8,22,32,33,40,50,57,71,78,83,87,89,91,112,114,124],indice_map:91,indices_map:91,individu:[35,74,114],industri:[35,67,128],ineffici:[76,90],infer:[0,15,22,30,32,33,35,49,54,60,61,62,63,64,68,70,79,80,82,87,90,97,125,126],infer_shap:80,infer_var_type_:61,inferenc:125,inferfac:61,inferior:42,infernec:126,infershap:[33,80,82,103,105],infershapecontext:[103,105],infervartypefn:61,info:[7,8,14,53,71,102,112,128],infom:8,inform:[4,8,14,22,29,33,43,52,59,62,63,66,67,70,71,74,80,84,86,87,101,102,103,105,108,109,114,120,124],infrastructur:[54,114],ingor:120,ingrad_:65,inherit:[33,73,82,89,103],ininst:30,init:[6,20,29,33,46,57,65,71,72,97,102,111,114,122],init_attr:80,init_from_tar:29,init_model_path:[119,120,122],initi:[2,4,6,8,9,14,16,22,29,32,34,39,44,45,46,47,49,58,71,74,75,80,84,88,91,97,99,102,103,110,120],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:80,initpaddl:4,initrd:128,inlcud:9,inlin:[89,104,105,114],inner:[8,102],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:105,input1:[8,9,105],input2:8,input:[2,4,5,7,8,9,11,13,15,21,22,23,29,31,32,33,38,42,44,45,46,47,48,49,53,54,55,56,57,58,59,61,62,63,65,66,70,71,72,75,76,79,80,81,82,83,86,88,89,90,91,97,99,101,102,103,104,105,110,113,116,122],input_conf:8,input_data:102,input_data_target:102,input_dim_idx:22,input_dtyp:22,input_featur:5,input_hassub_sequence_data:102,input_id:8,input_imag:9,input_index:102,input_label:102,input_lay:102,input_loc:8,input_nam:30,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:91,input_seq:[8,22],input_sequence_data:102,input_sequence_label:102,input_sparse_float_value_data:102,input_sparse_non_value_data:102,input_t:102,input_to_check:31,input_valu:31,input_var:[31,80],inputbuff:38,inputdef:102,inputgradi:83,inputlayers_:102,inputs_to_check:31,inputsizechang:66,inputtyp:[2,13],insert:[32,48,55,74,79,82,83,101],insid:[7,9,32,35,45,47,48,49,62,66,76,77,81,82,83,94,114],inspir:77,instal:[8,22,43,65,85,93,94,100,101,106,108,111,115],install_android:124,instanc:[8,22,31,33,35,37,41,44,45,46,48,50,55,60,66,71,72,75,80,82,83,99,102,105,109,113,120],instance_ip:114,instanti:[35,50,110],instead:[8,9,11,32,34,38,43,44,45,53,54,58,59,100,101],instrins:53,instruct:[33,58,94,100,109,124],int16:92,int32:[70,78,91,92,120],int64:[22,45,51,70,87,90,92],int64_t:77,int8:70,integ:[2,7,8,13,22,39,43,44,53,68,72,102],integer_valu:[2,13],integer_value_sequ:[2,13,72,99],integr:[7,93,128],intel:[54,70,89,104],intellig:[20,63],inteloptimizedpaddl:65,intend:93,inter:[8,45],interact:[8,45,94,114],intercept:8,interchang:[58,82],interconnect:74,interest:[44,53,74,109],interfac:[0,4,6,8,9,20,24,26,27,29,33,39,43,52,59,74,76,82,83,89,93,103,105,114,125,128],intergr:8,intermedi:[22,45,52,55,57,63,73,100,124,126],intern:[8,9,20,24,29,53,108,111,112,114],internel:65,internet:[34,35,128],interpret:[2,7,22,50,54,55,92,93,109],interv:22,inth:105,intrins:[44,50,53,126],introduc:[2,8,15,33,35,57,64,67,84,86,88,103,108,111,115],introduct:3,introductori:100,intuit:[42,82],inval_:65,invalid:[81,86],invent:54,invoc:[34,56,82],invok:[2,8,18,29,32,45,48,76,80,82,83,88,90,100,101,109,114],involv:[72,103],iob:7,ioe:7,ios:125,ios_arch:125,ios_deployment_target:125,ios_development_root:125,ios_enable_bitcod:125,ios_platform:125,ios_sdk_root:125,ios_use_veclib_for_bla:125,ipad:125,iphon:125,ips:114,ipt:[8,80,88,99],ipx:128,ipython:30,is_color:15,is_cpu_plac:66,is_loc:29,is_mkldnn_librari:66,is_revers:22,is_seq:[8,99],is_spars:22,is_stat:6,is_target:79,is_tensor:88,is_test:[22,66],is_traget:79,is_train:[2,15],isinst:48,ismkldnnkernel:66,isn:109,isspars:102,issu:[34,57,94,96,100,101,109],istag:85,item:[8,13,22,29,42,53,81,97,128],iter:[8,9,10,13,29,30,35,45,54,55,63,66,75,77,81,91],iter_multiple_input_and_param:80,its:[2,8,9,20,22,27,29,30,31,32,33,35,39,44,48,49,54,55,57,58,59,61,63,67,71,72,74,75,76,79,80,82,83,86,87,88,89,90,96,102,103,104,105,109,111,114,120],itself:[32,35,42,55,66,75,86],ivs:88,java:[33,68,78,82],jeremi:109,jian:20,jku:22,job:[4,14,32,42,44,45,48,82,94,111,113,119,120,122],job_desc:45,job_dispatch_packag:112,job_id:14,job_nam:[43,114],job_namespac:114,job_path:114,job_workspac:112,jobdesc:45,jobnam:45,jobpath:114,jobport0:114,jobport1:114,jobport2:114,jobport3:114,jobserv:43,join:35,jointli:9,journei:94,jpg:15,json:[59,114,115],jth:9,judg:8,juditski:75,jupyt:[43,94],just:[2,5,7,8,9,14,22,34,39,40,44,45,54,55,57,61,66,75,76,80,81,82,83,84,86,87,93,96,100,101,112,114,122,124],jx4xr:114,jypyt:30,k8s:[44,128],k8s_data:114,k8s_job:30,k8s_token:30,k8s_train:114,k8s_user:30,kafka:37,kaim:20,kcpu:77,kcuda:77,kcudnn:104,kdisabl:77,kebilinearinterpbw:109,kebilinearinterpfw:109,keep:[2,8,13,15,20,35,54,55,58,72,75,80,86,88,93,101,128],keep_dim:22,keep_top_k:8,kei:[2,14,15,23,26,29,31,32,33,35,37,39,51,53,62,66,82,83,88,91,100,101,103,109],kept:[8,63,80],kera:84,kernel0:104,kernel1:104,kernel:[8,22,31,53,55,62,65,75,77,84,87,89,90,103,105,109],kernel_hint:62,kernel_type_for_var:90,kerneltyp:[62,66],key1:120,key2:120,key_pair_nam:114,keyid:114,keymetadata:114,keypair:114,keyserv:114,keystat:114,keyusag:114,keyword:[2,80],kforcecpu:62,kill:[35,114],kind:[1,2,30,31,35,41,45,48,55,58,62,66,73,74,77,89,90,92,94,104,114,115],kind_:77,kmark:77,kmkldnn:104,kms:114,knchw8c:70,knchw:70,knhwc:70,know:[2,30,39,44,63,67,101,102,108,109,111,114,124],known:[22,32,33,54,56,71],kplain:104,kpoprang:77,kpushrang:77,kriz:14,krizhevski:22,kselectedrow:87,ksimonyan:9,kstate:77,kube_cluster_tl:30,kube_ctrl_start_job:30,kube_get_workers_addr:44,kube_list_containers_in_job_and_return_current_containers_rank:30,kubeconfig:114,kubectl:[112,115,116],kuberent:[35,114],kubernet:[30,35,44,45,82,111,117,118,128],kubernetes_service_host:30,kusecudnn:62,kusemkldnn:62,kvp:26,kwarg:[2,9,10,13,18,22,24,49,59,80,88],kwd:26,l1_rate:6,l1_regularization_op:84,l2_rate:6,l2_regularization_op:84,l2_sim:8,l93:38,label:[2,4,7,8,13,14,15,22,29,45,49,54,57,58,59,73,78,81,90,110,113,115],label_dim:8,label_fil:81,label_lay:81,label_path:81,lag:120,lake:2,lambda:[22,44,48],lambdacost:8,lambdarank:8,lan:111,languag:[2,8,14,23,44,54,58,63,77,82,86,122],larg:[11,14,45,47,48,63,67,75,101],larger:[2,6,7,8,63],larger_than:[33,60,78],largest:22,last:[7,8,9,22,32,48,63,71,77,78,99,120],last_seq:72,last_time_step_output:8,lastseen:115,latenc:[8,53,112,114],latent:8,later:[34,82,84,89,93,96,103,105,114],latest:[8,33,34,35,42,85,93,94,96,106,115,124,125],latter:[75,91,108],launch:[66,114,120],launcher:30,law:2,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,20,28,29,32,33,38,44,45,47,54,57,58,60,73,75,78,81,82,84,88,89,91,97,99,107,110,113,119,120],layer_0:102,layer_attr:[8,99,122],layer_help:62,layer_num:122,layer_typ:[8,64,65],layerbas:102,layerconfig:102,layergradutil:102,layerhelp:[22,62,80],layermap:102,layeroutout:8,layeroutput:9,layout:[15,66,90],layout_:[62,70],layouttyp:62,lazi:[75,84],lbl:7,lead:[63,70,109],leaki:57,leakyrelu:22,learing_r:73,learn:[6,7,8,9,10,14,30,32,40,42,45,47,50,57,58,63,65,72,74,75,77,81,82,84,89,94,99,100,102,103,106,109,113,125],learnabl:[22,29],learning_r:[6,24,40,45,110,113],leas:35,least:[7,35,96,124],leav:[2,33,114],lectur:63,lecun:14,left:[8,33,105,125],left_right_flip:15,legaci:94,legal:88,len:[2,8,22,40,44,51,54,80,97,102],length:[8,9,13,14,15,22,23,40,53,64,67,71,72,82,91,99,115,120],leran:63,less:[8,22,30,48,113,128],less_than:[30,63],lesser:22,let02:115,let:[4,7,8,30,33,42,44,55,56,58,62,66,70,71,72,73,83,89,90,103,108,113,114],level:[6,8,20,22,53,56,59,67,71,72,77,89,91,92,101,112,120,124],lgtest:34,lgtest_main:34,lib64:[94,120],lib:[69,93,94,108,111,124,125,126],libapi:34,libari:69,libc:96,libcuda:94,libgcc_:96,libgoogl:108,libiomp5:65,libmkldnn:65,libmklml_intel:65,libnvidia:94,libpaddl:[68,69,82,108],libpaddle_capi:69,libpaddle_gserv:69,libpaddle_math:69,libpython2:93,librari:[8,22,34,41,45,65,66,69,74,90,93,96,103,104,111,113,120,125,126],library_:70,library_typ:104,library_type_:90,librarydevicecontext:70,librarytyp:[90,104],libstdc:96,licens:[2,65,74],life:35,lifecycl:[77,128],lifetim:[86,96],lightweight:56,like:[2,7,8,13,14,22,32,33,34,35,38,43,44,50,54,55,56,57,58,59,61,66,70,74,75,80,81,82,83,84,86,87,90,91,93,96,99,100,101,108,109,110,111,114,119,122,124,125,126,128],limit:[2,8,13,22,54,63,67,72,82,84,109,120],linaro:126,line:[1,2,4,7,13,22,26,34,38,43,52,58,75,78,80,82,84,100,101,107,108,109,112,113,114,122],line_break:13,linear:[8,22,23,72,97],lineno:108,link1:53,link2:53,link:[8,9,34,51,52,86,96,103,114,128],linux:[13,51,94,96,100,101,111,114,126],linux_x86_64:[85,96],lipo:125,list:[1,2,7,8,9,13,15,18,22,24,26,29,30,32,33,34,39,43,44,50,52,54,57,70,73,76,77,80,83,86,91,97,99,100,102,103,108,111,113,114,120,122,126],listdir:111,listen:[35,44,45,111,113,120],listen_and_do:44,listenanddo:44,littl:[1,2,40,62,67,120],live:[103,110],live_in:63,live_out:63,load:[1,2,4,15,30,35,45,57,74,80,93,103,114,120],load_and_transform:15,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[119,120,122],load_mnist:57,load_persist:113,loadparamet:4,loadsave_parameters_in_pserv:[38,119,120],loc:[7,20],local:[6,22,29,31,33,35,41,42,58,63,71,78,80,82,93,94,100,101,108,112,115,119,120],local_scop:31,localhost:[94,106],localpath:52,locat:[8,22,29,34,54,70,77,89,91,99,102,111,126],lock:[34,35,39,40],lod:[22,67,71,87,91,92],lod_desc:[87,92],lod_expand:72,lod_level:[22,80,87,92],lod_rank_table_obj:22,lod_tensor:[22,71,87,92],lod_tensor_aarri:22,lod_tensor_arrai:22,lodrankt:22,lodtensor:[22,23,61,67,82,92],lodtensorarrai:22,lodtensordesc:[67,87],log:[2,39,45,52,57,96,102,111,112,114,115,116,120,126],log_barrier_abstract:120,log_barrier_lowest_nod:[119,120],log_barrier_show_log:[119,120],log_clip:[119,120],log_error_clip:[119,120],log_period:[115,120,122],log_period_serv:[119,120],logarithm:[5,22],logger:2,logic:[2,42,45,47,48,57,61,73,74,76,86,91,103],login:[96,116],logist:22,logit:[57,90],longer:[35,45,63],look:[2,7,22,33,43,44,54,55,58,75,80,83,84,110,111,114,115,119],lookahead:8,lookup:[22,61,72,110],lookup_t:63,loop:[31,33,54,63,77,81,86],loop_var:91,loss:[8,22,24,32,45,57,59,73,75,84,102],lot:[45,70,72,75,80,84,89,111,119,128],low:[8,20,73,74,89,91],low_rnn:71,lower:[8,22,53,71,72,101,112],lower_level_rnn:71,lowest:120,lpaddle_capi_shar:69,lpaddle_capi_whol:69,lrelu:57,lstm:[8,22,99,115],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_step:9,lstm_unit_op:22,lstmemori:[9,99],lstmemory_group:8,lstmlayer:64,ltr:8,luckili:63,mac:[69,100,101,124],machin:[9,14,29,45,47,54,57,63,65,74,75,84,93,96,100,102,114,115,116,119,120,122,126,128],machine_transl:99,maco:[96,97,100,125],macro:[56,70,83,103],made:[2,35,40,54,99],mai:[2,8,9,22,31,33,45,49,53,55,62,63,66,74,77,81,82,86,90,93,94,105,106,109,111,114,126],main:[2,4,22,44,48,54,55,59,74,78,82,96,108,111,114],main_program:[18,22,32,49],mainli:[41,63,70,89,93,103,120],mainlin:96,maintain:[8,33,39,75,80,82,114],majel:34,major:[45,53,90,124],make:[2,7,8,22,30,32,33,34,35,39,40,42,45,46,53,54,58,71,72,75,76,80,81,82,84,89,91,93,100,101,102,103,104,108,109,111,113,114,124,125,126,128],make_ddim:105,make_function_oper:56,make_vari:88,maker:[82,83],malloc:[89,102],man:51,manag:[24,29,35,40,41,44,45,52,77,86,89,96,106],mandarin:8,mandatori:125,mani:[9,15,32,34,39,44,54,57,62,63,72,76,77,80,82,83,86,87,88,90,91,100,120],manili:59,manipul:[54,80,83,112,125],manner:[8,75,84],mantain:63,manual:[45,73,75,83,112,124,125,128],manufactur:54,manylinux1:96,manylinux1_x86_64:[85,96],manylinux:85,map:[2,7,8,13,23,29,30,33,39,48,66,70,80,83,86,88,89,91,100,120,128],map_fn:91,map_read:13,mapper:13,mapreduc:[30,111],margin:22,mark:[2,32,47,57,58,71,72,77,86,99,108,128],marker:77,market:53,mask:[6,8,22],master:[30,42,82,85,120,126],mastermind:34,mat:[68,69],mat_cache_row:38,mat_norm:38,mat_normal_shar:38,mat_param_attr:9,mat_sparse_row:38,mat_sparse_row_auto_grow:38,mat_sparse_row_id:38,mat_sparse_row_prefetch:38,mat_sparse_row_prefetch_full_s:38,mat_value_shar:38,match:[22,34,53,96,109],matchbox:128,math:[9,65,68,82,101,102,103,109],mathemat:84,matirx:8,matmul:[33,59,71,91,103],matric:[4,22,99,102],matrix:[7,8,9,13,22,23,29,38,68,69,102,103,119,122,125],matrixptr:102,matrixtyp:69,matter:2,mattyp:38,matur:111,max:[2,6,8,13,14,22,23,31,46,48,63,80,109,120,122],max_diff:31,max_id:[8,29],max_job_id:14,max_length:[8,72,99],max_movie_id:14,max_relative_error:[31,103],max_seq_len:22,max_sort_s:8,max_user_id:14,max_x:22,maxframe_evalu:7,maxid:7,maxid_evalu:7,maxim:[8,48],maximum:[7,8,14,22,33,40,99,103,109,120],maxinum:11,maxoutfunctor:89,maxpool:8,mayb:[33,66,103],mchw:22,md5:[14,36],mean:[2,6,7,8,9,10,11,13,15,20,29,32,34,45,46,48,59,72,79,81,86,90,94,99,100,103,108,109,110,113,114,120,122,128],mean_var_nam:8,meant:91,measur:[49,109],mechan:[8,9,23,32,41,49,66,80,83,99,104,114],mem:[8,33,43,72],mem_per_pserv:45,mem_per_train:45,member:[8,14,30,48,58,59,70,76,80,86,103],memcpi:[76,109],memor:8,memori:[1,2,9,32,33,38,39,43,53,55,65,66,67,70,72,75,77,82,90,99,100,101,102,105,109,110,115,120,122],memory_boot:9,memory_nam:8,memory_optim:63,memory_test:100,memory_threshold_on_load_data:120,memoryalloc:89,memorydesc:66,mention:[22,32,34,39,45,47,54,71,74,75,77,100],mere:9,merg:[8,18,22,40,42,46,49,65,71,74,76,101,106,120,125],messag:[33,44,50,54,55,58,67,77,78,79,80,82,83,87,92,101,115,120],metaclass:103,metadata:[51,114,115],metal:[113,128],metaphor:58,metaplotlib:30,method:[2,8,10,20,24,29,31,33,42,44,45,46,48,53,57,58,59,62,73,74,80,81,82,86,87,90,91,93,94,96,102,103,105,106,108,109,120,122],methodolog:75,metric:[18,49,77],microarchitectur:53,might:[8,33,34,44,54,63,78,100,101,102,108,114,124],mileag:109,million:[14,122],min:[6,8,22,46,48,80,109,114,122],min_block:33,min_count:47,min_desc:33,min_pool_s:2,min_word_freq:14,mind:108,mini:[2,8,13,18,22,29,33,35,49,50,54,60,71],mini_batch:81,minibatch:[8,22,33,49,58,60,78],minim:[2,24,33,45,47,48,54,57,73,82,110,113,120,124,125,126],minimum:[8,22,125],minimun:120,minsizerel:[124,125,126],minst:2,minu:83,minus_grad:83,minusgradop:83,minusop:83,minusopgradmak:83,minusopprotoandcheckermak:83,minut:[35,42,94,100,114],mirror:[34,94],mislead:40,mismatch:22,miss:[57,120],mistak:54,misus:104,mit:114,mix:[9,77,91,99],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mixtur:108,mkdir:[52,93,106,114,116],mkl:[66,82,89,90,93,94,104],mkl_packed_:64,mkldnn:[8,65,70,90],mkldnn_:65,mkldnn_batch_norm:8,mkldnnactiv:65,mkldnnbase:65,mkldnnlayer:65,mkldnnmatrix:65,mkldnnstream:65,mkldnntester:65,mklml:65,mklpack:64,mklpackedgatedrecurrentlay:64,mklpackedgemm:64,mklpackedlstmlay:64,mklpackedrecurrentlay:64,mlp:59,mlr:20,mnist:[2,4,37,45,57,58,78,81,82,108],mnist_provid:2,mnist_random_image_batch_read:81,mnist_train:[2,81],mnist_train_batch_read:81,mobil:[53,54,63,82,106,123],mod:111,mode:[8,26,29,53,64,74,101,120],model:[0,1,4,8,9,14,23,29,32,33,35,36,44,45,47,48,49,58,63,64,73,74,75,82,84,90,91,97,101,102,106,107,111,113,114,120],model_config:4,model_list:[120,122],model_path:122,modelparallel:45,modern:63,modif:95,modifi:[4,8,45,53,59,84,99,102,103,111,112,114],modul:[1,2,4,9,14,29,45,56,57,72,91,103,108],modular:72,modulo:8,moment:[24,108],momentum:[6,22,24,86,104],momentumop:108,mon:115,monitor:77,mono:8,month:34,more:[1,2,4,7,8,9,13,22,30,31,32,34,35,39,42,43,45,47,52,53,54,55,56,58,62,63,66,70,71,72,73,77,80,81,82,84,89,91,93,94,97,99,100,102,103,104,105,106,108,109,110,111,113,115,122,126,128],most:[2,4,8,13,22,29,30,32,34,42,45,55,58,59,70,72,75,77,81,84,89,96,99,102,108,109,110,119,128],mostli:[53,128],motiv:82,mount:[43,94,111,114,115],mountpath:[114,115],move:[8,35,39,52,54,75,94,109,114,128],movement:109,movi:[2,14],movidiu:54,movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[74,116],mpirun:116,mse:[54,58,73,78],msra:20,much:[8,22,35,54,66,73,81,84,91,109],mul:[56,63,80,102,103],mul_grad:103,mul_op:[22,103],mul_ratio:8,mul_result:80,mulgradkernel:103,mulkernel:103,mulop:[56,103],mulopgrad:103,mulopmak:103,mult:[44,55],multi:[8,49,74,76,90,102,108,112,113,119,120,128],multi_binary_label_cross_entropi:8,multidimension:22,multigradientmachin:76,multinomi:8,multip:23,multipl:[7,8,9,13,18,22,23,29,30,31,39,40,42,44,45,47,49,54,55,56,62,74,77,82,90,92,99,102,103,108,111,114,120,122],multiple_input:80,multiple_param_attr:80,multipli:[7,8,22,44,102],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,22,32,40,48,63,66,67,70,77,79,80,81,82,88,92,99,102,103,105,111,113,114,120,122,124,126],mutabl:[89,105],mutable_data:[66,89,103,105],mutuable_data:[89,105],mxnet:[33,44,54],my_cluster_nam:114,my_external_dns_nam:114,my_lib:111,myerrorclip:48,myfil:13,mypaddl:115,naiv:44,name:[2,6,7,8,9,11,15,18,22,26,29,30,31,32,33,35,37,38,40,43,44,45,49,53,56,59,62,65,66,67,69,70,72,77,78,80,82,85,87,88,91,92,94,96,97,99,100,102,103,104,109,110,111,113,115,117,118,120,122,125,128],name_:77,name_prefix:37,namespac:[33,60,68,80,102,103,115],nativ:[8,53,101],natur:[22,39,42,47,72,91,122],navig:106,ncall:108,nccl1:74,nccl2:74,ncclinit:74,nchw8:90,nchw8c:90,nchw:[8,22,65,70],ndarrai:[15,29,37],ndcg:8,ndcg_num:8,ndk:124,nearest:53,nearli:31,necess:91,necessari:[2,8,32,33,40,42,48,49,63,67,72,76,80,88,91,102,116],necessarili:[44,102],neck:74,need:[2,7,8,9,13,20,22,23,24,27,30,31,32,34,38,39,40,42,43,45,47,48,49,52,54,55,56,57,62,63,66,70,72,73,74,75,76,77,79,80,82,83,84,86,87,88,89,91,93,94,95,96,97,99,102,103,104,105,106,111,113,114,115,119,120,122,124,125,126,128],neg:[2,7,8,22],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neglect:8,neighberhood:74,neither:8,neon:[53,124,126],ner:7,nervana:54,nest:[2,8,13,32,33,77,78,92],net:[8,9,16,22,33,57,71,86],netop:[33,82],network:[1,2,4,6,7,8,13,20,23,27,28,29,30,31,32,33,35,38,45,47,49,57,59,63,64,65,71,73,75,77,80,81,84,86,88,89,90,92,97,102,103,105,109,111,113,120,128],network_config:122,networkadministr:114,neural:[2,4,8,9,13,20,29,30,32,33,35,45,59,63,64,65,71,75,84,86,89,90,92,97,105,109,111,113,120],neuralnetwork:76,neuron:[4,102],never:[13,63,81,86,114,115],new_block_idx:80,new_dim:22,new_op_and_kernel:104,new_op_desc:48,new_scop:90,new_stat:71,newblock:80,newbuff:66,newer:124,newest:40,newli:[53,125,128],newop:33,newopdesc:80,newprogram:80,newscop:90,newvardesc:80,next:[8,14,32,35,41,48,72,74,91,99,102,103,108,109,114,115,120],nextlay:65,nfs4:114,nfs:114,nfsver:114,ngram:14,nic:[119,120],nil:39,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:102,no_cach:2,no_grad_dict:32,no_grad_set:[24,31,32,103],no_gradi:32,no_sequ:[2,8],node1ip:116,node2ip:116,node3ip:116,node:[8,34,42,44,45,47,59,63,72,74,82,100,102,111,112,113,114,115,116,120,128],node_0:114,node_1:114,node_2:114,node_id:111,nodeattr:59,nodeentri:59,nodefil:112,nodesep:59,nohup:111,nois:[8,35,57,111],noisi:[8,57],non:[8,22,35,53,54,87,102,103,114,120],none:[1,2,4,6,7,8,9,10,11,15,18,20,22,23,24,29,30,31,32,33,48,49,57,59,60,71,72,73,78,80,88,91,99,110,113],noneedtran:66,nonlinear:[20,102],nontranspos:22,nor:[44,100],norm:[9,22,57,70],norm_by_tim:8,normal:[2,4,8,9,14,20,22,75,99,102,111,115,120],notat:[8,63],note:[2,4,6,8,9,11,15,18,22,23,29,30,32,33,38,39,43,63,67,70,74,81,82,89,90,93,94,103,105,106,109,111,113,114,120,122,125],notebook:[43,94],notest_dist_fit_a_lin:113,noteworthi:54,noth:[5,29,62,80,86,100,120],notic:[8,48,54,74,83,99,101,102],notif:101,notimplementederror:48,notin:90,notingradi:103,notion:91,notori:31,now:[2,13,32,34,35,47,57,67,70,75,82,83,84,86,113,114,120,125],np_arrai:13,nproc:100,nullptr:[66,77,83,86,102],num:[8,9,111,120],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,22,59],num_col_dim:22,num_filt:[8,9,22,23],num_flatten_dim:22,num_gradient_serv:[111,119,120],num_hidden:59,num_input:101,num_neg_sampl:8,num_or_sect:22,num_parameter_serv:30,num_pass:[29,115,119,120,122],num_per_batch:15,num_pserv:45,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:87,num_shard:37,num_step:91,num_train:45,number:[2,7,8,9,13,14,15,22,33,35,37,47,49,63,75,77,81,82,88,91,100,102,108,111,113,114,120],numchunktyp:7,numdevices_:122,numer:[8,103],numeric_grad:31,numerical_grad:31,numlogicaldevices_:122,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,22,29,37,53,57,80,81,93,103],numreal:38,numsampl:109,numtagtyp:7,numtimeout:39,nv_:34,nv_gpu:100,nv_librari:34,nv_test:34,nvcc:[34,53,55],nvidia:[53,70,74,89,94,100,109,120],nvlink:74,nvprof:77,obei:7,obj:2,object:[2,4,6,8,9,13,22,29,30,38,45,48,49,57,59,63,68,73,77,80,82,84,86,105,109],observ:[8,102,109],obtain:[2,8,22,42,75],obvious:[34,70,108],occup:63,occupi:[53,77],occur:[14,29,63],occurr:33,oct:115,odd:8,odoti:22,off:[69,93,94,100,111,124,125,126,128],offer:[4,33,82,88],offici:[8,34,101,106,114,124],offlin:[35,37,128],offset:[8,22,38],often:[8,38,59,63,70,101,108,111],ograd:102,old:[31,40,42,72,82,120],older:[22,54,124],omega:84,omit:22,omp_num_thread:108,ompi_comm_world_rank:111,on_init:2,onc:[2,8,35,39,44,45,47,49,54,58,75,101,102,106,114],one:[2,5,7,8,9,11,13,20,22,24,27,29,30,31,32,33,35,38,39,40,42,43,44,45,48,49,50,53,54,55,56,57,59,61,62,66,67,70,71,72,73,74,75,76,78,79,80,81,82,83,86,87,89,90,91,94,100,101,102,103,104,110,112,113,114,115,116,120,122,128],onehotcrossentropyopkernel:103,ones:[56,57,82,101],onli:[1,2,4,7,8,9,11,15,22,27,29,30,31,32,34,38,39,40,41,42,43,44,45,47,48,49,50,52,53,54,57,58,63,66,71,72,73,74,76,77,80,82,87,88,89,90,91,93,95,96,99,100,102,103,104,105,106,109,113,114,115,119,120,122,125,128],onlin:[8,10,35,37,63,81],only_cpu:31,onnx:54,onto:[22,45,47,114,116],op1:[63,90],op1_2_op2:90,op1_to_op2:90,op2:[63,90],op3:63,op_:103,op_check:103,op_class:[82,88],op_desc:[48,61,79],op_info:110,op_kei:66,op_maker_class:[82,88],op_proto:88,op_registri:110,op_siz:48,op_test:103,op_typ:[82,103,104],op_unique_kei:66,opattrcheck:103,opcreat:88,opdesc:[33,48,58,78,79,80,82,83,88,92],opdescbind:[61,83],opdescbuild:33,open:[2,8,15,22,30,37,54,57,65,81,101,108,111,114],openbla:[93,94,124],opencv:15,openmp:108,openmpi:111,opensourc:74,oper:[8,9,13,15,20,22,24,27,31,33,44,45,46,47,49,50,53,54,55,57,58,59,61,62,71,72,73,74,77,79,84,86,89,90,92,99,101,102,104,105,109,110,114,120,124],operand:[22,53],operator_grad:31,operator_list:77,operatorbas:[33,56,82,83,88,103],operatorwithkernel:[90,103],opinfo:[61,82,83],opinfomak:61,opinfomap:83,opkernel:105,opkernelbas:104,opkernelkei:82,opkerneltyp:[70,90,104],opmak:88,opposit:22,opproto:103,opprotoandcheckermak:[83,103],opprotomak:[88,103],opregist:88,opregistri:88,ops:[24,31,32,33,34,44,55,58,59,75,78,79,80,82,89,103,128],ops_:33,ops_test:34,opt:[30,73,79,88,93],opt_op_list:73,optest:103,optestmeta:103,optim:[2,6,16,28,29,31,32,45,46,47,55,57,74,75,76,78,82,84,87,102,108,109,110,111,113,124,126],optimis:73,optimize_op:113,optimize_op_attr:80,optimizer_op:113,option:[2,7,8,18,22,26,30,34,45,57,62,67,78,79,80,82,87,88,92,100,102,108,111,112,122,124,125,128],optmization_op_list:73,opts_np:79,optyp:[61,88],opwithkernel:87,order:[2,8,9,13,15,22,29,32,58,67,77,81,84,91,93,102,108,111,114,115,120,128],ordereddict:29,orderli:22,oregon:114,org:[2,7,8,9,14,20,22,37,51,57,94],organ:[7,8],orient:88,origin:[1,2,8,9,13,14,22,31,53,57,86,91,101,105],other:[2,7,8,9,13,22,24,33,35,40,44,52,53,54,55,61,63,66,70,71,75,79,84,86,88,89,90,93,99,100,101,108,110,111,113,114,115,122,124,125,126,128],otherchunktyp:7,otherwis:[1,8,13,14,15,22,29,30,32,35,40,42,57,61,66,81,99,101,112,122],our:[22,30,32,34,45,47,57,61,63,70,74,75,86,91,93,96,99,100,101,102,108,113,114,115,124],out:[8,22,23,29,30,33,34,39,42,45,48,54,59,63,66,71,72,80,90,97,99,103,105,108,109,114,115,116,120],out_dir:114,out_fals:22,out_left:8,out_mem:99,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,out_tru:22,outer:8,outgrad_:65,outlier:8,outlin:121,outout_lay:29,outout_layer1:29,outout_layer2:29,output:[4,5,6,7,9,11,13,22,23,26,29,30,31,32,33,37,42,44,47,48,52,55,56,57,58,59,60,61,63,66,67,71,72,75,78,79,80,81,82,83,86,87,88,89,90,91,93,99,100,101,102,103,104,105,108,109,111,115,120,122,124],output_:[8,65,102],output_all_step:71,output_arg_nam:48,output_dim_idx:22,output_dtyp:22,output_fil:26,output_id:8,output_lay:[29,97],output_max_index:11,output_mem:[8,99],output_mod:26,output_nam:31,output_num:71,output_path:37,output_s:22,output_seg:91,outputbuff:38,outputgradi:83,outputh:8,outputw:8,outsid:[2,8,9,45,86],outter_kwarg:2,outupt:91,outv:102,outval_:65,over:[1,8,9,22,29,30,54,63,74,75,91,101,102,109],overal:[57,75,77,101,128],overfit:84,overhead:109,overlap:[7,8,102],overlap_threshold:[7,8],overload:[53,62],overrid:[33,35,52,66,89,102,103,105],overview:[39,40,41,89],overwhelm:101,overwrit:[52,111],own:[8,32,40,42,48,50,59,61,73,74,75,84,88,103,111,112,114,124,125],owner:[100,101],paam:15,pack:[91,124],packag:[2,13,14,39,43,44,56,65,85,93,94,101,103,108,114],pad:[9,22,66],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_h:22,padding_i:8,padding_w:22,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,24,26,27,29,30,33,34,35,37,43,45,52,55,56,57,60,64,65,66,67,68,69,71,72,76,78,82,84,85,88,89,91,93,94,96,97,99,100,101,102,103,104,106,108,109,110,111,112,113,114,115,116,120,122,124,128],paddle_begin_init_param:40,paddle_dir:103,paddle_element_typ:40,paddle_element_type_float32:40,paddle_element_type_float64:40,paddle_element_type_int32:40,paddle_element_type_int64:40,paddle_element_type_uint32:40,paddle_element_type_uint64:40,paddle_enforc:[33,66],paddle_enforce_eq:[103,105],paddle_error:[68,69],paddle_exampl:43,paddle_finish_init_param:40,paddle_get_param:40,paddle_gradi:40,paddle_init_num_gradient_serv:111,paddle_init_param:40,paddle_init_port:111,paddle_init_ports_num:111,paddle_init_ports_num_for_spars:111,paddle_init_pserv:111,paddle_init_trainer_count:111,paddle_init_trainer_id:111,paddle_init_use_gpu:111,paddle_job:43,paddle_manylinux_devel:93,paddle_matrix:[68,69],paddle_matrix_cr:69,paddle_matrix_get_shap:68,paddle_matrix_shap:68,paddle_new_etcd_pserver_cli:40,paddle_new_pserver_cli:40,paddle_on_cloud:43,paddle_output:115,paddle_paramet:40,paddle_pserver2:112,paddle_pserver_cli:40,paddle_pserver_client_releas:40,paddle_save_model:40,paddle_send_grad:40,paddle_train:[69,85,112],paddle_with_cuda:77,paddle_with_mkldnn:70,paddlepaddl:[1,2,4,8,9,13,14,15,29,34,35,37,40,41,42,43,44,45,51,52,56,57,58,60,62,67,71,72,73,76,77,80,81,82,86,91,92,95,97,99,100,101,102,103,104,108,109,111,112,116,117,118,127,128],paddlepaddle_gpu:96,paddlepaddlebook:94,paddlepadl:2,paddpepaddl:2,page:[101,114],pair:[7,23,24,26,32,33,45,58,73,77,82],pairwis:8,pakcag:34,paper:[8,20,22,57],para:38,paradigm:[44,50,82],paragraph:71,paragraph_data:71,paragraph_out:71,parallel:[44,45,47,74,77,82,90,100,109,111,114,115,120,122],parallel_for:44,parallel_nn:[6,119,120],paralleldo:46,parallelfor:44,param:[6,8,9,13,22,24,31,33,40,76,80,89,105],param_attr:[8,9,22,23,38,80,99],param_config_proto:40,param_initi:22,paramattr:[6,8,16,22,99],paramet:[1,2,4,7,9,10,11,13,14,15,18,21,22,23,24,26,28,31,32,33,34,36,38,42,44,45,46,48,50,52,54,55,57,58,59,61,67,71,73,74,78,81,86,88,91,93,97,101,102,103,104,105,107,110,112,122,125],parameter_block_s:[119,120],parameter_block_size_for_spars:[119,120],parameter_learning_r:6,parameter_list:[24,32,73],parameter_nam:[29,30],parameter_serv:30,parameter_valu:38,parameterattribut:[6,8,9,38],parameterclient_:38,parametermap:102,parametermutex_:38,parameters_:102,parameters_and_grad:[24,73],parameterserver2:38,parameterset:30,parameterupdat:76,parameterupdater_:38,parametr:8,params_grad:[73,113],paramt:114,paraspars:102,parent:[33,44,78,80,82,102],parent_:[33,86],parent_idx:80,parenthes:82,pars:[4,13,14,34,45,59,100,114,122],parse_config:4,parser:13,part:[2,7,8,22,23,32,33,42,45,54,66,67,78,80,89,99,102,108,109,111,113,128],parti:[100,109,124,125,126],partial:[8,29],partial_sum:8,particip:103,particular:[58,67,82,90,109],particularli:20,partit:[35,37,45,47,82,111,114],pass:[2,8,18,22,27,29,32,33,35,48,49,54,57,63,67,73,75,76,79,80,81,82,84,86,91,101,102,109,111,112,113,114,115,120],pass_gener:8,pass_id:[29,45,113],pass_idx:81,pass_num:113,passtyp:102,password:116,past:[30,94,97,114],patch:51,path:[1,2,7,13,14,15,29,35,39,40,43,63,72,81,93,94,111,114,115,120,122,124,125,126],path_to_paddlepaddle_working_directori:106,pattern:[14,35,68,75,84,114],paus:[35,42],pcie:74,pdf:[9,22],peephol:22,peer:74,pem:[30,37,114],pend:[35,39],peopl:100,pep425tag:96,pep8:101,per:[7,8,14,15,22,35,40,74,75,81,84,103,120],percal:108,perf_test:108,perfom:[120,122],perform:[1,8,9,20,22,31,40,45,49,53,54,57,63,74,76,77,81,82,84,89,90,99,100,102,103,107,111,119,124,125,126],perftool:[77,108],period:[1,35,42,120],permiss:[2,114],permut:22,peroid:[8,15],persist:[22,50,87,92,114],persistentvolum:114,persistentvolumeclaim:114,person:[7,30,62],perspect:[82,109],perturb:[31,102],pex:128,pfs:[37,52],pfsclient:37,pfspath:52,pgp:114,phase:[66,72,74,75,81,83,128],philosophi:[75,84],photo:57,physic:[125,128],pick:[2,22,114,125],pickl:[111,116],pictur:74,piec:[9,44,77,105,113],pil:[15,111],pillow:43,ping:101,pip:[85,93,95,97,101,106,108],pipe:13,pipelin:49,piperead:13,pivot:66,pixel:[2,8,13,14,45],pixels_float:2,pixels_str:2,place:[1,2,22,32,33,35,42,45,47,50,62,66,74,82,90,102,105,109,110,113],place_:[62,70,89,90],place_typ:104,placehold:[57,89,105],placement:47,plain:[1,7,8,13,43,67,69,70],plan:[35,44,66,82,102,124],platform:[33,55,66,70,77,89,90,96,101,103,104,105,110,114,124,125,126],pleas:[2,4,6,8,9,10,15,22,30,35,39,40,41,44,55,59,70,71,80,81,82,89,92,93,94,96,99,100,101,102,103,105,106,108,111,113,114,124,125,126],plot:30,plu:[8,31],plug:[74,75],pne:103,pnpairvalidationlay:120,pnpairvalidationpredict_fil:119,pod:[37,43,44,114,115],pod_nam:114,point:[22,33,35,43,53,63,66,74,89,100,101,103,105,108,109,124,128],pointer:[33,40,59,63,70,80,82,86,89,105],polar:14,polici:[22,114],pollut:42,polyak:75,ponit:59,pool3:102,pool:[2,9,22,28,46,63],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:[9,22],pool_siz:[2,8,9,22,23],pool_size_i:8,pool_strid:[9,22,23],pool_typ:[8,9,22,23],pooled_height:8,pooled_width:8,pooling_lay:9,pooling_typ:8,poolingtyp:11,pop:[33,50],popul:40,popular:[34,57,59,77],port:[34,44,108,111,113,114,115,119,120],port_num:119,portabl:59,portal:106,ports_num:[111,120],ports_num_for_spars:[38,111,119,120,122],pose:35,posit:[2,7,8,9,22],positive_label:7,possibl:[30,33,39,47,63,80,84,92,109],post:[43,51],postpon:84,potenti:[53,109],power:[53,63,74,105,128],ppo_workspac:106,pprof:108,practic:[99,102],pre:[2,8,9,14,30,40,62,63,93,101,114,115,124,126],pre_activ:80,pre_bia:80,pre_stat:[71,91],preambl:80,precis:[7,49,53,75,93],precision_evalu:7,precompil:50,pred:[59,63],predecessor:63,predetermin:[8,120],predic:14,predict:[2,3,7,8,22,29,45,84,97,99,120],predict_fil:120,predict_lay:29,predict_output_dir:[119,120],predict_sampl:4,prediction1:29,prediction2:29,prefer:[54,62],prefetch:[38,102],prefix:[7,9,35,37,72,114],pregrad:102,prepand:80,prepar:[4,31,43,76,99,117],prepend:[22,80],prepend_oper:80,preprocess:[14,15,91,115],present:[30,32,33,77,91],preserv:52,press:20,prev_batch_st:[119,120],prev_cel:22,prev_cell_data:22,prev_hidden:22,prev_hidden_data:22,prevent:[1,10,30,35,39,42,48,84,108],preview:[82,106],previou:[8,9,22,29,32,35,47,52,71,72,102,108,114,120],previous:[8,115],previous_memori:33,price:[14,82,97],prim:66,primari:[54,58],primarili:[75,84],primer:101,primit:[53,65,66,74,91],primitive_desc:66,primitivedesc:66,principl:[30,34,70],print:[6,29,30,45,54,59,80,96,97,108,116,120],print_graphviz:59,printallstatu:109,printer:7,printstatu:109,priorbox:8,prioriti:82,prite:7,privat:[33,69,77,80,86,87,88,89,91,101,105],privileg:[100,114],pro:74,prob:[7,29,97],probabilist:8,probabl:[7,8,22,29,72,94,99,101],problem:[4,8,30,31,34,42,54,57,58,75,82,84,96,100],proc:94,proce:[13,35,81,94,114],procedur:[33,67,105,125],proceed:20,process:[1,2,4,6,8,9,13,22,30,32,33,37,38,39,42,44,45,49,50,54,55,59,63,65,67,74,84,88,90,99,101,108,111,112,114,115,120,122],process_num:13,processor:[53,109],produc:[8,9,13,22,35,54,59,81],product:[8,9,22,23,43,54,102,114,115],productgraph:115,prof:108,profil:[16,52,77],profilerst:77,proflier:[77,109],program:[1,13,18,20,22,26,30,32,37,40,42,45,47,50,58,60,63,73,74,77,81,82,86,92,108,109,112,120],programdesc:[44,45,50,54,63,67,79,80,83,92],programm:[45,54,80],progress:[35,39,120],proivid:2,proj:8,project:[8,9,43,69,99,102,103],promis:[8,9,72],prompt:[52,54,113],prone:30,prop_kind:66,propag:[8,10,32,54,75,103,120,122],proper:[62,111],properli:[62,100,113],properti:[2,59,84,120],propos:[33,46,47,72,73,74,75,91],proprietari:65,protect:[53,88,102,103],proto:[11,62,67,70,78,82,88,92,103],proto_:88,protobuf:[29,33,43,44,45,50,54,55,58,59,63,67,78,80,82,83,88],protoc:[124,126],protocol:[7,110,120,128],provi:111,provid:[8,14,22,30,33,40,43,44,49,50,53,54,57,59,61,62,70,74,75,77,80,84,88,89,91,94,97,105,108,109,111,112,113,114,124,125,128],providermemory_threshold_on_load_data:119,provis:[114,128],provod:2,prune:[8,33],ps_desir:35,pserver:[29,38,40,41,43,82,111,113,114,119,120],pserver_addr:40,pserver_cpu:43,pserver_endpoint:113,pserver_id:36,pserver_mem:43,pserver_num_thread:[38,119,120],pserver_prog:113,pserver_spec:29,pserver_startup:113,pserverstart_pserv:119,pseudo:[30,32,43,83,91],pseudocod:91,psize:102,ptr:[69,89],pub:116,publish:124,pull:[34,82,85,101,124],purpos:[8,35,45,47,62,109],push:[33,50,54,77,85,101],push_back:102,put:[34,35,38,47,63,66,80,89,102,113,115,124],pvc:114,pwd:[93,94,100,106,124],pxe:128,py_paddl:4,pybind:[33,53],pydataprovid:[1,2],pydataprovider2:[3,4],pypi:96,pyramid:8,pyramid_height:8,python2:108,python3:96,python:[1,2,3,22,29,30,33,41,49,50,54,56,57,58,59,62,68,72,76,77,82,85,89,91,93,94,96,97,99,100,101,106,110,111,113,116],pytorch:[54,77],qualcomm:53,queri:[7,8,23,114],query_id:7,question:[8,30,44,47,88,113,114],queue:47,quick:[59,120],quick_start:[43,114,115,117],quick_start_data:115,quickli:[72,80,82],quickstart:115,quit:[72,109],r14b:124,r_h_val:22,r_t:8,rais:[13,22,48,59,111],rajathkmp:57,ran:[47,109],rand:[57,109,120,122],random:[2,6,8,13,20,37,57,70,76,80,81,103,111,120],random_crop:15,random_imag:37,randomli:[15,42],randomnumberse:119,rang:[2,8,13,20,22,37,44,45,53,57,63,77,81,88,101,113,120,122],rank0:74,rank1:74,rank:[8,22,30,91,105,114],rank_tabl:22,rankdir:59,ranktabl:22,rapid:83,rare:2,raspberri:127,raspberry_pi:126,raspberrypi:126,raspbian:126,rate:[6,7,8,9,10,14,40,102],rather:[4,32,43,57,91,114],ratio:[8,120],raw:[8,22,67],rdma:120,rdma_tcp:[119,120],reach:[35,63,74,109],read:[1,2,13,15,22,29,30,32,35,37,44,45,47,54,55,81,82,91,94,99,100,106,111,114,124,128],read_from_arrai:63,read_from_realistic_imag:30,read_from_rng:30,read_lock:36,read_minibatch:54,read_mnist_imag:30,read_ranking_model_data:30,readabl:[77,82,108],reader:[0,14,29,37,45,53,57,58,78,108,111,113],reader_cr:37,reader_creator_bool:81,reader_creator_random_imag:[13,81],reader_creator_random_image_and_label:[13,81],readi:[35,114,115,128],readlockguard:38,readm:69,readonesamplefromfil:2,readwritebuffer_:38,readwritemani:114,real:[2,8,22,38,57,81,111],realist:30,realiz:[33,71],realli:[54,84],reaon:104,rearrang:22,reason:[9,30,31,35,54,101,113,115],recal:7,receiv:[35,43,45,47,71,113],recent:[63,75],reciev:120,recognit:[2,8],recommand:2,recommend:[1,9,22,30,93,94,95,99,101,102,106,111,112,120,124],recompil:109,record:[13,39,66,77,88,114],recordev:77,recordio:[13,14,30,37,39],recov:[35,91],recover:82,recoveri:39,rectifi:[8,20],recurr:[64,71,86],recurrent_group:[9,99],recurrent_lay:9,recurrent_op:91,recurrentgradientmachin:[69,72,91],recurrentgroup:7,recurrentlay:[64,120],recurs:[32,33,34,52,63,82],recv:[44,45,47,74,114],recvparametertyp:38,red:[57,108],redirect:13,reduc:[8,22,47,53,74,82,94,101,108,112,120,122],reduce_by_kei:82,reduce_mean:57,refactor:[45,47,58,72,75,76,80,84,91],refer:[1,4,6,8,9,10,15,20,22,23,26,31,33,35,39,40,41,44,53,59,66,70,71,74,78,80,82,84,86,89,91,92,93,94,99,100,102,103,105,113,115,124,125],referenc:39,reflect:39,reformat:101,refrain:103,reg:88,regard:128,region:[8,86,109],regist:[63,70,83,89,90,102,109],register_gpu_profil:109,register_lay:102,register_op:[56,82,83,88,103],register_op_cpu_kernel:[89,103],register_op_cuda_kernel:[89,103],register_op_kernel:104,register_op_without_gradi:[82,103],register_oper:[61,83],register_tim:38,register_timer_info:109,registerop:88,registr:[103,104,110],registri:[43,61,89,115,128],regress:8,regular:[6,16,24,32,102,114],regularization_coeff:27,reiniti:66,reinstal:93,rel:[1,9,31,42,84,103,124],relat:[2,35,42,43,53,70,77,86,90,101,108,115,125,126,128],relationship:[83,89],releas:[85,114,124,125,126],relev:103,reli:[31,44,72,73,75,84,103,108],reliabl:[35,84],relu1:59,relu2:59,relu:[8,57,59,63,102],relwithdebinfo:108,remain:91,remaind:22,rememb:[8,101],remind:89,remot:[6,34,38,45,82,101,102,114,120,122],remoteparameterupdat:[38,41,120],remov:[13,22,32,45,52,54,72,101,120,124,125],ren:20,renam:[32,52,53,96],reorder:66,reorder_primit:66,reorgan:8,repeat:[22,33,58,78,79,87,88,92,108],repeatedli:[58,63],replac:[34,39,61,75,83],repli:101,replic:45,replicaset:43,repo:[34,101,106,126],report:[39,53,54,77,109],reportdataset:39,repositori:[8,106,124],reprenset:22,repres:[2,4,8,9,22,23,32,33,39,44,45,47,48,54,59,67,70,72,75,80,82,84,87,89,91,92,99,102,114],represent:[8,22,40,45,55,57,58,63,70,72,87],reproduc:100,request:[34,35,38,42,44,82,85,101,114,115,128],requir:[1,2,7,8,24,30,32,35,40,42,43,45,47,48,52,53,59,63,65,71,75,77,78,79,82,84,87,88,92,96,100,101,102,103,106,111,114,115,124,126,128],requisit:63,rerun:103,research:[14,45,54],reserv:[2,22,52],reserveoutput:102,reset:[8,18,22,35,49],reset_program:[18,49],resetingrad:65,resetinvalu:65,resetoutgrad:65,resetoutvalu:65,resetxxx:65,reshap:[31,81,105],reshape_s:8,resid:[22,100],resiz:[15,38,89,103,105],resize_s:15,resize_short:15,resolv:[34,101,115],resourc:[45,50,74,77,89,104,114],respect:[2,22,31,48,53,57,71,99,102,120],respons:[8,38,45,49,57,74,75,76,84,114,115],rest:[2,22,33,43,51,55,90,128],restart:[35,40,114,115,128],restartpolici:[114,115],restor:[31,75],restrict:[84,86,108,120],result:[4,5,7,8,21,22,26,29,31,32,39,49,57,58,59,63,67,72,73,74,76,103,105,108,109,110,114,120],result_fil:7,resum:42,retain:105,retran:114,retriev:[33,72,86,100,102,108,115],retriv:111,return_op_list:24,return_seq:9,reuqest:85,reus:[33,42,72,81,82,102,103],rev:100,revamp:45,reveal:[30,108],revers:[8,9,22,32,99],review:[14,44,115],reviews_electronics_5:115,rewrit:[34,103],rgb:[8,15],rho:10,rid:54,right:[2,8,31,32,33,34,43,49,63,82,84,101,104],ring:74,risk:32,rkt:[43,100],rmsprop:75,rmspropoptim:75,rnn:[8,9,33,54,57,72,80,82,86,107,119],rnn_bias_attr:99,rnn_layer_attr:99,rnn_out:99,rnn_output:91,rnn_step:8,rnn_use_batch:[64,119,120],rnnalgorithm:72,rnnlm:14,rnnstep:91,roadmap:91,robust:[8,20],rocmplac:70,roi:8,role:[14,30,39,40,45,74,113,114],rollback:80,root:[10,11,32,74,114,115,125],rot:8,roughli:2,round:[53,74],routin:[53,65,74],row:[4,7,8,13,22,38,102],row_id:8,rows_:87,rpc:39,rpcserver:39,rpi:126,rpi_arm_neon:126,rpi_toolchain:126,rsize:114,rtk:128,rtype:13,rule:[7,22,32,45,48,54,58,102,114],run:[30,31,32,33,34,35,43,44,45,46,47,49,53,54,55,56,57,58,59,63,66,70,71,73,74,75,77,78,79,80,82,85,86,87,89,90,95,96,97,100,101,102,104,105,106,108,109,111,112,113,114,116,117,118,120,124,125,126,128],run_test:93,runinitfunct:109,runnabl:47,running_on_cloud:43,runserv:106,runtim:[1,2,26,33,44,45,61,71,82,92,94,104,112,124],runtime_table_:33,s_block:32,s_recurrent_group:99,sacrif:1,safe:43,sai:[8,55,58,60,63,81,100,120,122],said:54,sake:102,same:[2,4,7,8,9,20,22,29,30,31,39,40,42,44,45,56,57,59,62,63,71,72,74,80,82,83,86,90,91,93,99,103,104,105,112,113,114,122],samping_id:8,sampl:[2,4,7,13,14,22,49,57,80,88,94,111,112,120,122],sample_id:7,sample_num:7,sampler:57,satifi:[7,63],satisfi:[34,66,87,96,114],save:[2,8,13,29,35,37,39,40,43,44,45,58,59,63,67,75,87,92,100,111,114,115,120,122],save_dir:[115,120,122],save_only_on:[119,120],save_parameter_to_tar:29,save_persist:113,saving_period:[119,120],saving_period_by_batch:[119,120,122],saw:2,scalabl:82,scalar:[2,8,22,32,33,60,91],scale:[5,20,45,47,75,83,88,103,111],scaleop:103,scaleopmak:[82,103],scalingproject:8,scan:[32,39,63,82],scatter:[8,32,74],scenario:[72,119],scene:119,schdule:114,schedul:[39,43,47,114],scheduler_factor:6,scheme:[7,10,38,84,103],scienc:63,scope:[31,44,46,50,55,90,110],score:[7,8,22,23,72],scp:116,script:[4,14,74,93,100,103,111,112,114,116,124],sdk:125,search:[8,35,86,93,99,120],second:[2,8,22,30,44,52,54,57,59,71,72,78,79,81,86,88,103,112],secret:114,section:[2,32,47,54,80,99,101,102,108,114],see:[2,4,8,9,22,30,32,35,44,47,53,54,80,101,103,105,108,109,113,114],seed:[20,22,109,120],seem:[34,53,54,96],seen:[23,84,103],segment:[7,22,71,91,105],sel_fc:8,selcet:8,select:[8,22,72,114],selected_generation_scor:72,selected_id:[8,72],selected_indic:8,selected_row:[87,92],selected_rows_desc:[87,92],selected_scor:72,selectedrow:[61,92],selectiv:8,selector:115,self:[31,48,49,57,59,63,64,65,67,73,80,91,102,103],self_addr:44,selfnorm:8,semant:[14,30,72,85],semat:30,send:[35,40,44,45,47,62,74,82,88,101,111,113,114,120],send_back_parameter_typ:38,sendbackparameterspars:38,sendbackparametertyp:38,sendparameterrequest:38,sendparameterrespons:38,sens:[75,84,101,108],sensit:8,sent:[30,40,44,45,82,88,92,115],sentenc:[2,8,14,54,71,72,91,99],sentence_input:91,sentiment:2,sentimental_provid:2,separ:[2,7,22,26,40,45,56,75,83,84,111,113,120],seper:91,seq:[8,14],seq_len:91,seq_pool:8,seq_silc:8,seq_text_print:7,seq_typ:[2,13],seqtext_evalu:7,seqtoseq:8,seqtoseq_net:8,sequel:2,sequenc:[2,5,7,8,9,11,13,14,22,23,32,33,44,50,54,58,64,73,78,91,101,102],sequence_group:8,sequence_nest_group:8,sequencesoftmaxop:22,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,33,44,99],seri:[9,96],serial:[2,29,33,39,67,76,82],serializ:[82,92],serv:[45,53,82,91,94,109,111,114],server:[30,34,38,41,42,45,55,74,82,93,102,112,119,128],server_endpoint:113,serverless:35,servic:[108,111,128],sess:[57,59,73],session:[59,73,79,109],set:[1,2,4,6,7,8,9,13,14,15,22,23,26,29,30,32,35,43,57,61,63,66,70,71,72,77,79,80,82,83,86,89,91,93,99,100,101,102,103,105,106,107,108,109,111,112,113,114,115,119,120,122,125,126],set_active_typ:102,set_attr:48,set_default_parameter_nam:6,set_drop_r:102,set_float_el:31,set_input:[8,48],set_output:48,set_siz:102,set_typ:[48,102],setdatatyp:87,setdefault:103,setp:114,setq:100,settup:102,setup:[2,45,75,85,102,103,128],sever:[2,7,8,31,38,45,47,57,71,72,74,76,77,80,87,89,91,93,111,112,114,122],sexstant:128,sgd:[24,29,30,35,43,47,75,76,87,110,111,113],sgd_optim:[110,113],sgdasync_count:119,shall:[32,34],shaoq:20,shape:[7,8,13,18,22,23,29,31,32,33,45,57,60,70,71,78,80,82,87,89,103,105,110,113],shard:[35,36,37,38,39,40,42,45,47,111,114],share:[8,22,34,57,69,76,80,82,84,89,91,100,103,109,120],shared_bia:9,shared_bias:8,shared_librari:34,shared_ptr:[66,68,69,86,89,105],shell:[94,114],shift:[8,22],shorten:8,shorter:15,should:[2,4,6,7,8,13,15,18,20,22,24,26,27,29,30,31,32,33,40,43,45,48,49,53,55,56,57,61,62,66,70,71,72,73,75,76,77,78,81,82,83,84,87,88,90,91,92,97,99,103,104,106,112,114,124],should_be_fals:30,should_be_tru:30,should_shuffl:2,show:[4,7,10,32,33,35,52,54,60,63,67,71,74,75,78,91,96,100,105,111,114,115,120],show_check_sparse_distribution_log:[119,120],show_layer_stat:[119,120],show_parameter_stats_period:[115,119,120,122],shown:[2,8,30,45,49,74,77,99,102,105,109,114],shrink:102,shrink_rnn_memori:22,shrunk:48,shuffl:[2,13,45,113],sid:114,side:[8,29,45,49,63,76,105,111],sig:114,sigint:112,sigmod:88,sigmod_op:88,sigmod_output:88,sigmoid:[8,23,33,88,91,102],sigmoidactiv:9,sign:[51,67,114],signal:112,signatur:114,signific:109,similar:[8,22,33,44,45,47,50,54,72,75,77,81,82,84,89,90,91,103,108,114,128],similarli:[8,13,54,63,103],simpl:[1,2,5,7,8,9,13,14,22,24,29,44,47,53,55,58,59,63,71,75,78,84,86,88,91,109,113,120],simple_attent:99,simple_gru:99,simple_lstm:8,simple_rnn:[8,99],simple_transform:15,simpler:76,simplest:114,simpli:[1,8,15,30,40,45,94,97,99,109],simplifi:[30,72,80,88,102,115],simul:[54,125],simultan:114,sinc:[8,9,35,39,41,42,45,46,54,61,63,66,70,75,80,81,83,84,91,105,109,113,114,125,128],sincer:101,singl:[2,7,9,13,22,32,35,45,47,49,53,62,74,82,86,93,97,102,108,111,115],singleton:[44,46],sinlg:29,sit:45,site:[34,108,114],situat:[32,79,90],size:[2,7,8,9,13,14,15,22,23,29,35,37,38,40,45,53,57,63,67,72,75,80,81,87,88,89,91,94,97,99,102,103,105,110,113,120,124,125,126],size_a:8,size_b:8,size_in_byt:66,size_t:[38,89,91,102],sizeof:33,skip:[32,81,101,112,114],slice:[22,44],sliceproject:8,slide:[8,10,14,35],slight:54,slightli:57,slope:[8,22],slopeinterceptlay:8,slow:[2,109],slowli:[100,108],small:[2,8,14,22,31,44,55,57,65,72,101,102,120],small_messag:[119,120],smaller:[22,31,35,53,72,101],smart:86,smooth:8,snap:115,snapdragon:53,snapshot:[36,42,114],snippet:[56,73,99,102,109,114],sock:43,sock_recv_buf_s:[119,120],sock_send_buf_s:[119,120],socket:120,soft:22,soft_label:22,softmax:[8,9,22,30,33,45,47,54,59,60,72,78,99,102],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxoutput:59,softrelu:22,softwar:[2,53,77,109,128],solid:57,solut:[74,128],solv:[30,32,63,82],some:[2,6,8,13,15,29,30,32,33,34,38,39,40,42,43,45,47,48,53,55,56,57,58,62,63,66,70,71,72,73,78,79,80,81,82,83,86,89,90,91,101,102,103,104,105,109,111,114,119,120,122,124,125,126,128],some_c_api_funct:69,some_inst:69,some_op:[61,71,91],some_python_class:68,somecppclass:68,somedata:29,somegotyp:68,someth:[2,32,38,80,100,101,108],sometim:[8,77,81,100,109],somewhat:40,somewher:86,soon:35,sophist:102,sort:[8,14,22,91,108,114,120],sort_by_length:91,sourc:[8,14,31,34,52,54,57,65,67,69,72,81,82,99,100,108,111,114,115,125],source_dict_dim:[72,99],source_dict_s:72,source_language_word:[72,99],space:[7,8,47,53,80,84,99,100,109],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,span:77,spars:[2,6,8,10,13,22,38,102,105,111,114,120],sparse_binary_vector:[2,13],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:38,sparse_upd:[6,38],sparse_value_slot:13,sparseparam:102,sparseprefetchrowcpumatrix:102,spatial:8,spatial_scal:8,speak:99,spec:[114,115],specfii:120,special:[8,22,32,40,45,53,55,61,70,72,73,103],specialvartypeinfer:61,specif:[1,2,22,23,29,32,34,35,45,48,52,55,72,82,86,89,100,103,113,122,124],specifi:[1,2,7,8,18,22,30,31,38,39,40,43,44,45,46,48,49,50,52,57,67,77,80,86,88,91,94,99,100,101,102,105,106,108,114,120,124,125],speech:8,speed:[8,9,53,67,74,75,93,128],speedup:77,sphinx:[68,106],split:[2,8,13,23,42,44,46,54,60,72,82,91,111,114,122],split_count:[111,114],spread:32,sql:1,sqrt:20,sqrt_x:22,squar:[8,10,11,59],square_error_cost:[110,113],srand:120,src:[34,66,111],src_backward:99,src_embed:[72,99],src_forward:99,src_primitive_desc:66,src_root:4,src_word_id:[72,99],src_word_vec:72,sreializ:92,srl:14,ssd:8,ssh:[114,115,116,126],ssh_server:112,sstabl:30,stabil:[8,31,63,103],stabl:[85,114],stack:[22,50,82,91,114],stackexchang:8,stage:[34,41,46,57,63,66,92,112,124],stale:35,stamp:109,standalon:124,standard:[6,13,20,22,54,82,84,96,100,108],stanford:[14,31,115],star:34,start:[8,9,22,29,32,34,35,38,39,40,42,43,45,46,72,74,76,77,93,94,96,99,100,108,109,112,116,120,123],start_mpi_train:116,start_op_idx:32,start_pass:[119,120],start_po:8,start_pserv:120,startup:[22,35,43,54,114],startup_program:[18,22,24],stat:[109,120],state:[8,9,18,22,24,33,35,49,50,71,72,77,86,91,99,104,115,120],state_act:[8,9],statem:63,statement:[54,58,63,102,114],static_cast:[66,105],staticinput:[8,99],statist:[8,18,20,49,77,120],statset:109,statu:[43,72,109,114,115],status:115,std:[29,34,38,59,61,62,66,68,69,77,79,82,83,86,88,89,102,103,105,120],stdbuf:111,stderr:112,stdout:[13,112],step1:22,step:[4,8,9,11,22,24,31,33,35,40,45,47,49,54,57,58,64,72,75,76,80,82,88,91,93,94,99,101,102,108,109,111,114,115,116,124,126,128],step_gradi:32,step_id:91,step_input:91,step_net:33,step_output:91,step_scop:82,stepnet:[33,71,82,86],still:[32,39,42,45,54,63,83,96,105],stirng:80,stmt1482205552000:114,stmt1482205746000:114,stochast:[10,35,39,42,75,111],stop:[8,80,100,112,115,120],stop_gradi:[22,80],storag:[51,53,111,114,115],store:[7,8,14,22,29,31,33,34,38,50,59,61,67,70,72,76,78,80,82,83,84,86,91,102,103,105,106,111,114,115,116,120,125,126],str:[15,18,22,29,32,43,91,122],straight:[78,81,87],straightforward:66,strategi:[2,11,35,80,120],stream:[13,45,66,77,89,104],stream_:89,streamid:26,street:8,strict:[81,111],stride:[8,9,22,66,70],stride_h:22,stride_i:8,stride_w:22,stride_x:8,string:[1,2,7,8,13,15,22,26,29,32,33,39,52,59,62,67,77,78,79,80,82,83,86,87,88,92,102,103,114,120],strip:108,strongli:111,struct:[39,40,51,53,61,62,69,70,77,83,88,90,104],structur:[32,33,39,54,57,67,72,78,80,82,87,112,114],sts:114,stuff:101,stun:2,style:[2,8,82,88,93],sub:[7,8,13,22,30,32,42,44,47,57,63,71,74,76,80,99,102,124],sub_block:32,sub_nest_seq:8,sub_sequ:[2,8],subclass:[24,80],subcommand:52,subgradi:10,subgraph:[47,57],submiss:45,submit:[66,82,106,111,114,119,120],subnet0:114,subnet:[30,114],subobjectpath:115,subscript:22,subsequ:[8,74],subsequenceinput:8,subset:[22,102],succ:63,succeed:[39,115],success:[8,40,114,115],successfulcr:115,successfulli:103,successor:120,sucess:63,sucessor:63,sudo:[100,114],suffer:31,suffici:120,suffix:[18,43,96,111],suggest:[8,34,101,109],suit:128,suitabl:[87,120],sum:[8,10,23,32,33,36,46,61,80,99,102],sum_op:32,sum_x:22,sume:22,summar:[57,77],summari:77,summat:22,sumopgradmak:83,sun:20,supercomput:63,suppli:[22,87],support:[6,7,8,10,11,13,15,22,23,31,33,35,42,43,44,45,47,54,56,57,63,66,67,70,72,75,76,77,79,81,82,83,84,87,90,93,94,96,97,99,100,102,103,105,106,109,111,114,120,124,125,126,128],support_inplac:63,suppos:[9,22,23,34,44,56,87,102],suppress:[8,52],sure:[22,93,100,102,108,113,114],surpass:[8,20],sutibal:89,svs:88,swagger:51,swig:[4,41,68,69,93,124,125],swig_paddl:4,switchop:33,sychron:74,symbol:[8,33,59,69,96],symbols_ready_:33,symbolt:[33,82],symlink:101,sync:[35,75,84,120],sync_with_cpp:108,syncflag:102,synchron:[35,39,66,74,77,111,114,120],syntax:[44,50,54,72,81],sysroot:124,system:[33,34,35,40,42,45,47,51,56,57,63,65,93,94,96,103,106,108,111,115,124],t_max:22,t_min:22,tab:96,tabl:[2,7,8,22,33,44,54,61,67,87,92,125],tablelookup:87,tablelookupgrad:87,tablelookupop:87,tableproject:8,tag:[7,14,85,94,99,111],tagtyp:7,tail:72,take:[2,4,7,8,9,13,22,29,30,32,33,34,35,42,44,45,48,50,53,55,57,58,60,61,63,66,70,75,78,79,80,81,82,83,89,90,91,93,99,100,101,102,103,104,108,109,111,113,114,115],taken:[2,8,48,59,63,70,91],talk:[40,55,126],tangl:108,tanh:[8,9,57,72,99,102],tanhactiv:9,tanhshrink:22,tar:[15,29,114],tarbal:114,target:[8,14,22,24,29,32,33,34,48,50,57,59,73,79,82,93,99,103,124,125,126],target_block:[32,48],target_dict_dim:99,target_dict_s:72,target_dictionary_dim:8,target_language_embed:8,target_language_word:99,target_link_librari:34,target_word:72,targetinlink:8,task:[2,7,8,45,67,72,77,88,99,113,122],task_queu:39,taskentri:39,taskqueu:39,tbd:[41,66],tcp:[114,120],tear:109,tech:113,technic:[32,35],techniqu:[63,99,102,108],technolog:[54,100],tee:115,tell:[35,39,40,72,88,94,109,124],templat:[56,66,88,89,103,104,105,115,128],tempor:[8,22],temporari:[18,32,43,50,63,75,80],tempori:63,ten:100,tensor:[22,23,31,34,44,46,47,53,54,55,57,59,61,62,66,67,70,71,72,87,91,92,103,110],tensor_arrai:44,tensor_array_read:91,tensor_array_s:91,tensor_array_stack:91,tensor_array_unstack:91,tensor_array_writ:91,tensor_data:67,tensor_in:90,tensor_s:31,tensor_test:34,tensor_to_check:31,tensorarrai:46,tensorarraydesc:91,tensordesc:[67,87],tensorflow:[33,44,45,47,54,57,60,84,91,105],term:[8,9,22,35,83,84],termin:115,terminolog:63,tese:1,tessorarrai:91,test100:14,test10:14,test1:37,test:[1,2,8,13,14,15,29,30,31,34,59,69,75,81,85,97,100,105,109,110,111,116,119],test_:103,test_all_data_in_one_period:115,test_check_grad_ingore_i:103,test_check_grad_ingore_x:103,test_check_grad_norm:103,test_check_output:103,test_data_dir:111,test_fcgrad:102,test_gpuprofil:109,test_layergrad:102,test_list:2,test_mkldnn:65,test_mklpack:64,test_mul_op:[93,103],test_norm:103,test_pass:[119,120,122],test_period:[119,120,122],test_recurrent_op:101,test_wait:[119,120],testa:30,testb:30,testbilinearfwdbwd:109,testcas:103,testconfig:102,testfcgrad:102,testfclay:102,testlayergrad:102,testmodel_list:119,testmulop:103,testq:30,testresult:29,testsave_dir:119,testutil:102,text1:52,text:[1,2,7,9,13,22,30,67,71,77,114],text_fil:13,tflop:109,tftp:128,tgz:[14,96],than:[2,4,6,7,8,9,22,32,35,43,44,48,54,55,56,57,80,82,84,91,93,99,100,102,111,113,114,124,128],the_step:54,theano:54,thehalf:22,thei:[2,8,18,20,22,27,30,32,34,35,40,42,44,47,48,52,54,57,58,62,63,72,73,77,80,82,88,91,92,99,100,101,102,103,105,109,111,113,114,119],them:[1,2,7,8,9,15,22,30,31,32,34,35,38,43,47,48,54,55,56,61,62,63,72,80,81,82,83,86,87,88,90,91,92,100,101,103,106,109,113,114,119,120],themselv:[32,34],theori:[54,109],therefor:[32,63,75],therein:[8,33],theta:57,theta_d:57,theta_g:57,thi:[1,2,6,7,8,9,10,13,14,15,18,20,21,22,23,24,26,27,29,30,31,32,33,34,35,38,39,40,41,42,43,44,45,46,47,48,49,50,53,54,55,56,57,58,59,62,63,66,70,71,72,73,74,75,76,77,78,80,81,82,83,84,87,88,89,90,91,94,96,97,99,100,101,102,103,104,105,106,108,109,110,111,113,114,115,120,122,124,125,126,128],thin:61,thing:[2,45,57,82,89,109],think:[30,34,113],third:[8,35,59,103,108,109,124,125,126],third_parti:[8,65,124,125,126],thirt:100,those:[8,33,34,35,56,58,59,60,78,124],though:[91,128],thought:[34,109],thread:[44,46,77,102,108,109,120,122],thread_count:46,thread_id:77,thread_id_:77,thread_local_rand_use_global_se:[119,120],thread_pool:46,threadblocks:26,threadid:122,threadloc:109,threadpool:44,three:[2,7,8,22,31,32,35,49,53,54,55,58,66,72,73,76,77,78,81,89,120,124],threshold:[6,7,8,22,35,39,48,101,120],thresholdedrelu:22,through:[4,8,23,32,34,35,39,41,49,63,73,75,99,102,103,106,109,110,111,125],throughout:50,throughput:[109,111],thrust:82,thu:[2,8,22,42,49,59,63,102,114],tier:115,time:[2,8,9,11,13,22,29,30,31,34,35,39,42,45,47,48,54,56,61,63,64,70,71,72,74,77,80,81,82,83,87,88,91,92,93,99,100,105,108,109,115,120,122,128],timelin:[8,77,82,109],timeo:114,timeout:[35,39],timeout_sec:13,timestamp:[8,36],timestep:[2,8,86],tip:[124,125],titan:63,titl:14,tls:51,tmp:80,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:29,todo:[7,13,14,33,35,39,42,72,88],toend:8,togeth:[2,8,9,13,29,32,91,99,113],token:[7,8,22,30,99],toler:[29,31,93,103],too:[14,31,44,48,66,90,91],took:128,tool:[77,93,96,99,100,108,113,114,124,126],toolchain:[108,124,125],top:[7,22,29,71,72,103],top_k:[7,22,72],top_level_rnn:71,topic:66,topk_generated_scor:72,topk_id:72,topk_indic:22,topk_out:22,topk_scor:72,toplevel:100,topolog:[30,35,45,59,63,67,76],topoloi:59,topolopi:29,torch:[33,54],toronto:14,total:[22,29,35,47,49,74,77,81,108,109,111,115,128],total_pass:81,tottim:108,toward:54,trace:[33,55,57],track:[35,39,59,80],tractabl:8,tradit:[8,33,53],traffic:45,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,32,33,37,39,40,42,44,48,49,50,54,55,57,58,63,64,67,74,75,76,77,78,79,80,82,84,87,89,92,99,102,107,109,117,118,119,125],train_config_dir:114,train_data:111,train_data_dir:111,train_id:114,train_list:[2,111],train_loop:54,train_read:[45,113],trainabl:[8,67,80],traindot_period:119,trainer:[2,4,30,36,37,38,39,41,45,47,55,64,65,75,76,82,102,112,113,120,122],trainer_config:[1,2,114,115],trainer_config_help:[2,102],trainer_count:[97,111,114,115,119,120,122],trainer_cpu:43,trainer_cr:43,trainer_gpu:43,trainer_id:[111,114,120],trainer_intern:38,trainer_mem:43,trainer_packag:43,trainer_prog:45,trainerid:42,training_rol:113,trainingjob:45,trainingtest_period:119,trainonebatch:38,tran:[66,102,120],trane:2,trans_var:90,transact:[35,39],transfer:[1,2,63,77],transform:[8,9,15,22,82,99,102,105],transform_param_attr:9,transformed_st:9,translat:[8,9,63],translation_id:72,translation_scor:72,transpar:[72,112],transpil:[44,113],transport:120,transpos:[8,15,102],transpose_i:22,transpose_x:22,transposedfullmatrixproject:8,travel:2,travers:[32,58,63],travi:101,treat:[8,22,33,40,63],treatment:[40,53],tree:[8,33,44,50,54,80,110,120,126],trg_dic_siz:72,trg_embed:[72,99],triain:1,trick:72,tricki:68,trigger:[42,76],trim:8,trivial:[2,72,91],true_block:[33,60,78],true_imag:81,true_label:81,true_neg:49,true_posit:49,true_read:81,truth:[7,8,22],tune:[6,107,108],tuninglog_barrier_abstract:119,tupl:[2,8,9,13,14,15,18,22,23,29,32,80,81],ture:8,turn:[8,22,80,81,94],tutori:[93,94,99,102,103,108,109,114,116,117,118,125],twice:[47,57,113],twine:85,two:[1,2,7,8,9,22,23,30,32,40,41,42,43,44,45,49,52,53,54,55,57,58,61,63,67,70,72,75,77,78,81,82,83,84,86,87,88,90,91,92,93,99,103,105,109,112,114,122,124,126],txt:[2,34,43,52,64,65,102,106,111,114,116],type:[2,7,8,9,11,13,14,15,18,22,23,24,29,30,32,33,35,38,39,42,43,45,51,52,53,55,61,62,66,67,68,69,71,72,78,79,80,81,82,83,84,87,88,89,90,92,97,99,100,102,104,105,111,114,115,120,122,125],type_nam:88,typedef:[40,53,68,69,70,89,104],typeerror:48,typeid:88,typenam:[56,88,89,103,104,105],typic:[4,7,45,109,125],ubuntu:[85,96,97,108],ubyt:81,uci:14,uci_h:[97,113],ufldl:[8,22],uid:115,uint16_t:53,uint32:[51,67],uint32_t:77,uint64:[67,68],uint64_t:68,unawar:40,unbalanc:120,unbound:[63,99],unclear:42,uncreat:32,under:[2,34,39,47,74,90,93,94,105,106,111,112,114],underli:[22,72],understand:[20,54,80,108,109,128],understand_senti:99,undeterminist:109,unidirect:8,unifi:[50,59,87,101],uniform:[6,8,13,20,37,57,80,81,120],uniform_random:80,uniniti:32,uninstal:93,uniqu:[30,33,35,42,43,66,70,80,86,103,111,113,114,120],unique_nam:80,unique_name_gener:80,unique_ptr:[83,86,89,102],unit:[8,9,22,23,34,75,77,84,89,93,99,100,105],unittest:[69,101,103],unittestcheckgrad_ep:119,unk:[87,92],unknown:[8,22],unless:[2,22],unlik:[8,22,72,103],unnecessari:[32,101],unordered_map:86,unpack:91,unrol:71,unseen:84,unseg:8,unsign:[40,53],unstack:91,unstack_from:91,unsupervis:57,unsupport:103,until:[35,40,46,47,54,63,86,113,114],unzip:124,updat:[6,8,10,22,24,32,35,39,40,45,51,53,57,71,72,73,74,75,76,86,91,96,102,108,111,120,122],update_equ:29,update_hook:6,update_memori:33,update_op:73,updatecallback:102,updatestack:114,upgrad:[74,93,96],upload:[35,43,51,85,111],upon:35,upper:8,upstream:101,uri:114,url:[13,14,101],usag:[1,2,7,8,9,15,29,53,60,63,76,80,103,109,111,125],use:[1,2,4,6,7,8,9,11,13,14,15,20,22,24,27,29,30,31,33,34,35,41,45,46,47,50,53,57,59,61,62,63,66,70,72,73,74,76,77,80,86,87,88,90,91,92,93,94,96,97,99,100,101,102,103,104,106,108,109,111,114,115,120,122,124,125,126],use_cpu:62,use_cudnn:[22,23,62],use_eigen_bla:124,use_eigen_for_bla:[124,125],use_etcd:29,use_global_stat:8,use_gpu:[97,111,115,119,120,122],use_mkl_pack:64,use_mkldnn:[8,62,65],use_nesterov:24,use_old_updat:[38,119,120],use_peephol:22,use_sparse_remote_updat:38,used:[1,2,4,7,8,9,10,11,13,14,15,20,22,26,29,30,31,33,34,35,41,42,45,48,50,53,54,57,59,63,71,72,75,76,77,80,81,82,84,86,88,89,90,91,93,96,99,100,102,103,105,108,109,114,119,120,122,124,125,126],useful:[1,2,8,9,31,53,63,80,86,90,99,102,122,124],usegpu:102,user:[1,2,6,8,9,13,14,15,18,20,22,24,26,27,29,30,31,32,33,34,37,39,42,43,44,45,46,47,48,49,50,52,56,57,58,59,61,62,66,70,72,73,74,75,77,80,81,82,83,84,86,88,89,90,91,94,101,104,106,108,111,114,119,120,124,128],user_info:14,user_nam:37,usercert:37,userinfo:14,userkei:37,usernam:37,uses:[2,8,35,42,44,45,53,63,70,71,72,76,77,89,90,93,96,99,100,101,102,105,106,111,114,120,124],using:[1,2,4,6,8,9,13,22,29,30,32,33,34,35,39,40,42,43,45,50,52,53,54,56,57,59,61,63,71,73,75,78,80,81,83,84,86,88,89,93,94,95,96,97,99,101,102,103,104,105,106,109,111,114,115,116,120,122,124,126],usr:[93,94,111,114,120],usual:[8,22,29,32,43,63,70,77,78,84,89,101,103,108,109,114,120,122],util:[4,45,64,65,74,99,102,103,104,109,128],uuid:[36,42],v7a:124,v8a:124,val:32,valid:[8,15,22,81,82,86,103,114,125],valu:[2,4,6,7,8,11,13,14,15,20,22,23,26,29,31,32,33,35,44,48,49,59,60,63,65,67,71,72,73,75,76,78,82,86,87,88,91,92,99,102,103,104,113,114,120,122,124,125],value1:120,value2:120,value_:87,value_evalu:7,value_rang:13,valueerror:[22,59],values_:91,vanilla:99,var_nam:[32,90],var_recurs:48,varabl:47,vardesc:[33,58,78,80,82,87],vardescbuild:33,vari:[109,114],variabl:[2,10,13,14,18,20,21,22,23,24,30,31,33,44,45,47,48,49,50,55,57,58,59,60,61,70,71,72,73,75,78,79,83,84,87,88,90,91,102,103,104,108,110,111,114,115,124,125],variablenamemap:103,varialbl:57,varianc:8,variant:[8,61,70,89,91,104],varibal:32,varibl:59,varienc:91,varient:91,variou:[33,53,63,84,124],varproto:88,vars_:[33,86],vartyp:[22,87,92],vartypeinfer:61,vec1:8,vec2:8,veclib:125,vecter:22,vector:[2,8,9,13,14,22,30,33,38,40,59,60,66,71,72,77,80,82,83,87,91,99,102,105],vectorenable_parallel_vector:119,veloc:24,vendor:34,verb:14,verbos:[52,101],veri:[2,8,11,34,39,44,47,50,54,56,57,63,66,72,76,81,84,86,89,91,99,108,109,112],verifi:[33,102,125],version:[2,8,9,32,34,43,45,48,52,55,57,59,60,67,72,85,93,94,97,100,102,108,109,111,113,114,115,119,120,124,125,126],versu:30,vertic:8,vgg:[9,23],via:[22,32,35,70,95,101,109,113,114,125,128],view:[8,67,70],vim:94,viriabl:111,virtual:[48,61,62,83,89,100,104],virtualenv:100,visibl:[42,86],visit:[29,32],visual:[8,72,109],vlog:[38,101],voila:97,volum:[106,115],volumemount:[114,115],volumn:114,vutbr:14,w_f:22,wai:[2,7,9,22,30,32,40,42,50,54,62,63,72,75,80,81,84,91,99,100,101,102,122],wait:[35,40,46,104,111,113,120],walk:[4,125],wangkuiyi:34,want:[2,8,30,43,44,49,57,62,70,75,77,79,81,84,86,89,90,91,93,94,100,101,102,106,108,111,120,122,124,126],warn:[29,52],warp:[8,109],warpctc:8,warranti:2,wast:74,watch:35,wbia:114,web:[106,108],websit:106,weight:[7,8,9,10,20,22,23,27,64,67,84,99,102,120,122],weight_act:9,weightlist:102,weights_:102,weights_primitive_desc:66,weights_t:102,welcom:34,well:[22,32,43,45,54,56,57,84,87,102,113,114,120],were:[7,34,54],west:114,wget:124,wgt:66,what:[6,8,34,54,57,72,80,88,90,103,108,128],whatev:[100,111],wheel:96,when:[1,2,6,7,8,10,13,18,22,29,31,32,33,34,35,38,39,40,43,44,45,47,48,49,50,52,53,54,55,59,72,74,75,76,77,78,80,82,89,91,93,95,99,100,101,102,103,105,106,108,109,111,114,115,120,122,124,125,128],whenev:[80,101],where:[2,8,9,10,20,22,23,30,32,33,35,42,44,45,54,55,58,70,71,72,75,78,82,84,89,91,99,102,103,108,109,110,120,122],wherea:[22,33,39,56,60,89,92],whether:[7,8,15,21,22,29,31,32,33,50,77,81,87,91,93,94,102,103,120,125],which:[1,2,4,6,7,8,9,13,14,15,22,23,29,30,31,32,33,34,35,37,39,40,42,43,44,45,46,48,50,53,54,55,56,57,59,61,63,66,67,70,71,72,73,74,76,78,79,80,81,82,83,86,87,88,90,91,92,93,96,99,100,101,102,103,104,105,108,109,111,112,113,114,120,122,124,125,128],while_grad:63,while_loop:[72,91],while_op:32,whileloop:91,whileop:33,whl:93,who:[32,56,58,74,80,101,113],whoever:40,whole:[2,7,13,32,57,60,63,68,69,71,74,79,88,101,111,114,115,128],whose:[2,8,13,22,31,32,35,42,48,71,82,83,88,91,99],why:[9,31,69,100],wide:[34,48,57,96,112,116],width:[7,8,13,15,22,38,68,81,102,103],wiki:[8,34],wikipedia:[8,14],wilder:2,window:[8,11,14,75,94,100,124],wirt:59,wise:[8,15,22,47,82,105],wish:[93,96,106,111,113],with_avx:[93,94,111,124,125],with_bia:88,with_c_api:[93,124,125,126],with_doc:93,with_doubl:[93,102,111],with_dso:93,with_golang:[93,124],with_gpu:[93,100,111,124,125],with_mkl:[64,65,93,124],with_mkldnn:65,with_mklml:65,with_profil:109,with_python:[93,111,124,125],with_rdma:[111,124,125],with_style_check:[93,101],with_swig_pi:[93,124,125],with_test:[93,103],with_tim:[109,111],within:[8,39,45,54,125],without:[2,7,8,24,32,35,40,77,80,81,82,103,108,111,116],wloop:91,wmt14:99,wmt_shrinked_data:14,won:[109,111],wonder:2,word2vec:[43,111],word:[2,7,8,14,32,47,58,61,63,71,72,82,88,91,99,104,111,122],word_dict:[111,116],word_id:2,word_idx:14,word_vector_dim:[8,72,99],words_freq_sort:14,work:[2,4,8,13,22,30,33,34,35,45,50,53,54,62,73,75,77,80,94,99,100,101,102,106,108,109,111,113,114,115,120,128],worker:[47,92,114],workercount:114,workflow:[82,114],workspac:[101,111,112,120],world:111,worth:110,would:[29,33,34,35,42,45,46,47,54,56,57,58,66,73,75,76,80,81,87,91,94,100,101,108,114,124,128],wouldn:[54,58],wrap:[54,56,57,74,128],wrapper:[9,34,56,74,75,83,91,109],write:[2,13,22,30,35,42,44,45,47,53,54,55,56,59,61,66,73,75,80,81,82,83,89,91,100,107,111,114],write_lock:36,write_to_arrai:63,writer:[30,80],written:[22,26,32,33,44,50,57,67,75,82,83,87,93,94,103,105,108,112],wrong:[2,81],wrote:[47,59],wsize:114,www:[2,14,22],x64:[124,126],x86:125,x86_64:[124,125],x_first_step:22,x_last_step:22,x_neg:31,x_num_col_dim:22,x_po:31,x_reshap:22,x_t:22,x_t_data:22,xarg:[7,94,102,116],xavier:20,xavieriniti:22,xcode:125,xcodebuild:125,xeon:104,xgbe0:120,xgbe1:120,xiangyu:20,xmap_read:13,xpu:54,xrang:[31,54,57,77,81,97,102],xx_layer:62,xxx:[30,91],xxxx:36,xxxxxxxxx:114,xxxxxxxxxx:114,xxxxxxxxxxxxx:114,xxxxxxxxxxxxxxxxxxx:114,y_dim:57,y_neg:31,y_num_col_dim:22,y_po:31,y_predict:[22,97,110,113],yaml:[34,112,114,116,128],yancey1989:43,yann:14,yapf:101,year:54,yeild:29,yep:[77,108],yet:[54,128],yield:[2,13,30,37,81],yoshua:20,you:[1,2,4,6,8,9,13,23,29,31,43,45,53,86,93,94,95,96,97,99,100,101,102,103,104,106,108,109,111,112,113,114,116,120,122,124,125,126,128],your:[2,8,13,29,30,34,38,43,52,82,93,95,96,100,101,102,106,109,111,112,114,122,124,125,126,128],your_access_key_id:114,your_secrete_access_kei:114,your_source_root:69,yourself:93,yuang:54,yuyang18:[13,14],yuyang:108,z_dim:57,z_size:57,zero:[2,6,8,9,10,13,14,18,31,32,35,57,72,76,80,87,102,114,120],zhang:20,zip:[14,80,124],zone:114,zxvf:114},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","IO","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Backward Building","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Design Doc: Concurrent Programming with Fluid","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","Design Doc: Parameter Server","Error Clip","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","PaddlePaddle Fluid: Towards a Compiled Programming Language","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The IfElse Operator","Design Doc: InferVarType","Problem","Memory Optimization","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Add MKLDNN Kernel in Fluid Operator","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class Parameters","Introduction","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Background","Design for TensorArray","Background","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build using Docker","Contribute Code","Write New Layers","How to write a new operator","Add Kernels for a New Device","How to use Eigen in Paddle","Contribute Documentation","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Fluid Source Code Overview","Distributed Training","Cluster Training Using Fabric","Fluid Distributed Training","Distributed PaddlePaddle Training on AWS with Kubernetes","PaddlePaddle On Kubernetes","Cluster Training Using OpenMPI","<no title>","<no title>","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","PaddlePaddle Documentation","Build PaddlePaddle for Android","Build PaddlePaddle for iOS","Build PaddlePaddle for Raspberry Pi","MOBILE","Cluster bootstrapping tool survey"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":37,"\u4e0d\u4f7f\u7528":68,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":68,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":68,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":68,"\u4ec5\u4ec5\u4f7f\u7528void":68,"\u4ece\u5feb\u7167\u6062\u590d":36,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":68,"\u4f7f\u7528\u8f6c\u6362\u5e93":37,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":69,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":69,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":51,"\u5206\u652f\u89c4\u8303":85,"\u52a0\u901f\u6267\u884c":36,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":68,"\u52a8\u6001\u6269\u5bb9":36,"\u539f\u56e0":68,"\u539f\u56e0\u5217\u8868":68,"\u53c2\u8003\u6587\u6863":51,"\u53d1\u5e03docker\u955c\u50cf":85,"\u53d1\u5e03wheel\u5305\u5230pypi":85,"\u540d\u8bcd\u89e3\u91ca":51,"\u57fa\u672c\u8981\u6c42":68,"\u5b9e\u73b0":68,"\u5b9e\u73b0\u65b9\u5f0f":69,"\u5bfc\u51fac":68,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":36,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":68,"\u63a8\u6d4b\u6267\u884c":36,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":37,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":51,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":37,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":37,"\u6587\u4ef6\u9884\u5904\u7406":37,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":69,"\u672f\u8bed":36,"\u67b6\u6784\u56fe":51,"\u6846\u67b6\u751f\u6210":51,"\u6982\u5ff5\u89e3\u91ca":37,"\u6a21\u5757":51,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":36,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":69,"\u6d41\u7a0b\u4ecb\u7ecd":37,"\u751f\u6210sparse\u6587\u4ef6":51,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":51,"\u76ee\u5f55\u7ed3\u6784":69,"\u76ee\u6807":51,"\u793a\u4f8b\u7a0b\u5e8f":37,"\u7b26\u53f7":68,"\u7c7b":68,"\u7f16\u8bd1\u9009\u9879":69,"\u7f29\u5bb9":36,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":68,"\u80cc\u666f":68,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":51,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":37,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":37,"\u8f6c\u6362\u5e93":37,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":68,"\u8fdb\u884c\u8bad\u7ec3":37,"abstract":[45,46,47,74,128],"book\u4e2d\u6240\u6709\u7ae0\u8282":85,"case":[32,122],"class":[57,76,80,102],"filemanager\u8bbe\u8ba1\u6587\u6863":51,"final":62,"function":[34,56,57,80],"new":[89,102,103,104],"paddle\u52a8\u6001\u5e93\u4e2d":68,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":68,"paddlepaddle\u53d1\u884c\u89c4\u8303":85,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":85,"return":[80,81],"switch":[66,89],"tensor\u5230eigentensor\u7684\u8f6c\u6362":105,AWS:114,Abs:5,DNS:114,E2E:113,EFS:114,For:[34,115],KMS:114,Not:100,The:[33,40,44,50,54,57,58,60,61,70,73,76,82,83,126],Use:[33,78,106,111,115,122],Using:[34,40,96,112,116,124],With:43,about:57,abs:22,absolut:72,access:114,account:114,accuraci:22,action:[64,65],activ:[5,8,65],adadelta:10,adagrad:10,adagradoptim:24,adam:10,adamax:10,adamaxoptim:24,adamoptim:24,add:[63,66,104,114],address:114,addto:8,advanc:89,aggreg:8,aggregatelevel:8,alalysi:38,algorithm:[31,35,45,71,79],all:[86,91],analog:44,analysi:[45,63],android:124,api:[0,3,45,64,65,69,73,75,80,84,88],appendix:128,applic:3,approach:109,arbitrari:54,architectur:[45,77,99],argument:[52,81,111,119,122,124,126],arrai:31,array_length:22,array_read:22,array_to_lod_tensor:22,array_writ:22,asset:114,assign:22,associ:[86,114],assumpt:128,async:120,attent:99,attribut:[6,63,84],auc:7,auto:31,averag:75,avg:11,aws:114,backgraound:31,background:[47,64,89,90,91,92,103,104],backward:[32,54,58,82,103],base:[43,72],basepool:11,basic:[63,89,128],batch:81,batch_norm:[8,22],batch_siz:81,beam:72,beam_search:8,beam_search_decod:22,benchmark:[64,65],benefit:[47,82],between:[30,80,82,88,89],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:33,bind:103,bla:93,block:[33,55,57,58,78,80,82],block_expand:8,blockdesc:78,book:94,bool:93,bootstrap:128,bottleneck:108,brelu:[5,22],bring:128,bucket:114,build:[32,57,82,93,95,100,106,115,124,125,126],built:109,cach:2,can:86,capi:69,capi_priv:69,cast:22,ceil:22,challeng:[32,47,79],chang:72,check:[8,31,102,112],checker:31,checkpoint:[35,36,42],choic:62,choos:[34,114],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:40,clip:[8,48],close:31,cloudform:114,cluster:[41,111,112,113,114,116,122,128],cmake:[34,64,65,126],code:[43,55,80,101,108,110],column_sum:7,command:[111,121,122],commit:115,common:120,commun:120,compar:128,comparis:80,compat:54,compil:[33,53,55,78,82,93,103,110,124,125,126],complet:54,compos:81,comput:[33,58,66,82,84,105],con:128,concat:[8,22],concept:[80,82,114],concern:65,conclus:[42,59,128],concurr:44,condit:57,config:[3,122],configur:[28,99,107,114,125],conll05:14,connect:8,constantiniti:20,construct:58,contain:[94,115],content:[64,65,69,109,114],context:104,context_project:8,contribut:[101,106],control:[63,82],contruct:63,conv2d:22,conv2d_transpos:22,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:42,core:[31,80,114],corner:32,cos_sim:[8,22],cost:8,cpu:[46,122],creat:[32,81,82,86,114,115],create_arrai:22,creation:[39,75,84],creator:81,credenti:114,crf:8,crf_decod:8,cross:[124,125,126],cross_channel_norm:8,cross_entropi:22,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,ctc_greedy_decod:22,cuda:[53,93],cudnn:93,cudnnavg:11,cudnnmax:11,current:[53,83],custom:81,data:[8,12,13,22,35,45,81,90,114,115],datafeed:[13,17],dataflow:63,dataprovid:[2,3,120],dataset:[12,14,35,39,111],datatyp:[13,70],decayedadagrad:10,decayedadagradoptim:24,decod:72,decor:81,deep:[33,54],defin:[103,114],definit:92,delet:114,demo:[57,113,114],dens:42,dep:96,depend:[57,93,96],deploi:43,deriv:102,describ:[54,73],descript:[52,82,120],design:[30,31,33,35,39,40,41,42,44,45,46,47,49,50,53,54,56,57,58,61,64,65,66,67,70,71,72,73,74,76,78,80,81,82,83,86,87,89,91],destroi:[86,114],detail:[38,120],detect:[7,8],detection_map:7,detection_output:8,develop:[82,100,107],devic:[89,104,122],devicecontext:89,dictionari:81,differ:[82,89,111,122],directori:114,discrimin:57,discuss:[47,57],dispatch:[35,39],distribut:[30,35,38,43,45,47,111,113,114,120],dnn:65,doc:[30,33,35,39,40,41,42,44,45,46,47,50,53,54,56,58,61,64,65,66,67,70,74,76,78,80,81,82,83,87,89],docker:[43,94,100,115,124],document:[106,123],doe:81,dot_prod:8,dot_product_attent:[9,23],dotmul_oper:8,dotmul_project:8,down:114,download:[114,115],dropout:[8,22],dure:[72,81],dylib:69,dynam:[35,91],dynamic_lstm:22,dynet:59,each:96,ec2:114,edit_dist:22,eigen:105,elast:114,elect:42,elementwise_add:22,elementwise_div:22,elementwise_mul:22,elementwise_sub:22,els:33,elu:22,embed:[8,22],engin:57,enough:31,entri:81,environ:[43,124],eos:8,equat:102,error:48,evalu:[7,18,49],event:[29,30,77],evolut:54,examin:108,exampl:[30,34,44,60,69],execut:[33,46,54,78,82],executor:[19,50],exp:[5,22],expand:8,expandlevel:8,explain:31,extern:114,fabric:112,factor:8,factorization_machin:8,faq:[95,96],fault:35,file:[33,108,114,115],fill_const:22,fill_constant_batch_size_lik:22,find:114,first_seq:8,float16:53,floor:22,flow:63,fluid:[16,44,54,55,66,74,110,113],format:[33,35,67],forward:[58,103],frame:33,framework:[31,104,105],from:[30,42,88,93,95],full_matrix_project:8,fulli:8,functor:89,futur:54,gan:57,gate:99,gated_unit:8,gener:[55,57,72,99,100,108,128],get:[97,113,115],get_output:8,give:81,global:[78,80],glu:23,gotcha:100,gpu:[94,109,120,122],grad_op:32,gradient:[31,32,40,65,83,102],gradient_print:7,graident:31,graph:[58,59,63,82,84],group:[8,114],gru:[9,120],gru_group:9,gru_step:8,gru_unit:[9,22],grumemori:8,hand:109,handler:[30,68],happen:42,hard_shrink:22,hard_sigmoid:22,hardwar:53,have:113,helper:80,hierarchi:33,high:[73,75,84,88],how:[31,38,75,81,82,89,93,103,105,106,107,109],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iOS:125,iam:114,ident:5,identifi:108,identity_project:8,ifels:60,ifelseop:33,imag:[8,9,15,43,94,115,124],imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,23],img_pool:8,imikolov:14,implement:[31,32,34,38,46,48,49,53,67,71,74,75,80,81,82,83,84,102,103,104,105],increment:22,infer:[29,124],infershap:[78,87],infervartyp:61,ingredi:30,ingress:51,init_hook:2,initi:[20,40,57,114,122],input_typ:2,insid:86,inspect:114,instal:[95,96,97,113,114,124,125,126,128],instanc:114,instead:81,integr:[89,114],intel:[64,65],interact:88,interfac:[12,13,15,31,35,40,41,50,73,81,86],intermedi:82,interpol:8,introduc:[72,91,113],introduct:[1,77,84,111,113],is_paramet:21,isn:81,issu:53,job:[35,43,112,114,115,116],join:8,kei:[64,70,114],kernel:[66,70,82,104],kill:112,kmax_sequence_scor:8,kube:114,kubectl:114,kubernet:[43,114,115],l1decayregular:27,l2_distanc:8,l2_normal:22,l2decayregular:27,lambda_cost:8,languag:[33,55],larg:38,last_seq:8,launch:[94,112,116],layer:[8,22,30,56,64,65,80,102,122],layout:70,leaky_relu:22,learn:[33,54],learnabl:8,less_than:22,leval:88,level:[73,75,84,88],libpaddle_capi_shar:69,libpaddle_capi_whol:69,librari:[40,53,70,82,89,124],limit:45,line:[111,121],linear:5,linear_chain_crf:22,linear_comb:8,linux:[112,124],list:[36,81],live:63,local:[45,86,114,122],lod:72,lod_rank_t:22,lod_tensor_to_arrai:22,lodtensor:[71,72,91],lodtensordesc:92,log:[5,22,101],logic:39,logsigmoid:22,look:108,low:[75,84,88],lstm:[9,120],lstm_step:8,lstm_unit:22,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,72],macro:82,main:57,make:63,manag:[34,111],map:[81,82],master:[35,39,43,44],math:[8,89],mathemat:31,matmul:22,matrix:[65,120],max:11,max_sequence_len:22,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:22,member:57,memori:[8,63,71,89],merge_lod_tensor:22,messag:88,method:72,might:57,migrat:82,mileston:82,mini:81,minibatch:13,misc:8,mix:[8,122],mkl:[64,65],mkldnn:66,mkldnn_helper:66,mkldnndevicecontext:66,mnist:14,mobil:127,model:[2,3,28,30,38,40,42,54,57,67,72,98,99,112,122],modifi:115,modul:[82,89,105],momentum:10,momentumoptim:24,more:57,motiv:[32,50,67,74,79],movielen:14,msrainiti:20,mul:22,multi:[46,55],multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:81,multiplex:8,mxnet:59,name:[86,114],nativ:55,nccl:74,nce:8,necess:80,necessari:82,need:[81,100,109],nest:71,net:23,network:[9,82,99,122],neural:99,nlp:[9,120],non:[2,113],norm:[8,84],normaliniti:20,note:31,numer:31,numpi:31,nvprof:109,nvvp:109,object:35,offset:72,ones:22,onli:[81,86],op_mak:82,openmpi:116,oper:[56,60,63,66,70,75,78,80,82,83,87,91,103],opinfomap:82,opkernel:[82,89,103,104],opproto:88,ops:84,optim:[10,24,35,40,58,63,73,80,107],option:[52,93],opwithkernel:82,order:52,org:106,origin:82,orthogon:86,other:65,out_prod:8,outlin:119,output:[8,112,114],overview:[42,48,50,64,65,82,86,110],pack:[64,72],packag:[34,96],pad:8,paddl:[38,74,81,86,105],paddlejob:43,paddlepaddl:[30,33,54,55,64,65,75,78,84,85,93,94,96,106,110,113,114,115,123,124,125,126],pair:114,paradigm:54,parallel_nn:122,paramattr:25,paramet:[6,8,29,30,35,40,41,43,47,65,75,76,80,84,111,113,114,120,121],parameteraverageoptim:75,parent:86,part:58,partit:40,pass:[93,122],path:[42,52],penalti:84,perform:[75,108,109,120],persist:39,pfsclient:[51,52],pfsserver:51,pip:96,place:[63,70,89,104],placement:45,platform:111,pnpair:7,point:[64,114],polici:63,pool2d:22,pool:[8,11],pose:[61,83],potenti:62,pow:22,power:8,precision_recal:7,predict:4,prefetch:81,prelu:8,prepar:[111,112,113,114,116,125],principl:66,print:7,privat:114,pro:128,problem:[49,61,62,63,70,73,83,90],procedur:128,process:[35,40,43,73,82,100],profil:[26,108,109],program:[33,44,46,54,55,78,80,94,111,113],programdesc:[55,78],project:34,propos:[61,83,84],protobuf:87,protomak:103,provid:[2,81],prune:79,pserver:42,pull:94,pydataprovider2:2,python:[4,31,43,45,64,65,71,73,75,80,81,84,88,92,102,103,108],qualiti:82,queue:[35,39],quick:97,randomnumb:120,rank:7,rank_cost:8,raspberri:126,reader:[12,13,30,81],readi:113,realiz:82,reciproc:22,recoveri:35,recurr:[8,9,99],recurrent_group:8,reduce_max:22,reduce_mean:22,reduce_min:22,reduce_sum:22,ref:31,refactor:82,refer:[2,45,47,63,64,65,109],region:114,regist:[61,82,88,103,104],registr:[82,83],registri:82,regular:[27,40,84],rel:72,relat:[82,91],relu6:22,relu:[5,22],remark:103,remot:41,remoteexecutor:45,render:114,repeat:8,represent:[33,82],requir:[34,57],reshap:[8,22],resiz:8,result:[112,115],retri:39,reus:80,review:101,rmsprop:10,rnn:[71,91,98,99,120],rnnop:[33,71,82],roi_pool:8,rotat:8,round:22,route53:114,row:87,row_conv:8,row_l2_norm:8,run:[50,93,94,103,110,115],runtim:[43,96],sampl:8,sampling_id:8,save:42,scale:[8,22,35],scale_shift:8,scaling_project:8,scope:[33,71,82,86],script:[113,115],search:72,secur:114,select:[40,87],selectedrow:87,selective_fc:8,sentiment:14,separ:82,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[72,99],sequence_conv:22,sequence_conv_pool:[9,23],sequence_expand:22,sequence_first_step:22,sequence_last_step:22,sequence_pool:22,sequence_reshap:22,sequence_softmax:22,sequencesoftmax:5,sequenti:2,server:[35,39,40,43,47,111,113,114,120],servic:114,set:121,setup:[114,124],sextant:128,sgd:120,sgdoptim:24,shape:72,share:[30,32,63,86],should:86,shrink_memori:22,shuffl:81,sigmoid:[5,22],sigmoid_cross_entropy_with_logit:22,simpl:[72,99],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,23],simple_lstm:9,singl:81,slice:[8,113],slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,soft_relu:22,softmax:5,softplu:22,softrelu:5,softshrink:22,softsign:[5,22],solut:[61,62,63,64,70,79,83,90],some:100,sourc:[93,95,110],spars:[40,41,42,87,122],specifi:122,split:22,split_lod_tensor:22,spp:8,sqrt:22,squar:[5,22],square_error_cost:[8,22],squarerootn:11,stack:33,standard:101,stanh:5,start:[30,97,111,114,115],startup:115,statement:49,step:[71,95],storag:84,store:35,strategi:63,style:101,sub_nested_seq:8,sub_seq:8,subcommond:52,submit:43,suffici:81,suitabl:34,sulut:66,sum:[7,11,22],sum_cost:8,sum_to_one_norm:8,summar:[30,44],summari:67,support:[53,74,89,91],survei:[53,59,84,128],swish:22,synopsi:52,system:[54,114],tabl:69,table_project:8,tanh:[5,22],tanh_shrink:22,task:[35,39],tear:114,tecton:128,templat:114,tensor:[8,82,89,105],tensorarrai:[72,91],tensordesc:92,tensorflow:59,test:[64,65,66,93,101,102,103,120,122],text_conv_pool:9,theori:31,thi:86,think:57,three:91,thresholded_relu:22,time:110,timelin:42,timer:109,tip:109,todo:[36,37,46],togeth:86,toler:35,tool:[34,106,109,111,128],toolchain:126,topic:89,topk:22,toward:55,train:[29,30,35,38,41,43,45,73,81,94,111,112,113,114,115,116,120,122],trainer:[29,35,40,42,43,111,114],tran:8,trans_full_matrix_project:8,transform:90,translat:72,transpil:[45,46,47,55,63,74],transpos:22,tune:[109,120],ture:54,two:31,type:[70,93,103],uci_h:14,uniform:91,uniforminiti:20,unit:[64,65,66,101,102,103,120],unpack:72,updat:[30,41,42,106,113,114],usag:[32,48,71,72,81,105,107],use:[38,81,105],user:35,using:100,util:7,valu:80,value_print:7,vardesc:92,variabl:[32,63,80,82,86,92],vector:120,verifi:114,version:[44,53,96],vgg_16_network:9,volum:114,vpc:114,warp_ctc:8,weightdecayregular:27,what:[38,42,100,109],when:[42,86],whl:96,why:[53,54,75,81,82,91,109],wmt14:14,worker:44,workflow:101,wrapper:102,write:[101,102,103,104,106],www:106,xavieriniti:20,yaml:115,your:[94,104,113],zero:22}}) \ No newline at end of file +Search.setIndex({docnames:["api/index_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/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/io","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/backward","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/concurrent_programming","design/dist_refactor/distributed_architecture","design/dist_refactor/multi_cpu","design/dist_refactor/parameter_server","design/error_clip","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/fluid_compiler","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/kernel_hint_design","design/memory_optimization","design/mkl/mkl_packed","design/mkl/mkldnn","design/mkl/mkldnn_fluid","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/profiler","design/program","design/prune","design/python_api","design/reader/README","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/switch_kernel","design/tensor_array","design/var_desc","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/pip_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/new_op_kernel_en","howto/dev/use_eigen_en","howto/dev/write_docs_en","howto/index_en","howto/optimization/cpu_profiling","howto/optimization/gpu_profiling_en","howto/read_source","howto/usage/cluster/cluster_train_en","howto/usage/cluster/fabric_en","howto/usage/cluster/fluid_cluster_train_en","howto/usage/cluster/k8s_aws_en","howto/usage/cluster/k8s_en","howto/usage/cluster/openmpi_en","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","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","index_en","mobile/cross_compiling_for_android_en","mobile/cross_compiling_for_ios_en","mobile/cross_compiling_for_raspberry_en","mobile/index_en","survey/cluster_bootstrapping_tools"],envversion:50,filenames:["api/index_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/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/io.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/backward.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/concurrent_programming.md","design/dist_refactor/distributed_architecture.md","design/dist_refactor/multi_cpu.md","design/dist_refactor/parameter_server.md","design/error_clip.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/fluid_compiler.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/kernel_hint_design.md","design/memory_optimization.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/mkl/mkldnn_fluid.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/profiler.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/support_new_device.md","design/switch_kernel.md","design/tensor_array.md","design/var_desc.md","getstarted/build_and_install/build_from_source_en.rst","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/pip_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/new_op_kernel_en.md","howto/dev/use_eigen_en.md","howto/dev/write_docs_en.rst","howto/index_en.rst","howto/optimization/cpu_profiling.md","howto/optimization/gpu_profiling_en.rst","howto/read_source.md","howto/usage/cluster/cluster_train_en.md","howto/usage/cluster/fabric_en.md","howto/usage/cluster/fluid_cluster_train_en.md","howto/usage/cluster/k8s_aws_en.md","howto/usage/cluster/k8s_en.md","howto/usage/cluster/openmpi_en.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.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","index_en.rst","mobile/cross_compiling_for_android_en.md","mobile/cross_compiling_for_ios_en.md","mobile/cross_compiling_for_raspberry_en.md","mobile/index_en.rst","survey/cluster_bootstrapping_tools.md"],objects:{"paddle.v2":{image:[11,1,0,"-"]},"paddle.v2.fluid":{regularizer:[23,1,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[14,0,1,""],states:[14,0,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[23,2,1,""]},"paddle.v2.image":{batch_images_from_tar:[11,3,1,""],center_crop:[11,3,1,""],left_right_flip:[11,3,1,""],load_and_transform:[11,3,1,""],load_image:[11,3,1,""],load_image_bytes:[11,3,1,""],random_crop:[11,3,1,""],resize_short:[11,3,1,""],simple_transform:[11,3,1,""],to_chw:[11,3,1,""]}},objnames:{"0":["py","attribute","Python attribute"],"1":["py","module","Python module"],"2":["py","class","Python class"],"3":["py","function","Python function"]},objtypes:{"0":"py:attribute","1":"py:module","2":"py:class","3":"py:function"},terms:{"00m":105,"03m":105,"0424m":105,"0473v3":5,"055ee37d":110,"0630u":105,"06u":105,"0810u":105,"0957m":105,"0_cudnn5":89,"0_cudnn5_avx_mkl":[90,92],"0_cudnn7_avx_mkl":92,"0ab":4,"0rc":107,"0rc1":81,"0rc2":81,"0x10f256d50":55,"0x7ffe4de00110":55,"100gb":105,"100gi":110,"10g":39,"10m":105,"1150u":105,"11\u5b9e\u73b0\u4e86c":65,"11e6":111,"124n":105,"12gb":59,"13m":111,"1490u":105,"1550u":105,"16u":105,"173n":105,"1770u":105,"18ad":110,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":111,"197u":105,"1gb":105,"1st":18,"210u":105,"211839e770f7b538e2d8":5,"215n":105,"228u":105,"2520u":105,"2680u":105,"279n":105,"27m":105,"285m":105,"2863m":105,"28m":105,"2977m":105,"2cbf7385":110,"2nd":18,"302n":105,"30u":105,"328n":105,"32u":105,"32x32":10,"331n":105,"3320u":105,"365e":110,"36u":105,"3710m":105,"3768m":105,"387u":105,"38u":105,"3920u":105,"39u":105,"3rd":121,"4035m":105,"4090u":105,"4096mb":116,"4279m":105,"43u":105,"448a5b355b84":111,"4560u":105,"4563m":105,"45u":105,"4650u":105,"4726m":105,"473m":111,"4gb":116,"50bd":110,"50gi":110,"514u":105,"525n":105,"526u":105,"536u":105,"5460u":105,"5470u":105,"54u":105,"5690m":105,"573u":105,"578n":105,"5798m":105,"586u":105,"58s":111,"5969m":105,"5_cudnn5_avx_mkl":92,"5_cudnn5_avx_openbla":[92,93],"6080u":105,"6140u":105,"6305m":105,"639u":105,"64m":63,"655u":105,"6780u":105,"6810u":105,"682u":105,"6970u":105,"6ce9":110,"704u":105,"7090u":105,"72u":105,"73u":105,"75u":105,"760u":105,"767u":105,"783n":105,"784u":105,"78m":105,"7eamaa":10,"7kb":111,"8250u":105,"8300u":105,"830n":105,"849m":105,"861u":105,"8661m":105,"892m":105,"901n":105,"90u":105,"918u":105,"9247m":105,"924n":105,"9261m":105,"9330m":105,"94u":105,"9530m":105,"983m":105,"988u":105,"997u":105,"99u":105,"9a235":121,"9f18":111,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":47,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":32,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":47,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":47,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":81,"\u4e00\u822c\u7531mkl":61,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":47,"\u4e0a\u4f20\u65b9\u6cd5":81,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":47,"\u4e0a\u8ff0paddlepaddl":81,"\u4e0b\u4e00\u4e2awheel\u5305\u9700\u8981\u66f4\u65b0\u7248\u672c\u53f7\u624d\u53ef\u4ee5\u4e0a\u4f20":81,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":33,"\u4e0b\u62c9\u6846\u4e2d\u627e\u5230\u751f\u6210\u76843\u4e2a\u4e8c\u8fdb\u5236\u6587\u4ef6":81,"\u4e0b\u8f7d":47,"\u4e0b\u8f7d\u5230\u672c\u5730":47,"\u4e0b\u8f7d\u5f97\u5230":81,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":65,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":47,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":64,"\u4e0d\u4f7f\u7528c":64,"\u4e0d\u4f7f\u7528swig":64,"\u4e0d\u53ef\u4ee5\u66f4\u6539":81,"\u4e0d\u540c":61,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":64,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":64,"\u4e0d\u5728":65,"\u4e0d\u5bb9\u6613\u51fa\u9519":47,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":64,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":64,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":64,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":33,"\u4e0e":61,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":47,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":61,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":81,"\u4e0e\u53ef\u80fd\u6709\u7684":81,"\u4e0ebatch":60,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":64,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":65,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":64,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":64,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":81,"\u4e2a\u6027\u5316\u63a8\u8350":81,"\u4e2d":[60,61,64,65],"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":61,"\u4e2d\u5199\u5165json\u5185\u5bb9":32,"\u4e2d\u5b8c\u5168\u4e00\u81f4":64,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":61,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":65,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":60,"\u4e2d\u5f15\u5165\u7684":60,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":61,"\u4e2d\u6839\u636e":60,"\u4e2d\u6dfb\u52a0":60,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":61,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":81,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":33,"\u4e3a":[60,61],"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":61,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":47,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":65,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":61,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":60,"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":61,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":47,"\u4e3b\u8981\u5305\u62ec":61,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":61,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":61,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":65,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":64,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":65,"\u4e5f\u4e0d\u751f\u6210":65,"\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u955c\u50cf":81,"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":61,"\u4e66\u5199":64,"\u4eba\u8138\u8bc6\u522b":33,"\u4ec5\u4ec5\u4f7f\u7528":64,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":61,"\u4ece":81,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":32,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":60,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":32,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":65,"\u4ed6\u662f\u5c06":65,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":64,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":64,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":61,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":33,"\u4ee3\u8868shard\u7684index":33,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":33,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":33,"\u4ee5\u4e0b":33,"\u4ee5\u4e0b\u7b80\u79f0rnn":60,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":47,"\u4ee5\u53ca":60,"\u4ee5\u53canumpi":33,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":61,"\u4ee5\u793a\u533a\u5206":[60,61],"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":32,"\u4f18\u5316\u524d":60,"\u4f18\u5316\u540e":60,"\u4f1a\u4ee5":[60,61],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":60,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":61,"\u4f1a\u5728":61,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":61,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":64,"\u4f1a\u5f15\u5165":61,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":61,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":61,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":60,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":64,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":61,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":61,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":33,"\u4f20\u5165":33,"\u4f46":65,"\u4f46\u4e0d\u66b4\u9732":65,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":81,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":81,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":65,"\u4f46\u662f\u5728mkl":61,"\u4f46\u662f\u5728paddlepaddle\u4e2d":61,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":61,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":61,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":64,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":61,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":33,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":64,"\u4f7f\u7528":[61,65,81],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":33,"\u4f7f\u7528\u52a8\u6001\u5e93":64,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":32,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":65,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":61,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":65,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":32,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":64,"\u4f7f\u7528c":65,"\u4f7f\u7528c99\u505a\u63a5\u53e3":64,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":64,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":64,"\u4f7f\u7528regress":81,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":64,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":64,"\u4f7f\u7528void":64,"\u4f8b\u5982":[33,64,65,81],"\u4f8b\u5982\u5728deepspeech2":60,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":64,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":64,"\u4f8b\u5982\u5bf9\u4e8epython":64,"\u4f8b\u5982c":64,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":64,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":64,"\u4f8b\u5982python\u7684":64,"\u4f8b\u5982rnn":60,"\u4f9d\u6b21\u7c7b\u63a8":81,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":64,"\u4fee\u590d\u6240\u6709bug\u540e":81,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":81,"\u4fee\u6539":[61,81],"\u4fee\u6539\u6210":81,"\u505a\u53ea\u8bfb\u6302\u8f7d":33,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":81,"\u505a\u63a5\u53e3":64,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":32,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":60,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":61,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":60,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":65,"\u5171\u4eab\u5185\u5b58":61,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":60,"\u5176\u4e2d":[64,81],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":65,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":81,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":60,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":65,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":65,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":61,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[60,61],"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":61,"\u5177\u4f53\u8bf7\u53c2\u8003":65,"\u5185\u90e8\u5b58\u50a8":61,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":64,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":64,"\u518d\u57fa\u4e8e":81,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":60,"\u5199\u4ee3\u7801":64,"\u5199\u5165\u5feb\u7167\u6570\u636e":32,"\u51fd\u6570":[60,61],"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":33,"\u51fd\u6570\u540d\u4e3a":65,"\u51fd\u6570\u547d\u540d":64,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":61,"\u5206\u522b\u5bf9\u5e94capi":81,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":32,"\u5206\u652f":81,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":81,"\u5206\u652f\u4e2d":81,"\u5206\u652f\u4e3a\u5f00\u53d1":81,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":81,"\u5206\u652f\u4e3a\u7a33\u5b9a":81,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":81,"\u5206\u652f\u5408\u5165":81,"\u5206\u652f\u5408\u5165master\u5206\u652f":81,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":81,"\u5206\u652f\u540d\u4e3a":81,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":81,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":81,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":81,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":81,"\u5206\u7247":32,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":32,"\u5219\u5ffd\u7565":32,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":32,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":65,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":32,"\u521b\u5efa":61,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":32,"\u5230":32,"\u5230\u7b2c\u4e8c\u6b65":81,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":60,"\u529f\u80fd":47,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":81,"\u52a8\u6001\u5e93":64,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":65,"\u5305\u62ec":[33,60,61],"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":32,"\u5305\u62ecmkl":61,"\u534f\u540c\u5b8c\u6210releas":81,"\u5355\u4e2a\u503c":33,"\u5355\u70b9\u6545\u969c":32,"\u5373":65,"\u5373\u4f7f\u7528":65,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":65,"\u5373\u4f7fc":65,"\u5373\u4f8b\u5982":65,"\u5373\u4fbfpaddl":65,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":65,"\u5373\u66b4\u9732":65,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":61,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":64,"\u539f\u6765\u7684\u65b9\u6848":61,"\u53c2\u6570":64,"\u53c2\u8003":[47,64],"\u53c2\u8003\u4e0b\u56fe":81,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":61,"\u53cc\u5411\u9a8c\u8bc1":47,"\u53d1\u578b\u7248":81,"\u53d1\u5e03\u5230dockerhub":81,"\u53d1\u5e03docker\u955c\u50cf\u53ea\u9700\u8981\u5bf9\u81ea\u52a8push\u7684\u955c\u50cf\u6253\u4e0a":81,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":61,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":32,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":65,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":64,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":32,"\u53ef\u4ee5":81,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":32,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":64,"\u53ef\u4ee5\u5728\u6b64\u9875\u9762\u7684":81,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":33,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":32,"\u53ef\u4ee5\u7528":47,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":33,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":81,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":32,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":32,"\u53f3\u4fa7\u7684":81,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":60,"\u540c\u4e00\u6b21\u524d\u5411":60,"\u540c\u65f6":[60,61],"\u540c\u65f6\u4f1a\u5f00\u542fintel":61,"\u540c\u65f6\u518d\u5c06":81,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":61,"\u540c\u65f6\u63d0\u8d77":81,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":61,"\u540d\u5b57\u4fee\u9970":64,"\u540e\u5411":60,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":60,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":32,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":81,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":64,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":32,"\u548c":[33,60,61,64,65,81],"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":61,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":33,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":32,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":32,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":64,"\u56e0\u6b64":60,"\u56fe\u50cf\u5206\u7c7b":81,"\u5728":[60,61,65,81],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":32,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":33,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":81,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":32,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":61,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":65,"\u5728\u5bf9\u5e94\u7684":60,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":60,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":33,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":32,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":65,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":32,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":32,"\u5728\u6709\u666e\u901a\u7684cpu":61,"\u5728\u672c\u6587\u6863\u4e2d":47,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":33,"\u5728\u6837\u4f8b\u4e2d":65,"\u5728\u7528\u6237\u4f7f\u7528c":65,"\u5728\u7b2c\u4e8c\u4e2atab":81,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":33,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":61,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":81,"\u5728\u8fd9\u4e2a":81,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":64,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":81,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":65,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":65,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":61,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":60,"\u5728batch":60,"\u5728c":64,"\u5728c\u7684\u5934\u6587\u4ef6":64,"\u5728packing\u4e0a\u7684\u8017\u65f6":60,"\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":33,"\u5728paramet":32,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":60,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":65,"\u5747\u662f\u5728":65,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":47,"\u5916\u90e8\u5b58\u50a8":61,"\u591a\u4e2a\u503c":33,"\u591a\u4e2aparamet":32,"\u591a\u6b21\u8c03\u7528":60,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":64,"\u5982\u56fe\u4e2dtrainer":32,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":32,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":61,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":64,"\u5982\u679c\u5728\u4f7f\u7528mkl":61,"\u5982\u679c\u5931\u8d25":81,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":61,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":32,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":32,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":33,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":81,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":65,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":65,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":65,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":32,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":64,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":81,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":64,"\u5982\u679c\u9700\u8981\u624b\u52a8\u7f16\u8bd1":81,"\u5982\u679cmkl":61,"\u5982\u679cparamet":32,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":61,"\u5b57\u6bb5\u8bbe\u4e3a":81,"\u5b57\u7b26\u4e32":33,"\u5b58\u50a8":33,"\u5b66\u4e60\u6210\u672c\u9ad8":64,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":61,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":33,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":61,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":61,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":65,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":47,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":61,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":61,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":33,"\u5b8c\u6210\u81ea\u52a8\u5316\u4e8c\u8fdb\u5236\u7f16\u8bd1":81,"\u5b9a\u4e49":61,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":61,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":61,"\u5b9e\u73b0\u7b80\u5355":64,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":64,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":64,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":60,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":64,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":64,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":60,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":61,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":60,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":65,"\u5bf9\u4e8e\u6bcf\u79cdc":65,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":60,"\u5bf9\u6bd4":64,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":60,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":60,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":65,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":81,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":61,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":65,"\u5c06":81,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":32,"\u5c06\u5927\u91cf\u7684":64,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":81,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":81,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":61,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":64,"\u5de5\u5177\u4e0a\u4f20\u5373\u53ef":81,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":32,"\u5e73\u5747\u6545\u969c\u7387":32,"\u5e76\u4e14\u4f1a\u5199\u597d":61,"\u5e76\u4e14\u4f7f\u7528":65,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":61,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":64,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":60,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":47,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":47,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":64,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":61,"\u5e76\u5220\u9664":81,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":32,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":32,"\u5e76\u53d1\u5e03\u5230pypi":81,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":60,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":33,"\u5e76\u5c06":81,"\u5e76\u5c06c":65,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":32,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":61,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":64,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":60,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":33,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":81,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":81,"\u5efa\u8bae":81,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":65,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":81,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":81,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":81,"\u5f00\u5934":[60,61],"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":32,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":60,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":65,"\u5f39\u51fa\u4e0b\u9762\u7684\u9009\u62e9\u6846":81,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":81,"\u5f53\u53ea\u505a\u63a8\u65ad":60,"\u5f53\u5f00\u542f":61,"\u5f53\u6253\u5f00":61,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":61,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":61,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":65,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":61,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":47,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":64,"\u5f97\u4f7f\u7528":64,"\u5fc5\u8981":65,"\u5fc5\u987b\u5206\u522b\u4e0e":61,"\u60c5\u611f\u5206\u6790":81,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":65,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":61,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":61,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":61,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":60,"\u6211\u4eec\u4f1a\u628amkl":61,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[60,61],"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":64,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":61,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":60,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":61,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":33,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":47,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":64,"\u6211\u4eec\u8ba1\u5212\u5c06":60,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":61,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":47,"\u6211\u4eec\u9009\u62e9":33,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":60,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":33,"\u6216\u8005":[61,64,65],"\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":32,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":33,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":33,"\u6216activ":61,"\u6240\u4ee5":[61,81],"\u6240\u4ee5\u4e00\u4e2a\u7248\u672c\u53f7\u7684wheel\u5305\u53d1\u5e03\u4e4b\u540e":81,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":61,"\u6240\u4ee5\u5728":61,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":32,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":61,"\u6240\u4ee5\u6574\u4f53\u4e0a":61,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":61,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":47,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":61,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":65,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":61,"\u6240\u6709\u7684":60,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":65,"\u6240\u6709\u76f8\u5173\u7684":60,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":65,"\u6240\u6709mkl":61,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":64,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":61,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":65,"\u6267\u884c":81,"\u628a":33,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":33,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":32,"\u6309\u94ae":81,"\u63a5\u53e3":[64,65],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":65,"\u63a5\u53e3\u662f":33,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":47,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":61,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":61,"\u63a7\u5236\u7528\u6237\u6743\u9650":33,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":47,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":47,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":47,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":33,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":47,"\u6570\u636e":47,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":64,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":47,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":33,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":33,"\u6587\u4ef6":64,"\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":47,"\u6587\u4ef6\u5185\u5bb9\u4e3a":64,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":32,"\u6587\u4ef6\u5bf9\u5e94\u7684data":33,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":47,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":81,"\u65b0\u7248\u672c":61,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":81,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":47,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":60,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":61,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":61,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":64,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":33,"\u65e0\u8bba\u662f\u4ece":33,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":33,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":61,"\u65f6":[32,60,61],"\u65f6\u4e00\u8d77\u66f4\u65b0":61,"\u662f":[47,61],"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":64,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":65,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":64,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":65,"\u662f\u5426\u6253\u5f00":60,"\u662f\u56e0\u4e3ac99\u652f\u6301":64,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":47,"\u662f\u6307":65,"\u662f\u7528\u6237\u4f7f\u7528c":65,"\u662fc":65,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":60,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":32,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":65,"\u6700\u540e\u5220\u9664":81,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":64,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[60,61],"\u6709\u6807\u51c6\u7684":64,"\u6709\u7684\u65f6\u5019":64,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":81,"\u672c\u6587\u6863\u63cf\u8ff0paddl":65,"\u673a\u5668\u7ffb\u8bd1":81,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":32,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":60,"\u6765\u5b9e\u73b0":61,"\u6765\u786e\u4fdd\u628a":64,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":64,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":33,"\u6765\u8fdb\u884c\u8ba8\u8bba":65,"\u67e5\u770blatest":81,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":81,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":61,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":32,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":32,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":32,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":64,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":60,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":61,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":32,"\u6bcf\u4e00\u4e2a":81,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":33,"\u6bcf\u4e2a":61,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":33,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":61,"\u6bcf\u4e2adata":33,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":61,"\u6bcf\u4e2aparamet":32,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":32,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":60,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":33,"\u6bcf\u969410\u5206\u949f":32,"\u6bd4\u5982":[33,61],"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":61,"\u6bd4\u5982\u5c06":81,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":32,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":33,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":33,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":60,"\u6ce8":[32,81],"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[60,61],"\u6ce8\u610f":61,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":61,"\u6d4b\u8bd5\u672c\u6b21release\u7684\u6b63\u786e\u6027":81,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":61,"\u6d6e\u70b9\u578b\u6570\u636e":33,"\u6df1\u5165paddlepaddl":61,"\u6dfb\u52a0":60,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[60,61],"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":61,"\u70b9\u51fb":81,"\u7136\u540e\u5728\u524d\u5411":60,"\u7136\u540e\u5728etcd\u7684":32,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":47,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":47,"\u7136\u540e\u6309\u7167\u4e0a\u8ff0\u7684\u65b9\u6cd5":81,"\u7136\u540e\u70b9\u51fb":81,"\u7248\u672c\u5206\u652f":81,"\u7248\u672c\u53f7":81,"\u7248\u672c\u53f7\u5bf9\u5e94\u7684tag\u5373\u53ef":81,"\u7248\u672c\u53f7rc":81,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":81,"\u7279\u6709\u7684\u8bbe\u5907id":61,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":60,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":64,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":33,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":33,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":64,"\u751f\u6210\u6587\u6863":64,"\u751f\u6210\u7684":33,"\u751f\u6210\u7ed9\u5b9a":33,"\u751f\u6210api\u6587\u6863":64,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":47,"\u7528":47,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":61,"\u7528\u4e8e\u7ba1\u7406mkl":61,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":60,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":61,"\u7528\u4e8emkl":[60,61],"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":33,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":33,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":65,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":33,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":65,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":33,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":47,"\u7528\u6237\u901a\u8fc7c":65,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":60,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":32,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":32,"\u7531\u4e8ec":64,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":47,"\u7531\u4e8emkl":61,"\u7531\u4e8epypi":81,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":61,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":47,"\u7684\u4e00\u4e2a\u5b50\u96c6":61,"\u7684\u4fe1\u606f":61,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":61,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":64,"\u7684\u57fa\u672c\u903b\u8f91":61,"\u7684\u5934\u6587\u4ef6":64,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":61,"\u7684\u60c5\u51b5\u4e0b":60,"\u7684\u63a5\u53e3\u6837\u5f0f":64,"\u7684\u6570\u636e\u6d41\u56fe":33,"\u7684\u65f6\u5019":61,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":61,"\u7684\u683c\u5f0f\u5b58\u50a8":61,"\u7684\u6982\u5ff5":61,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":64,"\u7684\u7248\u672c":81,"\u7684\u7ed3\u679c":60,"\u7684\u7f29\u5199":47,"\u7684\u7f51\u7edc\u6a21\u578b":60,"\u7684\u89c4\u8303":64,"\u7684\u89d2\u5ea6":33,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":33,"\u7684flag":[60,61],"\u7684vanilla":60,"\u76ee\u524d\u53ea\u8003\u8651":61,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":32,"\u76ee\u524d\u5728paddlepaddle\u4e2d":61,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":61,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":64,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":47,"\u76ee\u524d\u7684\u4f18\u5316":61,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":64,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":60,"\u76ee\u5f55\u4e0b":65,"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":61,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":64,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":65,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":64,"\u76f8\u5173\u5c42":60,"\u77e9\u9635\u5927\u5c0f\u662f":60,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":64,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":64,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":32,"\u79bb\u7ebf\u6279\u5904\u7406":33,"\u7b2c\u4e00\u4e2atag\u4e3a":81,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":81,"\u7b2c\u4e8c\u4e2a\u4e3a":81,"\u7b49":[61,65],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":65,"\u7b49\u5f85\u7f16\u8bd1\u5b8c\u6210\u540e":81,"\u7b49\u6587\u4ef6":65,"\u7c7b\u4f3c":65,"\u7c7b\u540d\u548cc":64,"\u7c7b\u578b":64,"\u7ed3\u8bba":64,"\u7edf\u4e00\u7528":33,"\u7f16\u8bd1\u5668\u6ca1\u6709":64,"\u7f16\u8bd1\u578b\u8bed\u8a00":64,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":61,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":81,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":81,"\u7f16\u8bd1c":65,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":65,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":64,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":65,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":47,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":32,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":64,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":64,"\u800c\u5bf9\u4e8egolang":64,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":64,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":65,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":33,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":64,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":32,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":65,"\u826f\u597d\u7684\u6587\u6863":64,"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":61,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":32,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":65,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":61,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":64,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":64,"\u8ba1\u5212\u5728":[60,61],"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":32,"\u8ba9paddle\u6838\u5fc3\u4e2d":65,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":32,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":81,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":81,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":81,"\u8bbe\u7f6e":65,"\u8bc6\u522b\u6570\u5b57":81,"\u8bcd\u5411\u91cf":81,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":60,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":61,"\u8be6\u7ec6\u8bbe\u8ba1":47,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":81,"\u8bf4\u660e":32,"\u8bf7\u53c2\u8003":65,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":61,"\u8f6c\u6362\u5197\u4f59":60,"\u8f6c\u6362\u51fd\u6570":61,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":33,"\u8f6c\u6362\u8017\u65f6":60,"\u8f93\u5165\u68af\u5ea6":61,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":61,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":61,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":32,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":60,"\u8fd1\u671f\u76ee\u6807":61,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":81,"\u8fd8\u662f\u4ece":33,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":65,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":60,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":65,"\u8fd9\u4e09\u4e2a\u5206\u652f":81,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":60,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":65,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":65,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":65,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":64,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":64,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":65,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":65,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":65,"\u8fd9\u4e2a\u9009\u62e9":[60,61],"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":65,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":33,"\u8fd9\u4e9b\u4f1a\u5728":[60,61],"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":61,"\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":33,"\u8fd9\u4e9b\u955c\u50cf\u4e5f\u53ef\u4ee5\u4ece":81,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":64,"\u8fd9\u662f\u56e0\u4e3a":64,"\u8fd9\u6837":65,"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":61,"\u8fd9\u6837\u4fdd\u8bc1":81,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":33,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":47,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":61,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":61,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":64,"\u8fd9\u91cc":61,"\u8fd9\u91cc\u7684dockerimage\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883\u4ee5\u652f\u6301\u66f4\u591a\u7684linux":81,"\u8fd9\u91cc\u9009\u62e90":81,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":32,"\u8fdb\u4e00\u6b65\u4f18\u5316":61,"\u8fdb\u5165":81,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":81,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":61,"\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u7248\u672c":81,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":47,"\u901a\u5e38":65,"\u901a\u5e38\u5305\u542b\u4e00\u4e2acpu\u7248\u672c\u548c\u4e00\u4e2agpu\u7248\u672c":81,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":32,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":60,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":65,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":47,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":81,"\u90a3\u4e48":65,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":61,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":61,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":61,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":33,"\u90fd\u662f\u4ee5ext\u5f00\u5934":61,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":64,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":60,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":47,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":32,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":64,"\u91cc\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u5206\u652f":81,"\u91cc\u9762\u6dfb\u52a0":61,"\u91cd\u5199\u7236\u7c7blayer\u7684":61,"\u91cd\u547d\u540d\u6210":64,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":64,"\u9519\u8bef\u5904\u7406":64,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":64,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":64,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":65,"\u96c6\u6210\u5230":60,"\u96c6\u6210\u5230paddlepaddl":61,"\u9700\u8981":33,"\u9700\u8981\u4fee\u6539build":81,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":47,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":65,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":81,"\u9700\u8981\u5f15\u7528":65,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":64,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[61,81],"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":61,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":65,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":81,"\u9ed8\u8ba4256k":47,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":60,"abstract":[40,46,50,71,80,82,98,116],"api\u4e2d\u4f7f\u7528":64,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":65,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":65,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":65,"api\u63a5\u53e3":47,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":65,"api\u65f6":65,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":65,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":65,"api\u66b4\u9732\u7684\u7c7b\u578b":65,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":65,"api\u7684\u5b9e\u4f8b":65,"api\u7684\u5b9e\u73b0\u7ec6\u8282":65,"api\u7684\u63a5\u53e3":65,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":65,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":65,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":65,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":65,"apis\u505a\u4e86\u5c01\u88c5":60,"block\u6784\u6210\u4e00\u4e2amodel":32,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":81,"boolean":[17,18,46,48,56,64],"break":[9,30,87,88],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":81,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":81,"byte":[9,11,47,63],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":64,"c\u6709\u6807\u51c6\u7684abi":64,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":64,"case":[4,16,18,34,40,41,46,50,59,65,71,75,77,78,95,98,99,105,110,117,124],"char":36,"ci\u73af\u5883\u4f7f\u7528":81,"ci\u7f16\u8bd1wheel\u5b8c\u6210\u540e\u4f1a\u81ea\u52a8\u5c06docker\u955c\u50cfpush\u5230dockerhub":81,"class":[1,2,3,4,5,6,7,9,10,14,16,18,20,23,25,26,29,40,41,44,45,49,50,51,52,54,55,57,59,64,68,69,73,74,78,79,80,82,83,84,85,87,99,100,101,106,115],"compute\u51fd\u6570":60,"const":[29,34,36,49,51,57,58,72,73,75,79,82,84,85,86,87,98,99,100,101],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":65,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":65,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":65,"core\u6982\u5ff5":65,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":33,"default":[2,3,4,5,6,7,9,10,11,14,18,22,25,26,29,30,40,44,53,57,63,66,67,75,76,82,83,84,88,89,90,92,96,97,99,100,104,107,108,110,111,116,118,120,121,122,124],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":61,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":61,"dnn\u4e2d\u7684":61,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":61,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":61,"dnn\u4f1a\u7528\u5230":61,"dnn\u5171\u540c\u4f7f\u7528":61,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":61,"dnn\u5728\u53d1\u5e03":61,"dnn\u5b9e\u73b0":61,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":61,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":61,"dnn\u7684":61,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":61,"dnn\u7684\u6027\u80fd":61,"dnn\u7684\u60c5\u51b5\u4e0b":61,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":61,"dnn\u7684\u6d4b\u8bd5":61,"dnn\u7684\u73af\u5883\u4e0b":61,"dnn\u7684\u76f8\u5173\u529f\u80fd":61,"dnn\u7684\u7ed3\u679c":61,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":61,"dnn\u7684layer":61,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":61,"enum":[34,36,66,73,74,83,84,88,100],"export":[50,55,90,102,107],"final":[4,5,18,27,28,41,55,67,68,87,98,99],"float":[2,3,4,6,9,18,44,49,57,84,85,86,98,99,100,101,105,118],"function":[4,5,9,17,18,19,23,26,28,29,31,35,36,37,39,40,41,44,45,49,51,54,57,62,67,68,71,72,73,74,75,77,78,79,80,82,84,87,95,98,99,100,101,104,105,107,109,116,124],"golang\u53ef\u4ee5\u4f7f\u7528":64,"golang\u7684":64,"gpu\u7b49":81,"h\u5e76\u4e0d\u56f0\u96be":64,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":33,"import":[3,4,26,29,30,40,43,51,53,55,56,62,67,68,74,82,92,93,95,99,105,107,109,110,122],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":47,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":33,"instance\u5305\u6db5\u4e24\u4e2a\u503c":33,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":33,"int":[2,3,4,5,9,10,11,18,19,28,29,34,35,36,39,40,42,56,57,60,61,62,64,65,73,74,76,77,83,84,85,87,88,98,100,101,107,118],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":64,"layer\u65f6":61,"layer\u7684\u540e\u9762\u63a5\u6709cpu":61,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":81,"long":[4,5,9,105],"mkl\u5e93\u7684":60,"mklml\u4ee5\u53camkl":61,"mklml\u53ef\u4ee5\u4e0emkl":61,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":61,"mode\u4e0b\u7684\u7ed3\u679c":60,"model\u505a\u5206\u652f\u7ba1\u7406":81,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":33,"new":[4,9,18,27,28,29,30,31,34,35,36,37,38,41,44,49,50,59,60,62,66,68,71,76,77,78,80,84,87,93,96,97,103,110,111,124],"note\u7684\u4e66\u5199":81,"null":[55,98,116],"op\u7684\u4fe1\u606f":61,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":61,"org\u76ee\u524d\u9075\u5faa":81,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":60,"packed\u76f8\u5173\u529f\u80fd":60,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":64,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":64,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":64,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":64,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":65,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":64,"paddle\u7684c":65,"paddle\u8bad\u7ec3\u4efb\u52a1":33,"paddle\u8def\u5f84\u4e0b":65,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":64,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":65,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":64,"paddle_\u7c7b\u578b\u540d":65,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":65,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":61,"paddlepaddle\u4f7f\u7528git":81,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":81,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":33,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":81,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":81,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":81,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":61,"patch\u53f7":81,"patch\u53f7\u52a0\u4e00":81,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":47,"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":47,"pfsserver\u63d0\u4f9brest":47,"public":[10,14,18,29,49,52,57,73,79,82,84,85,87,98,99,100,101,107,110,111],"py\u4e2d":81,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":81,"pypi\u4e0d\u652f\u6301\u8986\u76d6\u4e0a\u4f20":81,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":33,"reader\u8f93\u51fa\u7684data":33,"resnet\u7684mkl":61,"return":[2,3,4,5,7,9,10,11,14,17,18,19,20,25,26,27,28,29,33,34,36,39,40,45,49,51,52,53,55,57,58,59,62,67,68,69,73,74,75,79,82,84,85,87,95,98,99,100,101,109,110],"rnn\u90e8\u5206\u4e2d":60,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":33,"server\u4e4b\u4e0a":32,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":32,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":32,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":32,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":32,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":32,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":32,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":32,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":32,"server\u751f\u6210\u4e00\u4e2auuid":32,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":32,"server\u7684\u6570\u636e\u5feb\u7167":32,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":32,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":32,"short":[4,5,49,53,76,82,87,99],"static":[25,36,65,82,84,110,121,124],"super":[76,98],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":64,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":64,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":64,"swig\u76f4\u63a5\u8bfb\u53d6c":64,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":64,"switch":[29,65,110],"tag\u4e3a":81,"tag\u53ef\u4ee5\u662flatest\u6216latest":81,"tag\u7684\u66f4\u65b0\u65f6\u95f4\u662f\u5426\u5728\u4e0a\u8ff0\u7f16\u8bd1wheel\u5305\u5b8c\u6210\u540e\u662f\u5426\u6700\u65b0":81,"throw":110,"true":[2,3,4,5,6,7,9,11,16,18,19,25,26,28,29,34,50,56,60,69,74,75,76,77,81,84,87,95,98,107,110,116,118],"try":[30,31,34,35,36,50,55,59,62,77,82,90,92,96,105,109,121],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":65,"var":[17,28,29,40,44,51,52,54,56,69,74,75,76,78,82,86,87,102],"void":[29,34,36,46,49,51,52,57,62,63,64,65,74,75,83,84,85,86,98,99,100,101],"wheel\u5305":81,"while":[2,4,9,18,29,38,50,55,58,59,68,71,72,77,80,82,85,95,99,101,116],AGE:[110,111],AWS:[9,33,107,113,114],Abs:18,And:[3,4,6,9,10,11,18,25,27,34,38,39,46,53,55,66,70,73,77,82,85,95,110,118],But:[4,5,9,18,27,52,58,66,73,82,92,97,107,124],EOS:4,For:[3,4,5,6,9,18,25,26,28,29,35,36,37,39,40,41,44,45,50,51,52,54,57,59,63,66,67,68,71,72,73,74,75,76,77,78,79,80,83,84,85,86,88,89,90,93,95,97,98,99,100,101,104,105,109,115,116,118,120,122,124],IDE:[96,121],IDs:[10,18,38,68],IPs:107,IRs:41,Into:110,Its:[3,4,51,83,95,99,110],K8s:124,NMS:4,NOT:[18,76,99],Not:[26,31,59,92,124],OPs:[41,43,109],One:[3,5,18,25,27,38,63,66,82,86,95,98,116],Ops:[78,80,84,99],PFS:47,PRs:102,QoS:111,Such:[57,76,87],TLS:[26,47,110],That:[4,9,70,90,116,118],The:[1,2,3,4,5,6,9,10,11,14,17,18,19,22,25,26,27,28,30,31,35,37,38,39,41,43,44,45,48,49,51,55,58,59,62,63,65,67,68,70,71,73,74,75,76,77,80,82,83,84,85,86,87,88,90,92,95,96,97,98,99,100,101,102,104,105,106,107,108,109,110,111,116,118,120],Their:[4,31],Then:[4,5,18,40,41,52,57,59,70,73,75,89,90,92,95,98,104,105,107,109,110,111,112],There:[3,4,10,18,25,26,29,30,31,36,38,39,41,48,49,50,55,59,66,67,68,71,72,73,76,80,82,83,85,99,105,110,120,121],These:[3,11,28,29,44,49,54,69,80,83,84,89,107,118],Use:[3,9,18,26,42,48,77,78,89,98,104,105,110,116,117,122],Used:[5,14,19,78,85],Uses:[59,121],Using:[18,31,50,71,77,78,80,82,91,96,101,111],VMs:96,VPS:110,WITH:122,Will:[9,25],With:[4,5,40,44,50,70,74,87],YES:39,Yes:[61,90,96],___fc_layer_0__:110,__align__:49,__cuda_align__:49,__device__:49,__doc__:84,__file__:39,__forceinline__:49,__fp16:49,__global__:49,__gradient_machines__:25,__hadd:49,__half:49,__half_raw:49,__impl__:84,__init__:[44,45,53,59,69,76,87,98,104],__main__:53,__metaclass__:99,__name__:53,__param_conf__:25,__rnn_step__:95,__tmp_params__:25,__va_args__:79,__x:49,_addup_repetitive_outputs_:28,_append_backward_ops_:[28,44],_append_backward_vars_:28,_binari:30,_create_global_var:76,_def:59,_dtype:55,_filer:62,_filter:62,_fwd:62,_fwd_pd:62,_input:62,_librari:30,_link:5,_live_in:59,_live_out:59,_loss:53,_op:[55,99],_output:62,_presucessor:59,_program:59,_proj:4,_remove_no_grad_branch_:28,_reorder_input:62,_source_language_embed:95,_src_input:62,_sucessor:59,_target_language_embed:95,_test:30,_update_op:45,_use:59,_value_index:55,a75:49,a_op:99,aaaaa:33,aaaaaaaaaaaaa:110,abbrevi:11,abc:4,abi:120,abil:53,abl:[4,26,28,41,57,69,73,76,124],about:[5,11,29,30,39,43,48,51,59,67,77,82,84,85,90,92,93,99,104,105,110,115,116,120,122],abov:[3,4,18,26,28,29,30,31,35,40,41,49,50,51,52,54,62,67,68,69,70,71,73,74,76,84,86,87,90,91,93,96,97,99,100,101,104,105,110,111,120,124],abs:[5,16,27,53],abs_numerical_grad:27,absolut:[90,120,122],acc:41,acceler:[4,32,61,70,71,90,118],accept:[2,4,9,18,26,78,120],access:[4,5,18,26,30,35,38,39,40,41,76,92,95,107],accessmod:110,accessor:76,accord:[3,4,11,18,27,28,36,41,43,54,68,78,87,99,107,115,116,118],accordingli:[3,4,98],account:[78,97,124],accrodingli:34,accumul:[31,36,45,70,71],accur:[27,38,73],accuraci:[3,14,45,98],achiev:[43,70,71,85,105],ack:116,acquir:50,across:[4,9,28,41,67],act1:55,act2:55,act:[4,5,18,19,29,41,55,68,76,87,93,95,106,109],act_output:84,act_typ:55,actgat:18,action:110,activ:[5,18,19,24,30,55,59,68,73,76,80,84,93,95,98,101,102,116],activi:5,actnod:18,actual:[4,18,34,44,50,53,55,62,66,71,84,85,86,101],actual_layout:62,adagrad:[20,71,83],adagradoptim:69,adam:[20,26,36,41,53],adamax:20,adapt:[3,6,25,73,86],add:[4,5,9,16,18,20,23,25,27,28,29,30,34,38,41,43,45,49,52,56,58,69,71,75,76,78,80,82,85,89,96,97,98,99,101,105,106,118,122],add_activ:76,add_bia:76,add_depend:30,add_execut:30,add_input:[67,98],add_memori:67,add_output:67,add_scalar:[29,68,74],add_sum:76,add_test:[30,98],add_two:[29,67],add_unittest_without_exec:98,addattr:[84,99],addbia:98,addcom:[84,99],added:[3,4,14,18,23,25,29,43,44,49,66,70,71,80,97,98,99,100],adding:[80,97],addinput:[84,99],addit:[4,5,28,70,73,78,80,87,99,101],addition:67,addmemori:62,addop:[52,101],addoutput:99,addprimit:62,addprimitivedesc:62,addr:31,address:[31,36,40,41,90,105,107,108,109,112,116,124],addrow:98,addtolay:4,addtyp:84,adjust:[28,44],admin:124,administr:[38,96,124],adopt:[49,53],advanc:[27,95,105,116],advantag:[27,49,50,71,77,107],adversari:[53,77],advic:105,affect:[4,29],affili:68,afford:35,aforement:30,after:[4,5,10,11,18,28,29,30,35,36,38,41,42,43,44,46,48,49,59,62,70,72,73,76,89,90,95,97,98,99,100,101,104,107,108,110,111,116,118,120,121],aftern:73,again:[26,31,71,105],against:110,age:10,agg_level:4,aggreg:[45,70,110],ago:30,aid:105,alex:18,alexnet_pass1:118,alexnet_pass2:118,algo:62,algorithm:[4,6,18,28,35,44,59,62,68,71,80,86,95],alia:[1,2,4,18],align:[4,5,9],all:[2,3,4,14,16,18,19,25,26,28,29,30,31,34,36,38,39,40,41,42,44,46,48,50,53,54,55,58,59,62,63,65,66,67,68,69,70,71,73,74,76,78,84,85,90,95,96,98,101,105,106,107,108,109,110,111,115,116,118,120,121,122,124],all_output_nam:28,alloc:[2,36,39,59,62,85,98,101,106,118],allow:[26,36,40,41,44,50,71,80,97,98,105,110,116],allow_only_one_model_on_one_gpu:[115,116,118],allreduc:70,almost:[18,96,108],along:[4,11,18,19],alpha:[18,30,80],alreadi:[18,30,31,50,62,76,82,90,105,108,110,116,122],alreali:115,also:[4,5,10,18,26,28,29,30,34,37,41,49,50,52,53,54,55,58,59,66,67,68,71,72,73,74,75,76,77,80,82,84,85,87,88,89,90,92,95,96,98,99,102,105,107,109,111,120,124],altern:[99,104],although:[28,70],altogeth:124,alwai:[4,5,18,25,30,63,83,110,116],amazon:[110,111],amazonaw:110,amazonec2fullaccess:110,amazonelasticfilesystemfullaccess:110,amazonroute53domainsfullaccess:110,amazonroute53fullaccess:110,amazons3fullaccess:110,amazonvpcfullaccess:110,ambigu:77,amd64:110,amd:66,amend:97,among:[18,110],amort:70,amount:[18,105],analys:73,analysi:[73,104,105],analyz:59,ancestor:[74,76],andd:110,andrew:59,android:[122,123],android_abi:120,android_api:120,android_arm_neon:120,android_native_api_level:120,android_standalone_toolchain:120,android_toolchain:120,ani:[4,5,9,18,20,26,30,31,36,38,39,40,41,46,49,50,57,59,63,68,70,71,76,77,79,80,86,89,96,99,101,105,109,110,112,122],annoi:108,announc:49,anoth:[4,9,25,26,28,29,39,50,51,62,68,76,82,84,85,86,96,110,116],anroid_arm_mod:120,ans:110,answer:[40,50,97,110],anymor:70,anyon:18,anyth:[9,68,77,110],anytim:53,anywai:[104,120],apach:61,apart:18,api:[10,14,25,26,28,30,36,37,39,40,45,47,52,53,55,67,72,73,78,81,87,88,89,92,98,99,104,105,107,109,110,119,120,121,122,124],api_shar:30,api_test:30,api_trainer_config_helpers_lay:95,apiserv:110,apivers:[110,111],app:121,appar:28,appear:[40,50,54,85],appel:59,append:[18,25,28,44,45,68,76,77,95,97,98,107],append_backward:[20,28,69,104],append_batch_s:18,append_clip_op:44,append_gradient_machin:25,append_op:[44,58,76],append_oper:76,appl:121,appleyard:105,appli:[4,18,53,54,70,73,82,95,98],applic:[22,40,49,50,51,54,76,78,97,99,104,105,107,110,111,124],applyl1:34,appoint:99,appreci:97,approach:[4,41,42,43,70,71,72,80,120,122,124],approxim:[16,18,71],apt:[90,104],arang:18,arbitrari:[4,41,63,101],arch:120,architectur:[49,89,107,120,121],archiv:[10,64,65],area:53,arg:[3,5,22,28,55,69,84,99,115],arg_nam:4,argmax:18,argu:75,argument:[4,9,11,22,28,29,34,35,41,69,72,75,76,89,95,97,98,116,117],arithmet:49,arm64:[120,121],arm64_standalone_toolchain:120,arm:[49,120,121,122],arm_standalone_toolchain:120,armeabi:120,armv7:[49,121],armv8:49,arn:110,around:[4,38,59,76,110,124],arrai:[2,4,9,11,18,25,36,40,54,68,74,76,77,78,87,99],arrang:87,arrari:18,array_to_lod_tensor:59,arrow:53,articl:[51,54,96,107,109,111,122],artifact:[81,92,110],artifici:[16,59],arxiv:[5,16,18,53],as_row_vector:4,as_step_input:29,asap:100,asgd:71,ask:[28,31,38,96],assgin:59,assign:[3,4,19,28,35,40,42,44,49,51,70,101,107,109,110,116,124],assignmemt:59,associ:[72,79,101],assum:[3,4,18,29,41,62,90,95,109,118],assumpt:41,ast:40,astyp:[77,99],asyc:31,async:[31,115],async_count:116,async_lagged_grad_discard_ratio:116,async_lagged_ratio_default:[115,116],async_lagged_ratio_min:[115,116],asynchron:[31,70,73,107,116],atom:42,att_seq:5,attach:5,attend:5,attended_sequ:5,attenion:5,attent:[4,5,19],attn_scor:19,attr1:4,attr2:4,attr:[2,4,5,18,29,40,55,58,62,74,75,76,84,95,99],attr_map:84,attrdesc:74,attribu:62,attribut:[4,5,18,24,28,29,43,44,58,74,76,78,82,84,87,98,99],attributemap:99,attrproto:84,attrtyp:[74,84,99],attrvalu:84,auc:[45,115],aucvalidationlay:116,authent:110,author:[47,110],auto:[29,34,42,51,62,64,75,78,82,86,87,89,97,98,99,101,105],autom:[107,110],automat:[4,18,26,28,36,41,43,44,52,69,78,84,89,95,97,98,99,104,108,109,110,115,116,121],avail:[31,36,43,49,50,59,92,110,124],averag:[3,4,7,18,25,35,116],average_test_period:[115,116],avg:[105,109],avg_cost:[41,106,109],avg_loss_valu:109,avg_x:18,avgpool:4,avoid:[27,29,31,41,58,62,70,71,72,89,105],avx2:89,avx:[89,90],awai:50,await:111,awar:[26,40,45,51,67,76,96,104,110],awk:112,aws:47,aws_account_id:110,awsaccountid:110,awskeymanagementservicepowerus:110,axes:18,axi:[4,18],axis:4,aync:43,b363:111,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:111,ba5f:110,back:[4,18,25,28,31,41,49,53,71,90,99],background:[3,4,80,107],background_id:[3,4],backpropag:[27,28],backward:[1,4,5,23,27,29,34,36,44,53,60,61,69,71,72,75,79,80,95,98,106,116,118],backward_first:95,backward_op:27,backwardactiv:98,baidu:[50,111],bake:41,balanc:[43,70,110,116],bandwidth:[49,70],bare:[109,111,124],barrier:[107,116],barrierstatset:105,basci:55,base:[3,4,7,9,10,14,16,18,20,23,26,35,44,45,49,50,57,62,66,69,70,71,73,78,79,80,85,87,95,96,98,99,104,105,106,110,116,120,121],baseactiv:5,baseerrorclipattr:44,baseev:25,basematrix:98,basenam:3,basepoolingtyp:[4,5],basestr:[2,3,4,5,7,25],bash:[89,90,96,107,110,111],basic:[4,25,41,55,62,73,74,78,79,87,98],batch:[4,5,9,11,14,18,19,25,26,29,31,33,34,41,45,46,50,53,56,66,67,68,70,71,87,97,98,109,110,111,116],batch_id:[25,53],batch_im:53,batch_images_from_tar:11,batch_label:53,batch_norm:53,batch_norm_lay:5,batch_norm_typ:4,batch_read:[33,77],batch_siz:[9,41,53,60,68,109],batch_szi:53,batch_z:53,batchnorm:[18,53],batchsiz:[4,98],bazel:30,bbbbb:33,bbox:3,bcd:4,bcebo:10,bcm2708:122,bdist_wheel:81,beacus:55,beam:[4,95,116],beam_gen:[4,95],beam_search:[25,68,95],beam_siz:[4,68,95,115,116,118],becaus:[3,4,10,19,26,29,30,31,36,49,68,72,76,77,80,82,83,86,87,88,95,96,98,101,104,110,118,120],becom:[42,43,82,85,105],been:[4,5,18,28,30,35,50,96,97],befor:[4,5,18,28,31,38,44,48,51,54,66,71,72,73,77,80,89,90,97,99,100,104,110,120,121,124],begin:[3,4,14,18,28,34,36,45,48,54,68,70,98,107],beginiter:[25,26],beginn:95,beginpass:[25,26],begintrain:26,behavior:[18,105],behind:[50,87,109],being:[18,28,38,44,50,75,77,101,104],belong:[3,4,41,82],below:[18,29,31,36,41,43,49,50,63,72,77,80,87,88,89,92,95,98,105,107,110,120,121],benchmark:63,benefit:[5,38,39,68],bengio:16,besid:[4,10,41,59,66,70,92],best:[30,62,90,96,116],besteffort:111,beta1:[6,20],beta2:[6,20],beta:[18,53],better:[5,30,50,59,62,68,86,110,121,124],between:[3,4,11,18,25,28,30,31,36,41,43,49,50,62,65,70,72,79,82,90,99,101,110],bgr:11,bi_gru:5,bi_lstm:5,bia:[4,5,18,68,76,95,98],bias:[4,18,98],bias_attr:[4,5,18,76,95],bias_initi:18,bias_param_attr:5,biases_:98,biasparameter_:98,biassiz:98,bidi:111,bidirect:[4,5,95],big:[40,43,59,105,124],bigger:[18,31],bilinear:4,bilinear_interpol:4,bilinearfwdbwd:105,bin:[90,107,110,111],binari:[3,4,9,18,30,39,41,49,51,53,63,89,91,92,96,104,105,110],bind:[40,49,52,82,85],bioinf:18,bit:49,bitcod:121,bla:[90,121],black:[53,121],blank:[4,18,110,121],block0:59,block1:59,block2:59,block:[4,28,32,34,36,40,41,42,43,44,45,46,50,57,59,66,67,69,85,88,98,99,101,105,116],block_i:4,block_id:[40,46],block_x:4,blockdesc:[29,54,76,78],blockdescbind:57,blockingcount:42,blueprint:68,bn_bias_attr:5,bn_layer_attr:5,bn_param_attr:5,book:[10,78,95,102,106],bool:[2,3,4,5,6,7,9,11,18,25,29,49,56,58,60,61,62,75,76,83,84,87,88,98,100,116,118],boost:[66,85,100],boot:[4,95,124],boot_bia:4,boot_bias_active_typ:4,boot_lay:95,boot_stat:87,boot_with_const_id:4,bootstrapp:124,borrow:[53,87],bos_id:[4,95],both:[1,2,4,5,11,18,26,29,30,31,38,41,43,49,50,53,57,59,66,68,70,73,75,83,85,95,98,99,101,102,105,107,109,110,121],bottl:70,bottleneck:[73,105],bottom:25,bound:[4,18,59],boundari:41,boundri:3,box:[4,53,105],brace:[29,54],brain:38,branch:[4,18,26,29,30,41,50,56,74,81,92,97,99,102],breadth:116,break_if:87,brief:[30,36,49,85,101],briefli:105,bring:[50,59,101],broadcast:[18,31,70,78,124],broken:97,browser:[90,102,104,110],bsd:[70,96],bucket_nam:110,buddy_alloc:97,buf:34,buf_siz:[9,41,109],buffer:[9,34,62,63,71,77,82,106,116],buffer_s:9,buffered_read:77,bufsiz:9,bug:[97,110],build:[4,10,30,39,41,54,55,59,61,71,80,81,84,90,92,93,97,99,104,107,109,110,113,114,116,123],build_android:120,build_dict:10,build_model:53,builder:97,buildtool:81,built:[30,40,41,49,51,59,66,70,84,87,89,92,96,104,120,122,124],bunch:[63,105,107],button:[97,102,110],c11:64,c703c041:97,c99:65,c99e:110,cach:[49,89],cacul:[5,45,107],caff:[29,50],caffe2:[29,40,50],calcul:[3,4,5,14,18,27,28,31,36,42,45,49,59,90,95,98,105,107,116,118],calcut:59,calendar:73,call:[3,4,5,9,18,25,26,27,28,29,34,35,36,37,39,40,41,44,51,53,54,59,67,68,69,73,76,78,79,82,84,85,87,93,95,96,98,99,100,101,104,105,107,109,110,116],callabl:[2,4,9,10],callback:[44,98],caller:[27,104,110],can:[2,3,4,5,9,10,11,18,19,22,25,26,27,28,29,30,31,34,35,38,39,40,41,43,44,46,49,50,51,52,53,54,55,57,58,59,62,66,67,68,69,70,71,73,74,75,76,77,78,79,80,84,85,86,87,88,89,90,91,92,93,95,96,97,98,99,100,101,102,104,105,107,108,109,110,111,112,115,116,118,120,121,122,124],cancel:38,candid:[4,18,68],candidate_activ:18,cannot:[78,82,86,87,98,99],cantain:55,capabl:[49,72,78],capac:[80,110],capi:[64,89],capi_prvi:65,caption:68,captur:[4,108],card:[70,107,109],care:[5,39,59,77,85,90,115,116,124],carefulli:116,caret:25,carpedm20:53,carri:18,cast:[49,86],cast_to_op_attr:84,cat:[9,11,90,112],categor:99,categori:[4,10,31],categorig:10,categoryfil:111,caus:[31,48,92,99],caution:[110,111],cbla:60,cc_:30,cc_binari:30,cc_test:30,cclient:37,cde:4,cdn:10,cduadevicecontext:[66,85],ceil:4,ceil_mod:4,cell:[4,5,18],cell_activ:18,cell_t_prev:18,cell_valu:18,center:11,center_crop:11,cento:[89,92,93,124],central:[80,109],ceph:[9,33,111],cephf:[33,39,47],certain:[18,58,66,69,73,82,85,100,115],certif:[26,47,110],cffi:64,cfg:[59,111],cgo:64,chain:[9,28,54,98],challeng:[4,31,50,56,85],chanc:[26,49,98],chang:[4,10,30,35,39,41,50,62,72,74,77,79,81,82,89,95,97,98,99,101,105,107,109,110,116,120],changes:62,channel:[4,5,11,18,40,105],channel_shar:4,chapter:[67,68,109],chapter_data:67,chapter_out:67,characterist:118,check:[9,17,28,29,30,44,62,75,78,89,92,97,99,102,107,110,116,118],check_align:9,check_attr:84,check_eq:98,check_grad:[27,99],check_l:98,check_output:99,check_sparse_distribution_batch:[115,116],check_sparse_distribution_in_pserv:[115,116],check_sparse_distribution_ratio:[115,116],check_sparse_distribution_unbalance_degre:[115,116],check_styl:97,checker:78,checkgrad:116,checkgrad_ep:116,checkmark:124,checkout:97,checkpoint:[43,75],checksum:47,child:29,china:90,chines:102,chip:50,chmod:110,choic:[18,30,50,90],choos:[18,58,89,90,91,96,100,116,120],chosen:[53,66],chunk:[35,47],chunk_schem:3,chunktyp:3,chw:11,circl:54,circumst:85,claim:110,claimnam:110,clang:[49,64,97,120],clarifi:[3,18],clariti:68,classdim:18,classic:[4,59],classif:[4,16,18,54,118],classifi:[4,53],classification_error_evalu:3,classification_evalu:3,claster:110,clean:[29,30,46,72,78,89,96,97],clear:[3,30,68,72,82,86,122],clearer:[72,76],clearli:82,cli:110,click:[92,97,102,104,105,110],client:[34,37,78],clip:[2,5,116],clip_op:44,clip_op_desc:44,clock:4,clone:[4,89,96,97,102,104,120,122],close:[77,97],cloud:[30,31,39,47,48,78,124],cloud_read:9,cludform:110,cluster:[9,25,26,29,31,36,41,111,115,116],cluster_test_fil:107,cluster_train:108,cluster_train_fil:107,cluster_train_v2:[108,112],cm469:110,cmake:[65,89,96,97,98,99,102,104,105,120,121],cmake_build_typ:[104,120,121,122],cmake_c:121,cmake_install_prefix:120,cmake_system_nam:[120,121,122],cmakelist:[30,60,61,98],cmatrix:[64,65],cmd:111,cname:110,cnn:[4,18,111],coars:52,code:[4,9,26,28,30,38,41,43,46,49,52,53,54,58,63,66,69,71,72,73,75,77,78,79,80,84,87,89,90,92,93,95,96,98,99,100,101,102,103,105,107,109,110,111],codebas:[78,97],coeff:4,collabor:31,collect:[4,10,25,73],collectbia:98,color:11,colour:10,column:[3,4,18,54,77,98,104],column_evalu:3,com:[4,5,10,30,53,81,89,96,97,102,104,106,110,111,120,122,124],combin:[3,4,5,9,20,25,59,69,78,82],come:[41,45,59,74,87],comma:[22,25,36,109,116],command:[9,22,30,34,39,48,89,90,92,93,96,97,98,99,102,103,104,105,108,109,110,111,112,113,114,120,121,122],commandlin:105,comment:[18,30,55,84,97,99],commit:[30,97],common:[11,16,20,23,33,80,85,95,98,115],commonli:[48,80,95,104,105,118,122],commun:[31,36,37,41,43,70,97,98,107,109,110],compani:50,compar:[27,30,40,78,96,98,99],comparison:[30,50,100],compat:[19,49,52,70],compil:[4,30,41,50,55,57,59,66,70,79,83,84,88,96,98,102,107],complaint:30,complet:[4,5,10,18,20,25,28,29,31,35,36,44,47,54,63,66,78,91,98,99,101,104,109,110,111,124],complex:[5,38,59,68,78,95,105],complic:[4,41,52,77,86,87],compon:[41,55,87,88,98,100],compos:[9,19,26,52,55,67,76,78],composenotalign:9,composit:52,compress:35,compris:28,compromis:96,comput:[4,5,18,19,22,26,27,31,41,43,46,49,50,51,55,59,63,66,69,70,71,73,79,82,85,86,88,90,95,96,97,98,99,100,104,105,106,107,109,110,118,120,121,122],computation:[4,95],computationgraph:55,con:70,concat:[53,95],concaten:[4,5,18,53,67,87],concentr:78,concept:[3,26,40,50,52,53,55,62,67,68,71,72,74,82,87,88,95],conceptu:[46,50,53,55],concern:[26,45,121],concis:[53,87],conckerneltrac:22,conclud:99,concret:[78,85,99],concurr:[31,38,43,73,107],concurrentremoteparameterupdat:116,cond:[18,29,50,56,74],condit:[4,18,35,41,50,56,62,95,111],condtion:53,conduct:105,conf:[4,108],conf_paddle_gradient_num:110,conf_paddle_n:110,conf_paddle_port:110,conf_paddle_ports_num:110,conf_paddle_ports_num_spars:110,confer:16,confid:4,confidence_threshold:4,config:[2,4,22,33,48,68,98,109,110,111,115,116,124],config_:[34,116],config_arg:[115,116,118],config_bas:[3,4,25],config_lay:98,config_len:36,config_pars:[60,61,98],config_proto:36,configur:[0,4,18,25,28,34,36,38,39,41,43,50,55,58,76,85,86,93,94,96,97,98,99,101,105,107,116,120,122,124],confirm:48,conflict:[82,97],confus:[11,53,58],congest:116,conll:10,connect:[5,18,39,40,41,43,98,107,109,110,111,124],connectionist:[4,18],consequ:[4,5],consid:[3,4,16,28,75,85,96,105,118,124],consider:[4,5,66],consist:[3,4,10,11,18,35,51,63,74,77,78,79,84,88,99],consol:[105,110],consolid:[29,102],constant:[4,16,18,55,57,58,66,98,99],constantiniti:18,constraint:82,construct:[3,18,26,46,55,59,67,76,78,82,84,95,100],constructbackwardgraph:54,constructoptimizationgraph:54,constructor:[18,44,49,73,76,78,82,84,98,99],consum:[31,104],consumpt:59,contact:38,contain:[3,4,5,7,9,10,11,18,19,25,26,28,29,35,46,53,55,62,63,66,72,73,76,78,79,82,83,84,87,88,91,92,95,96,99,107,110,112,121],container:107,containerport:110,content:[36,48,63,68,102,111],content_dir:102,content_len:36,context:[4,5,10,44,62,82,83,85,95,99,101,106],context_attr:5,context_len:[4,5],context_proj_layer_nam:5,context_proj_param_attr:5,context_project:5,context_start:[4,5],contin:110,continu:[3,28,31,63,107,116,120],contrast:4,contrib:80,contribut:[80,96,103],contributor:78,control:[2,29,40,110,111,116,124],controlflowgraph:59,conv2d:[53,100],conv:[5,53,62,86],conv_act:[5,19],conv_batchnorm_drop_r:[5,19],conv_bias_attr:5,conv_filter_s:[5,19],conv_fwd:62,conv_layer_attr:5,conv_num_filt:[5,19],conv_op:4,conv_pad:[5,19],conv_param_attr:5,conv_pool_2:41,conv_strid:5,conv_with_batchnorm:[5,19],conveni:[26,28,55,69,84],convent:[18,28,36,97,99],converg:108,convers:[49,50],convert:[10,18,33,41,42,43,49,50,51,62,77,79,109],convlay:4,convlution2d:18,convolut:[4,5,9,18,19,53,66,76,85],convolution2d:18,convolution_algorithm_opt:62,convoper:4,convproject:4,convtranslay:4,convtransproject:4,cool:97,coordin:[31,36],copi:[25,26,35,38,48,54,67,68,70,71,87,89,97,107,110,112],copy_from:44,copyvariablewithtensor:86,core:[2,14,18,28,55,58,65,71,72,87,96,106,116],coreo:[110,124],corespond:18,corner:78,corpu:10,correct:[4,18,27,28,49,70,98,99,100,110],correctli:[3,9,28,49,53,98],corresond:49,correspend:18,correspoind:26,correspond:[4,18,19,23,26,28,29,30,44,49,55,56,62,66,67,68,76,78,79,80,84,85,98,99,100,101,104,121],correspondingli:121,corss_entropi:26,cortex:49,cos:[4,84],cosin:[4,18,84],cosineop:84,cosineopproto:84,cosineopprotomak:84,cost:[18,25,26,28,41,54,69,70,74,75,86,106,109,116],cost_id:4,cost_np:75,could:[4,9,25,26,27,35,40,41,42,43,49,50,51,67,69,71,72,74,76,77,79,96,100,104,105,108,110,120],count:[3,31,39,45,75,77,105,107,109,111,116,118],counter:[22,31,35,42,54],cours:[3,39,66,96],covari:4,cover:[50,101],cp27:92,cp27m:[81,92],cp27mu:[81,92],cpp:[27,34,52,60,61,64,65,72,78,88,98,100,105],cprofil:104,cprofilev:104,cpu:[2,4,27,39,49,58,66,71,72,73,78,80,81,85,86,89,90,96,99,100,101,104,105,106,111,116],cpu_avx_mkl:[90,92],cpu_avx_openbla:[92,93],cpu_kernel:58,cpu_ns_:73,cpu_per_pserv:41,cpu_per_train:41,cpudevicecontext:[66,85,99,100],cpuelapsedu:73,cpuengin:61,cpuinfo:90,cpuplac:[41,58,62,66,85,86,99,100,101,106,109],cpusparsematrix:65,crash:[31,105,108,116],creat:[2,9,14,18,25,26,27,29,31,36,40,42,44,45,46,47,48,49,50,52,53,54,62,66,67,69,70,71,72,76,79,80,90,93,96,97,98,99,102,107,109,112,116,120,124],create_backward_pass:69,create_bias_paramet:98,create_block:76,create_doc_str:84,create_input_paramet:98,create_local_scop:46,create_oper:52,create_optimization_pass:[20,69],create_paramet:76,create_python_ops_creatation_funct:84,create_rnn:29,create_rnn_op:67,create_st:14,create_tmp_var:76,create_tmp_vari:76,create_var:76,create_whileloop:87,creategradientoper:79,creatememori:62,createop:84,createoper:29,createprimitivedesc:62,createstack:110,createvari:29,creation:[52,110],creationd:110,creator:[9,10,33,78,79],creator_:79,credenti:48,crf:[85,86],critic:[53,104],crlf:97,crop:[11,85],crop_grad:85,crop_siz:11,crope:11,cropgradkernel:85,cropkernel:85,cross:[4,18,76,99],cross_compil:122,cross_entropi:[4,26,41,53,59,86],cross_entropy_with_selfnorm:4,crt:47,csc:98,csr:98,csv:22,ctc:[3,18],ctc_evalu:3,ctest:[89,96,99],ctor:76,ctrl:[96,108],ctx:[62,86,99,101],cubla:[66,100],cublas_handle_:85,cublashandle_t:85,cuda7:[92,93],cuda8:[89,90,92],cuda:[22,30,51,66,73,78,85,90,92,96,99,100,105,107,109,116],cuda_context:51,cuda_dir:[115,116],cuda_fp16:49,cuda_profil:22,cuda_so:90,cudaconfigurecal:105,cudadevicecontext:[51,66,85,99],cudadevicegetattribut:105,cudaelapsedu:73,cudaevent_t:73,cudaeventcr:105,cudaeventcreatewithflag:105,cudafre:105,cudagetdevic:105,cudagetdevicecount:105,cudagetdeviceproperti:105,cudagetlasterror:105,cudahostalloc:105,cudalaunch:105,cudamalloc:105,cudamemcpi:105,cudaplac:[66,85,86,100],cudaprofilerstart:105,cudaprofilerstop:105,cudaruntimegetvers:105,cudasetdevic:105,cudasetupargu:105,cudastream_t:85,cudastreamcr:105,cudastreamcreatewithflag:105,cudastreamsynchron:105,cudeviceget:105,cudevicegetattribut:105,cudevicegetcount:105,cudevicegetnam:105,cudevicetotalmem:105,cudnn:[4,7,18,30,58,62,66,85,86,100,116],cudnn_batch_norm:4,cudnn_conv:4,cudnn_conv_workspace_limit_in_mb:[115,116],cudnn_convt:4,cudnn_dir:[115,116],cudnn_kernel:58,cudnnavginclpadpool:4,cudnnavgpool:4,cudnnconvopkernel:100,cudnnv5:89,cudrivergetvers:105,cuinit:105,cumtim:104,cumul:4,cur_mem:68,curl:110,curli:[29,54],current:[4,18,28,29,30,31,34,36,40,43,45,50,58,66,67,68,71,72,73,76,82,86,87,90,92,95,96,98,102,108,109,110,116,121],current_block:[74,76],current_endpoint:109,current_oper:74,current_word:95,curv:26,custom:[20,26,39,49,53,68,71,78,98,110],custom_batch_read:77,cut:[9,87],cut_lin:9,cutoff:10,cv2:11,cxx:121,cxx_compil:[120,121,122],cxx_flag:121,cxxabi_1:92,cycl:31,cyclic:4,cython:64,d3e0:110,d_b0:53,d_b1:53,d_b2:53,d_block:53,d_f:53,d_g:53,d_h0:53,d_h0_bn:53,d_h0_relu:53,d_h1:53,d_h1_bn:53,d_h1_relu:53,d_h2:53,d_loss:53,d_loss_fak:53,d_loss_real:53,d_optim:53,d_step:53,d_t:53,d_w0:53,d_w1:53,d_w2:53,daili:97,dandroid_abi:120,dandroid_arm_mod:120,dandroid_arm_neon:120,dandroid_standalone_toolchain:120,dangl:96,darwin:110,dash:53,dat:33,data:[0,3,10,11,14,19,25,26,27,29,33,34,35,43,45,47,49,50,53,54,55,57,58,59,62,63,66,67,68,69,70,71,72,74,76,78,80,82,83,84,85,87,88,93,95,98,99,101,105,106,107,109,112,113,115,116,118],data_fil:11,data_i:53,data_lay:34,data_layout:18,data_layout_:86,data_read:[9,77],data_reader_creator_random_imag:77,data_shar:87,data_typ:[9,10,63,83,86,88,93,95,100],data_type_:[58,66,86],data_x:53,databas:10,datacent:[33,48],datacenter1:33,datacenter2:33,datacenter_1:33,datacenter_2:33,datacenter_nam:33,datadim:4,datafeed:[12,106,109],dataflow:55,dataflow_analysi:59,datalayout:86,dataparallel:41,datasci:4,dataset:[0,18,33,39,41,71,77,93,95,104,109,116],dataset_nam:11,datatransform:86,datatyp:[10,14,18,58,62,83,86,88],date:107,dcgan:53,dcmake_install_prefix:[120,121,122],dcmake_system_nam:[120,121,122],dcuda_arch_nam:89,dcudnn_root:89,ddim:[66,85,101],dead:31,deal:[28,124],debug:[27,28,41,48,50,76,90,97,104],debug_str:55,decai:[6,20,23],decar:9,decayr:34,decent:35,decid:[26,38,53,63,71,79,80,83],declar:[18,29,53,67],decod:[4,5,18,95],decoder_boot:95,decoder_dim:68,decoder_group_nam:95,decoder_input:[68,95],decoder_mem:[68,95],decoder_prev:5,decoder_s:95,decoder_st:[5,95],deconv:[4,53],deconvolut:[4,18],decor:[9,98],decrement:42,decrementcount:42,decrypt:110,deduc:78,deep:[4,16,18,28,38,46,53,54,59,61,73,78,80,85,90,105,109,121],deeper:[51,90],deepspeech2:60,def:[4,9,26,27,28,33,39,44,45,52,53,55,58,59,67,68,69,76,77,84,87,95,98,99],def_block:53,defalut:[18,116,118],default_block:53,default_devic:118,default_main_program:[14,106,109],default_param_attr:76,default_st:87,default_startup_program:[14,106,109],default_valu:118,defaultdict:59,defaultinfervartyp:57,defect:72,defer:38,defin:[4,5,9,16,20,23,25,26,28,29,30,31,38,40,42,43,44,49,50,51,52,53,55,58,59,66,67,70,74,76,77,78,82,84,85,87,95,98,101,104,106,107,108,109,116],definit:[28,29,31,35,41,46,51,58,74,79,84,87,90,99,104,106],definiton:52,degener:18,degre:4,deivc:100,delai:[71,85,101,116],delet:[18,39,47,97],deletestack:110,delimit:3,deliv:124,delta:[4,27],delv:[4,16],demand:[31,85],demo:[4,10,78,108,111,113],demolish:111,demonstr:[95,101],denot:[18,99,118],dens:[4,9,36,37,83,98,110],dense_arrai:9,dense_vector:[9,93],dense_vector_sequ:9,dep:30,depend:[18,29,30,31,39,41,43,55,70,75,83,90,96,99,107,118,120,121,122,124],dependent_var:75,deploi:[4,108,118,124],deploy:[55,63,78,107,108,110,121,124],deprec:4,depth:[29,50],dequeu:43,deriv:[1,26,41,44,56,69,120],desc:[29,44,62,63,76,84,87],desc_:29,descend:[18,87],descent:[4,31,71,107],descproto:63,describ:[26,28,29,30,35,40,41,46,51,58,62,63,67,68,72,74,76,78,83,84,86,88,98,99,100,101,110,111],describestack:110,describestackev:110,describestackresourc:110,descripotor:62,descript:[3,29,30,57,61,63,66,79,83,86,88,89,92,97,99,107,110,117],descriptor:[62,86],deseri:[25,63,72],deserializ:78,desgin:54,design:[4,9,16,28,34,58,59,64,71,73,80,99,124],desir:[9,31,41,71,110,111],destin:[36,48],destroi:[29,46],destruct:82,destructor:[73,98],det_output:3,detail:[2,3,4,5,6,18,27,28,35,39,41,43,48,50,53,55,59,62,63,66,67,73,76,80,82,85,86,87,88,89,93,95,96,98,99,100,101,102,104,105,108,109,110,111,117,118,122,124],detect:[57,89,97,120],detection_evalu:3,detection_output:3,determin:[4,9,18,29,41,59,66,78,98],dev:[78,90,96,104,120,124],dev_ctx:[29,62,73],devel:81,develop:[28,30,50,57,72,73,76,79,81,90,92,97,101,102,104,106,107,115,116,121,122],deverlop:116,deviat:[2,16],devic:[2,40,41,45,49,55,61,62,66,70,72,73,78,86,90,99,101,106,116,121],device_:73,device_context:[62,99],devicecontext:[29,66,73,99,100],deviceid:[61,118],deviceid_:61,deviceplac:85,devid:[4,116],devtools2:89,dhcp:124,diagnos:108,diagon:18,diagram:[67,107],diamond:53,dic:11,dict:[3,10,25,28,76,107,112],dict_fil:3,dict_siz:[10,18,34,68],dictionari:[3,4,10,25,26,27,76,118],did:[72,90],diff_mat:27,differ:[3,4,18,19,25,28,29,30,31,36,38,41,42,43,44,45,46,49,50,53,55,56,59,62,66,68,70,71,73,75,79,82,86,87,88,90,95,98,99,100,101,104,108,110,111,116,121],differenti:52,difficult:[3,27,50,96],difficulti:16,dig:[90,105,110],digit:[4,107],digraph:55,dilat:[4,18,62],dilation_h:18,dilation_i:4,dilation_w:18,dim0:99,dim1:99,dim:[4,9,18,19,34,62,63,67,78,83,85,88,98,99,101],dim_:[85,101],dimens:[1,4,5,7,9,18,19,53,78,83,85,87,98,99,101,118],dimension:[4,18,95,98,101],dimes:4,dios_arch:121,dios_enable_bitcod:121,dios_platform:121,dios_use_veclib_for_bla:121,dir:120,direct:[4,5,11,50,59,71,104],directli:[5,16,20,23,30,37,39,41,49,58,72,84,86,87,89,91,108,111,120],director:99,directori:[4,30,33,38,47,48,85,89,90,96,101,102,105,107,108,111,112,116,120,121,122],disabl:[18,73],disadvantag:[71,76],discard:[9,31,35,68,116],discount:4,discov:31,discoveri:110,discrep:105,discret:4,discrim:53,discuss:[26,29,35,36,37,41,62],disk:[63,96,111],dispatch:[41,72,107,108,116],displai:[39,48,97],dist:[81,89],dist_train:[26,39],distanc:[3,4],distinguish:[30,108],distribut:[4,16,29,35,36,37,38,40,45,51,70,78,88,92,103,108,111,113,114,124],distribute_test:[115,116],distributedli:[41,98],distributetranspil:109,disucss:26,div:18,divid:[4,6,18,28,45,84,88,104,115],divisor:18,diy_beam_search_prob_so:[115,116],django:102,dnn:[62,89],dns:110,do_forward_backward:77,doc:[9,55,67,87,99,101,102,107],doc_cn:102,dockefil:96,docker:[81,89,91,97,102,107,110,113,114,124],docker_build:26,docker_clust:[108,112],docker_push:26,dockerfil:[96,120,122],dockerhub:90,document:[4,5,27,41,47,54,67,68,73,78,89,96,97,99,100,101,103,107,109,118,121],doe:[5,31,35,36,38,39,40,41,43,46,49,55,59,67,72,76,78,79,80,92,96,98,99,101,105,106,109],doesn:[2,4,9,26,29,40,77,90,96,97,104,105,111,120,121],doing:[34,38,41,54,105],domain:110,don:[5,26,30,52,54,59,77,89,90,96,97,99,102,110],done:[3,4,5,28,30,31,35,36,41,42,57,59,63,71,79,80,97,104,105,110],dot:[4,5,19,99,116],dot_period:[116,118],dotmuloper:4,dotmulproject:4,doubl:[18,41,49,54,73,86,89,99,100,116],down:105,download:[10,30,31,34,38,47,89,90,92,107,121,124],dozen:30,draw:68,drive:82,driver:[90,107,109],drop:[4,5,68],drop_rat:2,dropout:[2,5,98],dropout_prob:18,dropout_r:4,drpi_arm_neon:122,drpi_toolchain:122,drwxr:111,dst:[36,62],dst_primitive_desc:62,dtoh:105,dtype:[14,18,41,55,76,106,109],due:[35,38,53,59,68,76,104],dummi:[25,35],dump:63,duplic:[18,43],durat:[35,105],dure:[4,5,23,28,29,31,35,38,39,45,50,59,70,71,73,76,78,88,98,99,110,115,116,124],duse_eigen_for_bla:120,dwith_c_api:[65,120,121,122],dwith_gpu:[89,122],dwith_profil:105,dwith_python:[65,122],dwith_swig_pi:[65,120,121,122],dwith_test:[89,99,121],dwith_tim:105,dynam:[18,36,65,67,76,77,89,105,116],dynamic_cast:98,dynamic_recurrent_op:87,e2e:124,each:[3,4,5,7,9,10,14,18,19,25,27,28,30,31,34,35,36,38,39,40,41,44,45,46,51,54,57,59,62,66,67,68,70,72,73,75,76,77,78,79,82,83,84,85,86,87,88,95,98,100,104,107,108,109,110,116,118,124],each_feature_vector:1,each_time_step_output:1,eager:50,earli:[49,51,97,99],eas:[9,57,99],easi:[27,28,68,71,77,78,80,97,98,108],easier:[26,43,49,50,77,87,96,97,98],easili:[26,53,70,73,77,79,82,85],echo:90,edg:[11,59],edit:[3,90,96,110],editor:[76,96],edu:[10,110,111],eeoi3ezpr86c:110,effect:[4,25,89,110,116,121],effici:[4,41,63,77,85,95,96,98],effort:41,efg:4,efs:110,efs_dns_nam:110,efsvol:110,egd:59,eigen:[49,66,71,78,80,85,99,120,121],eigen_device_:85,eigen_test:101,eigen_use_gpu:99,eigenmatrix:101,eigenscalar:101,eigentensor:101,eigenvector:101,either:[4,5,9,18,25,26,41,53,56,57,67,71,80,91,105,121],elb:110,elbapis:110,electr:59,electron:111,elem_dim:4,elememt:4,element:[3,4,5,9,11,18,25,27,35,43,55,68,78,99,101],element_typ:[36,100],elementari:78,elementwis:[18,19],elif:[26,84],els:[26,34,39,41,43,44,50,53,56,57,58,59,82,84,89,90,96,98,99],elsewher:73,emac:96,email:97,emailweixu:30,emb1:34,emb2:34,emb:111,embed:[26,29,34,43,57,68,83,87,95,107],embedding_lay:34,embedding_nam:[4,95],embedding_s:[4,95],emphas:105,empir:4,emplace_back:98,emploi:[28,44,84,95],empti:[3,9,28,31,68,99],emul:49,enabl:[2,4,18,29,30,35,40,43,44,55,73,96,97,105,107,110,116,121],enable_grad_shar:[115,116],enable_parallel_vector:116,enableonstart:22,enc_proj:[5,95],enc_seq:5,enc_vec:95,encapsul:36,encod:[5,35,68,95],encoded_proj:[5,95],encoded_sequ:[5,95],encoded_vector:95,encoder_ctx:68,encoder_ctx_expand:68,encoder_ctx_proj:68,encoder_dim:68,encoder_last:4,encoder_out_seq:68,encoder_s:95,encount:34,encourag:[41,46],encrypt:110,encrypt_decrypt:110,end2end:124,end:[3,4,18,25,28,29,41,44,51,55,59,68,72,73,77,82,92,95,96,97,116],end_pass:26,end_po:4,endforwardbackward:25,endian:63,endif:[66,73],enditer:[25,26],endpass:[25,26],endpoint:[9,33,110],endtrain:26,enforc:121,engin:[39,61,62,105],english:[4,102],enjoi:90,enough:[28,29,58,59,66,96],enqueu:43,ensembl:5,ensur:[31,62,70,82,90,92,96,98,121],enter:[29,46],enterpris:78,entir:[4,5,36,38,99],entiti:[3,29,82],entranc:46,entri:[9,18,35,39,57,96,97,98,110,120],entropi:[4,18,76],entry_point:39,enueu:43,enumer:[1,66],env:[102,104,110],environ:[26,41,89,92,96,97,104,105,107,110,111,115,116,121],environmenterror:107,eos_id:[4,95],epoch:53,epsilon:[4,6,18,20],equal:[4,5,18,19,31,87,99,100,116],equat:[3,4,5,6,18,59,99],equip:95,equival:[26,29,40,44,50,56,84,124],error:[2,3,4,5,18,26,27,35,48,49,50,62,82,98,99,108,110,116],error_clip:44,error_clip_callback:44,error_clipping_threshold:2,errorclipbyvalu:44,especi:[4,5,61,96],essenc:[26,28],essenti:[4,26,46,49,101],establish:40,estim:[4,26,43,71],eta:111,etc:[3,9,18,29,41,45,62,70,71,77,82,89,100,107,110,115,118,124],etcd:[9,25,31,35,36,38],etcd_addr:36,etcd_endpoint:9,eth0:110,euclidean:4,eval:[3,14,29,45,53,78],eval_program:[14,45],eval_result:45,evalu:[4,12,24,25,38,55,75,105,106],evaluate_difficult:3,even:[26,49,70,76,77,96,97,105,116,121],evenli:[36,110],event:111,event_:73,event_block:73,event_handl:[25,26],eventkind:73,eventlist:73,eventu:[41,87],everi:[3,4,5,9,14,26,31,35,36,38,44,45,54,55,57,59,62,66,67,70,76,82,84,86,95,97,98,99,101,106,107,112,116],everyon:97,everyth:[41,43,53,120],everywher:96,evid:72,evolv:50,exactli:[4,5,110],exampl:[3,4,5,9,10,11,18,19,25,29,39,41,43,45,48,50,51,52,53,54,55,57,59,62,66,67,68,72,73,74,76,77,78,79,80,83,85,86,87,95,96,97,98,99,100,101,104,105,106,107,109,110,111,115,116,118,122],example_read:9,exceed:4,except:[4,10,38,40,50,54,73,87,118],excess:59,exchang:72,exclud:4,exclude_mod:4,exclude_param:25,excluded_chunk_typ:3,exconv:4,exconvt:4,exdb:10,exe:[41,106,109],exec:116,execut:[4,30,31,35,39,40,41,45,46,51,53,55,59,62,70,73,79,88,96,98,104,105,110],executioncontext:[62,86,99,100,101],executor:[12,14,40,41,45,49,50,51,53,69,74,76,86,88,104,106,109],exist:[26,29,31,48,50,68,76,77,79,84,85,87,92,96,98,101,110,116,121],exit:[36,48,109,111,116],expand:[18,68,90,98],expand_a:4,expand_level:4,expandconvlay:4,expans:4,expect:[4,86,105],expected_desc:62,expected_kernel_kei:86,experi:[63,118],experienc:97,expert:30,expir:31,explain:[3,18,31,40,50,52,54,97,100,104,107,109],explan:[4,27,39,40,41,82,86],explicit:[73,87,98,100],explicitli:[26,41,46,99,101,121],explod:44,explor:[4,68,80],expon:4,exponenti:[1,18],expos:[28,37,62,63,85,87,110],express:[26,43,45,55,59,99,110],extend:[3,71,87],extens:[38,43,68,99,120],extent:65,extern:[30,61,64,65,78],external_librari:30,extingrad_:61,extinval_:61,extoutgrad_:61,extoutval_:61,extra:[2,4,5,41,80,85,124],extra_lay:25,extraattr:[2,118],extraattribut:4,extraattributenon:4,extract:[3,4,50,72,99,110],extralayerattribut:[2,5],extralayeroutput:5,extrem:[4,40,50,105],f120da72:111,f7e3:110,fa0wx:111,fabric:107,face:[30,80],fact:[18,40,50,70,74,76],factor:[2,6,18],factor_s:4,factori:64,fail:[31,35,68,99,111,116,118],failur:[31,36,99],fake:53,fake_imag:77,faked_imag:53,fall:[49,75],falloc:47,fals:[2,3,4,5,6,9,18,19,20,27,28,29,50,56,58,60,67,74,75,77,83,88,93,95,98,99,107,111,116,118],false_block:[29,56,74],false_label:77,false_neg:45,false_posit:45,false_read:77,fan_in:16,fan_out:16,far:[44,87],fashion:41,fast:[4,35,50,105],faster:[4,5,18,23,31,50,90,95,105],fastest:50,fastli:97,fat:121,father:28,fault:[25,35,78,89],favorit:96,fbd1f2bb71f4:111,fc1:[55,98,118],fc1_bia:55,fc1_weight:55,fc2:[55,118],fc3:[55,118],fc4:118,fc8a365:110,fc8a:110,fc_act:5,fc_attr:5,fc_bias_attr:5,fc_layer:[76,84,98,118],fc_layer_nam:5,fc_mat:25,fc_op:84,fc_out:29,fc_output:84,fc_param_attr:5,fc_without_b:29,fclayer:98,fcop:52,feasibl:71,featur:[1,4,9,10,18,28,41,49,55,70,73,97,116],feed:[5,25,26,41,54,67,80,106,109],feed_dict:53,feed_list:[106,109],feeder:[9,41,106,109],feedforward:16,feel:97,fetch:[10,31,34,41,75,95,98,106],fetch_list:[41,76,106,109],fetch_op:75,few:[30,31,41,59,71,77,83,96],fewer:[4,18,76],fg0:4,field1:25,field2:25,field:[4,25,29,55,57,63,75,76,79,83,84,105,110],fifth:54,figur:[26,30,41,43,53,61,67,73,76,95,98,105],file:[3,4,9,10,11,22,25,26,28,30,31,33,35,36,38,39,47,48,50,51,55,63,65,77,78,85,88,90,92,93,95,96,97,98,99,100,101,106,107,108,112,116,120,121,122,124],file_typ:9,filenam:[11,33,76,104],fileoffset:47,filesystem:[38,39,41,47,110],fill:[4,31,35,66,76,110],fill_zero_grad:78,fill_zeros_like_op:28,filter:[4,5,18,44,62],filter_s:[4,5,18,19],filter_size_h:18,filter_size_i:4,filter_size_w:18,filter_strid:18,find:[4,18,29,31,38,49,55,62,68,82,86,89,92,105,109,112,120,121],find_var:27,findmemori:62,findop:29,findprimit:62,findprimitivedesc:62,findvar:[29,82],fine:[2,35,52],fingerprint:110,finish:[31,35,38,39,46,59,70,84,89,107,108,110,111],finit:98,finnal:90,first:[4,18,25,26,28,29,31,35,38,39,40,41,46,48,50,53,54,55,62,67,68,74,75,76,78,83,84,85,87,89,95,96,97,98,99,101,105,109,110,116,118,124],first_seq:95,firstli:[3,4,100],firstn:9,firstseen:111,fit:[10,49,58,59,63,68,78,109],fit_a_lin:109,five:[74,105],fix:[2,4,18,41,59,64,76,97,104],flag:[4,10,18,60,61,73,97,99,102,116],flatten0:55,flatten:[18,55,74,76,101],flexibl:[4,5,26,36,41,50,54,58,67,68,71,77,85,87,95],flip:11,flist:107,fliud:40,float16_t:49,float32:[9,18,41,49,52,53,76,77,99,106,109],float64:18,float_16:18,float_to_half_rn:49,floor:4,flow:[18,29,40,67,73,81],fluid:[0,14,16,17,18,19,20,22,23,28,41,43,46,66,73,76,85,86,100,104],fluid_cuda_create_tensor:51,fluid_cuda_mult:51,fluid_cuda_read:51,fly:28,fnt03:110,focu:[55,104,105],focus:99,folder:[30,33,39,48,110],follow:[3,4,5,6,9,11,18,19,25,26,27,28,29,30,31,35,39,40,41,43,46,49,50,51,52,53,54,55,56,57,59,62,66,67,68,70,71,73,74,75,76,77,78,79,80,82,83,84,85,86,87,89,90,92,93,95,96,97,98,99,101,102,104,105,106,109,110,111,112,113,114,118,120,121,122,124],footprint:51,forbid:26,forc:[70,76,86],force_cpu:[18,58],force_cudnn:58,force_load:64,forest:29,forget:[6,18,26],forget_bia:18,fork:[4,97],form:[4,5,18,45,92,105],formal:86,format:[3,9,10,11,18,22,25,27,35,41,49,50,66,68,87,93,97,98,99,101,107,110,116],former:[26,30,50,59,71],formul:18,formula:[4,5,6,18,27,59],formular:4,forth:53,forward:[1,4,5,18,27,28,29,34,36,44,50,53,60,61,62,63,69,72,74,77,78,79,80,83,95,98,118],forward_infer:62,forward_list:73,forward_op:27,forward_proj:18,forward_train:62,forwardactiv:98,forwardbackward:25,found:[49,74,80,82,95,100,107,109,122],four:[3,18,45,50,54,62,66],foward:75,fp16:[49,78,88],fp32:[66,78,86,88],fp64:[66,88],fpga:[66,106],fpgadevicecontext:85,fpgaengin:61,fpgaplac:[66,85],frac:18,frame:[3,46,78,87],framework:[26,28,29,44,45,49,50,55,66,70,71,73,74,78,80,82,84,85,97,98,99,104,106,107,121],free:[10,51,85,97,124],freememoryop:51,frequenc:[10,105],frequent:[35,77,78,80,85,108,120,121],fresh:38,friend:82,friendli:53,from:[3,4,5,9,10,11,16,18,25,27,28,29,30,31,33,34,35,36,40,41,43,44,45,48,49,50,52,53,54,55,56,58,59,62,67,68,69,70,72,74,76,77,78,79,82,85,86,87,90,92,95,96,97,98,99,100,101,104,105,107,109,110,111,116,118,120,121,124],from_no_sequ:4,from_sequ:4,from_tar:25,fromfil:77,front:[55,59],fuction:22,fulfil:105,full:[4,18,31,38,67,70,71,95,98,100,124],full_matrix_project:[5,95],fulli:[18,41,43,98,105,109,124],fullmatrixproject:4,fullsiz:34,fully_matrix_project:5,fullyconnect:[55,76],fullyconnectedlay:98,func:[9,35,40,51,79],funciton:[5,18],functor:[52,55],fundament:[43,49,78],funtion:18,further:[4,84,124],futur:[4,38,41,49,59,67,78,120],fvs:84,fwd_desc:62,fwd_op:79,fwd_primit:62,fwd_primitive_desc:62,fwd_var:44,g_b0:53,g_b1:53,g_b2:53,g_block:53,g_command_config_arg:[60,61],g_h0:53,g_h0_bn:53,g_h0_relu:53,g_h1:53,g_h1_bn:53,g_h1_relu:53,g_h2:53,g_im:53,g_loss:53,g_optim:53,g_program:76,g_state:73,g_step:53,g_w0:53,g_w1:53,g_w2:53,gain:4,gan:26,gangliao:30,gap:116,gate:[4,5,18,19],gate_act:[4,5],gate_activ:18,gate_attr:4,gate_bias_attr:4,gate_param_attr:4,gate_recurr:4,gate_v:18,gatedrecurrentlay:60,gather:[4,28,59,70,72,98,99],gauss:2,gaussian:16,gaussian_normal_random:53,gcc:[49,51,64,78,89,96,104,120,122],gcc_3:92,gcreators_:84,gemm:60,gemmconvkernel:100,gen:4,gender:10,gendrated_id:68,gener:[3,4,5,9,14,25,26,27,28,29,30,31,33,35,36,38,40,41,50,52,57,59,62,66,70,71,74,75,76,77,78,79,83,84,85,87,97,99,105,110,112,116,118,120,122],generated_id:68,generated_scor:68,generated_word_embed:4,generatedinput:[4,95],gereat:3,get:[3,4,10,18,25,27,28,29,30,31,35,36,38,39,47,50,53,55,58,59,60,61,62,66,67,68,73,76,78,79,82,84,85,86,87,89,90,92,95,97,98,99,100,104,105,107,108,110,112,119],get_all_op_proto:84,get_block:76,get_config_arg:118,get_data:111,get_dict:10,get_dim:27,get_embed:10,get_float_el:27,get_grad:25,get_grad_op_desc:28,get_input_lay:98,get_lin:9,get_movie_title_dict:10,get_numeric_gradi:27,get_numerical_gradi:27,get_output:27,get_program:59,get_pserver_program:109,get_shap:25,get_startup_program:109,get_support:92,get_symbol:55,get_tensor:27,get_trainer_program:109,get_vari:29,get_word_dict:10,get_worker_addr:40,getactualkerneltyp:58,getattr:44,getbatchs:98,getdeviceid:100,geteigendevic:101,getengin:62,getenv:[26,39,107],getexpectedkerneltyp:[58,62,86],getinfervartyp:57,getinput:98,getinputgrad:98,getinputvalu:98,getkerneltyp:49,getkerneltypeforvar:86,getlayeroutput:25,getlibrari:62,getmat:34,getoptconfig:34,getoutputgrad:98,getoutputvalu:98,getparam:34,getparameterconfig:34,getparameterptr:98,getparameterspars:34,getparametersremot:34,getplac:[62,85,99,100,101],getsiz:98,gettask:35,gettempl:110,gettensor:86,gettranspos:98,getw:98,getweight:98,getwgrad:98,gist:5,git:[81,89,96,97,102,120,122],github:[5,30,53,66,81,89,96,97,102,104,106,120,122],give:[18,31,67,76,78,86,96,97,98,105,110],given:[4,9,18,19,25,28,36,38,43,44,50,52,53,68,77,80,87,98,116],glibc:[92,120,122],glibc_2:92,glibcxx_3:92,glide:30,global:[2,18,20,26,29,30,31,51,55,58,72,73,78,82,84,85,86,96,105,110,116],global_block:76,global_learning_r:2,global_pool:18,global_step:20,globalstat:105,globalstatinfo:105,glog:97,glog_v:97,glog_vmodul:97,glorot10a:16,glorot:16,gnueabihf:122,go_librari:30,go_test:30,goal:[43,49,54,70,78,105],gob:35,godep:30,godoc:64,goe:[5,31,50,56,82,106],going:[28,52,71,104,107,124],golang:30,good:[53,71,76,77,80,104,105,109,124],googl:[26,73,78,97,104,107,120],googleapi:110,googlenet:61,goroutin:40,got:[58,82],gpg2:110,gpg:110,gprotos_:84,gpu:[2,4,7,27,39,45,49,59,66,70,71,72,73,78,80,81,85,86,89,92,93,96,100,101,103,106,107,109,124],gpu_id:[116,118],gpu_per_train:41,gpudevic:85,gpugpu_id:115,gpukernel:78,gpustarttimestamp:22,grab:31,grad:[27,28,36,44,61,76,83,116],grad_info_map:28,grad_n:44,grad_nam:44,grad_op:44,grad_op_class:78,grad_op_desc:44,grad_op_maker_:79,grad_op_typ:[78,79],grad_op_type_:79,grad_s_block:28,grad_share_block_num:[115,116],grad_to_var:[28,44],grad_var_nam:27,gradient:[2,3,4,6,16,18,20,23,25,31,35,42,44,54,57,69,70,71,72,76,78,83,99,104,107,109,116],gradient_clipping_threshold:2,gradient_evalu:3,gradient_flat:27,gradient_machin:[25,65],gradientmachin:[25,65,72],gradientmachine_:34,gradopdescmak:[57,79],gradopdescmakerbas:79,gradopmak:79,gradual:105,grai:11,grain:52,grandient:25,grant:110,graph:[4,18,25,28,29,30,31,40,41,42,43,45,50,53,67,70,71,74,101],great:[43,124],greater:[4,44,71,107],greaterthan:84,greedi:18,green:[40,53],grep:[90,112],gridsize3d:22,groudtruth:95,ground:[3,4,18],group:[5,18,19,35,55,62,85,99,124],group_input1:95,group_input2:95,group_input:95,grouplen:10,grow:97,grpc:124,gru:[4,18,68,95],gru_bias_attr:5,gru_decod:95,gru_decoder_with_attent:95,gru_layer_attr:5,gru_memori:5,gru_out:68,gru_param_attr:5,gru_step:[68,95],gru_step_lay:5,grumemori:[5,95],gserver:[4,60,61,98],gsizex:105,gtx:59,guarante:[62,76,98],guard:34,guest:[92,96],gui:[104,105],guid:[22,47,59,78,95,97,98,105,109,110,111,121],gzip:[35,111],h0_bn:53,h_f:18,h_prev:29,had:96,hadoop:26,half:[4,18,19,49,110],half_to_float:49,hand:[59,78,85,101,107,109],handi:30,handl:[9,26,28,39,40,41,55,59,62,66,72,77,82,85,87,100,106],handler:[25,29],happen:[18,35,84],hard:[41,50,68,87,96,110],hardshrink:18,hardsigmoid:18,hardwar:[50,51,85,96,100,105],has:[3,4,5,10,18,22,26,27,28,29,30,31,35,36,38,41,43,44,45,49,50,53,55,59,63,66,68,70,73,74,78,83,84,85,86,89,95,96,97,98,105,106,110,111,121,124],has_kei:[25,28,44],has_selected_colum:4,has_var_recurs:28,hasdependentvar:75,hash:[66,70],hasn:50,have:[4,5,9,18,26,27,28,29,30,31,35,36,38,39,41,43,44,46,49,50,51,52,53,54,58,59,62,63,66,67,68,70,71,72,73,74,76,77,78,79,82,83,85,86,88,89,90,95,96,98,99,100,105,107,110,116,118,121,122,124],haven:[50,96],hdf:[9,33],head:[97,99,107,112],header:[36,63,65,78,85,98,100,120,121,122],headip:112,heard:96,heavi:108,height:[4,9,11,18,29,64,77,98,99],height_:83,held:31,hello:26,help:[4,18,29,48,50,55,62,68,77,78,87,96,97,104,108],helper:[18,41,62,79,87,98],henc:[41,71,76,79,80,82],here:[2,3,4,5,9,18,19,26,30,31,37,43,44,46,48,50,54,55,62,66,67,77,80,84,89,90,92,95,97,99,100,102,107,108,109,110,111,115,118,121,122,124],heterogen:[41,43,73],heurist:[4,43,68,116],hidden:[4,5,18,69,76,95,110],hidden_dim:18,hidden_out:29,hidden_s:5,hidden_t_prev:18,hidden_v:18,hidden_valu:18,hierarch:[4,74,76,78,95],hierarchi:78,high:[2,16,49,70,85,98,107,124],higher:[52,67,87,97],highest:[9,29],highli:[10,87,95,118],him:26,hint:[58,104],histor:[52,100],histori:6,hl_get_sync_flag:98,hold:[26,28,31,35,37,49,53,55,57,59,82,84,85,86,101,109,110],holder_:[85,101],home:[33,48,90,104,110,111,112],honor:35,hook:2,hookattr:2,hookattribut:2,horizont:[4,11],host:[30,39,73,110,111,120,121,122],host_c:[120,121,122],hostfil:112,hostnam:110,hostpath:111,hostport:110,hot:18,hour:96,hourli:97,hous:[10,93],how:[2,4,18,26,29,31,35,40,41,46,48,50,52,55,58,62,67,68,72,73,80,84,86,95,96,100,104,107,109,110,111,116,119,122],howev:[4,5,18,27,28,38,41,46,50,59,66,71,72,76,77,79,80,83,84,85,86,95,110,115,116],howto:107,hpp:[49,64],html:[10,16],htod:105,http:[4,5,10,16,18,30,39,53,81,89,90,96,97,102,104,106,110,111,120,122,124],hub:81,huber:4,huge:71,human:[4,16,73],hundr:100,hwc:11,hyper:[4,53,98],hyperparamet:[4,80],hyperplan:9,i1117:105,i386:121,iOS:[122,123],iamfullaccess:110,iamusersshkei:110,icc:51,ics:10,id_input:3,id_rsa:112,idea:[30,50,51,71,77,80,104,109],ideal:[41,86],ident:[4,18,79,99,110],identifi:[4,56,66,98],identityoffsetproject:4,identityproject:4,ids:[3,4,18,68,98],idx:[35,53,59,98],ies:48,if_else_op:28,ifdef:[66,73],ifels:[29,74],ifelseop:74,ignor:[4,18,116],illustr:[3,18,31,36,41,52,67,95,98,105],im_siz:53,imag:[7,8,9,10,18,19,26,41,50,53,54,68,69,74,77,89,96,97,110,113,114,118,124],image_a:77,image_b:77,image_fil:77,image_h:18,image_lay:77,image_nam:26,image_path:77,image_reader_cr:77,image_w:18,imagenet:[4,16,33],imagepullpolici:110,imageri:4,images_reader_cr:77,imagin:54,img2label:11,img:[4,5],img_conv_lay:5,img_pool_lay:5,imgsiz:105,imgsizei:105,imgsizex:105,imikolov:107,immedi:[59,62,71,80,89,110],immutable_paramet:26,impel:85,imper:40,imperfect:78,implement:[4,5,9,16,18,19,20,23,29,35,36,37,38,39,40,41,43,50,52,55,56,57,59,62,64,65,66,68,72,75,82,84,85,86,87,95],implemet:34,impli:30,implicitli:40,imposs:[68,124],impractic:86,improv:[4,42,43,59,78,104,105,110],in_fals:18,in_plac:18,in_tru:18,inarg:34,inbound:110,includ:[3,4,5,10,11,18,20,26,29,30,36,39,49,50,53,55,59,64,65,67,68,73,74,76,78,84,89,92,95,96,98,99,104,105,107,110,111,116,120,121,122],inclus:68,incom:[40,58],incorpor:4,incorrect:4,increas:[31,35,49,107,116],increment:[45,54,59,116],incupd:98,inde:9,independ:[4,18,27,28,36,42,82,85,124],index:[3,4,7,9,10,18,25,27,28,29,31,35,40,74,76,87,100,110],indexslot:4,indiact:18,indic:[3,4,18,28,29,36,46,53,67,74,79,83,85,87,108,110,120],indice_map:87,indices_map:87,individu:[31,70,110],industri:[31,63,124],ineffici:[72,86],infer:[0,11,18,26,28,29,31,45,50,56,57,58,59,60,64,66,75,76,78,83,86,93,121,122],infer_shap:76,infer_var_type_:57,inferenc:121,inferfac:57,inferior:38,infernec:122,infershap:[29,76,78,99,101],infershapecontext:[99,101],infervartypefn:57,info:[3,4,10,49,67,98,108,124],infom:4,inform:[4,10,18,25,29,39,48,55,58,59,62,63,66,67,70,76,80,82,83,97,98,99,101,104,105,110,116,120],infrastructur:[50,110],ingor:116,ingrad_:61,inherit:[29,69,78,85,99],ininst:26,init:[2,16,25,29,42,53,61,67,68,93,98,107,110,118],init_attr:76,init_from_tar:25,init_model_path:[115,116,118],initi:[2,4,5,10,12,18,25,28,30,35,40,41,42,43,45,54,67,70,71,76,80,84,87,93,95,98,99,106,116],initial_max:2,initial_mean:[2,4],initial_min:2,initial_std:[2,4],initialize_op_attr:76,initrd:124,inlcud:5,inlin:[85,100,101,110],inner:[4,98],inner_param_attr:5,inproj_attr:4,inproj_bias_attr:4,inproj_param_attr:4,input0:101,input1:[4,5,101],input2:4,input:[1,3,4,5,7,9,11,17,18,19,25,27,28,29,34,38,40,41,42,43,44,45,49,50,51,52,53,54,55,57,58,59,61,62,66,67,68,71,72,75,76,77,78,79,82,84,85,86,87,93,95,97,98,99,100,101,106,109,112,118],input_conf:4,input_data:98,input_data_target:98,input_dim_idx:18,input_dtyp:18,input_featur:1,input_hassub_sequence_data:98,input_id:4,input_imag:5,input_index:98,input_label:98,input_lay:98,input_loc:4,input_nam:26,input_proj_bias_attr:5,input_proj_layer_attr:5,input_seg:87,input_seq:[4,18],input_sequence_data:98,input_sequence_label:98,input_sparse_float_value_data:98,input_sparse_non_value_data:98,input_t:98,input_to_check:27,input_valu:27,input_var:[27,76],inputbuff:34,inputdef:98,inputgradi:79,inputlayers_:98,inputs_to_check:27,inputsizechang:62,inputtyp:9,insert:[28,44,51,70,75,78,79,97],insid:[3,5,28,31,41,43,44,45,58,62,72,73,77,78,79,90,110],inspir:73,instal:[4,18,39,61,81,89,90,96,97,102,104,107,111],install_android:120,instanc:[4,18,27,29,31,33,37,40,41,42,44,46,51,56,62,67,68,71,76,78,79,95,98,101,105,109,116],instance_ip:110,instanti:[31,46,106],instead:[4,5,7,28,30,34,39,40,41,49,50,54,55,96,97],instrins:49,instruct:[29,54,90,96,105,120],int16:88,int32:[66,74,87,88,116],int64:[18,41,47,66,83,86,88],int64_t:73,int8:66,integ:[3,4,9,18,35,39,40,49,64,68,98],integer_valu:9,integer_value_sequ:[9,68,95],integr:[3,89,124],intel:[50,66,85,100],intellig:[16,59],inteloptimizedpaddl:61,intend:89,inter:[4,41],interact:[4,41,90,110],intercept:4,interchang:[54,78],interconnect:70,interest:[40,49,70,105],interfac:[0,2,4,5,16,20,22,23,25,29,35,39,48,55,70,72,78,79,85,89,99,101,110,121,124],intergr:4,intermedi:[18,41,48,51,53,59,69,96,120,122],intern:[4,5,16,20,25,49,104,107,108,110],internel:61,internet:[30,31,124],interpret:[3,18,46,50,51,88,89,105],interv:18,inth:101,intrins:[40,46,49,122],introduc:[4,11,29,31,53,60,63,80,82,84,99,104,107,111],introductori:96,intuit:[38,78],inval_:61,invalid:[77,82],invent:50,invoc:[30,52,78],invok:[4,14,25,28,41,44,72,76,78,79,84,86,96,97,105,110],involv:[68,99],iob:3,ioe:3,ios:121,ios_arch:121,ios_deployment_target:121,ios_development_root:121,ios_enable_bitcod:121,ios_platform:121,ios_sdk_root:121,ios_use_veclib_for_bla:121,ipad:121,iphon:121,ips:110,ipt:[4,76,84,95],ipx:124,ipython:26,is_color:11,is_cpu_plac:62,is_loc:25,is_mkldnn_librari:62,is_revers:18,is_seq:[4,95],is_spars:18,is_stat:2,is_target:75,is_tensor:84,is_test:[18,62],is_traget:75,is_train:11,isinst:44,ismkldnnkernel:62,isn:105,isspars:98,issu:[30,53,90,92,96,97,105],istag:81,item:[4,9,18,25,38,49,77,93,124],iter:[4,5,6,9,25,26,31,41,50,51,59,62,71,73,77,87],iter_multiple_input_and_param:76,its:[4,5,16,18,23,25,26,27,28,29,31,35,40,44,45,50,51,53,54,55,57,59,63,67,68,70,71,72,75,76,78,79,82,83,84,85,86,92,98,99,100,101,105,107,110,116],itself:[28,31,38,51,62,71,82],ivs:84,java:[29,64,74,78],jeremi:105,jian:16,jku:18,job:[10,28,38,40,41,44,78,90,107,109,115,116,118],job_desc:41,job_dispatch_packag:108,job_id:10,job_nam:[39,110],job_namespac:110,job_path:110,job_workspac:108,jobdesc:41,jobnam:41,jobpath:110,jobport0:110,jobport1:110,jobport2:110,jobport3:110,jobserv:39,join:31,jointli:5,journei:90,jpg:11,json:[55,110,111],jth:5,judg:4,juditski:71,jupyt:[39,90],just:[1,3,4,5,10,18,30,35,36,40,41,50,51,53,57,62,71,72,76,77,78,79,80,82,83,89,92,96,97,108,110,118,120],jx4xr:110,jypyt:26,k8s:[40,124],k8s_data:110,k8s_job:26,k8s_token:26,k8s_train:110,k8s_user:26,kafka:33,kaim:16,kcpu:73,kcuda:73,kcudnn:100,kdisabl:73,kebilinearinterpbw:105,kebilinearinterpfw:105,keep:[4,9,11,16,31,50,51,54,68,71,76,82,84,89,97,124],keep_dim:18,keep_top_k:4,kei:[10,11,19,22,25,27,28,29,31,33,35,47,49,58,62,78,79,84,87,96,97,99,105],kept:[4,59,76],kera:80,kernel0:100,kernel1:100,kernel:[4,18,27,49,51,58,61,71,73,80,83,85,86,99,101,105],kernel_hint:58,kernel_type_for_var:86,kerneltyp:[58,62],key1:116,key2:116,key_pair_nam:110,keyid:110,keymetadata:110,keypair:110,keyserv:110,keystat:110,keyusag:110,keyword:76,kforcecpu:58,kill:[31,110],kind:[26,27,31,37,41,44,51,54,58,62,69,70,73,85,86,88,90,100,110,111],kind_:73,kmark:73,kmkldnn:100,kms:110,knchw8c:66,knchw:66,knhwc:66,know:[26,35,40,59,63,97,98,104,105,107,110,120],known:[18,28,29,50,52,67],kplain:100,kpoprang:73,kpushrang:73,kriz:10,krizhevski:18,kselectedrow:83,ksimonyan:5,kstate:73,kube_cluster_tl:26,kube_ctrl_start_job:26,kube_get_workers_addr:40,kube_list_containers_in_job_and_return_current_containers_rank:26,kubeconfig:110,kubectl:[108,111,112],kuberent:[31,110],kubernet:[26,31,40,41,78,107,113,114,124],kubernetes_service_host:26,kusecudnn:58,kusemkldnn:58,kvp:22,kwarg:[5,6,9,14,18,20,45,55,76,84],kwd:22,l1_rate:2,l1_regularization_op:80,l2_rate:2,l2_regularization_op:80,l2_sim:4,l93:34,label:[3,4,9,10,11,18,25,41,45,50,53,54,55,69,74,77,86,106,109,111],label_dim:4,label_fil:77,label_lay:77,label_path:77,lag:116,lambda:[18,40,44],lambdacost:4,lambdarank:4,lan:107,languag:[4,10,19,40,50,54,59,73,78,82,118],larg:[7,10,41,43,44,59,63,71,97],larger:[2,3,4,59],larger_than:[29,56,74],largest:18,last:[3,4,5,18,28,44,59,67,73,74,95,116],last_seq:68,last_time_step_output:4,lastseen:111,latenc:[4,49,108,110],latent:4,later:[30,78,80,85,89,92,99,101,110],latest:[4,29,30,31,38,81,89,90,92,102,111,120,121],latter:[71,87,104],launch:[62,110,116],launcher:26,layer1:[4,5],layer2:4,layer3:4,layer:[2,3,5,7,9,12,16,24,25,28,29,34,40,41,43,50,53,54,56,69,71,74,77,78,80,84,85,87,93,95,103,106,109,115,116],layer_0:98,layer_attr:[4,95,118],layer_help:58,layer_num:118,layer_typ:[4,60,61],layerbas:98,layerconfig:98,layergradutil:98,layerhelp:[18,58,76],layermap:98,layeroutout:4,layeroutput:5,layout:[11,62,86],layout_:[58,66],layouttyp:58,lazi:[71,80],lbl:3,lead:[59,66,105],leaki:53,leakyrelu:18,learing_r:69,learn:[2,3,4,5,6,10,26,28,36,38,41,43,46,53,54,59,61,68,70,71,73,77,78,80,85,90,95,96,98,99,102,105,109,121],learnabl:[18,25],learning_r:[2,20,36,41,106,109],leas:31,least:[3,31,92,120],leav:[29,110],lectur:59,lecun:10,left:[4,29,101,121],left_right_flip:11,legaci:90,legal:84,len:[4,18,36,40,47,50,76,93,98],length:[4,5,9,10,11,18,19,36,49,60,63,67,68,78,87,95,111,116],leran:59,less:[4,18,26,44,109,124],less_than:[26,59],lesser:18,let02:111,let:[3,4,26,29,38,40,51,52,54,58,62,66,67,68,69,79,85,86,99,104,109,110],level:[2,4,16,18,49,52,55,63,67,68,73,85,87,88,97,108,116,120],lgtest:30,lgtest_main:30,lib64:[90,116],lib:[65,89,90,104,107,120,121,122],libapi:30,libari:65,libc:92,libcuda:90,libgcc_:92,libgoogl:104,libiomp5:61,libmkldnn:61,libmklml_intel:61,libnvidia:90,libpaddl:[64,65,78,104],libpaddle_capi:65,libpaddle_gserv:65,libpaddle_math:65,libpython2:89,librari:[4,18,30,37,41,61,62,65,70,86,89,92,99,100,107,109,116,121,122],library_:66,library_typ:100,library_type_:86,librarydevicecontext:66,librarytyp:[86,100],libstdc:92,licens:[61,70],life:31,lifecycl:[73,124],lifetim:[82,92],lightweight:52,like:[3,4,9,10,18,28,29,30,31,34,39,40,46,50,51,52,53,54,55,57,62,66,70,71,76,77,78,79,80,82,83,86,87,89,92,95,96,97,104,105,106,107,110,115,118,120,121,122,124],limit:[4,9,18,50,59,63,68,78,80,105,116],linaro:122,line:[3,9,18,22,30,34,39,48,54,71,74,76,78,80,96,97,103,104,105,108,109,110,118],line_break:9,linear:[4,18,19,68,93],lineno:104,link1:49,link2:49,link:[4,5,30,47,48,82,92,99,110,124],linux:[9,47,90,92,96,97,107,110,122],linux_x86_64:[81,92],lipo:121,list:[3,4,5,9,11,14,18,20,22,25,26,28,29,30,35,39,40,46,48,50,53,66,69,72,73,76,79,82,87,93,95,96,98,99,104,107,109,110,116,118,122],listdir:107,listen:[31,40,41,107,109,116],listen_and_do:40,listenanddo:40,littl:[36,58,63,116],live:[99,106],live_in:59,live_out:59,load:[11,26,31,41,53,70,76,89,99,110,116],load_and_transform:11,load_imag:11,load_image_byt:11,load_missing_parameter_strategi:[115,116,118],load_mnist:53,load_persist:109,loadsave_parameters_in_pserv:[34,115,116],loc:[3,16],local:[2,18,25,27,29,31,37,38,54,59,67,74,76,78,89,90,96,97,104,108,111,115,116],local_scop:27,localhost:[90,102],localpath:48,locat:[4,18,25,30,50,66,73,85,87,95,98,107,122],lock:[30,31,35,36],lod:[18,63,67,83,87,88],lod_desc:[83,88],lod_expand:68,lod_level:[18,76,83,88],lod_rank_table_obj:18,lod_tensor:[18,67,83,88],lod_tensor_aarri:18,lod_tensor_arrai:18,lodrankt:18,lodtensor:[18,19,57,63,78,88],lodtensorarrai:18,lodtensordesc:[63,83],log:[35,41,48,53,92,98,107,108,110,111,112,116,122],log_barrier_abstract:116,log_barrier_lowest_nod:[115,116],log_barrier_show_log:[115,116],log_clip:[115,116],log_error_clip:[115,116],log_period:[111,116,118],log_period_serv:[115,116],logarithm:[1,18],logic:[38,41,43,44,53,57,69,70,72,82,87,99],login:[92,112],logist:18,logit:[53,86],longer:[31,41,59],look:[3,18,29,39,40,50,51,54,71,76,79,80,106,107,110,111,115],lookahead:4,lookup:[18,57,68,106],lookup_t:59,loop:[27,29,50,59,73,77,82],loop_var:87,loss:[4,18,20,28,41,53,55,69,71,80,98],lot:[41,66,68,71,76,80,85,107,115,124],low:[4,16,69,70,85,87],low_rnn:67,lower:[4,18,49,67,68,97,108],lower_level_rnn:67,lowest:116,lpaddle_capi_shar:65,lpaddle_capi_whol:65,lrelu:53,lstm:[4,18,95,111],lstm_bias_attr:5,lstm_cell_attr:5,lstm_group:5,lstm_layer_attr:5,lstm_step:5,lstm_unit_op:18,lstmemori:[5,95],lstmemory_group:4,lstmlayer:60,ltr:4,luckili:59,mac:[65,96,97,120],machin:[5,10,25,41,43,50,53,59,61,70,71,80,89,92,96,98,110,111,112,115,116,118,122,124],machine_transl:95,maco:[92,93,96,121],macro:[52,66,79,99],made:[31,36,50,95],mai:[4,5,18,27,29,41,45,49,51,58,59,62,70,73,77,78,82,86,89,90,101,102,105,107,110,122],main:[18,40,44,50,51,55,70,74,78,92,104,107,110],main_program:[14,18,28,45],mainli:[37,59,66,85,89,99,116],mainlin:92,maintain:[4,29,35,71,76,78,110],majel:30,major:[41,49,86,120],make:[3,4,18,26,28,29,30,31,35,36,38,41,42,49,50,54,67,68,71,72,76,77,78,80,85,87,89,96,97,98,99,100,104,105,107,109,110,120,121,122,124],make_ddim:101,make_function_oper:52,make_vari:84,maker:[78,79],malloc:[85,98],man:47,manag:[20,25,31,36,37,40,41,48,73,82,85,92,102],mandarin:4,mandatori:121,mani:[5,11,28,30,35,40,50,53,58,59,68,72,73,76,78,79,82,83,84,86,87,96,116],manili:55,manipul:[50,76,79,108,121],manner:[4,71,80],mantain:59,manual:[41,69,71,79,108,120,121,124],manufactur:50,manylinux1:92,manylinux1_x86_64:[81,92],manylinux:81,map:[3,4,9,19,25,26,29,35,44,62,66,76,79,82,84,85,87,96,116,124],map_fn:87,map_read:9,mapper:9,mapreduc:[26,107],margin:18,mark:[28,43,53,54,67,68,73,82,95,104,124],marker:73,market:49,mask:[2,4,18],master:[26,38,78,81,116,122],mastermind:30,mat:[64,65],mat_cache_row:34,mat_norm:34,mat_normal_shar:34,mat_param_attr:5,mat_sparse_row:34,mat_sparse_row_auto_grow:34,mat_sparse_row_id:34,mat_sparse_row_prefetch:34,mat_sparse_row_prefetch_full_s:34,mat_value_shar:34,match:[18,30,49,92,105],matchbox:124,math:[5,61,64,78,97,98,99,105],mathemat:80,matirx:4,matmul:[29,55,67,87,99],matric:[18,95,98],matrix:[3,4,5,9,18,19,25,34,64,65,98,99,115,118,121],matrixptr:98,matrixtyp:65,mattyp:34,matur:107,max:[2,4,9,10,18,19,27,42,44,59,76,105,116,118],max_diff:27,max_id:[4,25],max_job_id:10,max_length:[4,68,95],max_movie_id:10,max_relative_error:[27,99],max_seq_len:18,max_sort_s:4,max_user_id:10,max_x:18,maxframe_evalu:3,maxid:3,maxid_evalu:3,maxim:[4,44],maximum:[3,4,10,18,29,36,95,99,105,116],maxinum:7,maxoutfunctor:85,maxpool:4,mayb:[29,62,99],mchw:18,md5:[10,32],mean:[2,3,4,5,6,7,9,11,16,25,28,30,41,42,44,55,68,75,77,82,86,90,95,96,99,104,105,106,109,110,116,118,124],mean_var_nam:4,meant:87,measur:[45,105],mechan:[4,5,19,28,37,45,62,76,79,95,100,110],mem:[4,29,39,68],mem_per_pserv:41,mem_per_train:41,member:[4,10,26,44,54,55,66,72,76,82,99],memcpi:[72,105],memor:4,memori:[5,28,29,34,35,39,49,51,61,62,63,66,68,71,73,78,86,95,96,97,98,101,105,106,111,116,118],memory_boot:5,memory_nam:4,memory_optim:59,memory_test:96,memory_threshold_on_load_data:116,memoryalloc:85,memorydesc:62,mention:[18,28,30,35,41,43,50,67,70,71,73,96],mere:5,merg:[4,14,18,36,38,42,45,61,67,70,72,97,102,116,121],messag:[29,40,46,50,51,54,63,73,74,75,76,78,79,83,88,97,111,116],metaclass:99,metadata:[47,110,111],metal:[109,124],metaphor:54,metaplotlib:26,method:[4,6,16,20,25,27,29,38,40,41,42,44,49,53,54,55,58,69,70,76,77,78,82,83,86,87,89,90,92,98,99,101,102,104,105,116,118],methodolog:71,metric:[14,45,73],microarchitectur:49,might:[4,29,30,40,50,59,74,96,97,98,104,110,120],mileag:105,million:[10,118],min:[2,4,18,42,44,76,105,110,118],min_block:29,min_count:43,min_desc:29,min_word_freq:10,mind:104,mini:[4,9,14,18,25,29,31,45,46,50,56,67],mini_batch:77,minibatch:[4,18,29,45,54,56,74],minim:[20,29,41,43,44,50,53,69,78,106,109,116,120,121,122],minimum:[4,18,121],minimun:116,minsizerel:[120,121,122],minu:79,minus_grad:79,minusgradop:79,minusop:79,minusopgradmak:79,minusopprotoandcheckermak:79,minut:[31,38,90,96,110],mirror:[30,90],mislead:36,mismatch:18,miss:[53,116],mistak:50,misus:100,mit:110,mix:[5,73,87,95],mixed_lay:5,mixed_layer_attr:5,mixedlayertyp:4,mixtur:104,mkdir:[48,89,102,110,112],mkl:[62,78,85,86,89,90,100],mkl_packed_:60,mkldnn:[4,61,66,86],mkldnn_:61,mkldnn_batch_norm:4,mkldnnactiv:61,mkldnnbase:61,mkldnnlayer:61,mkldnnmatrix:61,mkldnnstream:61,mkldnntester:61,mklml:61,mklpack:60,mklpackedgatedrecurrentlay:60,mklpackedgemm:60,mklpackedlstmlay:60,mklpackedrecurrentlay:60,mlp:55,mlr:16,mnist:[33,41,53,54,74,77,78,104],mnist_random_image_batch_read:77,mnist_train:77,mnist_train_batch_read:77,mobil:[49,50,59,78,102,119],mod:107,mode:[4,22,25,49,60,70,97,116],model:[0,4,5,10,19,25,28,29,31,32,40,41,43,44,45,54,59,60,69,70,71,78,80,86,87,93,97,98,102,103,107,109,110,116],model_list:[116,118],model_path:118,modelparallel:41,modern:59,modif:91,modifi:[4,41,49,55,80,95,98,99,107,108,110],modul:[5,10,25,41,52,53,68,87,99,104],modular:68,modulo:4,moment:[20,104],momentum:[2,18,20,82,100],momentumop:104,mon:111,monitor:73,mono:4,month:30,more:[3,4,5,9,18,26,27,28,30,31,35,38,39,41,43,48,49,50,51,52,54,58,59,62,66,67,68,69,73,76,77,78,80,85,87,89,90,93,95,96,98,99,100,101,102,104,105,106,107,109,111,118,122,124],most:[4,9,18,25,26,28,30,38,41,51,54,55,66,68,71,73,77,80,85,92,95,98,104,105,106,115,124],mostli:[49,124],motiv:78,mount:[39,90,107,110,111],mountpath:[110,111],move:[4,31,35,48,50,71,90,105,110,124],movement:105,movi:10,movidiu:50,movie_categori:10,movie_info:10,movie_review:10,movieinfo:10,moving_average_fract:4,mpi:[70,112],mpirun:112,mse:[50,54,69,74],msra:16,much:[4,18,31,50,62,69,77,80,87,105],mul:[52,59,76,98,99],mul_grad:99,mul_op:[18,99],mul_ratio:4,mul_result:76,mulgradkernel:99,mulkernel:99,mulop:[52,99],mulopgrad:99,mulopmak:99,mult:[40,51],multi:[4,45,70,72,86,98,104,108,109,115,116,124],multi_binary_label_cross_entropi:4,multidimension:18,multigradientmachin:72,multinomi:4,multip:19,multipl:[3,4,5,9,14,18,19,25,26,27,35,36,38,40,41,43,45,50,51,52,58,70,73,78,86,88,95,98,99,104,107,110,116,118],multiple_input:76,multiple_param_attr:76,multipli:[3,4,18,40,98],multiprocess:9,must:[1,3,4,5,9,11,18,28,36,44,59,62,63,66,73,75,76,77,78,84,88,95,98,99,101,107,109,110,116,118,120,122],mutabl:[85,101],mutable_data:[62,85,99,101],mutuable_data:[85,101],mxnet:[29,40,50],my_cluster_nam:110,my_external_dns_nam:110,my_lib:107,myerrorclip:44,myfil:9,mypaddl:111,naiv:40,name:[2,3,4,5,7,11,14,18,22,25,26,27,28,29,31,33,34,36,39,40,41,45,49,52,55,58,61,62,63,65,66,68,73,74,76,78,81,83,84,87,88,90,92,93,95,96,98,99,100,105,106,107,109,111,113,114,116,118,121,124],name_:73,name_prefix:33,namespac:[29,56,64,76,98,99,111],nativ:[4,49,97],natur:[18,35,38,43,68,87,118],navig:102,ncall:104,nccl1:70,nccl2:70,ncclinit:70,nchw8:86,nchw8c:86,nchw:[4,18,61,66],ndarrai:[11,25,33],ndcg:4,ndcg_num:4,ndk:120,nearest:49,nearli:27,necess:87,necessari:[4,28,29,36,38,44,45,59,63,68,72,76,84,87,98,112],necessarili:[40,98],neck:70,need:[3,4,5,9,16,18,19,20,23,26,27,28,30,34,35,36,38,39,41,43,44,45,48,50,51,52,53,58,59,62,66,68,69,70,71,72,73,75,76,78,79,80,82,83,84,85,87,89,90,91,92,93,95,98,99,100,101,102,107,109,110,111,115,116,118,120,121,122,124],neg:[3,4,18],neg_distribut:4,neg_overlap:4,neg_pos_ratio:4,neglect:4,neighberhood:70,neither:4,neon:[49,120,122],ner:3,nervana:50,nest:[4,9,28,29,73,74,88],net:[4,5,12,18,29,53,67,82],netop:[29,78],network:[2,3,4,9,16,19,23,24,25,26,27,28,29,31,34,41,43,45,53,55,59,60,61,67,69,71,73,76,77,80,82,84,85,86,88,93,98,99,101,105,107,109,116,124],network_config:118,networkadministr:110,neural:[4,5,9,16,25,26,28,29,31,41,55,59,60,61,67,71,80,82,85,86,88,93,101,105,107,109,116],neuralnetwork:72,neuron:98,never:[9,59,77,82,110,111],new_block_idx:76,new_dim:18,new_op_and_kernel:100,new_op_desc:44,new_scop:86,new_stat:67,newblock:76,newbuff:62,newer:120,newest:36,newli:[49,121,124],newop:29,newopdesc:76,newprogram:76,newscop:86,newvardesc:76,next:[4,10,28,31,37,44,68,70,87,95,98,99,104,105,110,111,116],nextlay:61,nfs4:110,nfs:110,nfsver:110,ngram:10,nic:[115,116],nil:35,nine:10,nlp:4,nltk:10,nms_threshold:4,nms_top_k:4,nnz:98,no_grad_dict:28,no_grad_set:[20,27,28,99],no_gradi:28,no_sequ:4,node1ip:112,node2ip:112,node3ip:112,node:[4,30,38,40,41,43,55,59,68,70,78,96,98,107,108,109,110,111,112,116,124],node_0:110,node_1:110,node_2:110,node_id:107,nodeattr:55,nodeentri:55,nodefil:108,nodesep:55,nohup:107,nois:[4,31,53,107],noisi:[4,53],non:[4,18,31,49,50,83,98,99,110,116],none:[2,3,4,5,6,7,11,14,16,18,19,20,25,26,27,28,29,44,45,53,55,56,67,68,69,74,76,84,87,95,106,109],noneedtran:62,nonlinear:[16,98],nontranspos:18,nor:[40,96],norm:[5,18,53,66],norm_by_tim:4,normal:[4,5,10,16,18,71,95,98,107,111,116],notat:[4,59],note:[2,4,5,7,11,14,18,19,25,26,28,29,34,35,39,59,63,66,70,77,78,85,86,89,90,99,101,102,105,107,109,110,116,118,121],notebook:[39,90],notest_dist_fit_a_lin:109,noteworthi:50,noth:[1,25,58,76,82,96,116],notic:[4,44,50,70,79,95,97,98],notif:97,notimplementederror:44,notin:86,notingradi:99,notion:87,notori:27,now:[9,28,30,31,43,53,63,66,71,78,79,80,82,109,110,116,121],np_arrai:9,nproc:96,nullptr:[62,73,79,82,98],num:[4,5,107,116],num_channel:[4,5],num_chunk_typ:3,num_class:[4,5,18,55],num_col_dim:18,num_filt:[4,5,18,19],num_flatten_dim:18,num_gradient_serv:[107,115,116],num_hidden:55,num_input:97,num_neg_sampl:4,num_or_sect:18,num_parameter_serv:26,num_pass:[25,111,115,116,118],num_per_batch:11,num_pserv:41,num_repeat:4,num_result:3,num_results_per_sampl:4,num_row:83,num_shard:33,num_step:87,num_train:41,number:[3,4,5,9,10,11,18,29,31,33,43,45,59,71,73,77,78,84,87,96,98,104,107,109,110,116],numchunktyp:3,numdevices_:118,numer:[4,99],numeric_grad:27,numerical_grad:27,numlogicaldevices_:118,numofallsampl:3,numofwrongpredict:3,numpi:[2,9,11,18,25,33,49,53,76,77,89,99],numreal:34,numsampl:105,numtagtyp:3,numtimeout:35,nv_:30,nv_gpu:96,nv_librari:30,nv_test:30,nvcc:[30,49,51],nvidia:[49,66,70,85,90,96,105,116],nvlink:70,nvprof:73,obei:3,object:[2,4,5,9,18,25,26,34,41,44,45,53,55,59,64,69,73,76,78,80,82,101,105],observ:[4,98,105],obtain:[4,18,38,71],obvious:[30,66,104],occup:59,occupi:[49,73],occur:[10,25,59],occurr:29,oct:111,odd:4,odoti:18,off:[65,89,90,96,107,120,121,122,124],offer:[29,78,84],offici:[4,30,97,102,110,120],offlin:[31,33,124],offset:[4,18,34],often:[4,34,55,59,66,97,104,107],ograd:98,old:[27,36,38,68,78,116],older:[18,50,120],omega:80,omit:18,omp_num_thread:104,ompi_comm_world_rank:107,onc:[4,31,35,40,41,43,45,50,54,71,97,98,102,110],one:[1,3,4,5,7,9,16,18,20,23,25,26,27,28,29,31,34,35,36,38,39,40,41,44,45,46,49,50,51,52,53,55,57,58,62,63,66,67,68,69,70,71,72,74,75,76,77,78,79,82,83,85,86,87,90,96,97,98,99,100,106,108,109,110,111,112,116,118,124],onehotcrossentropyopkernel:99,ones:[52,53,78,97],onli:[3,4,5,7,11,18,23,25,26,27,28,30,34,35,36,37,38,39,40,41,43,44,45,46,48,49,50,53,54,59,62,67,68,69,70,72,73,76,78,83,84,85,86,87,89,91,92,95,96,98,99,100,101,102,105,109,110,111,115,116,118,121,124],onlin:[4,6,31,33,59,77],only_cpu:27,onnx:50,onto:[18,41,43,110,112],op1:[59,86],op1_2_op2:86,op1_to_op2:86,op2:[59,86],op3:59,op_:99,op_check:99,op_class:[78,84],op_desc:[44,57,75],op_info:106,op_kei:62,op_maker_class:[78,84],op_proto:84,op_registri:106,op_siz:44,op_test:99,op_typ:[78,99,100],op_unique_kei:62,opattrcheck:99,opcreat:84,opdesc:[29,44,54,74,75,76,78,79,84,88],opdescbind:[57,79],opdescbuild:29,open:[4,11,18,26,33,50,53,61,77,97,104,107,110],openbla:[89,90,120],opencv:11,openmp:104,openmpi:107,opensourc:70,oper:[4,5,9,11,16,18,20,23,27,29,40,41,42,43,45,46,49,50,51,53,54,55,57,58,67,68,69,70,73,75,80,82,85,86,88,95,97,98,100,101,105,106,110,116,120],operand:[18,49],operator_grad:27,operator_list:73,operatorbas:[29,52,78,79,84,99],operatorwithkernel:[86,99],opinfo:[57,78,79],opinfomak:57,opinfomap:79,opkernel:101,opkernelbas:100,opkernelkei:78,opkerneltyp:[66,86,100],opmak:84,opposit:18,opproto:99,opprotoandcheckermak:[79,99],opprotomak:[84,99],opregist:84,opregistri:84,ops:[20,27,28,29,30,40,51,54,55,71,74,75,76,78,85,99,124],ops_:29,ops_test:30,opt:[26,69,75,84,89],opt_op_list:69,optest:99,optestmeta:99,optim:[2,12,24,25,27,28,41,42,43,51,53,70,71,72,74,78,80,83,98,104,105,106,107,109,120,122],optimis:69,optimize_op:109,optimize_op_attr:76,optimizer_op:109,option:[3,4,14,18,22,26,30,41,53,58,63,74,75,76,78,83,84,88,96,98,104,107,108,118,120,121,124],optmization_op_list:69,opts_np:75,optyp:[57,84],opwithkernel:83,order:[4,5,9,11,18,25,28,54,63,73,77,80,87,89,98,104,107,110,111,116,124],ordereddict:25,orderli:18,oregon:110,org:[3,4,5,10,16,18,33,47,53,90],organ:[3,4],orient:84,origin:[4,5,9,10,18,27,49,53,82,87,97,101],other:[3,4,5,9,18,20,29,31,36,40,48,49,50,51,57,59,62,66,67,71,75,80,82,84,85,86,89,95,96,97,104,106,107,109,110,111,118,120,121,122,124],otherchunktyp:3,otherwis:[4,9,10,11,18,25,26,28,31,36,38,53,57,62,77,95,97,108,118],our:[18,26,28,30,41,43,53,57,59,66,70,71,82,87,89,92,95,96,97,98,104,109,110,111,120],out:[4,18,19,25,26,29,30,35,38,41,44,50,55,59,62,67,68,76,86,93,95,99,101,104,105,110,111,112,116],out_dir:110,out_fals:18,out_left:4,out_mem:95,out_memori:5,out_right:4,out_size_i:4,out_size_x:4,out_tru:18,outer:4,outgrad_:61,outlier:4,outlin:117,outout_lay:25,outout_layer1:25,outout_layer2:25,output:[1,2,3,5,7,9,18,19,22,25,26,27,28,29,33,38,40,43,44,48,51,52,53,54,55,56,57,59,62,63,67,68,71,74,75,76,77,78,79,82,83,84,85,86,87,89,95,96,97,98,99,100,101,104,105,107,111,116,118,120],output_:[4,61,98],output_all_step:67,output_arg_nam:44,output_dim_idx:18,output_dtyp:18,output_fil:22,output_id:4,output_lay:[25,93],output_max_index:7,output_mem:[4,95],output_mod:22,output_nam:27,output_num:67,output_path:33,output_s:18,output_seg:87,outputbuff:34,outputgradi:79,outputh:4,outputw:4,outsid:[4,5,41,82],outupt:87,outv:98,outval_:61,over:[4,5,18,25,26,50,59,70,71,87,97,98,105],overal:[53,71,73,97,124],overfit:80,overhead:105,overlap:[3,4,98],overlap_threshold:[3,4],overload:[49,58],overrid:[29,31,48,62,85,98,99,101],overview:[35,36,37,85],overwhelm:97,overwrit:[48,107],own:[4,28,36,38,44,46,55,57,69,70,71,80,84,99,107,108,110,120,121],owner:[96,97],paam:11,pack:[87,120],packag:[9,10,35,39,40,52,61,81,89,90,97,99,104,110],pad:[5,18,62],pad_c:4,pad_h:4,pad_w:4,padding_attr:4,padding_h:18,padding_i:4,padding_w:18,padding_x:4,paddl:[1,2,3,4,5,6,7,9,10,11,14,16,17,18,19,20,22,23,25,26,29,30,31,33,39,41,48,51,52,53,56,60,61,62,63,64,65,67,68,72,74,78,80,81,84,85,87,89,90,92,93,95,96,97,98,99,100,102,104,105,106,107,108,109,110,111,112,116,118,120,124],paddle_begin_init_param:36,paddle_dir:99,paddle_element_typ:36,paddle_element_type_float32:36,paddle_element_type_float64:36,paddle_element_type_int32:36,paddle_element_type_int64:36,paddle_element_type_uint32:36,paddle_element_type_uint64:36,paddle_enforc:[29,62],paddle_enforce_eq:[99,101],paddle_error:[64,65],paddle_exampl:39,paddle_finish_init_param:36,paddle_get_param:36,paddle_gradi:36,paddle_init_num_gradient_serv:107,paddle_init_param:36,paddle_init_port:107,paddle_init_ports_num:107,paddle_init_ports_num_for_spars:107,paddle_init_pserv:107,paddle_init_trainer_count:107,paddle_init_trainer_id:107,paddle_init_use_gpu:107,paddle_job:39,paddle_manylinux_devel:89,paddle_matrix:[64,65],paddle_matrix_cr:65,paddle_matrix_get_shap:64,paddle_matrix_shap:64,paddle_new_etcd_pserver_cli:36,paddle_new_pserver_cli:36,paddle_on_cloud:39,paddle_output:111,paddle_paramet:36,paddle_pserver2:108,paddle_pserver_cli:36,paddle_pserver_client_releas:36,paddle_save_model:36,paddle_send_grad:36,paddle_train:[65,81,108],paddle_with_cuda:73,paddle_with_mkldnn:66,paddlepaddl:[4,5,9,10,11,25,30,31,33,36,37,38,39,40,41,47,48,52,53,54,56,58,63,67,68,69,72,73,76,77,78,82,87,88,91,93,95,96,97,98,99,100,104,105,107,108,112,113,114,123,124],paddlepaddle_gpu:92,paddlepaddlebook:90,page:[97,110],pair:[3,19,20,22,28,29,41,54,69,73,78],pairwis:4,pakcag:30,paper:[4,16,18,53],para:34,paradigm:[40,46,78],paragraph:67,paragraph_data:67,paragraph_out:67,parallel:[40,41,43,70,73,78,86,96,105,107,110,111,116,118],parallel_for:40,parallel_nn:[2,115,116],paralleldo:42,parallelfor:40,param:[2,4,5,9,18,20,27,29,36,72,76,85,101],param_attr:[4,5,18,19,34,76,95],param_config_proto:36,param_initi:18,paramattr:[2,4,12,18,95],paramet:[3,5,6,7,9,10,11,14,17,18,19,20,22,24,27,28,29,30,32,34,38,40,41,42,44,46,48,50,51,53,54,55,57,63,67,69,70,74,77,82,84,87,89,93,97,98,99,100,101,103,106,108,118,121],parameter_block_s:[115,116],parameter_block_size_for_spars:[115,116],parameter_learning_r:2,parameter_list:[20,28,69],parameter_nam:[25,26],parameter_serv:26,parameter_valu:34,parameterattribut:[2,4,5,34],parameterclient_:34,parametermap:98,parametermutex_:34,parameters_:98,parameters_and_grad:[20,69],parameterserver2:34,parameterset:26,parameterupdat:72,parameterupdater_:34,parametr:4,params_grad:[69,109],paramt:110,paraspars:98,parent:[29,40,74,76,78,98],parent_:[29,82],parent_idx:76,parenthes:78,pars:[9,10,30,41,55,96,110,118],parser:9,part:[3,4,18,19,28,29,38,41,50,62,63,74,76,85,95,98,104,105,107,109,124],parti:[96,105,120,121,122],partial:[4,25],partial_sum:4,particip:99,particular:[54,63,78,86,105],particularli:16,partit:[31,33,41,43,78,107,110],pass:[4,14,18,23,25,28,29,31,44,45,50,53,59,63,69,71,72,75,76,77,78,80,82,87,97,98,105,107,108,109,110,111,116],pass_gener:4,pass_id:[25,41,109],pass_idx:77,pass_num:109,passtyp:98,password:112,past:[26,90,93,110],patch:47,path:[3,9,10,11,25,31,35,36,39,59,68,77,89,90,107,110,111,116,118,120,121,122],path_to_paddlepaddle_working_directori:102,pattern:[10,31,64,71,80,110],paus:[31,38],pcie:70,pdf:[5,18],peephol:18,peer:70,pem:[26,33,110],pend:[31,35],peopl:96,pep425tag:92,pep8:97,per:[3,4,10,11,18,31,36,70,71,77,80,99,116],percal:104,perf_test:104,perfom:[116,118],perform:[4,5,16,18,27,36,41,45,49,50,53,59,70,72,73,77,78,80,85,86,95,96,98,99,103,107,115,120,121,122],perftool:[73,104],period:[31,38,116],permiss:110,permut:18,peroid:[4,11],persist:[18,46,83,88,110],persistentvolum:110,persistentvolumeclaim:110,person:[3,26,58],perspect:[78,105],perturb:[27,98],pex:124,pfs:[33,48],pfsclient:33,pfspath:48,pgp:110,phase:[62,68,70,71,77,79,124],philosophi:[71,80],photo:53,physic:[121,124],pick:[18,110,121],pickl:[107,112],pictur:70,piec:[5,40,73,101,109],pil:[11,107],pillow:39,ping:97,pip:[81,89,91,93,97,102,104],pipe:9,pipelin:45,piperead:9,pivot:62,pixel:[4,9,10,41],place:[18,28,29,31,38,41,43,46,58,62,70,78,86,98,101,105,106,109],place_:[58,66,85,86],place_typ:100,placehold:[53,85,101],placement:43,plain:[3,4,9,39,63,65,66],plan:[31,40,62,78,98,120],platform:[29,51,62,66,73,85,86,92,97,99,100,101,106,110,120,121,122],pleas:[2,4,5,6,11,18,26,31,35,36,37,40,51,55,66,67,76,77,78,85,88,89,90,92,95,96,97,98,99,101,102,104,107,109,110,120,121,122],plot:26,plu:[4,27],plug:[70,71],pne:99,pnpairvalidationlay:116,pnpairvalidationpredict_fil:115,pod:[33,39,40,110,111],pod_nam:110,point:[18,29,31,39,49,59,62,70,85,96,97,99,101,104,105,120,124],pointer:[29,36,55,59,66,76,78,82,85,101],polar:10,polici:[18,110],pollut:38,polyak:71,ponit:55,pool3:98,pool:[5,18,24,42,59],pool_attr:5,pool_bias_attr:5,pool_layer_attr:5,pool_pad:[5,18],pool_siz:[4,5,18,19],pool_size_i:4,pool_strid:[5,18,19],pool_typ:[4,5,18,19],pooled_height:4,pooled_width:4,pooling_lay:5,pooling_typ:4,poolingtyp:7,pop:[29,46],popul:36,popular:[30,53,55,73],port:[30,40,104,107,109,110,111,115,116],port_num:115,portabl:55,portal:102,ports_num:[107,116],ports_num_for_spars:[34,107,115,116,118],pose:31,posit:[3,4,5,18],positive_label:3,possibl:[26,29,35,43,59,76,80,88,105],post:[39,47],postpon:80,potenti:[49,105],power:[49,59,70,101,124],ppo_workspac:102,pprof:104,practic:[95,98],pre:[4,5,10,26,36,58,59,89,97,110,111,120,122],pre_activ:76,pre_bia:76,pre_stat:[67,87],preambl:76,precis:[3,45,49,71,89],precision_evalu:3,precompil:46,pred:[55,59],predecessor:59,predetermin:[4,116],predic:10,predict:[3,4,18,25,41,80,93,95,116],predict_fil:116,predict_lay:25,predict_output_dir:[115,116],prediction1:25,prediction2:25,prefer:[50,58],prefetch:[34,98],prefix:[3,5,31,33,68,110],pregrad:98,prepand:76,prepar:[27,39,72,95,113],prepend:[18,76],prepend_oper:76,preprocess:[10,11,87,111],present:[26,28,29,73,87],preserv:48,press:16,prev_batch_st:[115,116],prev_cel:18,prev_cell_data:18,prev_hidden:18,prev_hidden_data:18,prevent:[6,26,31,35,38,44,80,104],preview:[78,102],previou:[4,5,18,25,28,31,43,48,67,68,98,104,110,116],previous:[4,111],previous_memori:29,price:[10,78,93],prim:62,primari:[50,54],primarili:[71,80],primer:97,primit:[49,61,62,70,87],primitive_desc:62,primitivedesc:62,principl:[26,30,66],print:[2,25,26,41,50,55,76,92,93,104,112,116],print_graphviz:55,printallstatu:105,printer:3,printstatu:105,priorbox:4,prioriti:78,prite:3,privat:[29,65,73,76,82,83,84,85,87,97,101],privileg:[96,110],pro:70,prob:[3,25,93],probabilist:4,probabl:[3,4,18,25,68,90,95,97],problem:[4,26,27,30,38,50,53,54,71,78,80,92,96],proc:90,proce:[9,31,77,90,110],procedur:[29,63,101,121],proceed:16,process:[2,4,5,9,18,26,28,29,33,34,35,38,40,41,45,46,50,51,55,59,61,63,70,80,84,86,95,97,104,107,108,110,111,116,118],process_num:9,processor:[49,105],produc:[4,5,9,18,31,50,55,77],product:[4,5,18,19,39,50,98,110,111],productgraph:111,prof:104,profil:[12,48,73],profilerst:73,proflier:[73,105],program:[9,14,16,18,22,26,28,33,36,38,41,43,46,54,56,59,69,70,73,77,78,82,88,104,105,108,116],programdesc:[40,41,46,50,59,63,75,76,79,88],programm:[41,50,76],progress:[31,35,116],proj:4,project:[4,5,39,65,95,98,99],promis:[4,5,68],prompt:[48,50,109],prone:26,prop_kind:62,propag:[4,6,28,50,71,99,116,118],proper:[58,107],properli:[58,96,109],properti:[55,80,116],propos:[29,42,43,68,69,70,71,87],proprietari:61,protect:[49,84,98,99],proto:[7,58,63,66,74,78,84,88,99],proto_:84,protobuf:[25,29,39,40,41,46,50,51,54,55,59,63,74,76,78,79,84],protoc:[120,122],protocol:[3,106,116,124],provi:107,provid:[4,10,18,26,29,36,39,40,45,46,49,50,53,55,57,58,66,70,71,73,76,80,84,85,87,90,93,101,104,105,107,108,109,110,120,121,124],providermemory_threshold_on_load_data:115,provis:[110,124],prune:[4,29],ps_desir:31,pserver:[25,34,36,37,39,78,107,109,110,115,116],pserver_addr:36,pserver_cpu:39,pserver_endpoint:109,pserver_id:32,pserver_mem:39,pserver_num_thread:[34,115,116],pserver_prog:109,pserver_spec:25,pserver_startup:109,pserverstart_pserv:115,pseudo:[26,28,39,79,87],pseudocod:87,psize:98,ptr:[65,85],pub:112,publish:120,pull:[30,78,81,97,120],purpos:[4,31,41,43,58,105],push:[29,46,50,73,81,97],push_back:98,put:[30,31,34,43,59,62,76,85,98,109,111,120],pvc:110,pwd:[89,90,96,102,120],pxe:124,pybind:[29,49],pypi:92,pyramid:4,pyramid_height:4,python2:104,python3:92,python:[18,25,26,29,37,45,46,50,52,53,54,55,58,64,68,72,73,78,81,85,87,89,90,92,93,95,96,97,102,106,107,109,112],pytorch:[50,73],qualcomm:49,queri:[3,4,19,110],query_id:3,question:[4,26,40,43,84,109,110],queue:43,quick:[55,116],quick_start:[39,110,111,113],quick_start_data:111,quickli:[68,76,78],quickstart:111,quit:[68,105],r14b:120,r_h_val:18,r_t:4,rais:[9,18,44,55,107],rajathkmp:53,ran:[43,105],rand:[53,105,116,118],random:[2,4,9,16,33,53,66,72,76,77,99,107,116],random_crop:11,random_imag:33,randomli:[11,38],randomnumberse:115,rang:[4,9,16,18,33,40,41,49,53,59,73,77,84,97,109,116,118],rank0:70,rank1:70,rank:[4,18,26,87,101,110],rank_tabl:18,rankdir:55,ranktabl:18,rapid:79,raspberri:123,raspberry_pi:122,raspberrypi:122,raspbian:122,rate:[2,3,4,5,6,10,36,98],rather:[28,39,53,87,110],ratio:[4,116],raw:[4,18,63],rdma:116,rdma_tcp:[115,116],reach:[31,59,70,105],read:[9,11,18,25,26,28,31,33,40,41,43,50,51,77,78,87,90,95,96,102,107,110,120,124],read_from_arrai:59,read_from_realistic_imag:26,read_from_rng:26,read_lock:32,read_minibatch:50,read_mnist_imag:26,read_ranking_model_data:26,readabl:[73,78,104],reader:[0,10,25,33,41,49,53,54,74,104,107,109],reader_cr:33,reader_creator_bool:77,reader_creator_random_imag:[9,77],reader_creator_random_image_and_label:[9,77],readi:[31,110,111,124],readlockguard:34,readm:65,readwritebuffer_:34,readwritemani:110,real:[4,18,34,53,77,107],realist:26,realiz:[29,67],realli:[50,80],reaon:100,rearrang:18,reason:[5,26,27,31,50,97,109,111],recal:3,receiv:[31,39,41,43,67,109],recent:[59,71],reciev:116,recognit:4,recommend:[5,18,26,89,90,91,95,97,98,102,107,108,116,120],recompil:105,record:[9,35,62,73,84,110],recordev:73,recordio:[9,10,26,33,35],recov:[31,87],recover:78,recoveri:35,rectifi:[4,16],recurr:[60,67,82],recurrent_group:[5,95],recurrent_lay:5,recurrent_op:87,recurrentgradientmachin:[65,68,87],recurrentgroup:3,recurrentlay:[60,116],recurs:[28,29,30,48,59,78],recv:[40,41,43,70,110],recvparametertyp:34,red:[53,104],redirect:9,reduc:[4,18,43,49,70,78,90,97,104,108,116,118],reduce_by_kei:78,reduce_mean:53,refactor:[41,43,54,68,71,72,76,80,87],refer:[2,4,5,6,11,16,18,19,22,27,29,31,35,36,37,40,49,55,62,66,67,70,74,76,78,80,82,85,87,88,89,90,95,96,98,99,101,109,111,120,121],referenc:35,reflect:35,reformat:97,refrain:99,reg:84,regard:124,region:[4,82,105],regist:[59,66,79,85,86,98,105],register_gpu_profil:105,register_lay:98,register_op:[52,78,79,84,99],register_op_cpu_kernel:[85,99],register_op_cuda_kernel:[85,99],register_op_kernel:100,register_op_without_gradi:[78,99],register_oper:[57,79],register_tim:34,register_timer_info:105,registerop:84,registr:[99,100,106],registri:[39,57,85,111,124],regress:4,regular:[2,12,20,28,98,110],regularization_coeff:23,reiniti:62,reinstal:89,rel:[5,27,38,80,99,120],relat:[31,38,39,49,66,73,82,86,97,104,111,121,122,124],relationship:[79,85],releas:[81,110,120,121,122],relev:99,reli:[27,40,68,69,71,80,99,104],reliabl:[31,80],relu1:55,relu2:55,relu:[4,53,55,59,98],relwithdebinfo:104,remain:87,remaind:18,rememb:[4,97],remind:85,remot:[2,30,34,41,78,97,98,110,116,118],remoteparameterupdat:[34,37,116],remov:[9,18,28,41,48,50,68,97,116,120,121],ren:16,renam:[28,48,49,92],reorder:62,reorder_primit:62,reorgan:4,repeat:[18,29,54,74,75,83,84,88,104],repeatedli:[54,59],replac:[30,35,57,71,79],repli:97,replic:41,replicaset:39,repo:[30,97,102,122],report:[35,49,50,73,105],reportdataset:35,repositori:[4,102,120],reprenset:18,repres:[4,5,18,19,28,29,35,40,41,43,44,50,55,63,66,68,71,76,78,80,83,85,87,88,95,98,110],represent:[4,18,36,41,51,53,54,59,66,68,83],reproduc:96,request:[30,31,34,38,40,78,81,97,110,111,124],requir:[3,4,20,26,28,31,36,38,39,41,43,44,48,49,55,59,61,67,71,73,74,75,78,80,83,84,88,92,96,97,98,99,102,107,110,111,120,122,124],requisit:59,rerun:99,research:[10,41,50],reserv:[18,48],reserveoutput:98,reset:[4,14,18,31,45],reset_program:[14,45],resetingrad:61,resetinvalu:61,resetoutgrad:61,resetoutvalu:61,resetxxx:61,reshap:[27,77,101],reshape_s:4,resid:[18,96],resiz:[11,34,85,99,101],resize_s:11,resize_short:11,resolv:[30,97,111],resourc:[41,46,70,73,85,100,110],respect:[18,27,44,49,53,67,95,98,116],respons:[4,34,41,45,53,70,71,72,80,110,111],rest:[18,29,39,47,51,86,124],restart:[31,36,110,111,124],restartpolici:[110,111],restor:[27,71],restrict:[80,82,104,116],result:[1,3,4,17,18,22,25,27,28,35,45,53,54,55,59,63,68,69,70,72,99,101,104,105,106,110,116],result_fil:3,resum:38,retain:101,retran:110,retriev:[29,68,82,96,98,104,111],retriv:107,return_op_list:20,return_seq:5,reuqest:81,reus:[29,38,68,77,78,98,99],rev:96,revamp:41,reveal:[26,104],revers:[4,5,18,28,95],review:[10,40,111],reviews_electronics_5:111,rewrit:[30,99],rgb:[4,11],rho:6,rid:50,right:[4,27,28,29,30,39,45,59,78,80,97,100],ring:70,risk:28,rkt:[39,96],rmsprop:71,rmspropoptim:71,rnn:[4,5,29,50,53,68,76,78,82,103,115],rnn_bias_attr:95,rnn_layer_attr:95,rnn_out:95,rnn_output:87,rnn_step:4,rnn_use_batch:[60,115,116],rnnalgorithm:68,rnnlm:10,rnnstep:87,roadmap:87,robust:[4,16],rocmplac:66,roi:4,role:[10,26,35,36,41,70,109,110],rollback:76,root:[6,7,28,70,110,111,121],rot:4,round:[49,70],routin:[49,61,70],row:[3,4,9,18,34,98],row_id:4,rows_:83,rpc:35,rpcserver:35,rpi:122,rpi_arm_neon:122,rpi_toolchain:122,rsize:110,rtk:124,rtype:9,rule:[3,18,28,41,44,50,54,98,110],run:[26,27,28,29,30,31,39,40,41,42,43,45,49,50,51,52,53,54,55,59,62,66,67,69,70,71,73,74,75,76,78,81,82,83,85,86,91,92,93,96,97,98,100,101,102,104,105,107,108,109,110,112,113,114,116,120,121,122,124],run_test:89,runinitfunct:105,runnabl:43,running_on_cloud:39,runserv:102,runtim:[22,29,40,41,57,67,78,88,90,100,108,120],runtime_table_:29,s_block:28,s_recurrent_group:95,safe:39,sai:[4,51,54,56,59,77,96,116,118],said:50,sake:98,same:[3,4,5,16,18,25,26,27,35,36,38,40,41,52,53,55,58,59,67,68,70,76,78,79,82,86,87,89,95,99,100,101,108,109,110,118],samping_id:4,sampl:[3,9,10,18,45,53,76,84,90,107,108,116,118],sample_id:3,sample_num:3,sampler:53,satifi:[3,59],satisfi:[30,62,83,92,110],save:[4,9,25,31,33,35,36,39,40,41,54,55,59,63,71,83,88,96,107,110,111,116,118],save_dir:[111,116,118],save_only_on:[115,116],save_parameter_to_tar:25,save_persist:109,saving_period:[115,116],saving_period_by_batch:[115,116,118],scalabl:78,scalar:[4,18,28,29,56,87],scale:[1,16,41,43,71,79,84,99,107],scaleop:99,scaleopmak:[78,99],scalingproject:4,scan:[28,35,59,78],scatter:[4,28,70],scenario:[68,115],scene:115,schdule:110,schedul:[35,39,43,110],scheduler_factor:2,scheme:[3,6,34,80,99],scienc:59,scope:[27,40,42,46,51,86,106],score:[3,4,18,19,68],scp:112,script:[10,70,89,96,99,107,108,110,112,120],sdk:121,search:[4,31,82,89,95,116],second:[4,18,26,40,48,50,53,55,67,68,74,75,77,82,84,99,108],secret:110,section:[28,43,50,76,95,97,98,104,110],see:[4,5,18,26,28,31,40,43,49,50,76,97,99,101,104,105,109,110],seed:[16,18,105,116],seem:[30,49,50,92],seen:[19,80,99],segment:[3,18,67,87,101],sel_fc:4,selcet:4,select:[4,18,68,110],selected_generation_scor:68,selected_id:[4,68],selected_indic:4,selected_row:[83,88],selected_rows_desc:[83,88],selected_scor:68,selectedrow:[57,88],selectiv:4,selector:111,self:[27,44,45,53,55,59,60,61,63,69,76,87,98,99],self_addr:40,selfnorm:4,semant:[10,26,68,81],semat:26,send:[31,36,40,41,43,58,70,78,84,97,107,109,110,116],send_back_parameter_typ:34,sendbackparameterspars:34,sendbackparametertyp:34,sendparameterrequest:34,sendparameterrespons:34,sens:[71,80,97,104],sensit:4,sent:[26,36,40,41,78,84,88,111],sentenc:[4,10,50,67,68,87,95],sentence_input:87,separ:[3,18,22,36,41,52,71,79,80,107,109,116],seper:87,seq:[4,10],seq_len:87,seq_pool:4,seq_silc:4,seq_text_print:3,seq_typ:9,seqtext_evalu:3,seqtoseq:4,seqtoseq_net:4,sequenc:[1,3,4,5,7,9,10,18,19,28,29,40,46,50,54,60,69,74,87,97,98],sequence_group:4,sequence_nest_group:4,sequencesoftmaxop:18,sequencestartposit:4,sequencetextprint:3,sequencetyp:4,sequenti:[4,29,40,95],seri:[5,92],serial:[25,29,35,63,72,78],serializ:[78,88],serv:[41,49,78,87,90,105,107,110],server:[26,30,34,37,38,41,51,70,78,89,98,108,115,124],server_endpoint:109,serverless:31,servic:[104,107,124],sess:[53,55,69],session:[55,69,75,105],set:[2,3,4,5,9,10,11,18,19,22,25,26,28,31,39,53,57,59,62,66,67,68,73,75,76,78,79,82,85,87,89,95,96,97,98,99,101,102,103,104,105,107,108,109,110,111,115,116,118,121,122],set_active_typ:98,set_attr:44,set_default_parameter_nam:2,set_drop_r:98,set_float_el:27,set_input:[4,44],set_output:44,set_siz:98,set_typ:[44,98],setdatatyp:83,setdefault:99,setp:110,setq:96,settup:98,setup:[41,71,81,98,99,124],sever:[3,4,27,34,41,43,53,67,68,70,72,73,76,83,85,87,89,107,108,110,118],sexstant:124,sgd:[20,25,26,31,39,43,71,72,83,106,107,109],sgd_optim:[106,109],sgdasync_count:115,shall:[28,30],shaoq:16,shape:[3,4,9,14,18,19,25,27,28,29,41,53,56,66,67,74,76,78,83,85,99,101,106,109],shard:[31,32,33,34,35,36,38,41,43,107,110],share:[4,18,30,53,65,72,76,78,80,85,87,96,99,105,116],shared_bia:5,shared_bias:4,shared_librari:30,shared_ptr:[62,64,65,82,85,101],shell:[90,110],shift:[4,18],shorten:4,shorter:11,should:[2,3,4,9,11,14,16,18,20,22,23,25,26,27,28,29,36,39,41,44,45,49,51,52,53,57,58,62,66,67,68,69,71,72,73,74,77,78,79,80,83,84,86,87,88,93,95,99,100,102,108,110,120],should_be_fals:26,should_be_tru:26,show:[3,6,28,29,31,48,50,56,59,63,67,70,71,74,87,92,96,101,107,110,111,116],show_check_sparse_distribution_log:[115,116],show_layer_stat:[115,116],show_parameter_stats_period:[111,115,116,118],shown:[4,26,41,45,70,73,95,98,101,105,110],shrink:98,shrink_rnn_memori:18,shrunk:44,shuffl:[9,41,109],sid:110,side:[4,25,41,45,59,72,101,107],sig:110,sigint:108,sigmod:84,sigmod_op:84,sigmod_output:84,sigmoid:[4,19,29,84,87,98],sigmoidactiv:5,sign:[47,63,110],signal:108,signatur:110,signific:105,similar:[4,18,29,40,41,43,46,50,68,71,73,77,78,80,85,86,87,99,104,110,124],similarli:[4,9,50,59,99],simpl:[1,3,4,5,9,10,18,20,25,40,43,49,51,54,55,59,67,71,74,80,82,84,87,105,109,116],simple_attent:95,simple_gru:95,simple_lstm:4,simple_rnn:[4,95],simple_transform:11,simpler:72,simplest:110,simpli:[4,11,26,36,41,90,93,95,105],simplifi:[26,68,76,84,98,111],simul:[50,121],simultan:110,sinc:[4,5,31,35,37,38,41,42,50,57,59,62,66,71,76,77,79,80,87,101,105,109,110,121,124],sincer:97,singl:[3,5,9,18,28,31,41,43,45,49,58,70,78,82,89,93,98,104,107,111],singleton:[40,42],sinlg:25,sit:41,site:[30,104,110],situat:[28,75,86],size:[3,4,5,9,10,11,18,19,25,31,33,34,36,41,49,53,59,63,68,71,76,77,83,84,85,87,90,93,95,98,99,101,106,109,116,120,121,122],size_a:4,size_b:4,size_in_byt:62,size_t:[34,85,87,98],sizeof:29,skip:[28,77,97,108,110],slice:[18,40],sliceproject:4,slide:[4,6,10,31],slight:50,slightli:53,slope:[4,18],slopeinterceptlay:4,slow:105,slowli:[96,104],small:[4,10,18,27,40,51,53,61,68,97,98,116],small_messag:[115,116],smaller:[18,27,31,49,68,97],smart:82,smooth:4,snap:111,snapdragon:49,snapshot:[32,38,110],snippet:[52,69,95,98,105,110],sock:39,sock_recv_buf_s:[115,116],sock_send_buf_s:[115,116],socket:116,soft:18,soft_label:18,softmax:[4,5,18,26,29,41,43,50,55,56,68,74,95,98],softmax_param_attr:5,softmax_selfnorm_alpha:4,softmaxoutput:55,softrelu:18,softwar:[49,73,105,124],solid:53,solut:[70,124],solv:[26,28,59,78],some:[2,4,9,11,25,26,28,29,30,34,35,36,38,39,41,43,44,49,51,52,53,54,58,59,62,66,67,68,69,74,75,76,77,78,79,82,85,86,87,97,98,99,100,101,105,107,110,115,116,118,120,121,122,124],some_c_api_funct:65,some_inst:65,some_op:[57,67,87],some_python_class:64,somecppclass:64,somedata:25,somegotyp:64,someth:[28,34,76,96,97,104],sometim:[4,73,77,96,105],somewhat:36,somewher:82,soon:31,sophist:98,sort:[4,10,18,87,104,110,116],sort_by_length:87,sourc:[4,10,27,30,48,50,53,61,63,65,68,77,78,95,96,104,107,110,111,121],source_dict_dim:[68,95],source_dict_s:68,source_language_word:[68,95],space:[3,4,43,49,76,80,95,96,105],space_seperated_tokens_from_dictionary_according_to_seq:3,space_seperated_tokens_from_dictionary_according_to_sub_seq:3,span:73,spars:[2,4,6,9,18,34,98,101,107,110,116],sparse_binary_vector:9,sparse_binary_vector_sequ:9,sparse_float_vector:9,sparse_float_vector_sequ:9,sparse_non_value_slot:9,sparse_remot:34,sparse_upd:[2,34],sparse_value_slot:9,sparseparam:98,sparseprefetchrowcpumatrix:98,spatial:4,spatial_scal:4,speak:95,spec:[110,111],specfii:116,special:[4,18,28,36,41,49,51,57,66,68,69,99],specialvartypeinfer:57,specif:[18,19,25,28,30,31,41,44,48,51,68,78,82,85,96,99,109,118,120],specifi:[3,4,14,18,26,27,34,35,36,39,40,41,42,44,45,46,48,53,63,73,76,82,84,87,90,95,96,97,98,101,102,104,110,116,120,121],speech:4,speed:[4,5,49,63,70,71,89,124],speedup:73,sphinx:[64,102],split:[4,9,19,38,40,42,50,56,68,78,87,107,110,118],split_count:[107,110],spread:28,sqrt:16,sqrt_x:18,squar:[4,6,7,55],square_error_cost:[106,109],srand:116,src:[30,62,107],src_backward:95,src_embed:[68,95],src_forward:95,src_primitive_desc:62,src_word_id:[68,95],src_word_vec:68,sreializ:88,srl:10,ssd:4,ssh:[110,111,112,122],ssh_server:108,sstabl:26,stabil:[4,27,59,99],stabl:[81,110],stack:[18,46,78,87,110],stackexchang:4,stage:[30,37,42,53,59,62,88,108,120],stale:31,stamp:105,standalon:120,standard:[2,9,16,18,50,78,80,92,96,104],stanford:[10,27,111],star:30,start:[4,5,18,25,28,30,31,34,35,36,38,39,41,42,68,70,72,73,89,90,92,95,96,104,105,108,112,116,119],start_mpi_train:112,start_op_idx:28,start_pass:[115,116],start_po:4,start_pserv:116,startup:[18,31,39,50,110],startup_program:[14,18,20],stat:[105,116],state:[4,5,14,18,20,29,31,45,46,67,68,73,82,87,95,100,111,116],state_act:[4,5],statem:59,statement:[50,54,59,98,110],static_cast:[62,101],staticinput:[4,95],statist:[4,14,16,45,73,116],statset:105,statu:[39,68,105,110,111],status:111,std:[25,30,34,55,57,58,62,64,65,73,75,78,79,82,84,85,98,99,101,116],stdbuf:107,stderr:108,stdout:[9,108],step1:18,step:[4,5,7,18,20,27,29,31,36,41,43,45,50,53,54,60,68,71,72,76,78,84,87,89,90,95,97,98,104,105,107,110,111,112,120,122,124],step_gradi:28,step_id:87,step_input:87,step_net:29,step_output:87,step_scop:78,stepnet:[29,67,78,82],still:[28,35,38,41,50,59,79,92,101],stirng:76,stmt1482205552000:110,stmt1482205746000:110,stochast:[6,31,35,38,71,107],stop:[4,76,96,108,111,116],stop_gradi:[18,76],storag:[47,49,107,110,111],store:[3,4,10,18,25,27,29,30,34,46,55,57,63,66,68,72,74,76,78,79,80,82,87,98,99,101,102,107,110,111,112,116,121,122],str:[11,14,18,25,28,39,87,118],straight:[74,77,83],straightforward:62,strategi:[7,31,76,116],stream:[9,41,62,73,85,100],stream_:85,streamid:22,street:4,strict:[77,107],stride:[4,5,18,62,66],stride_h:18,stride_i:4,stride_w:18,stride_x:4,string:[3,4,9,11,18,22,25,28,29,35,48,55,58,63,73,74,75,76,78,79,82,83,84,88,98,99,110,116],strip:104,strongli:107,struct:[35,36,47,49,57,58,65,66,73,79,84,86,100],structur:[28,29,35,50,53,63,68,74,76,78,83,108,110],sts:110,stuff:97,style:[4,78,84,89],sub:[3,4,9,18,26,28,38,40,43,53,59,67,70,72,76,95,98,120],sub_block:28,sub_nest_seq:4,sub_sequ:4,subclass:[20,76],subcommand:48,subgradi:6,subgraph:[43,53],submiss:41,submit:[62,78,102,107,110,115,116],subnet0:110,subnet:[26,110],subobjectpath:111,subscript:18,subsequ:[4,70],subsequenceinput:4,subset:[18,98],succ:59,succeed:[35,111],success:[4,36,110,111],successfulcr:111,successfulli:99,successor:116,sucess:59,sucessor:59,sudo:[96,110],suffer:27,suffici:116,suffix:[14,39,92,107],suggest:[4,30,97,105],suit:124,suitabl:[83,116],sum:[4,6,19,28,29,32,42,57,76,95,98],sum_op:28,sum_x:18,sume:18,summar:[53,73],summari:73,summat:18,sumopgradmak:79,sun:16,supercomput:59,suppli:[18,83],support:[2,3,4,6,7,9,11,18,19,27,29,31,38,39,40,41,43,50,52,53,59,62,63,66,68,71,72,73,75,77,78,79,80,83,86,89,90,92,93,95,96,98,99,101,102,105,107,110,116,120,121,122,124],support_inplac:59,suppos:[5,18,19,30,40,52,83,98],suppress:[4,48],sure:[18,89,96,98,104,109,110],surpass:[4,16],sutibal:85,svs:84,swagger:47,swig:[37,64,65,89,120,121],switchop:29,sychron:70,symbol:[4,29,55,65,92],symbols_ready_:29,symbolt:[29,78],symlink:97,sync:[31,71,80,116],sync_with_cpp:104,syncflag:98,synchron:[31,35,62,70,73,107,110,116],syntax:[40,46,50,68,77],sysroot:120,system:[29,30,31,36,38,41,43,47,52,53,59,61,89,90,92,99,102,104,107,111,120],t_max:18,t_min:18,tab:92,tabl:[3,4,18,29,40,50,57,63,83,88,121],tablelookup:83,tablelookupgrad:83,tablelookupop:83,tableproject:4,tag:[3,10,81,90,95,107],tagtyp:3,tail:68,take:[3,4,5,9,18,25,26,28,29,30,31,38,40,41,44,46,49,51,53,54,56,57,59,62,66,71,74,75,76,77,78,79,85,86,87,89,95,96,97,98,99,100,104,105,107,109,110,111],taken:[4,44,55,59,66,87],talk:[36,51,122],tangl:104,tanh:[4,5,53,68,95,98],tanhactiv:5,tanhshrink:18,tar:[11,25,110],tarbal:110,target:[4,10,18,20,25,28,29,30,44,46,53,55,69,75,78,89,95,99,120,121,122],target_block:[28,44],target_dict_dim:95,target_dict_s:68,target_dictionary_dim:4,target_language_embed:4,target_language_word:95,target_link_librari:30,target_word:68,targetinlink:4,task:[3,4,41,63,68,73,84,95,109,118],task_queu:35,taskentri:35,taskqueu:35,tbd:[37,62],tcp:[110,116],tear:105,tech:109,technic:[28,31],techniqu:[59,95,98,104],technolog:[50,96],tee:111,tell:[31,35,36,68,84,90,105,120],templat:[52,62,84,85,99,100,101,111,124],tempor:[4,18],temporari:[14,28,39,46,59,71,76],tempori:59,ten:96,tensor:[18,19,27,30,40,42,43,49,50,51,53,55,57,58,62,63,66,67,68,83,87,88,99,106],tensor_arrai:40,tensor_array_read:87,tensor_array_s:87,tensor_array_stack:87,tensor_array_unstack:87,tensor_array_writ:87,tensor_data:63,tensor_in:86,tensor_s:27,tensor_test:30,tensor_to_check:27,tensorarrai:42,tensorarraydesc:87,tensordesc:[63,83],tensorflow:[29,40,41,43,50,53,56,80,87,101],term:[4,5,18,31,79,80],termin:111,terminolog:59,tessorarrai:87,test100:10,test10:10,test1:33,test:[4,9,10,11,25,26,27,30,55,65,71,77,81,93,96,101,105,106,107,112,115],test_:99,test_all_data_in_one_period:111,test_check_grad_ingore_i:99,test_check_grad_ingore_x:99,test_check_grad_norm:99,test_check_output:99,test_data_dir:107,test_fcgrad:98,test_gpuprofil:105,test_layergrad:98,test_mkldnn:61,test_mklpack:60,test_mul_op:[89,99],test_norm:99,test_pass:[115,116,118],test_period:[115,116,118],test_recurrent_op:97,test_wait:[115,116],testa:26,testb:26,testbilinearfwdbwd:105,testcas:99,testconfig:98,testfcgrad:98,testfclay:98,testlayergrad:98,testmodel_list:115,testmulop:99,testq:26,testresult:25,testsave_dir:115,testutil:98,text1:48,text:[3,5,9,18,26,63,67,73,110],text_fil:9,tflop:105,tftp:124,tgz:[10,92],than:[2,3,4,5,18,28,31,39,40,44,50,51,52,53,76,78,80,87,89,95,96,98,107,109,110,120,124],the_step:50,theano:50,thehalf:18,thei:[4,14,16,18,23,26,28,30,31,36,38,40,43,44,48,50,53,54,58,59,68,69,73,76,78,84,87,88,95,96,97,98,99,101,105,107,109,110,115],them:[3,4,5,11,18,26,27,28,30,31,34,39,43,44,50,51,52,57,58,59,68,76,77,78,79,82,83,84,86,87,88,96,97,99,102,105,109,110,115,116],themselv:[28,30],theori:[50,105],therefor:[28,59,71],therein:[4,29],theta:53,theta_d:53,theta_g:53,thi:[2,3,4,5,6,9,10,11,14,16,17,18,19,20,22,23,25,26,27,28,29,30,31,34,35,36,37,38,39,40,41,42,43,44,45,46,49,50,51,52,53,54,55,58,59,62,66,67,68,69,70,71,72,73,74,76,77,78,79,80,83,84,85,86,87,90,92,93,95,96,97,98,99,100,101,102,104,105,106,107,109,110,111,116,118,120,121,122,124],thin:57,thing:[41,53,78,85,105],think:[26,30,109],third:[4,31,55,99,104,105,120,121,122],third_parti:[4,61,120,121,122],thirt:96,those:[4,29,30,31,52,54,55,56,74,120],though:[87,124],thought:[30,105],thread:[40,42,73,98,104,105,116,118],thread_count:42,thread_id:73,thread_id_:73,thread_local_rand_use_global_se:[115,116],thread_pool:42,threadblocks:22,threadid:118,threadloc:105,threadpool:40,three:[3,4,18,27,28,31,45,49,50,51,54,62,68,69,72,73,74,77,85,116,120],threshold:[2,3,4,18,31,35,44,97,116],thresholdedrelu:18,through:[4,19,28,30,31,35,37,45,59,69,71,95,98,99,102,105,106,107,121],throughout:46,throughput:[105,107],thrust:78,thu:[4,18,38,45,55,59,98,110],tier:111,time:[4,5,7,9,18,25,26,27,30,31,35,38,41,43,44,50,52,57,59,60,66,67,68,70,73,76,77,78,79,83,84,87,88,89,95,96,101,104,105,111,116,118,124],timelin:[4,73,78,105],timeo:110,timeout:[31,35],timeout_sec:9,timestamp:[4,32],timestep:[4,82],tip:[120,121],titan:59,titl:10,tls:47,tmp:76,to_chw:11,to_no_sequ:4,to_sequ:4,to_tar:25,todo:[3,9,10,29,31,35,38,68,84],toend:4,togeth:[4,5,9,25,28,87,95,109],token:[3,4,18,26,95],toler:[25,27,89,99],too:[10,27,40,44,62,86,87],took:124,tool:[73,89,92,95,96,104,109,110,120,122],toolchain:[104,120,121],top:[3,18,25,67,68,99],top_k:[3,18,68],top_level_rnn:67,topic:62,topk_generated_scor:68,topk_id:68,topk_indic:18,topk_out:18,topk_scor:68,toplevel:96,topolog:[26,31,41,55,59,63,72],topoloi:55,topolopi:25,torch:[29,50],toronto:10,total:[18,25,31,43,45,70,73,77,104,105,107,111,124],total_pass:77,tottim:104,toward:50,trace:[29,51,53],track:[31,35,55,76],tractabl:4,tradit:[4,29,49],traffic:41,trail:9,train100:10,train10:10,train:[0,2,3,4,9,10,11,16,28,29,33,35,36,38,40,44,45,46,50,51,53,54,59,60,63,70,71,72,73,74,75,76,78,80,83,85,88,95,98,103,105,113,114,115,121],train_config_dir:110,train_data:107,train_data_dir:107,train_id:110,train_list:107,train_loop:50,train_read:[41,109],trainabl:[4,63,76],traindot_period:115,trainer:[26,32,33,34,35,37,41,43,51,60,61,71,72,78,98,108,109,116,118],trainer_config:[110,111],trainer_config_help:98,trainer_count:[93,107,110,111,115,116,118],trainer_cpu:39,trainer_cr:39,trainer_gpu:39,trainer_id:[107,110,116],trainer_intern:34,trainer_mem:39,trainer_packag:39,trainer_prog:41,trainerid:38,training_rol:109,trainingjob:41,trainingtest_period:115,trainonebatch:34,tran:[62,98,116],trans_var:86,transact:[31,35],transfer:[59,73],transform:[4,5,11,18,78,95,98,101],transform_param_attr:5,transformed_st:5,translat:[4,5,59],translation_id:68,translation_scor:68,transpar:[68,108],transpil:[40,109],transport:116,transpos:[4,11,98],transpose_i:18,transpose_x:18,transposedfullmatrixproject:4,travers:[28,54,59],travi:97,treat:[4,18,29,36,59],treatment:[36,49],tree:[4,29,40,46,50,76,106,116,122],trg_dic_siz:68,trg_embed:[68,95],trick:68,tricki:64,trigger:[38,72],trim:4,trivial:[68,87],true_block:[29,56,74],true_imag:77,true_label:77,true_neg:45,true_posit:45,true_read:77,truth:[3,4,18],tune:[2,103,104],tuninglog_barrier_abstract:115,tupl:[4,5,9,10,11,14,18,19,25,28,76,77],ture:4,turn:[4,18,76,77,90],tutori:[89,90,95,98,99,104,105,110,112,113,114,121],twice:[43,53,109],twine:81,two:[3,4,5,18,19,26,28,36,37,38,39,40,41,45,48,49,50,51,53,54,57,59,63,66,68,71,73,74,77,78,79,80,82,83,84,86,87,88,89,95,99,101,105,108,110,118,120,122],txt:[30,39,48,60,61,98,102,107,110,112],type:[3,4,5,7,9,10,11,14,18,19,20,25,26,28,29,31,34,35,38,39,41,47,48,49,51,57,58,62,63,64,65,67,68,74,75,76,77,78,79,80,83,84,85,86,88,93,95,96,98,100,101,107,110,111,116,118,121],type_nam:84,typedef:[36,49,64,65,66,85,100],typeerror:44,typeid:84,typenam:[52,84,85,99,100,101],typic:[3,41,105,121],ubuntu:[81,92,93,104],ubyt:77,uci:10,uci_h:[93,109],ufldl:[4,18],uid:111,uint16_t:49,uint32:[47,63],uint32_t:73,uint64:[63,64],uint64_t:64,unawar:36,unbalanc:116,unbound:[59,95],unclear:38,uncreat:28,under:[30,35,43,70,86,89,90,101,102,107,108,110],underli:[18,68],understand:[16,50,76,104,105,124],understand_senti:95,undeterminist:105,unidirect:4,unifi:[46,55,83,97],uniform:[2,4,9,16,33,53,76,77,116],uniform_random:76,uniniti:28,uninstal:89,uniqu:[26,29,31,38,39,62,66,76,82,99,107,109,110,116],unique_nam:76,unique_name_gener:76,unique_ptr:[79,82,85,98],unit:[4,5,18,19,30,71,73,80,85,89,95,96,101],unittest:[65,97,99],unittestcheckgrad_ep:115,unk:[83,88],unknown:[4,18],unless:18,unlik:[4,18,68,99],unnecessari:[28,97],unordered_map:82,unpack:87,unrol:67,unseen:80,unseg:4,unsign:[36,49],unstack:87,unstack_from:87,unsupervis:53,unsupport:99,until:[31,36,42,43,50,59,82,109,110],unzip:120,updat:[2,4,6,18,20,28,31,35,36,41,47,49,53,67,68,69,70,71,72,82,87,92,98,104,107,116,118],update_equ:25,update_hook:2,update_memori:29,update_op:69,updatecallback:98,updatestack:110,upgrad:[70,89,92],upload:[31,39,47,81,107],upon:31,upper:4,upstream:97,uri:110,url:[9,10,97],usag:[3,4,5,11,25,49,56,59,72,76,99,105,107,121],use:[2,3,4,5,7,9,10,11,16,18,20,23,25,26,27,29,30,31,37,41,42,43,46,49,53,55,57,58,59,62,66,68,69,70,72,73,76,82,83,84,86,87,88,89,90,92,93,95,96,97,98,99,100,102,104,105,107,110,111,116,118,120,121,122],use_cpu:58,use_cudnn:[18,19,58],use_eigen_bla:120,use_eigen_for_bla:[120,121],use_etcd:25,use_global_stat:4,use_gpu:[93,107,111,115,116,118],use_mkl_pack:60,use_mkldnn:[4,58,61],use_nesterov:20,use_old_updat:[34,115,116],use_peephol:18,use_sparse_remote_updat:34,used:[3,4,5,6,7,9,10,11,16,18,22,25,26,27,29,30,31,37,38,41,44,46,49,50,53,55,59,67,68,71,72,73,76,77,78,80,82,84,85,86,87,89,92,95,96,98,99,101,104,105,110,115,116,118,120,121,122],useful:[4,5,27,49,59,76,82,86,95,98,118,120],usegpu:98,user:[2,4,5,9,10,11,14,16,18,20,22,23,25,26,27,28,29,30,33,35,38,39,40,41,42,43,44,45,46,48,52,53,54,55,57,58,62,66,68,69,70,71,73,76,77,78,79,80,82,84,85,86,87,90,97,100,102,104,107,110,115,116,120,124],user_info:10,user_nam:33,usercert:33,userinfo:10,userkei:33,usernam:33,uses:[4,31,38,40,41,49,59,66,67,68,72,73,85,86,89,92,95,96,97,98,101,102,107,110,116,120],using:[2,4,5,9,18,25,26,28,29,30,31,35,36,38,39,41,46,48,49,50,52,53,55,57,59,67,69,71,74,76,77,79,80,82,84,85,89,90,91,92,93,95,97,98,99,100,101,102,105,107,110,111,112,116,118,120,122],usr:[89,90,107,110,116],usual:[4,18,25,28,39,59,66,73,74,80,85,97,99,104,105,110,116,118],util:[41,60,61,70,95,98,99,100,105,124],uuid:[32,38],v7a:120,v8a:120,val:28,valid:[4,11,18,77,78,82,99,110,121],valu:[2,3,4,7,9,10,11,16,18,19,22,25,27,28,29,31,40,44,45,55,56,59,61,63,67,68,69,71,72,74,78,82,83,84,87,88,95,98,99,100,109,110,116,118,120,121],value1:116,value2:116,value_:83,value_evalu:3,value_rang:9,valueerror:[18,55],values_:87,vanilla:95,var_nam:[28,86],var_recurs:44,varabl:43,vardesc:[29,54,74,76,78,83],vardescbuild:29,vari:[105,110],variabl:[6,9,10,14,16,17,18,19,20,26,27,29,40,41,43,44,45,46,51,53,54,55,56,57,66,67,68,69,71,74,75,79,80,83,84,86,87,98,99,100,104,106,107,110,111,120,121],variablenamemap:99,varialbl:53,varianc:4,variant:[4,57,66,85,87,100],varibal:28,varibl:55,varienc:87,varient:87,variou:[29,49,59,80,120],varproto:84,vars_:[29,82],vartyp:[18,83,88],vartypeinfer:57,vec1:4,vec2:4,veclib:121,vecter:18,vector:[4,5,9,10,18,26,29,34,36,55,56,62,67,68,73,76,78,79,83,87,95,98,101],vectorenable_parallel_vector:115,veloc:20,vendor:30,verb:10,verbos:[48,97],veri:[4,7,30,35,40,43,46,50,52,53,59,62,68,72,77,80,82,85,87,95,104,105,108],verifi:[29,98,121],version:[4,5,28,30,39,41,44,48,51,53,55,56,63,68,81,89,90,93,96,98,104,105,107,109,110,111,115,116,120,121,122],versu:26,vertic:4,vgg:[5,19],via:[18,28,31,66,91,97,105,109,110,121,124],view:[4,63,66],vim:90,viriabl:107,virtual:[44,57,58,79,85,96,100],virtualenv:96,visibl:[38,82],visit:[25,28],visual:[4,68,105],vlog:[34,97],voila:93,volum:[102,111],volumemount:[110,111],volumn:110,vutbr:10,w_f:18,wai:[3,5,18,26,28,36,38,46,50,58,59,68,71,76,77,80,87,95,96,97,98,118],wait:[31,36,42,100,107,109,116],walk:121,wangkuiyi:30,want:[4,26,39,40,45,53,58,66,71,73,75,77,80,82,85,86,87,89,90,96,97,98,102,104,107,116,118,120,122],warn:[25,48],warp:[4,105],warpctc:4,wast:70,watch:31,wbia:110,web:[102,104],websit:102,weight:[3,4,5,6,16,18,19,23,60,63,80,95,98,116,118],weight_act:5,weightlist:98,weights_:98,weights_primitive_desc:62,weights_t:98,welcom:30,well:[18,28,39,41,50,52,53,80,83,98,109,110,116],were:[3,30,50],west:110,wget:120,wgt:62,what:[2,4,30,50,53,68,76,84,86,99,104,124],whatev:[96,107],wheel:92,when:[2,3,4,6,9,14,18,25,27,28,29,30,31,34,35,36,39,40,41,43,44,45,46,48,49,50,51,55,68,70,71,72,73,74,76,78,85,87,89,91,95,96,97,98,99,101,102,104,105,107,110,111,116,118,120,121,124],whenev:[76,97],where:[4,5,6,16,18,19,26,28,29,31,38,40,41,50,51,54,66,67,68,71,74,78,80,85,87,95,98,99,104,105,106,116,118],wherea:[18,29,35,52,56,85,88],whether:[3,4,11,17,18,25,27,28,29,46,73,77,83,87,89,90,98,99,116,121],which:[2,3,4,5,9,10,11,18,19,25,26,27,28,29,30,31,33,35,36,38,39,40,41,42,44,46,49,50,51,52,53,55,57,59,62,63,66,67,68,69,70,72,74,75,76,77,78,79,82,83,84,86,87,88,89,92,95,96,97,98,99,100,101,104,105,107,108,109,110,116,118,120,121,124],while_grad:59,while_loop:[68,87],while_op:28,whileloop:87,whileop:29,whl:89,who:[28,52,54,70,76,97,109],whoever:36,whole:[3,9,28,53,56,59,64,65,67,70,75,84,97,107,110,111,124],whose:[4,9,18,27,28,31,38,44,67,78,79,84,87,95],why:[5,27,65,96],wide:[30,44,53,92,108,112],width:[3,4,9,11,18,34,64,77,98,99],wiki:[4,30],wikipedia:[4,10],window:[4,7,10,71,90,96,120],wirt:55,wise:[4,11,18,43,78,101],wish:[89,92,102,107,109],with_avx:[89,90,107,120,121],with_bia:84,with_c_api:[89,120,121,122],with_doc:89,with_doubl:[89,98,107],with_dso:89,with_golang:[89,120],with_gpu:[89,96,107,120,121],with_mkl:[60,61,89,120],with_mkldnn:61,with_mklml:61,with_profil:105,with_python:[89,107,120,121],with_rdma:[107,120,121],with_style_check:[89,97],with_swig_pi:[89,120,121],with_test:[89,99],with_tim:[105,107],within:[4,35,41,50,121],without:[3,4,20,28,31,36,73,76,77,78,99,104,107,112],wloop:87,wmt14:95,wmt_shrinked_data:10,won:[105,107],word2vec:[39,107],word:[3,4,10,28,43,54,57,59,67,68,78,84,87,95,100,107,118],word_dict:[107,112],word_idx:10,word_vector_dim:[4,68,95],words_freq_sort:10,work:[4,9,18,26,29,30,31,41,46,49,50,58,69,71,73,76,90,95,96,97,98,102,104,105,107,109,110,111,116,124],worker:[43,88,110],workercount:110,workflow:[78,110],workspac:[97,107,108,116],world:107,worth:106,would:[25,29,30,31,38,41,42,43,50,52,53,54,62,69,71,72,76,77,83,87,90,96,97,104,110,120,124],wouldn:[50,54],wrap:[50,52,53,70,124],wrapper:[5,30,52,70,71,79,87,105],write:[9,18,26,31,38,40,41,43,49,50,51,52,55,57,62,69,71,76,77,78,79,85,87,96,103,107,110],write_lock:32,write_to_arrai:59,writer:[26,76],written:[18,22,28,29,40,46,53,63,71,78,79,83,89,90,99,101,104,108],wrong:77,wrote:[43,55],wsize:110,www:[10,18],x64:[120,122],x86:121,x86_64:[120,121],x_first_step:18,x_last_step:18,x_neg:27,x_num_col_dim:18,x_po:27,x_reshap:18,x_t:18,x_t_data:18,xarg:[3,90,98,112],xavier:16,xavieriniti:18,xcode:121,xcodebuild:121,xeon:100,xgbe0:116,xgbe1:116,xiangyu:16,xmap_read:9,xpu:50,xrang:[27,50,53,73,77,93,98],xx_layer:58,xxx:[26,87],xxxx:32,xxxxxxxxx:110,xxxxxxxxxx:110,xxxxxxxxxxxxx:110,xxxxxxxxxxxxxxxxxxx:110,y_dim:53,y_neg:27,y_num_col_dim:18,y_po:27,y_predict:[18,93,106,109],yaml:[30,108,110,112,124],yancey1989:39,yann:10,yapf:97,year:50,yeild:25,yep:[73,104],yet:[50,124],yield:[9,26,33,77],yoshua:16,you:[2,4,5,9,19,25,27,39,41,49,82,89,90,91,92,93,95,96,97,98,99,100,102,104,105,107,108,109,110,112,116,118,120,121,122,124],your:[4,9,25,26,30,34,39,48,78,89,91,92,96,97,98,102,105,107,108,110,118,120,121,122,124],your_access_key_id:110,your_secrete_access_kei:110,your_source_root:65,yourself:89,yuang:50,yuyang18:[9,10],yuyang:104,z_dim:53,z_size:53,zero:[2,4,5,6,9,10,14,27,28,31,53,68,72,76,83,98,110,116],zhang:16,zip:[10,76,120],zone:110,zxvf:110},titles:["API","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","IO","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Backward Building","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Design Doc: Concurrent Programming with Fluid","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","Design Doc: Parameter Server","Error Clip","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","PaddlePaddle Fluid: Towards a Compiled Programming Language","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The IfElse Operator","Design Doc: InferVarType","Problem","Memory Optimization","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Add MKLDNN Kernel in Fluid Operator","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class Parameters","Introduction","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Background","Design for TensorArray","Background","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build using Docker","Contribute Code","Write New Layers","How to write a new operator","Add Kernels for a New Device","How to use Eigen in Paddle","Contribute Documentation","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Fluid Source Code Overview","Distributed Training","Cluster Training Using Fabric","Fluid Distributed Training","Distributed PaddlePaddle Training on AWS with Kubernetes","PaddlePaddle On Kubernetes","Cluster Training Using OpenMPI","<no title>","<no title>","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","PaddlePaddle Documentation","Build PaddlePaddle for Android","Build PaddlePaddle for iOS","Build PaddlePaddle for Raspberry Pi","MOBILE","Cluster bootstrapping tool survey"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":33,"\u4e0d\u4f7f\u7528":64,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":64,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":64,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":64,"\u4ec5\u4ec5\u4f7f\u7528void":64,"\u4ece\u5feb\u7167\u6062\u590d":32,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":64,"\u4f7f\u7528\u8f6c\u6362\u5e93":33,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":65,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":65,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":47,"\u5206\u652f\u89c4\u8303":81,"\u52a0\u901f\u6267\u884c":32,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":64,"\u52a8\u6001\u6269\u5bb9":32,"\u539f\u56e0":64,"\u539f\u56e0\u5217\u8868":64,"\u53c2\u8003\u6587\u6863":47,"\u53d1\u5e03docker\u955c\u50cf":81,"\u53d1\u5e03wheel\u5305\u5230pypi":81,"\u540d\u8bcd\u89e3\u91ca":47,"\u57fa\u672c\u8981\u6c42":64,"\u5b9e\u73b0":64,"\u5b9e\u73b0\u65b9\u5f0f":65,"\u5bfc\u51fac":64,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":32,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":64,"\u63a8\u6d4b\u6267\u884c":32,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":33,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":47,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":33,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":33,"\u6587\u4ef6\u9884\u5904\u7406":33,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":65,"\u672f\u8bed":32,"\u67b6\u6784\u56fe":47,"\u6846\u67b6\u751f\u6210":47,"\u6982\u5ff5\u89e3\u91ca":33,"\u6a21\u5757":47,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":32,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":65,"\u6d41\u7a0b\u4ecb\u7ecd":33,"\u751f\u6210sparse\u6587\u4ef6":47,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":47,"\u76ee\u5f55\u7ed3\u6784":65,"\u76ee\u6807":47,"\u793a\u4f8b\u7a0b\u5e8f":33,"\u7b26\u53f7":64,"\u7c7b":64,"\u7f16\u8bd1\u9009\u9879":65,"\u7f29\u5bb9":32,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":64,"\u80cc\u666f":64,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":47,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":33,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":33,"\u8f6c\u6362\u5e93":33,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":64,"\u8fdb\u884c\u8bad\u7ec3":33,"abstract":[41,42,43,70,124],"book\u4e2d\u6240\u6709\u7ae0\u8282":81,"case":[28,118],"class":[53,72,76,98],"filemanager\u8bbe\u8ba1\u6587\u6863":47,"final":58,"function":[30,52,53,76],"new":[85,98,99,100],"paddle\u52a8\u6001\u5e93\u4e2d":64,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":64,"paddlepaddle\u53d1\u884c\u89c4\u8303":81,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":81,"return":[76,77],"switch":[62,85],"tensor\u5230eigentensor\u7684\u8f6c\u6362":101,AWS:110,Abs:1,DNS:110,E2E:109,EFS:110,For:[30,111],KMS:110,Not:96,The:[29,36,40,46,50,53,54,56,57,66,69,72,78,79,122],Use:[29,74,102,107,111,118],Using:[30,36,92,108,112,120],With:39,about:53,abs:18,absolut:68,access:110,account:110,accuraci:18,action:[60,61],activ:[1,4,61],adadelta:6,adagrad:6,adagradoptim:20,adam:6,adamax:6,adamaxoptim:20,adamoptim:20,add:[59,62,100,110],address:110,addto:4,advanc:85,aggreg:4,aggregatelevel:4,alalysi:34,algorithm:[27,31,41,67,75],all:[82,87],analog:40,analysi:[41,59],android:120,api:[0,41,60,61,65,69,71,76,80,84],appendix:124,approach:105,arbitrari:50,architectur:[41,73,95],argument:[48,77,107,115,118,120,122],arrai:27,array_length:18,array_read:18,array_to_lod_tensor:18,array_writ:18,asset:110,assign:18,associ:[82,110],assumpt:124,async:116,attent:95,attribut:[2,59,80],auc:3,auto:27,averag:71,avg:7,aws:110,backgraound:27,background:[43,60,85,86,87,88,99,100],backward:[28,50,54,78,99],base:[39,68],basepool:7,basic:[59,85,124],batch:77,batch_norm:[4,18],batch_siz:77,beam:68,beam_search:4,beam_search_decod:18,benchmark:[60,61],benefit:[43,78],between:[26,76,78,84,85],bidirectional_gru:5,bidirectional_lstm:5,bilinear_interp:4,binari:29,bind:99,bla:89,block:[29,51,53,54,74,76,78],block_expand:4,blockdesc:74,book:90,bool:89,bootstrap:124,bottleneck:104,brelu:[1,18],bring:124,bucket:110,build:[28,53,78,89,91,96,102,111,120,121,122],built:105,can:82,capi:65,capi_priv:65,cast:18,ceil:18,challeng:[28,43,75],chang:68,check:[4,27,98,108],checker:27,checkpoint:[31,32,38],choic:58,choos:[30,110],chunk:3,cifar:10,classif:3,classification_error:3,classification_error_print:3,client:36,clip:[4,44],close:27,cloudform:110,cluster:[37,107,108,109,110,112,118,124],cmake:[30,60,61,122],code:[39,51,76,97,104,106],column_sum:3,command:[107,117,118],commit:111,common:116,commun:116,compar:124,comparis:76,compat:50,compil:[29,49,51,74,78,89,99,106,120,121,122],complet:50,compos:77,comput:[29,54,62,78,80,101],con:124,concat:[4,18],concept:[76,78,110],concern:61,conclus:[38,55,124],concurr:40,condit:53,config:118,configur:[24,95,103,110,121],conll05:10,connect:4,constantiniti:16,construct:54,contain:[90,111],content:[60,61,65,105,110],context:100,context_project:4,contribut:[97,102],control:[59,78],contruct:59,conv2d:18,conv2d_transpos:18,conv:4,conv_oper:4,conv_project:4,conv_shift:4,convert:38,core:[27,76,110],corner:28,cos_sim:[4,18],cost:4,cpu:[42,118],creat:[28,77,78,82,110,111],create_arrai:18,creation:[35,71,80],creator:77,credenti:110,crf:4,crf_decod:4,cross:[120,121,122],cross_channel_norm:4,cross_entropi:18,cross_entropy_cost:4,cross_entropy_with_selfnorm_cost:4,ctc:4,ctc_error:3,ctc_greedy_decod:18,cuda:[49,89],cudnn:89,cudnnavg:7,cudnnmax:7,current:[49,79],custom:77,data:[4,8,9,18,31,41,77,86,110,111],datafeed:[9,13],dataflow:59,dataprovid:116,dataset:[8,10,31,35,107],datatyp:[9,66],decayedadagrad:6,decayedadagradoptim:20,decod:68,decor:77,deep:[29,50],defin:[99,110],definit:88,delet:110,demo:[53,109,110],dens:38,dep:92,depend:[53,89,92],deploi:39,deriv:98,describ:[50,69],descript:[48,78,116],design:[26,27,29,31,35,36,37,38,40,41,42,43,45,46,49,50,52,53,54,57,60,61,62,63,66,67,68,69,70,72,74,76,77,78,79,82,83,85,87],destroi:[82,110],detail:[34,116],detect:[3,4],detection_map:3,detection_output:4,develop:[78,96,103],devic:[85,100,118],devicecontext:85,dictionari:77,differ:[78,85,107,118],directori:110,discrimin:53,discuss:[43,53],dispatch:[31,35],distribut:[26,31,34,39,41,43,107,109,110,116],dnn:61,doc:[26,29,31,35,36,37,38,40,41,42,43,46,49,50,52,54,57,60,61,62,63,66,70,72,74,76,77,78,79,83,85],docker:[39,90,96,111,120],document:[102,119],doe:77,dot_prod:4,dot_product_attent:[5,19],dotmul_oper:4,dotmul_project:4,down:110,download:[110,111],dropout:[4,18],dure:[68,77],dylib:65,dynam:[31,87],dynamic_lstm:18,dynet:55,each:92,ec2:110,edit_dist:18,eigen:101,elast:110,elect:38,elementwise_add:18,elementwise_div:18,elementwise_mul:18,elementwise_sub:18,els:29,elu:18,embed:[4,18],engin:53,enough:27,entri:77,environ:[39,120],eos:4,equat:98,error:44,evalu:[3,14,45],event:[25,26,73],evolut:50,examin:104,exampl:[26,30,40,56,65],execut:[29,42,50,74,78],executor:[15,46],exp:[1,18],expand:4,expandlevel:4,explain:27,extern:110,fabric:108,factor:4,factorization_machin:4,faq:[91,92],fault:31,file:[29,104,110,111],fill_const:18,fill_constant_batch_size_lik:18,find:110,first_seq:4,float16:49,floor:18,flow:59,fluid:[12,40,50,51,62,70,106,109],format:[29,31,63],forward:[54,99],frame:29,framework:[27,100,101],from:[26,38,84,89,91],full_matrix_project:4,fulli:4,functor:85,futur:50,gan:53,gate:95,gated_unit:4,gener:[51,53,68,95,96,104,124],get:[93,109,111],get_output:4,give:77,global:[74,76],glu:19,gotcha:96,gpu:[90,105,116,118],grad_op:28,gradient:[27,28,36,61,79,98],gradient_print:3,graident:27,graph:[54,55,59,78,80],group:[4,110],gru:[5,116],gru_group:5,gru_step:4,gru_unit:[5,18],grumemori:4,hand:105,handler:[26,64],happen:38,hard_shrink:18,hard_sigmoid:18,hardwar:49,have:109,helper:76,hierarchi:29,high:[69,71,80,84],how:[27,34,71,77,78,85,89,99,101,102,103,105],hsigmoid:4,huber_classification_cost:4,huber_regression_cost:4,iOS:121,iam:110,ident:1,identifi:104,identity_project:4,ifels:56,ifelseop:29,imag:[4,5,11,39,90,111,120],imdb:10,img_cmrnorm:4,img_conv:4,img_conv_bn_pool:5,img_conv_group:[5,19],img_pool:4,imikolov:10,implement:[27,28,30,34,42,44,45,49,63,67,70,71,76,77,78,79,80,98,99,100,101],increment:18,infer:[25,120],infershap:[74,83],infervartyp:57,ingredi:26,ingress:47,initi:[16,36,53,110,118],insid:82,inspect:110,instal:[91,92,93,109,110,120,121,122,124],instanc:110,instead:77,integr:[85,110],intel:[60,61],interact:84,interfac:[8,9,11,27,31,36,37,46,69,77,82],intermedi:78,interpol:4,introduc:[68,87,109],introduct:[73,80,107,109],is_paramet:17,isn:77,issu:49,job:[31,39,108,110,111,112],join:4,kei:[60,66,110],kernel:[62,66,78,100],kill:108,kmax_sequence_scor:4,kube:110,kubectl:110,kubernet:[39,110,111],l1decayregular:23,l2_distanc:4,l2_normal:18,l2decayregular:23,lambda_cost:4,languag:[29,51],larg:34,last_seq:4,launch:[90,108,112],layer:[4,18,26,52,60,61,76,98,118],layout:66,leaky_relu:18,learn:[29,50],learnabl:4,less_than:18,leval:84,level:[69,71,80,84],libpaddle_capi_shar:65,libpaddle_capi_whol:65,librari:[36,49,66,78,85,120],limit:41,line:[107,117],linear:1,linear_chain_crf:18,linear_comb:4,linux:[108,120],list:[32,77],live:59,local:[41,82,110,118],lod:68,lod_rank_t:18,lod_tensor_to_arrai:18,lodtensor:[67,68,87],lodtensordesc:88,log:[1,18,97],logic:35,logsigmoid:18,look:104,low:[71,80,84],lstm:[5,116],lstm_step:4,lstm_unit:18,lstmemori:4,lstmemory_group:5,lstmemory_unit:5,machin:[4,68],macro:78,main:53,make:59,manag:[30,107],map:[77,78],master:[31,35,39,40],math:[4,85],mathemat:27,matmul:18,matrix:[61,116],max:7,max_sequence_len:18,maxframe_print:3,maxid:4,maxid_print:3,maxout:4,mean:18,member:53,memori:[4,59,67,85],merge_lod_tensor:18,messag:84,method:68,might:53,migrat:78,mileston:78,mini:77,minibatch:9,misc:4,mix:[4,118],mkl:[60,61],mkldnn:62,mkldnn_helper:62,mkldnndevicecontext:62,mnist:10,mobil:123,model:[24,26,34,36,38,50,53,63,68,94,95,108,118],modifi:111,modul:[78,85,101],momentum:6,momentumoptim:20,more:53,motiv:[28,46,63,70,75],movielen:10,msrainiti:16,mul:18,multi:[42,51],multi_binary_label_cross_entropy_cost:4,multibox_loss:4,multipl:77,multiplex:4,mxnet:55,name:[82,110],nativ:51,nccl:70,nce:4,necess:76,necessari:78,need:[77,96,105],nest:67,net:19,network:[5,78,95,118],neural:95,nlp:[5,116],non:109,norm:[4,80],normaliniti:16,note:27,numer:27,numpi:27,nvprof:105,nvvp:105,object:31,offset:68,ones:18,onli:[77,82],op_mak:78,openmpi:112,oper:[52,56,59,62,66,71,74,76,78,79,83,87,99],opinfomap:78,opkernel:[78,85,99,100],opproto:84,ops:80,optim:[6,20,31,36,54,59,69,76,103],option:[48,89],opwithkernel:78,order:48,org:102,origin:78,orthogon:82,other:61,out_prod:4,outlin:115,output:[4,108,110],overview:[38,44,46,60,61,78,82,106],pack:[60,68],packag:[30,92],pad:4,paddl:[34,70,77,82,101],paddlejob:39,paddlepaddl:[26,29,50,51,60,61,71,74,80,81,89,90,92,102,106,109,110,111,119,120,121,122],pair:110,paradigm:50,parallel_nn:118,paramattr:21,paramet:[2,4,25,26,31,36,37,39,43,61,71,72,76,80,107,109,110,116,117],parameteraverageoptim:71,parent:82,part:54,partit:36,pass:[89,118],path:[38,48],penalti:80,perform:[71,104,105,116],persist:35,pfsclient:[47,48],pfsserver:47,pip:92,place:[59,66,85,100],placement:41,platform:107,pnpair:3,point:[60,110],polici:59,pool2d:18,pool:[4,7],pose:[57,79],potenti:58,pow:18,power:4,precision_recal:3,prefetch:77,prelu:4,prepar:[107,108,109,110,112,121],principl:62,print:3,privat:110,pro:124,problem:[45,57,58,59,66,69,79,86],procedur:124,process:[31,36,39,69,78,96],profil:[22,104,105],program:[29,40,42,50,51,74,76,90,107,109],programdesc:[51,74],project:30,propos:[57,79,80],protobuf:83,protomak:99,provid:77,prune:75,pserver:38,pull:90,python:[27,39,41,60,61,67,69,71,76,77,80,84,88,98,99,104],qualiti:78,queue:[31,35],quick:93,randomnumb:116,rank:3,rank_cost:4,raspberri:122,reader:[8,9,26,77],readi:109,realiz:78,reciproc:18,recoveri:31,recurr:[4,5,95],recurrent_group:4,reduce_max:18,reduce_mean:18,reduce_min:18,reduce_sum:18,ref:27,refactor:78,refer:[41,43,59,60,61,105],region:110,regist:[57,78,84,99,100],registr:[78,79],registri:78,regular:[23,36,80],rel:68,relat:[78,87],relu6:18,relu:[1,18],remark:99,remot:37,remoteexecutor:41,render:110,repeat:4,represent:[29,78],requir:[30,53],reshap:[4,18],resiz:4,result:[108,111],retri:35,reus:76,review:97,rmsprop:6,rnn:[67,87,94,95,116],rnnop:[29,67,78],roi_pool:4,rotat:4,round:18,route53:110,row:83,row_conv:4,row_l2_norm:4,run:[46,89,90,99,106,111],runtim:[39,92],sampl:4,sampling_id:4,save:38,scale:[4,18,31],scale_shift:4,scaling_project:4,scope:[29,67,78,82],script:[109,111],search:68,secur:110,select:[36,83],selectedrow:83,selective_fc:4,sentiment:10,separ:78,seq_concat:4,seq_reshap:4,seq_slic:4,seqtext_print:3,sequenc:[68,95],sequence_conv:18,sequence_conv_pool:[5,19],sequence_expand:18,sequence_first_step:18,sequence_last_step:18,sequence_pool:18,sequence_reshap:18,sequence_softmax:18,sequencesoftmax:1,server:[31,35,36,39,43,107,109,110,116],servic:110,set:117,setup:[110,120],sextant:124,sgd:116,sgdoptim:20,shape:68,share:[26,28,59,82],should:82,shrink_memori:18,shuffl:77,sigmoid:[1,18],sigmoid_cross_entropy_with_logit:18,simpl:[68,95],simple_attent:5,simple_gru2:5,simple_gru:5,simple_img_conv_pool:[5,19],simple_lstm:5,singl:77,slice:[4,109],slice_project:4,slope_intercept:4,small_vgg:5,smooth_l1_cost:4,soft_relu:18,softmax:1,softplu:18,softrelu:1,softshrink:18,softsign:[1,18],solut:[57,58,59,60,66,75,79,86],some:96,sourc:[89,91,106],spars:[36,37,38,83,118],specifi:118,split:18,split_lod_tensor:18,spp:4,sqrt:18,squar:[1,18],square_error_cost:[4,18],squarerootn:7,stack:29,standard:97,stanh:1,start:[26,93,107,110,111],startup:111,statement:45,step:[67,91],storag:80,store:31,strategi:59,style:97,sub_nested_seq:4,sub_seq:4,subcommond:48,submit:39,suffici:77,suitabl:30,sulut:62,sum:[3,7,18],sum_cost:4,sum_to_one_norm:4,summar:[26,40],summari:63,support:[49,70,85,87],survei:[49,55,80,124],swish:18,synopsi:48,system:[50,110],tabl:65,table_project:4,tanh:[1,18],tanh_shrink:18,task:[31,35],tear:110,tecton:124,templat:110,tensor:[4,78,85,101],tensorarrai:[68,87],tensordesc:88,tensorflow:55,test:[60,61,62,89,97,98,99,116,118],text_conv_pool:5,theori:27,thi:82,think:53,three:87,thresholded_relu:18,time:106,timelin:38,timer:105,tip:105,todo:[32,33,42],togeth:82,toler:31,tool:[30,102,105,107,124],toolchain:122,topic:85,topk:18,toward:51,train:[25,26,31,34,37,39,41,69,77,90,107,108,109,110,111,112,116,118],trainer:[25,31,36,38,39,107,110],tran:4,trans_full_matrix_project:4,transform:86,translat:68,transpil:[41,42,43,51,59,70],transpos:18,tune:[105,116],ture:50,two:27,type:[66,89,99],uci_h:10,uniform:87,uniforminiti:16,unit:[60,61,62,97,98,99,116],unpack:68,updat:[26,37,38,102,109,110],usag:[28,44,67,68,77,101,103],use:[34,77,101],user:31,using:96,util:3,valu:76,value_print:3,vardesc:88,variabl:[28,59,76,78,82,88],vector:116,verifi:110,version:[40,49,92],vgg_16_network:5,volum:110,vpc:110,warp_ctc:4,weightdecayregular:23,what:[34,38,96,105],when:[38,82],whl:92,why:[49,50,71,77,78,87,105],wmt14:10,worker:40,workflow:97,wrapper:98,write:[97,98,99,100,102],www:102,xavieriniti:16,yaml:111,your:[90,100,109],zero:18}}) \ No newline at end of file diff --git a/develop/doc_cn/_sources/api/v1/data_provider/dataprovider_cn.rst.txt b/develop/doc_cn/_sources/api/v1/data_provider/dataprovider_cn.rst.txt deleted file mode 100644 index d08c6b3efac..00000000000 --- a/develop/doc_cn/_sources/api/v1/data_provider/dataprovider_cn.rst.txt +++ /dev/null @@ -1,15 +0,0 @@ -.. _api_dataprovider: - -DataProvider的介绍 -================== - -DataProvider是PaddlePaddle负责提供数据的模块。其作用是将数据传入内存或显存，让神经网络可以进行训练或预测。用户可以通过简单使用Python接口 :ref:`api_pydataprovider2` ，来自定义传数据的过程。如果有更复杂的使用，或者需要更高的效率，用户也可以在C++端自定义一个 ``DataProvider`` 。 - -PaddlePaddle需要用户在网络配置（trainer_config.py）中定义使用哪种DataProvider，并且在DataProvider中实现如何访问训练文件列表（train.list）或测试文件列表（test.list）。 - -- train.list和test.list存放在本地（推荐直接存放到训练目录，以相对路径引用)。一般情况下，两者均为纯文本文件，其中每一行对应一个数据文件地址： - - - 如果数据文件存于本地磁盘，这个地址则为它的绝对路径或相对路径(相对于PaddlePaddle程序运行时的路径)。 - - 地址也可以为hdfs文件路径，或者数据库连接路径等。 - - 由于这个地址会被DataProvider使用，因此，如何解析该地址也是用户自定义DataProvider时需要考虑的地方。 -- 如果没有设置test.list，或设置为None，那么在训练过程中不会执行测试操作；否则，会根据命令行参数指定的测试方式，在训练过程中进行测试，从而防止过拟合。 diff --git a/develop/doc_cn/_sources/api/v1/data_provider/pydataprovider2_cn.rst.txt b/develop/doc_cn/_sources/api/v1/data_provider/pydataprovider2_cn.rst.txt deleted file mode 100644 index 8f9db31cfb9..00000000000 --- a/develop/doc_cn/_sources/api/v1/data_provider/pydataprovider2_cn.rst.txt +++ /dev/null @@ -1,229 +0,0 @@ -.. _api_pydataprovider2: - -PyDataProvider2的使用 -===================== - -PyDataProvider2是PaddlePaddle使用Python提供数据的推荐接口。该接口使用多线程读取数据，并提供了简单的Cache功能；同时可以使用户只关注如何从文件中读取每一条数据，而不用关心数据如何传输，如何存储等等。 - -.. contents:: - -MNIST的使用场景 ---------------- - -我们以MNIST手写识别为例，来说明PyDataProvider2的简单使用场景。 - -样例数据 -++++++++ - -MNIST是一个包含有70,000张灰度图片的数字分类数据集。样例数据 ``mnist_train.txt`` 如下： - -.. literalinclude:: src/mnist_train.txt - -其中每行数据代表一张图片，行内使用 ``;`` 分成两部分。第一部分是图片的标签，为0-9中的一个数字；第二部分是28*28的图片像素灰度值。 对应的 ``train.list`` 即为这个数据文件的名字： - -.. literalinclude:: src/train.list - -dataprovider的使用 -++++++++++++++++++ - -.. literalinclude:: src/mnist_provider.dict.py - -- 首先，引入PaddlePaddle的PyDataProvider2包。 -- 其次，定义一个Python的 `Decorator `_ `@provider`_ 。用于将下一行的数据输入函数标记成一个PyDataProvider2，同时设置它的input_types属性。 - - - `input_types`_：设置这个PyDataProvider2返回什么样的数据。本例根据网络配置中 ``data_layer`` 的名字，显式指定返回的是一个28*28维的稠密浮点数向量和一个[0-9]的10维整数标签。 - - .. literalinclude:: src/mnist_config.py - :lines: 9-10 - - - 注意：如果用户不显示指定返回数据的对应关系，那么PaddlePaddle会根据layer的声明顺序，来确定对应关系。但这个关系可能不正确，所以推荐使用显式指定的方式来设置input_types。 -- 最后，实现数据输入函数（如本例的 ``process`` 函数）。 - - - 该函数的功能是：打开文本文件，读取每一行，将行中的数据转换成与input_types一致的格式，然后返回给PaddlePaddle进程。注意， - - - 返回的顺序需要和input_types中定义的顺序一致。 - - 返回时，必须使用Python关键词 ``yield`` ，相关概念是 ``generator`` 。 - - 一次yield调用，返回一条完整的样本。如果想为一个数据文件返回多条样本，只需要在函数中调用多次yield即可（本例中使用for循环进行多次调用）。 - - - 该函数具有两个参数： - - - settings：在本例中没有使用，具体可以参考 `init_hook`_ 中的说明。 - - filename：为 ``train.list`` 或 ``test.list`` 中的一行，即若干数据文件路径的某一个。 - -网络配置中的调用 -++++++++++++++++ - -在网络配置里，只需要一行代码就可以调用这个PyDataProvider2，如， - -.. literalinclude:: src/mnist_config.py - :lines: 1-7 - -训练数据是 ``train.list`` ，没有测试数据，调用的PyDataProvider2是 ``mnist_provider`` 模块中的 ``process`` 函数。 - -小结 -+++++ - -至此，简单的PyDataProvider2样例就说明完毕了。对用户来说，仅需要知道如何从 **一个文件** 中读取 **一条样本** ，就可以将数据传送给PaddlePaddle了。而PaddlePaddle则会帮用户做以下工作： - -* 将数据组合成Batch进行训练 -* 对训练数据进行Shuffle -* 多线程的数据读取 -* 缓存训练数据到内存(可选) -* CPU->GPU双缓存 - -是不是很简单呢？ - -时序模型的使用场景 ------------------- -样例数据 -++++++++ - -时序模型是指数据的某一维度是一个序列形式，即包含时间步信息。所谓时间步信息，不一定和时间有关系，只是说明数据的顺序是重要的。例如，文本信息就是一个序列数据。 - -本例采用英文情感分类的数据，即将一段英文文本数据，分类成正面情绪和负面情绪两类(用0和1表示)。样例数据 ``sentimental_train.txt`` 如下： - -.. literalinclude:: src/sentimental_train.txt - -dataprovider的使用 -++++++++++++++++++ - -相对MNIST而言，这个dataprovider较复杂，主要原因是增加了初始化机制 `init_hook`_。本例的 ``on_init`` 函数就是根据该机制配置的，它会在dataprovider创建的时候执行。 - -- 其中 ``input_types`` 和在 `@provider`_ 中配置的效果一致。本例中的输入特征是词ID的序列，因此使用 ``integer_value_sequence`` 类型来设置。 -- 将 ``dictionary`` 存入settings对象，在 ``process`` 函数中使用。 dictionary是从网络配置中传入的dict对象，即一个将单词字符串映射到单词ID的字典。 - -.. literalinclude:: src/sentimental_provider.py - -网络配置中的调用 -++++++++++++++++ - -调用这个PyDataProvider2的方法，基本上和MNIST样例一致，除了 - -* 在配置中需要读取外部字典。 -* 在声明DataProvider的时候传入dictionary作为参数。 - -.. literalinclude:: src/sentimental_config.py - :emphasize-lines: 12-14 - -参考(Reference) ---------------- - -@provider -+++++++++ - -``@provider`` 是一个Python的 `Decorator`_ ，可以将某一个函数标记成一个PyDataProvider2。如果不了解 `Decorator`_ 是什么也没关系，只需知道这是一个标记属性的方法就可以了。它包含的属性参数如下: - -* input_types：数据输入格式。具体的格式说明，请参考 `input_types`_ 。 -* should_shuffle：是不是要对数据做Shuffle。训练时默认shuffle，测试时默认不shuffle。 -* min_pool_size：设置内存中最小暂存的数据条数，也是PaddlePaddle所能够保证的shuffle粒度。如果为-1，则会预先读取全部数据到内存中。 -* pool_size： 设置内存中暂存的数据条数。如果为-1（默认），则不在乎内存暂存多少条数据。如果设置，则推荐大于训练时batch size的值，并且在内存足够的情况下越大越好。 -* can_over_batch_size：是否允许暂存略微多余pool_size的数据。由于这样做可以避免很多死锁问题，一般推荐设置成True。 -* calc_batch_size：可以传入一个函数，用于自定义每条数据的batch size（默认为1）。 -* cache： 数据缓存的策略，具体请参考 `cache`_ 。 -* init_hook：初始化时调用的函数，具体请参考 `init_hook`_ 。 -* check：如果为true，会根据input_types检查数据的合法性。 -* check_fail_continue：如果为true，那么当check出数据不合法时，会扔到这条数据，继续训练或预测。（对check=false的情况，没有作用） - -input_types -+++++++++++ - -PaddlePaddle的数据包括四种主要类型，和三种序列模式。 - -四种数据类型： - -* dense_vector：稠密的浮点数向量。 -* sparse_binary_vector：稀疏的01向量，即大部分值为0，但有值的地方必须为1。 -* sparse_float_vector：稀疏的向量，即大部分值为0，但有值的部分可以是任何浮点数。 -* integer：整数标签。 - -三种序列模式： - -* SequenceType.NO_SEQUENCE：不是一条序列 -* SequenceType.SEQUENCE：是一条时间序列 -* SequenceType.SUB_SEQUENCE： 是一条时间序列，且序列的每一个元素还是一个时间序列。 - -不同的数据类型和序列模式返回的格式不同，列表如下： - -+----------------------+---------------------+-----------------------------------+------------------------------------------------+ -| | NO_SEQUENCE | SEQUENCE | SUB_SEQUENCE | -+======================+=====================+===================================+================================================+ -| dense_vector | [f, f, ...] | [[f, ...], [f, ...], ...] | [[[f, ...], ...], [[f, ...], ...],...] | -+----------------------+---------------------+-----------------------------------+------------------------------------------------+ -| sparse_binary_vector | [i, i, ...] | [[i, ...], [i, ...], ...] | [[[i, ...], ...], [[i, ...], ...],...] | -+----------------------+---------------------+-----------------------------------+------------------------------------------------+ -| sparse_float_vector | [(i,f), (i,f), ...] | [[(i,f), ...], [(i,f), ...], ...] | [[[(i,f), ...], ...], [[(i,f), ...], ...],...] | -+----------------------+---------------------+-----------------------------------+------------------------------------------------+ -| integer_value | i | [i, i, ...] | [[i, ...], [i, ...], ...] | -+----------------------+---------------------+-----------------------------------+------------------------------------------------+ - -其中，f代表一个浮点数，i代表一个整数。 - -注意：对sparse_binary_vector和sparse_float_vector，PaddlePaddle存的是有值位置的索引。例如， - -- 对一个5维非序列的稀疏01向量 ``[0, 1, 1, 0, 0]`` ，类型是sparse_binary_vector，返回的是 ``[1, 2]`` 。 -- 对一个5维非序列的稀疏浮点向量 ``[0, 0.5, 0.7, 0, 0]`` ，类型是sparse_float_vector，返回的是 ``[(1, 0.5), (2, 0.7)]`` 。 - -init_hook -+++++++++ - -init_hook可以传入一个函数。该函数在初始化的时候会被调用，其参数如下: - -* 第一个参数是settings对象，它和数据传入函数的第一个参数（如本例中 ``process`` 函数的 ``settings`` 参数）必须一致。该对象具有以下两个属性： - * settings.input_types：数据输入格式，具体请参考 `input_types`_ 。 - * settings.logger：一个logging对象。 -* 其他参数使用 ``kwargs`` （key word arguments）传入，包括以下两种： - * PaddlePaddle定义的参数: 1）is_train：bool型参数，表示用于训练或预测；2）file_list：所有文件列表。 - * 用户定义的参数：使用args在网络配置中设置。 - -注意：PaddlePaddle保留添加参数的权力，因此init_hook尽量使用 ``**kwargs`` 来接受不使用的函数以保证兼容性。 - -cache -+++++ - -PyDataProvider2提供了两种简单的Cache策略： - -* CacheType.NO_CACHE：不缓存任何数据，每次都会从python端读取数据 -* CacheType.CACHE_PASS_IN_MEM：第一个pass会从python端读取数据，剩下的pass会直接从内存里 - 读取数据。 - - -注意事项 --------- - -可能的内存泄露问题 -++++++++++++++++++ - -PaddlePaddle将train.list中的每一行都传递给process函数，从而生成多个generator。当训练数据非常多时，就会生成非常多的generator。 - -虽然每个generator在没有调用的时候，是几乎不占内存的；但当调用过一次后，generator便会存下当前的上下文(Context)，而这个Context可能会非常大。并且，generator至少需要调用两次才会知道是否停止。所以，即使process函数里面只有一个yield，也需要两次随机选择到相同generator的时候，才会释放该段内存。 - -.. code-block:: python - - def func(): - yield 0 - - f = func() # 创建generator - tmp = next(f) # 调用一次，返回0 - tmp = next(f) # 调用第二次的时候，才会Stop Iteration - -由于顺序调用这些generator不会出现上述问题，因此有两种解决方案： - -1. **最佳推荐**：将样本的地址放入另一个文本文件，train.list写入那个文本文件的地址。即不要将每一个样本都放入train.list。 -2. 在generator的上下文中尽量留下非常少的变量引用，例如 - -.. code-block:: python - - def real_process(fn): - # ... read from fn - return result # 当函数返回的时候，python可以解除掉内部变量的引用。 - - def process(fn): - yield real_process(fn) - -注意：这个问题是PyDataProvider读数据时候的逻辑问题，很难整体修正。 - -内存不够用的情况 -++++++++++++++++ - -PyDataProvider2会尽可能多的使用内存。因此，对于内存较小的机器，推荐使用 ``pool_size`` 变量来设置内存中暂存的数据条。具体请参考 `@provider`_ 中的说明。 - diff --git a/develop/doc_cn/_sources/api/v1/index_cn.rst.txt b/develop/doc_cn/_sources/api/v1/index_cn.rst.txt deleted file mode 100644 index cf146dc088e..00000000000 --- a/develop/doc_cn/_sources/api/v1/index_cn.rst.txt +++ /dev/null @@ -1,37 +0,0 @@ -API中文手册 -============ - -DataProvider API ----------------- - -.. toctree:: - :maxdepth: 1 - - data_provider/dataprovider_cn.rst - data_provider/pydataprovider2_cn.rst - -.. _api_trainer_config: - -Model Config API ----------------- - -.. toctree:: - :maxdepth: 1 - - trainer_config_helpers/optimizers.rst - trainer_config_helpers/data_sources.rst - trainer_config_helpers/layers.rst - trainer_config_helpers/activations.rst - trainer_config_helpers/poolings.rst - trainer_config_helpers/networks.rst - trainer_config_helpers/evaluators.rst - trainer_config_helpers/attrs.rst - - -Applications API ----------------- - -.. toctree:: - :maxdepth: 1 - - predict/swig_py_paddle_cn.rst diff --git a/develop/doc_cn/_sources/api/v1/predict/swig_py_paddle_cn.rst.txt b/develop/doc_cn/_sources/api/v1/predict/swig_py_paddle_cn.rst.txt deleted file mode 100644 index 42f333dba2e..00000000000 --- a/develop/doc_cn/_sources/api/v1/predict/swig_py_paddle_cn.rst.txt +++ /dev/null @@ -1,58 +0,0 @@ -.. _api_swig_py_paddle: - -基于Python的预测 -================ - -预测流程 --------- - -PaddlePaddle使用swig对常用的预测接口进行了封装，通过编译会生成py_paddle软件包，安装该软件包就可以在python环境下实现模型预测。可以使用python的 ``help()`` 函数查询软件包相关API说明。 - -基于Python的模型预测，主要包括以下五个步骤。 - -1. 初始化PaddlePaddle环境 - - 在程序开始阶段，通过调用 ``swig_paddle.initPaddle()`` 并传入相应的命令行参数初始化PaddlePaddle。 - -2. 解析模型配置文件 - - 初始化之后，可以通过调用 ``parse_config()`` 解析训练模型时用的配置文件。注意预测数据通常不包含label, 同时预测网络通常直接输出最后一层的结果而不是像训练网络一样再接一层cost layer，所以一般需要对训练用的模型配置文件稍作相应修改才能在预测时使用。 - -3. 构造paddle.GradientMachine - - 通过调用 ``swig_paddle.GradientMachine.createFromConfigproto()`` 传入上一步解析出来的模型配置就可以创建一个 ``GradientMachine``。 - -4. 准备预测数据 - - swig_paddle中的预测接口的参数是自定义的C++数据类型，py_paddle里面提供了一个工具类 ``DataProviderConverter`` 可以用于接收和PyDataProvider2一样的输入数据并转换成预测接口所需的数据类型。 - -5. 模型预测 - - 通过调用 ``forwardTest()`` 传入预测数据，直接返回计算结果。 - - -预测Demo --------- - -如下是一段使用mnist model来实现手写识别的预测代码。完整的代码见 ``src_root/doc/ui/predict/predict_sample.py`` 。mnist model可以通过 ``src_root\demo\mnist`` 目录下的demo训练出来。 - -.. literalinclude:: src/predict_sample.py - :language: python - :lines: 15-18,121-136 - - -Demo预测输出如下，其中value即为softmax层的输出。由于TEST_DATA包含两条预测数据，所以输出的value包含两个向量 。 - -.. code-block:: text - - [{'id': None, 'value': array( - [[ 5.53018653e-09, 1.12194102e-05, 1.96644767e-09, - 1.43630644e-02, 1.51111044e-13, 9.85625684e-01, - 2.08823112e-10, 2.32777140e-08, 2.00186201e-09, - 1.15501715e-08], - [ 9.99982715e-01, 1.27787406e-10, 1.72296313e-05, - 1.49316648e-09, 1.36540484e-11, 6.93137714e-10, - 2.70634608e-08, 3.48565123e-08, 5.25639710e-09, - 4.48684503e-08]], dtype=float32)}] - - diff --git a/develop/doc_cn/api/v1/data_provider/dataprovider_cn.html b/develop/doc_cn/api/v1/data_provider/dataprovider_cn.html deleted file mode 100644 index 9196271ff17..00000000000 --- a/develop/doc_cn/api/v1/data_provider/dataprovider_cn.html +++ /dev/null @@ -1,303 +0,0 @@ - - - - - - - - - - - DataProvider的介绍 — PaddlePaddle 文档 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- -
-
- Fork me on Github -
- - English - - - - -
- -
-
- - - - -
-
- - - -
-
-
-
-
- -
- - - - -
- - - - - - - - - - - -
-
    - -
  • DataProvider的介绍
    • -
-
- -
-
-
-
- -
-

DataProvider的介绍

-

DataProvider是PaddlePaddle负责提供数据的模块。其作用是将数据传入内存或显存，让神经网络可以进行训练或预测。用户可以通过简单使用Python接口 PyDataProvider2的使用 ，来自定义传数据的过程。如果有更复杂的使用，或者需要更高的效率，用户也可以在C++端自定义一个 DataProvider 。

-

PaddlePaddle需要用户在网络配置（trainer_config.py）中定义使用哪种DataProvider，并且在DataProvider中实现如何访问训练文件列表（train.list）或测试文件列表（test.list）。

-
    -
  • train.list和test.list存放在本地（推荐直接存放到训练目录，以相对路径引用)。一般情况下，两者均为纯文本文件，其中每一行对应一个数据文件地址：
      -
    • 如果数据文件存于本地磁盘，这个地址则为它的绝对路径或相对路径(相对于PaddlePaddle程序运行时的路径)。
      • -
    • 地址也可以为hdfs文件路径，或者数据库连接路径等。
      • -
    • 由于这个地址会被DataProvider使用，因此，如何解析该地址也是用户自定义DataProvider时需要考虑的地方。
      • -
    -
    • -
  • 如果没有设置test.list，或设置为None，那么在训练过程中不会执行测试操作；否则，会根据命令行参数指定的测试方式，在训练过程中进行测试，从而防止过拟合。
    • -
-
- - -
-
-
- - -
- -
-

- © 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/api/v1/data_provider/pydataprovider2_cn.html b/develop/doc_cn/api/v1/data_provider/pydataprovider2_cn.html deleted file mode 100644 index 3967fca772a..00000000000 --- a/develop/doc_cn/api/v1/data_provider/pydataprovider2_cn.html +++ /dev/null @@ -1,709 +0,0 @@ - - - - - - - - - - - PyDataProvider2的使用 — PaddlePaddle 文档 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- -
-
- Fork me on Github -
- - English - - - - -
- -
-
- - - - -
-
- - - -
-
-
-
-
- -
- - - - -
- - - - - - - - - - - -
-
    - -
  • PyDataProvider2的使用
    • -
-
- -
-
-
-
- -
-

PyDataProvider2的使用

-

PyDataProvider2是PaddlePaddle使用Python提供数据的推荐接口。该接口使用多线程读取数据，并提供了简单的Cache功能；同时可以使用户只关注如何从文件中读取每一条数据，而不用关心数据如何传输，如何存储等等。

- -
-

MNIST的使用场景

-

我们以MNIST手写识别为例，来说明PyDataProvider2的简单使用场景。

-
-

样例数据

-

MNIST是一个包含有70,000张灰度图片的数字分类数据集。样例数据 mnist_train.txt 如下：

-
5;0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.215686 0.533333 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.67451 0.992157 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.070588 0.886275 0.992157 0 0 0 0 0 0 0 0 0 0 0.192157 0.070588 0 0 0 0 0 0 0 0 0 0 0 0 0 0.670588 0.992157 0.992157 0 0 0 0 0 0 0 0 0 0.117647 0.933333 0.858824 0.313725 0 0 0 0 0 0 0 0 0 0 0 0.090196 0.858824 0.992157 0.831373 0 0 0 0 0 0 0 0 0 0.141176 0.992157 0.992157 0.611765 0.054902 0 0 0 0 0 0 0 0 0 0 0.258824 0.992157 0.992157 0.529412 0 0 0 0 0 0 0 0 0 0.368627 0.992157 0.992157 0.419608 0.003922 0 0 0 0 0 0 0 0 0 0.094118 0.835294 0.992157 0.992157 0.517647 0 0 0 0 0 0 0 0 0 0.603922 0.992157 0.992157 0.992157 0.603922 0.545098 0.043137 0 0 0 0 0 0 0 0.447059 0.992157 0.992157 0.956863 0.062745 0 0 0 0 0 0 0 0 0.011765 0.666667 0.992157 0.992157 0.992157 0.992157 0.992157 0.745098 0.137255 0 0 0 0 0 0.152941 0.866667 0.992157 0.992157 0.521569 0 0 0 0 0 0 0 0 0 0.070588 0.992157 0.992157 0.992157 0.803922 0.352941 0.745098 0.992157 0.945098 0.317647 0 0 0 0 0.580392 0.992157 0.992157 0.764706 0.043137 0 0 0 0 0 0 0 0 0 0.070588 0.992157 0.992157 0.776471 0.043137 0 0.007843 0.27451 0.882353 0.941176 0.176471 0 0 0.180392 0.898039 0.992157 0.992157 0.313725 0 0 0 0 0 0 0 0 0 0 0.070588 0.992157 0.992157 0.713725 0 0 0 0 0.627451 0.992157 0.729412 0.062745 0 0.509804 0.992157 0.992157 0.776471 0.035294 0 0 0 0 0 0 0 0 0 0 0.494118 0.992157 0.992157 0.968627 0.168627 0 0 0 0.423529 0.992157 0.992157 0.364706 0 0.717647 0.992157 0.992157 0.317647 0 0 0 0 0 0 0 0 0 0 0 0.533333 0.992157 0.984314 0.945098 0.603922 0 0 0 0.003922 0.466667 0.992157 0.988235 0.976471 0.992157 0.992157 0.788235 0.007843 0 0 0 0 0 0 0 0 0 0 0 0.686275 0.882353 0.364706 0 0 0 0 0 0 0.098039 0.588235 0.992157 0.992157 0.992157 0.980392 0.305882 0 0 0 0 0 0 0 0 0 0 0 0 0.101961 0.67451 0.321569 0 0 0 0 0 0 0 0.105882 0.733333 0.976471 0.811765 0.713725 0 0 0 0 0 0 0 0 0 0 0 0 0 0.65098 0.992157 0.321569 0 0 0 0 0 0 0 0 0 0.25098 0.007843 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0.94902 0.219608 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.968627 0.764706 0.152941 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.498039 0.25098 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0;
-0;0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.298039 0.333333 0.333333 0.333333 0.337255 0.333333 0.333333 0.109804 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.027451 0.223529 0.776471 0.964706 0.988235 0.988235 0.988235 0.992157 0.988235 0.988235 0.780392 0.098039 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.14902 0.698039 0.988235 0.992157 0.988235 0.901961 0.87451 0.568627 0.882353 0.976471 0.988235 0.988235 0.501961 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.188235 0.647059 0.988235 0.988235 0.745098 0.439216 0.098039 0 0 0 0.572549 0.988235 0.988235 0.988235 0 0 0 0 0 0 0 0 0 0 0 0 0 0.2 0.933333 0.992157 0.941176 0.247059 0 0 0 0 0 0 0.188235 0.898039 0.992157 0.992157 0 0 0 0 0 0 0 0 0 0 0 0.039216 0.639216 0.933333 0.988235 0.913725 0.278431 0 0 0 0 0 0 0 0.113725 0.843137 0.988235 0.988235 0 0 0 0 0 0 0 0 0 0 0 0.235294 0.988235 0.992157 0.988235 0.815686 0.07451 0 0 0 0 0 0 0 0.333333 0.988235 0.988235 0.552941 0 0 0 0 0 0 0 0 0 0 0.211765 0.878431 0.988235 0.992157 0.701961 0.329412 0.109804 0 0 0 0 0 0 0 0.698039 0.988235 0.913725 0.145098 0 0 0 0 0 0 0 0 0 0.188235 0.890196 0.988235 0.988235 0.745098 0.047059 0 0 0 0 0 0 0 0 0 0.882353 0.988235 0.568627 0 0 0 0 0 0 0 0 0 0.2 0.933333 0.992157 0.992157 0.992157 0.447059 0.294118 0 0 0 0 0 0 0 0 0.447059 0.992157 0.768627 0 0 0 0 0 0 0 0 0 0 0.623529 0.988235 0.988235 0.988235 0.988235 0.992157 0.47451 0 0 0 0 0 0 0 0.188235 0.933333 0.87451 0.509804 0 0 0 0 0 0 0 0 0 0 0.992157 0.988235 0.937255 0.792157 0.988235 0.894118 0.082353 0 0 0 0 0 0 0.027451 0.647059 0.992157 0.654902 0 0 0 0 0 0 0 0 0 0 0 0.623529 0.988235 0.913725 0.329412 0.376471 0.184314 0 0 0 0 0 0 0.027451 0.513725 0.988235 0.635294 0.219608 0 0 0 0 0 0 0 0 0 0 0 0.196078 0.929412 0.988235 0.988235 0.741176 0.309804 0 0 0 0 0 0 0.529412 0.988235 0.678431 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.223529 0.992157 0.992157 1 0.992157 0.992157 0.992157 0.992157 1 0.992157 0.992157 0.882353 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.023529 0.478431 0.654902 0.658824 0.952941 0.988235 0.988235 0.988235 0.992157 0.988235 0.729412 0.278431 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.196078 0.647059 0.764706 0.764706 0.768627 0.580392 0.047059 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0;
-4;0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.180392 0.470588 0.623529 0.623529 0.623529 0.588235 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.243137 0.494118 0.862745 0.870588 0.960784 0.996078 0.996078 0.996078 0.996078 0.992157 0.466667 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.317647 0.639216 0.639216 0.639216 0.639216 0.639216 0.470588 0.262745 0.333333 0.929412 0.694118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.811765 0.694118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.811765 0.694118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.811765 0.694118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.184314 0.992157 0.694118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.192157 0.996078 0.384314 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.454902 0.980392 0.219608 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.564706 0.941176 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.588235 0.776471 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.945098 0.560784 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.054902 0.952941 0.356863 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.337255 0.917647 0.109804 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.698039 0.701961 0.019608 0.4 0.662745 0.662745 0.662745 0.662745 0.662745 0.662745 0.662745 0.376471 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.090196 0.639216 0.972549 0.945098 0.913725 0.996078 0.996078 0.996078 0.996078 1 0.996078 0.996078 1 0.996078 0 0 0 0 0 0 0 0 0 0 0.007843 0.105882 0.717647 0.776471 0.905882 0.996078 0.996078 0.988235 0.980392 0.862745 0.537255 0.223529 0.223529 0.368627 0.376471 0.6 0.6 0.6 0 0 0 0 0 0 0 0 0.262745 0.470588 0.6 0.996078 0.996078 0.996078 0.996078 0.847059 0.356863 0.156863 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.909804 0.705882 0.823529 0.635294 0.490196 0.219608 0.113725 0.062745 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.152941 0.152941 0.156863 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0;
-
-
-

其中每行数据代表一张图片，行内使用 ; 分成两部分。第一部分是图片的标签，为0-9中的一个数字；第二部分是28*28的图片像素灰度值。 对应的 train.list 即为这个数据文件的名字：

-
mnist_train.txt
-
-
-
-
-

dataprovider的使用

-
#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserve.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-from paddle.trainer.PyDataProvider2 import *
-
-
-# Define a py data provider
-@provider(
-    input_types={'pixel': dense_vector(28 * 28),
-                 'label': integer_value(10)})
-def process(settings, filename):  # settings is not used currently.
-    f = open(filename, 'r')  # open one of training file
-
-    for line in f:  # read each line
-        label, pixel = line.split(';')
-
-        # get features and label
-        pixels_str = pixel.split(' ')
-
-        pixels_float = []
-        for each_pixel_str in pixels_str:
-            pixels_float.append(float(each_pixel_str))
-
-        # give data to paddle.
-        yield {"pixel": pixels_float, 'label': int(label)}
-
-    f.close()  # close file
-
-
-
    -

  • 首先，引入PaddlePaddle的PyDataProvider2包。

    -
    • -

  • 其次，定义一个Python的 Decorator @provider 。用于将下一行的数据输入函数标记成一个PyDataProvider2，同时设置它的input_types属性。

    -
      -

    • input_types：设置这个PyDataProvider2返回什么样的数据。本例根据网络配置中 data_layer 的名字，显式指定返回的是一个28*28维的稠密浮点数向量和一个[0-9]的10维整数标签。

      -
      # Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-
      -
      -
      • -

    • 注意：如果用户不显示指定返回数据的对应关系，那么PaddlePaddle会根据layer的声明顺序，来确定对应关系。但这个关系可能不正确，所以推荐使用显式指定的方式来设置input_types。

      -
      • -
    -
    • -

  • 最后，实现数据输入函数（如本例的 process 函数）。

    -
      -
    • 该函数的功能是：打开文本文件，读取每一行，将行中的数据转换成与input_types一致的格式，然后返回给PaddlePaddle进程。注意，
        -
      • 返回的顺序需要和input_types中定义的顺序一致。
        • -
      • 返回时，必须使用Python关键词 yield ，相关概念是 generator 。
        • -
      • 一次yield调用，返回一条完整的样本。如果想为一个数据文件返回多条样本，只需要在函数中调用多次yield即可（本例中使用for循环进行多次调用）。
        • -
      -
      • -
    • 该函数具有两个参数：
        -
      • settings：在本例中没有使用，具体可以参考 init_hook 中的说明。
        • -
      • filename：为 train.list 或 test.list 中的一行，即若干数据文件路径的某一个。
        • -
      -
      • -
    -
    • -
-
-
-

网络配置中的调用

-

在网络配置里，只需要一行代码就可以调用这个PyDataProvider2，如，

-
#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserve.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-
-
-

训练数据是 train.list ，没有测试数据，调用的PyDataProvider2是 mnist_provider 模块中的 process 函数。

-
-
-

小结

-

至此，简单的PyDataProvider2样例就说明完毕了。对用户来说，仅需要知道如何从 一个文件 中读取 一条样本 ，就可以将数据传送给PaddlePaddle了。而PaddlePaddle则会帮用户做以下工作：

-
    -
  • 将数据组合成Batch进行训练
    • -
  • 对训练数据进行Shuffle
    • -
  • 多线程的数据读取
    • -
  • 缓存训练数据到内存(可选)
    • -
  • CPU->GPU双缓存
    • -
-

是不是很简单呢？

-
-
-
-

时序模型的使用场景

-
-

样例数据

-

时序模型是指数据的某一维度是一个序列形式，即包含时间步信息。所谓时间步信息，不一定和时间有关系，只是说明数据的顺序是重要的。例如，文本信息就是一个序列数据。

-

本例采用英文情感分类的数据，即将一段英文文本数据，分类成正面情绪和负面情绪两类(用0和1表示)。样例数据 sentimental_train.txt 如下：

-
0       I saw this movie at the AFI Dallas festival . It all takes place at a lake house and it looks wonderful .
-1       This documentary makes you travel all around the globe . It contains rare and stunning sequels from the wilderness .
-...
-
-
-
-
-

dataprovider的使用

-

相对MNIST而言，这个dataprovider较复杂，主要原因是增加了初始化机制 init_hook。本例的 on_init 函数就是根据该机制配置的，它会在dataprovider创建的时候执行。

-
    -
  • 其中 input_types 和在 @provider 中配置的效果一致。本例中的输入特征是词ID的序列，因此使用 integer_value_sequence 类型来设置。
    • -
  • 将 dictionary 存入settings对象，在 process 函数中使用。 dictionary是从网络配置中传入的dict对象，即一个将单词字符串映射到单词ID的字典。
    • -
-
#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserve.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-from paddle.trainer.PyDataProvider2 import *
-
-
-def on_init(settings, dictionary, **kwargs):
-    # on_init will invoke when data provider is initialized. The dictionary
-    # is passed from trainer_config, and is a dict object with type
-    # (word string => word id).
-
-    # set input types in runtime. It will do the same thing as
-    # @provider(input_types) will do, but it is set dynamically during runtime.
-    settings.input_types = {
-        # The text is a sequence of integer values, and each value is a word id.
-        # The whole sequence is the sentences that we want to predict its
-        # sentimental.
-        'data': integer_value_sequence(len(dictionary)),  # text input
-        'label': integer_value(2)  # label positive/negative
-    }
-
-    # save dictionary as settings.dictionary. 
-    # It will be used in process method.
-    settings.dictionary = dictionary
-
-
-@provider(init_hook=on_init)
-def process(settings, filename):
-    f = open(filename, 'r')
-
-    for line in f:  # read each line of file
-        label, sentence = line.split('\t')  # get label and sentence
-        words = sentence.split(' ')  # get words
-
-        # convert word string to word id
-        # the word not in dictionary will be ignored.
-        word_ids = []
-
-        for each_word in words:
-            if each_word in settings.dictionary:
-                word_ids.append(settings.dictionary[each_word])
-
-        # give data to paddle.
-        yield word_ids, int(label)
-
-    f.close()
-
-
-
-
-

网络配置中的调用

-

调用这个PyDataProvider2的方法，基本上和MNIST样例一致，除了

-
    -
  • 在配置中需要读取外部字典。
    • -
  • 在声明DataProvider的时候传入dictionary作为参数。
    • -
-
#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserve.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-from paddle.trainer_config_helpers import *
-
-dictionary = dict()
-...  #  read dictionary from outside
-
-define_py_data_sources2(
-    train_list='train.list',
-    test_list=None,
-    module='sentimental_provider',
-    obj='process',
-    # above codes same as mnist sample.
-    args={  # pass to provider.
-        'dictionary': dictionary
-    })
-
-
-
-
-
-

参考(Reference)

-
-

@provider

-

@provider 是一个Python的 Decorator ，可以将某一个函数标记成一个PyDataProvider2。如果不了解 Decorator 是什么也没关系，只需知道这是一个标记属性的方法就可以了。它包含的属性参数如下:

-
    -
  • input_types：数据输入格式。具体的格式说明，请参考 input_types 。
    • -
  • should_shuffle：是不是要对数据做Shuffle。训练时默认shuffle，测试时默认不shuffle。
    • -
  • min_pool_size：设置内存中最小暂存的数据条数，也是PaddlePaddle所能够保证的shuffle粒度。如果为-1，则会预先读取全部数据到内存中。
    • -
  • pool_size： 设置内存中暂存的数据条数。如果为-1（默认），则不在乎内存暂存多少条数据。如果设置，则推荐大于训练时batch size的值，并且在内存足够的情况下越大越好。
    • -
  • can_over_batch_size：是否允许暂存略微多余pool_size的数据。由于这样做可以避免很多死锁问题，一般推荐设置成True。
    • -
  • calc_batch_size：可以传入一个函数，用于自定义每条数据的batch size（默认为1）。
    • -
  • cache： 数据缓存的策略，具体请参考 cache 。
    • -
  • init_hook：初始化时调用的函数，具体请参考 init_hook 。
    • -
  • check：如果为true，会根据input_types检查数据的合法性。
    • -
  • check_fail_continue：如果为true，那么当check出数据不合法时，会扔到这条数据，继续训练或预测。（对check=false的情况，没有作用）
    • -
-
-
-

input_types

-

PaddlePaddle的数据包括四种主要类型，和三种序列模式。

-

四种数据类型：

-
    -
  • dense_vector：稠密的浮点数向量。
    • -
  • sparse_binary_vector：稀疏的01向量，即大部分值为0，但有值的地方必须为1。
    • -
  • sparse_float_vector：稀疏的向量，即大部分值为0，但有值的部分可以是任何浮点数。
    • -
  • integer：整数标签。
    • -
-

三种序列模式：

-
    -
  • SequenceType.NO_SEQUENCE：不是一条序列
    • -
  • SequenceType.SEQUENCE：是一条时间序列
    • -
  • SequenceType.SUB_SEQUENCE： 是一条时间序列，且序列的每一个元素还是一个时间序列。
    • -
-

不同的数据类型和序列模式返回的格式不同，列表如下：

- ------ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
 NO_SEQUENCESEQUENCESUB_SEQUENCE
dense_vector[f, f, ...][[f, ...], [f, ...], ...][[[f, ...], ...], [[f, ...], ...],...]
sparse_binary_vector[i, i, ...][[i, ...], [i, ...], ...][[[i, ...], ...], [[i, ...], ...],...]
sparse_float_vector[(i,f), (i,f), ...][[(i,f), ...], [(i,f), ...], ...][[[(i,f), ...], ...], [[(i,f), ...], ...],...]
integer_valuei[i, i, ...][[i, ...], [i, ...], ...]
-

其中，f代表一个浮点数，i代表一个整数。

-

注意：对sparse_binary_vector和sparse_float_vector，PaddlePaddle存的是有值位置的索引。例如，

-
    -
  • 对一个5维非序列的稀疏01向量 [0, 1, 1, 0, 0] ，类型是sparse_binary_vector，返回的是 [1, 2] 。
    • -
  • 对一个5维非序列的稀疏浮点向量 [0, 0.5, 0.7, 0, 0] ，类型是sparse_float_vector，返回的是 [(1, 0.5), (2, 0.7)] 。
    • -
-
-
-

init_hook

-

init_hook可以传入一个函数。该函数在初始化的时候会被调用，其参数如下:

-
    -
  • -
    第一个参数是settings对象，它和数据传入函数的第一个参数（如本例中 process 函数的 settings 参数）必须一致。该对象具有以下两个属性：
    -
      -
    • settings.input_types：数据输入格式，具体请参考 input_types 。
      • -
    • settings.logger：一个logging对象。
      • -
    -
    -
    -
    • -
  • -
    其他参数使用 kwargs （key word arguments）传入，包括以下两种：
    -
      -
    • PaddlePaddle定义的参数: 1）is_train：bool型参数，表示用于训练或预测；2）file_list：所有文件列表。
      • -
    • 用户定义的参数：使用args在网络配置中设置。
      • -
    -
    -
    -
    • -
-

注意：PaddlePaddle保留添加参数的权力，因此init_hook尽量使用 **kwargs 来接受不使用的函数以保证兼容性。

-
-
-

cache

-

PyDataProvider2提供了两种简单的Cache策略：

-
    -
  • CacheType.NO_CACHE：不缓存任何数据，每次都会从python端读取数据
    • -
  • CacheType.CACHE_PASS_IN_MEM：第一个pass会从python端读取数据，剩下的pass会直接从内存里 -读取数据。
    • -
-
-
-
-

注意事项

-
-

可能的内存泄露问题

-

PaddlePaddle将train.list中的每一行都传递给process函数，从而生成多个generator。当训练数据非常多时，就会生成非常多的generator。

-

虽然每个generator在没有调用的时候，是几乎不占内存的；但当调用过一次后，generator便会存下当前的上下文(Context)，而这个Context可能会非常大。并且，generator至少需要调用两次才会知道是否停止。所以，即使process函数里面只有一个yield，也需要两次随机选择到相同generator的时候，才会释放该段内存。

-
def func():
-    yield 0
-
-f = func()  # 创建generator
-tmp = next(f)  # 调用一次，返回0
-tmp = next(f)  # 调用第二次的时候，才会Stop Iteration
-
-
-

由于顺序调用这些generator不会出现上述问题，因此有两种解决方案：

-
    -
  1. 最佳推荐：将样本的地址放入另一个文本文件，train.list写入那个文本文件的地址。即不要将每一个样本都放入train.list。
    2. -
  2. 在generator的上下文中尽量留下非常少的变量引用，例如
    3. -
-
def real_process(fn):
-    # ... read from fn
-    return result   # 当函数返回的时候，python可以解除掉内部变量的引用。
-
-def process(fn):
-    yield real_process(fn)
-
-
-

注意：这个问题是PyDataProvider读数据时候的逻辑问题，很难整体修正。

-
-
-

内存不够用的情况

-

PyDataProvider2会尽可能多的使用内存。因此，对于内存较小的机器，推荐使用 pool_size 变量来设置内存中暂存的数据条。具体请参考 @provider 中的说明。

-
-
-
- - -
-
-
- - -
- -
-

- © 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/api/v1/index_cn.html b/develop/doc_cn/api/v1/index_cn.html deleted file mode 100644 index 6d7210a5217..00000000000 --- a/develop/doc_cn/api/v1/index_cn.html +++ /dev/null @@ -1,314 +0,0 @@ - - - - - - - - - - - API中文手册 — PaddlePaddle 文档 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- -
-
- Fork me on Github -
- - English - - - - -
- -
-
- - - - -
-
- - - -
-
-
-
-
- -
- - - - -
- - - - - - - - - - - -
-
    - -
  • API中文手册
    • -
-
- -
-
-
-
- -
-

API中文手册

-
-

DataProvider API

-
- -
-
-
-

Model Config API

-
-
-
-
-

Applications API

-
- -
-
-
- - -
-
-
- - -
- -
-

- © 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/api/v1/predict/swig_py_paddle_cn.html b/develop/doc_cn/api/v1/predict/swig_py_paddle_cn.html deleted file mode 100644 index d0b5304a8dd..00000000000 --- a/develop/doc_cn/api/v1/predict/swig_py_paddle_cn.html +++ /dev/null @@ -1,351 +0,0 @@ - - - - - - - - - - - 基于Python的预测 — PaddlePaddle 文档 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- -
-
- Fork me on Github -
- - English - - - - -
- -
-
- - - - -
-
- - - -
-
-
-
-
- -
- - - - -
- - - - - - - - - - - -
-
    - -
  • 基于Python的预测
    • -
-
- -
-
-
-
- -
-

基于Python的预测

-
-

预测流程

-

PaddlePaddle使用swig对常用的预测接口进行了封装，通过编译会生成py_paddle软件包，安装该软件包就可以在python环境下实现模型预测。可以使用python的 help() 函数查询软件包相关API说明。

-

基于Python的模型预测，主要包括以下五个步骤。

-
    -

  1. 初始化PaddlePaddle环境

    -

    在程序开始阶段，通过调用 swig_paddle.initPaddle() 并传入相应的命令行参数初始化PaddlePaddle。

    -
    2. -

  2. 解析模型配置文件

    -

    初始化之后，可以通过调用 parse_config() 解析训练模型时用的配置文件。注意预测数据通常不包含label, 同时预测网络通常直接输出最后一层的结果而不是像训练网络一样再接一层cost layer，所以一般需要对训练用的模型配置文件稍作相应修改才能在预测时使用。

    -
    3. -

  3. 构造paddle.GradientMachine

    -

    通过调用 swig_paddle.GradientMachine.createFromConfigproto() 传入上一步解析出来的模型配置就可以创建一个 GradientMachine。

    -
    4. -

  4. 准备预测数据

    -

    swig_paddle中的预测接口的参数是自定义的C++数据类型，py_paddle里面提供了一个工具类 DataProviderConverter 可以用于接收和PyDataProvider2一样的输入数据并转换成预测接口所需的数据类型。

    -
    5. -

  5. 模型预测

    -

    通过调用 forwardTest() 传入预测数据，直接返回计算结果。

    -
    6. -
-
-
-

预测Demo

-

如下是一段使用mnist model来实现手写识别的预测代码。完整的代码见 src_root/doc/ui/predict/predict_sample.py 。mnist model可以通过 src_root\demo\mnist 目录下的demo训练出来。

-
from py_paddle import swig_paddle, DataProviderConverter
-from paddle.trainer.PyDataProvider2 import dense_vector
-from paddle.trainer.config_parser import parse_config
-
-def main():
-    conf = parse_config("./mnist_model/trainer_config.py", "")
-    print conf.data_config.load_data_args
-    network = swig_paddle.GradientMachine.createFromConfigProto(
-        conf.model_config)
-    assert isinstance(network, swig_paddle.GradientMachine)  # For code hint.
-    network.loadParameters("./mnist_model/")
-    converter = DataProviderConverter([dense_vector(784)])
-    inArg = converter(TEST_DATA)
-    print network.forwardTest(inArg)
-
-
-if __name__ == '__main__':
-    swig_paddle.initPaddle("--use_gpu=0")
-    main()
-
-
-

Demo预测输出如下，其中value即为softmax层的输出。由于TEST_DATA包含两条预测数据，所以输出的value包含两个向量 。

-
[{'id': None, 'value': array(
-  [[  5.53018653e-09,   1.12194102e-05,   1.96644767e-09,
-      1.43630644e-02,   1.51111044e-13,   9.85625684e-01,
-      2.08823112e-10,   2.32777140e-08,   2.00186201e-09,
-      1.15501715e-08],
-   [  9.99982715e-01,   1.27787406e-10,   1.72296313e-05,
-      1.49316648e-09,   1.36540484e-11,   6.93137714e-10,
-      2.70634608e-08,   3.48565123e-08,   5.25639710e-09,
-      4.48684503e-08]], dtype=float32)}]
-
-
-
-
- - -
-
-
- - -
- -
-

- © 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/faq/local/index_cn.html b/develop/doc_cn/faq/local/index_cn.html index 6443839c3f4..eb85ee066b2 100644 --- a/develop/doc_cn/faq/local/index_cn.html +++ b/develop/doc_cn/faq/local/index_cn.html @@ -304,7 +304,7 @@ PaddlePaddle的内存占用主要分为如下几个方面:

yield get_sample_from_line(line) -

这样做可以极大的减少内存占用，并且可能会加速训练过程，详细文档参考 PyDataProvider2的使用 。

+

这样做可以极大的减少内存占用，并且可能会加速训练过程，详细文档参考 api_pydataprovider2 。

神经元激活内存

diff --git a/develop/doc_cn/objects.inv b/develop/doc_cn/objects.inv index 9b219d0a6c977fe9d34b0809161ea36aad8397b3..91e7955c0cec2e9ca5cc843aca14171540975394 100644 GIT binary patch delta 4303 zcmV;=5HRn}BcvjbeSdQl#}$4}?XQ?B@@B8rxKgPUl}eS6fKn_8f^hOU)jQL>JJ#&< zFc*o<6CkceAg~c&EZY$nqpAc+DU1UWf~x!$&F<>Se<7zYbMKj53FSf3Zl80$bEc>J z+`45WT{rQ_+@~WA(>L@HJcmpldBhnx5q)Z7&oMMtu{+0*2Y(;yzK4~g3bKvb+^01r zSBvFZUfVqKTcujDhk$lH7GLS8X_?t$K(V)bK6MGl&)2 zltq=nY1s0xqkn1+u@4Sn;)bU>MziIq4b%7#AcAxiS-R>u$Z{LRX@4MAG~*wNq1HQM zogNGco=1mw^BB_>b8jE9UR3q+O~-gV~RbZYOVR<<&oJWYRj=KmHq&us*$#h z9IUvWe#}I5Y%0~GN{h^Uq^4tRtFRHUSp)8xOia}*4u4L8tCXWke}JPJ0tdI3gQdmb z-NXmEwO7uMo2EMNZ2B;k13~~@SWAH$up|{K+Mb6SK#*2A4YUGXG448>JxWq0- z<`9$gV}DlM!rnY_W=kvyIXK9)_?Ceowr8}N+bzV2SUAw>@M{LiCd4$XW-*Rn5R=Wn zR1ynXB1wli|2Snhi;)hNPEfDfKpIwH-!sY#_S_^C`=vUZT@IUMDN&I_b+K252;>+I zzEpBMwn#eO&dLPi%h|xfphTQURVI0oeoXQ6=YMQqET4)TPi*~3_Pruc7Yd=$2}Qj8 zGdLHp=9j_<27w~Jr9lkK@C;-Ytlk`tnA>$&<7GZnTEfnKq*&gO}*r3J2 zlo;*Yj9}TO&2SX#SRw+vG3URVYppwWO zLw__D*HrFxWD}gCbCfAMq>Qm4-$_Lg$G23IG!0FH6wx@!IS0Xd10P8J(uCE(4z~FA zr3ryy(Oi(JP+QovVLhnAN2?-jFxpMZF{e^rnU32fzWoS|$wEPuGgO6ws$i^g1yxW$ zIp(Tdfkf*t)_VAY_kXgJLMJRtYht#|eScb}FcW^6N{~oLVZa!P!*2mn9DoH#m5anX zIf9`UGD~5Ve}T0qZ`mJmRiIQ8D0$$lVwbL+gK2Z=s!#+(4p;c5{iA~582pw_R21j; z3CrZ@uQVKP*RigLS;syxW8vsi2K|CfH}XNCx#S7Ho@ThQ=3P&($bg04)3{GVkb_kM&ZW|Zyfu@!VvfpXMWd6BN%urPPt<-(P)KwZo ziIv#}O$f#way+cpI2SFb4GYFhQ;e{_flGWxi)$!GsfLKXw-5Ro_x3K{+*^Gkl(`AVtS0nb$U1A3&kif0bfIYVaBbT;Tx4B1Q~HH(dlls$T~W6E*HPF>K9Mr<6R@TJy))zPkBLKf$=+iW*#x(ki(k_AYE< zSYD?39L&wtcGp&e?{D$d+kbs}vHQcb-sLyHzP&M)Wc~H+O}TnjI_ZXM)7IfY^(k(y zzQ6vWx4l4h-(K%Mz7o866kJ{lzFG`!Tnm=&$(2IF+r+$oL(x1wJW#t_Osr!QnH|?~ z71B@`pThVQJ@F#EFuw&|d_T#}Ya{l>#m-zhl^@KVUkOu;tjsX7Tz{X!t!Ve!XpY)h|eWu$qXKtC?Zn6(scn%AZL+(nu`L zcO2@HAwvfD+-?^*0e>lD{-MSqK3bzjfb)je61^1x$hMDz8%TqqqL$bsDsr@z;X$(Q zJ6K}LaDu}*L}fG~BDbvVo1UR+wm;C6h%>L7w_mX0!Nw5N!lz`4$|z%JK9?(x7jvO2 zC>O|^QnU-P;}Eu^ZHbbYDB4N%JKf@TBrfY~Woem?Rwl^HT7Oy@Qo5NX$wg>WL~SDr z5;3PZf=akV_YVkDd>nGK{`zY7!S(LyQz^RLaOqE>%PeLVS=GrI?js{~lOXTt?`2S& zl7E?k5F=#zo5^w6Qb^==sm;j*RFOA2MTilDBu!*+5D5s)#$513W1Lq{xrIq&HGP<% zNUz9ltM|GX*q$)pS?}p~HY{%zT z4bPS7L4PiiImskhlDV=R>m;K_fGofTxF zK6t?mOb4ydIjUkC73^Lan>@4s40l+O6Ta$j4Syu}HL+cKE-ux>D54;qo<400N>bE? zLYY0bjy0l7Bans- ze2n-zUW*hZ3NcY)1*5V18iJdjpBJa9DY`I)gCtMe^L{?82#Nz?hC@~+ry)+mBAPSs ze5|5ruo{$h_2lVAmL;zwYWziM89k7srGHu~0!OEo#ZQxD$ee6)p@IePU=t%3_699% zHSD@l^bAiv;|-SX^;Z}B&#&|s7eZ*4_6{X*Y&<-XQo((hYTz2%i) zVJTD%Ztl=DQ>x9f6rWsWRxV!VdcVCzj z+}#MiTuViT0Ti8f*(ewNNr_rAT>d-o$Z7*O|~TmeXiSAT?)mOnZA z7shQ84HZ9InktSOR{j;NY|1qAyO>2-X=?J=V(;qh-p)FM$e-F}VG7Rm6n^%>kMk-` zY)Os?!%^{Getr_XU9Rl=Krd;~!A=8}-R(Qwt-HN{T;gk^vcL5_v;p#+klurAS@z%G zg$+<{hU|R|B_Li;xc-NEWPjVR5AwWevE;)7g&UC6OZ(~A_S~B9Vm16ytgnb&Jl_vn zurau{?oXG4_pg$w225UNQ#{!0-n-tq3}SdDG-W??H!fRRPC4F0q!d zU_1;J6bq`$7(A>M4^2Y^*nRlR-ou|Ef(17o#`>T{#Q8f3AD}M+lDbiHHEZ+W4mv?uT`#-Pt7T0&TpF*TesG+4w*_uytgyDyG57g^)=Ofx04+VaU_D27ew-PEf7{_Pk@jqyeB? z2%ciePibxU{d)KQ8_}fXV#V7hyklx zRZT_NK`rmIjKLxws7q>lDSNV)!&e!+%V#S&sRz=c z{^r8&+ebnn?SD9loG}ldAQm0^DKlJ_&Rg6wO5Kp7mkPsMZesJ9MqT{YPjLAft5Aw=CS;9(H&Hlkv(Y!l^u9#D_g%TG{Qp+Z~bwXRff1BYq zKtA*9v@7Ldx6q8?ObFG-fRM&?SGEQ`WAXycaEj6rIi*9qMq*>DUA``JoKcv9fM-pe zncy#wc7K(Y?(S}d%?O$|K9=fq9gSO0|5YsCZXZ&FTk%JWD4yY&_)n#(itcd^D^sp4 zbc{^3%@S2Q_K;!HbIRykW@x2yS>eOCul2vY++A8KS3l5q z7hk_FxNlu7&5CX0;-S?g1d@)YyLw~y-K~nu^na2lBQm70sX%ML{oDsn-#iziRgS{@ z5yGXnNgcv!O>>}_6jyp^y3nA_ZcBHFk#!7135bJ7{yli}GFaLa*XeooRsv!WcX*AQ znQJpn&+Jc=gIpUN7gW$g>r0A=LMI$i&KSk&WiLNN68BI}AD@^!0b;tOi)eSMAt7#J zet-8+v=eC$O2^L=IcLy8eDrR{ski;eh5lKq->Y&yl-f;1NEf07n6w)gZKa3yZA#2 zj*0CHj7tcpw-gCoP{;rP delta 4473 zcmV-<5r*!hBF!U^eSdG<#ua`o_E!){-;(vlMo|<&Q9zb#!;LMgR?>_b$OTGa8E#mI#DSx47E+mKKkh_xA2d$Po=X~Gc zaAwY#GqXOjZ5JO{JanMrMvi>|FCsTWA)yD3q~Cftq>dFBet-W16vEeb6k_9`fqbX6 zc&NqgTAAHK*mK|crO|Bo6F>(c3h`SbQ{0VQM4i82%Ak70j$CZKpT|*@1d>o|jsZMy z;@}LnQ2%tE!*Wp&6kRP*SCRPHVRRTOKUt6@-_;s1(Sad%nl_zGeq2>PUKmk zL%htVBB~C~!hc?fscBK-?;XU&ozSFCcOf)8uJblP1lcC?Y%`?D3p#}M-V!Tq@wde= z+kM$j_l5+|W5c_8yLP5HfUac*3xtMyM+uys@8bPv;*glu!qVjS$n6qyfqI_F{y@>R zNY6(U8$oD);G#BmjpjjPfh>ijWn=7{Fc7fY0_~R0%zv~z0nUJ%Ory#EK%u|X8759LR{4{ ziYRTI?SJQw2lqZ1T)z=tT~6$MifzXVTfvgkHT}LRdXFBkQdcm<-)wGg-kR%&3&aCI zcOG0GJiF15Jl^Ti?YJkH!L=b0aaM37Dp;gw|{AwKMdLyQ5F%|) zM zN)#lDylPZs+?6=RtlUsi`2>w88m5?abbk$;lM9rS?3OXjZ$&g0MQG%iF6la!1}T*Z zl#eKa{swa(o0pDz9Zaz&hOeoH?Rg#x{k@&mQ(&aK7jxLRw(nx*#NqSfSHW#q#!w5EIRDU&P z=I!*lOk>ex(M`jykH#7&nv$R?6`O*f2?R`Iu_*{Ntdn>f;&b8u$xjBYc$jD6zAYZA zBP=9LoDwYZc@tn9$P%Usq%38UAWdPC&AllM^N@QAo%+w%N;A#fAvYyTQ$Z;M7l{Mb zclO2>uwG$Eh!U=hCc8%k!)f@`Hh)x_ne7sm+p&*49PYKTZ6|r+E-^FX^jiV_oX@7- zy+8}gBmCb9yolXAa>v>WDp+-_0+2(4&fCqCNoZ9^5`zwJ2WX2Pn2D+U-)KjUYnv?VAzon=bRm5T5e>235?ZV#<#=$T@98S;-?!6fNaJOOgY!e<1W_uRDbY+z& zfOSHP>G{dpwGiw;)?^q>fic>6J$$th-+8sY_3dbFIbOLqxcjuh>MM|qnKt(Kr|l$Q zlLLxp+J61j=-Iu7jRU9awSVAUs@YU_H%T&C&=;S^3>O+R#7eDUDPVRfvK{O}tXaU; z868?#OBM=1U>uVIW10zAF2$`9iZ-&&EFo%Za1)ULJDeyUX05@xVxr~}ty}!QTx6wB z_JMJjtFtL+-XcCuQAAhkL+|LdP9K??IeA2fS=LIDOVBMh z3RuOMNBC-Zom%+`W}HA)P3$xg))Vn};SRh3?M?##< zpl0O5JD;Exstn8So#vW~KOakq4x!*T2Nh#R?_z)!WhWTxRDY&gc4Ho7Vy#m_6SaFz z*!(kTkEcmh1g_Yv8qA}xa5Qj zvKl4<`S78*gDhB7w3I<&B5Ex-AtdV&#Trj0Gn{NfG^P|2y=T414IR_+qp_}}nq_WL zFvCU&14A~8Xn&HE%*L3W`&dt&b>_;cpx&VDO4TUDloCFoeGN$_lm$R`&4#$2n(Hc& zMOmQ+SqSpFB4k07FF$H>5mv@Bd&q-Cj8;cbjh3v}g5adM54qWBV~y>+tUc7C`<;OO zRZf}J$}+1uIxptP6x}5#JosxJl#rBPrW9ldg^IL#Uw_vXl)NrCIJto-^F~^Qm?~(} zL=Fd$fUs;VfSG7o=-Rny;RN!!5j0TBD>I@1)()8Ra)Vi}>W)<|KWdU{1@9TB66N=J zekT{%60?i=E~ti0N^;OFUL2d6O^qq?br}r5ubV1+eiS0HqCu>Ujxog?ni)heNc&Zw zQk+csTz{2#c^s!>VmH9hNE(z(C`+a=K^^ZLfm>-ir8umBYAzy(IelL@G3OP^&&w;Y ze?;`7ewI)}s_#KAwE#JyDQ;g!nG2HIJW><$ z-WiwuL2dzS6WsvIDjM~iYnzdIc3|7lTm)i-wn%W`G_y|8j&lrvk*u(NvdK^=E`%dqgSPvw`^D(VS6_o$>w|lbg@gH^l}wJN97YwRSEr`W>_5bPzQ{>l zbL}p)82fIgS!L z$`wlF3Pf+qBx7=3J}3$ipdfxXLS^3#7PZ*x+h-j2! zb03SgXmrq74X*CMXuYQBTYqA=C*HU|dU$2~`7L&2_sXTgvm2u)cR73|diu&E%q*uSz{V!wmyNunoSy7{7U@QjKZ6!l1bKlpQs{^4-q;^+wkvK>%Ua z6h)J_{V72L*OYLg;(wB{Bn!sEtz@73?8#vH zf?yTRxczE%`}yYR_1~Z)LZZTJw2j?7&3JceTA}`zEm}C;7=No(OzR)RFQ3O(eh{%p zk4gg6CAqP1@RivoZMWg)CAEv+CiKA1|XfU+#SV(_s0N_~w0S zsuuEFmLHj-d{o%Q9;d6GgJ-6EqgK>erlFIM<)Sfc?(R6dT25GNs63Dsjh~gLw0AW$x<2ps-f_tiL$Y{$t7q5fs~Ze5uY7hPixtvXE)H{N zQR>Jl^yM6J?P~n|Qv7m7E`)WK9n_|dH33Dcs3zj#rdau_OIR({ncoB^S_&rM$~0wJ zNI7Vd>o)1B6IKHL)4VtV@?q3wRjCjMm2OPtLVrS^0YVxxSlt}+jOqcJ$%yh6CDI9A zBk{4dA7)j1lcdYvs7BBMGRO!j@~@2p|Wv^9GC4=ru#Azlj?2d z9Dlxbb@b`Q!OBWK{n)v?`uKIldFyIxzSu?qo|sNCP$!{Yl&Z(x?z5IemoekVzlfhdA3eITbAMy!!RN5%8$Eg$U;RP;1Vb_32hs$oSfx7~IdayS zu{`wP!nDJ!ptCXlYj0CM0Crx4zGYOh|~E+qN99EptzK4m+n{g#71{ L9HQ|*xzv=csj;0( diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js index da259e4d198..d04d7dd0c23 100644 --- a/develop/doc_cn/searchindex.js +++ b/develop/doc_cn/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/io","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/backward","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/concurrent_programming","design/dist_refactor/distributed_architecture","design/dist_refactor/multi_cpu","design/dist_refactor/parameter_server","design/error_clip","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/fluid_compiler","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/kernel_hint_design","design/memory_optimization","design/mkl/mkl_packed","design/mkl/mkldnn","design/mkl/mkldnn_fluid","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/profiler","design/program","design/prune","design/python_api","design/reader/README","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/switch_kernel","design/tensor_array","design/var_desc","faq/build_and_install/index_cn","faq/cluster/index_cn","faq/index_cn","faq/local/index_cn","faq/model/index_cn","faq/parameter/index_cn","getstarted/build_and_install/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/pip_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/cpu_profiling","howto/optimization/cpu_profiling_cn","howto/optimization/gpu_profiling_cn","howto/read_source","howto/usage/capi/compile_paddle_lib_cn","howto/usage/capi/index_cn","howto/usage/capi/organization_of_the_inputs_cn","howto/usage/capi/workflow_of_capi_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cluster/fabric_cn","howto/usage/cluster/k8s_aws_cn","howto/usage/cluster/k8s_cn","howto/usage/cluster/k8s_distributed_cn","howto/usage/cluster/openmpi_cn","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","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","index_cn","mobile/cross_compiling_for_android_cn","mobile/cross_compiling_for_ios_cn","mobile/cross_compiling_for_raspberry_cn","mobile/index_cn","survey/cluster_bootstrapping_tools"],envversion:50,filenames:["api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/io.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/backward.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/concurrent_programming.md","design/dist_refactor/distributed_architecture.md","design/dist_refactor/multi_cpu.md","design/dist_refactor/parameter_server.md","design/error_clip.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/fluid_compiler.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/kernel_hint_design.md","design/memory_optimization.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/mkl/mkldnn_fluid.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/profiler.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/support_new_device.md","design/switch_kernel.md","design/tensor_array.md","design/var_desc.md","faq/build_and_install/index_cn.rst","faq/cluster/index_cn.rst","faq/index_cn.rst","faq/local/index_cn.rst","faq/model/index_cn.rst","faq/parameter/index_cn.rst","getstarted/build_and_install/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/pip_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/cpu_profiling.md","howto/optimization/cpu_profiling_cn.md","howto/optimization/gpu_profiling_cn.rst","howto/read_source.md","howto/usage/capi/compile_paddle_lib_cn.md","howto/usage/capi/index_cn.rst","howto/usage/capi/organization_of_the_inputs_cn.md","howto/usage/capi/workflow_of_capi_cn.md","howto/usage/cluster/cluster_train_cn.md","howto/usage/cluster/fabric_cn.md","howto/usage/cluster/k8s_aws_cn.md","howto/usage/cluster/k8s_cn.md","howto/usage/cluster/k8s_distributed_cn.md","howto/usage/cluster/openmpi_cn.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.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","index_cn.rst","mobile/cross_compiling_for_android_cn.md","mobile/cross_compiling_for_ios_cn.md","mobile/cross_compiling_for_raspberry_cn.md","mobile/index_cn.rst","survey/cluster_bootstrapping_tools.md"],objects:{"paddle.v2":{image:[15,1,0,"-"]},"paddle.v2.fluid":{regularizer:[27,1,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,0,1,""],states:[18,0,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[27,2,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,3,1,""],center_crop:[15,3,1,""],left_right_flip:[15,3,1,""],load_and_transform:[15,3,1,""],load_image:[15,3,1,""],load_image_bytes:[15,3,1,""],random_crop:[15,3,1,""],resize_short:[15,3,1,""],simple_transform:[15,3,1,""],to_chw:[15,3,1,""]}},objnames:{"0":["py","attribute","Python \u5c5e\u6027"],"1":["py","module","Python \u6a21\u5757"],"2":["py","class","Python \u7c7b"],"3":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:attribute","1":"py:module","2":"py:class","3":"py:function"},terms:{"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"00186201e":4,"00m":119,"01org":93,"03m":119,"0424m":119,"0473v3":9,"04\u4ee5\u4e0a":102,"04\u4ee5\u53camaco":104,"055ee37d":127,"0630u":119,"06u":119,"0810u":119,"08823112e":4,"0957m":119,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":134,"0\u5c42\u5e8f\u5217":105,"0_cudnn5":99,"0_cudnn5_avx_mkl":[100,102],"0_cudnn7_avx_mkl":102,"0ab":8,"0rc1":85,"0rc2":85,"0x10f256d50":59,"0x7ffe4de00110":59,"100gi":127,"100m":96,"10g":43,"1150u":119,"11\u5b9e\u73b0\u4e86c":69,"11e6":128,"12194102e":4,"124n":119,"12\u4ee5\u4e0a":102,"12\u64cd\u4f5c\u7cfb\u7edf":93,"12gb":63,"13m":128,"1490u":119,"14\u7248\u672c\u4ee5\u4e0a\u7684":140,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":136,"15501715e":4,"1550u":119,"15\u884c":106,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":98,"16u":119,"173n":119,"1770u":119,"18ad":127,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":128,"197u":119,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":99,"1\u7684\u5c42\u4e4b\u5916":136,"1\u7a00\u758f\u6570\u636e":112,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":136,"1st":22,"210u":119,"211839e770f7b538e2d8":9,"215n":119,"228u":119,"2520u":119,"25639710e":4,"2680u":119,"26\u884c":106,"27787406e":4,"279n":119,"27m":119,"285m":119,"2863m":119,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":2,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":2,"28m":119,"2977m":119,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":98,"2\u4e2a\u5b50\u5e8f\u5217":123,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":129,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":136,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":129,"2cbf7385":127,"2nd":22,"302n":119,"30u":119,"32777140e":4,"328n":119,"32u":119,"32x32":14,"331n":119,"3320u":119,"36540484e":4,"365e":127,"36u":119,"3710m":119,"3768m":119,"387u":119,"38u":119,"3920u":119,"39u":119,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":102,"3\u53f7gpu":96,"4035m":119,"4090u":119,"4096mb":134,"4279m":119,"43630644e":4,"43u":119,"448a5b355b84":128,"4560u":119,"4563m":119,"45u":119,"4650u":119,"4726m":119,"473m":128,"48565123e":4,"48684503e":4,"49316648e":4,"4\u4e2a\u5e8f\u5217\u7684\u957f\u5ea6\u5206\u522b\u4e3a":123,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":98,"4gb":134,"500m":96,"50bd":127,"50gi":127,"51111044e":4,"514u":119,"525n":119,"526u":119,"53018653e":4,"536u":119,"5460u":119,"5470u":119,"54u":119,"5690m":119,"573u":119,"578n":119,"5798m":119,"586u":119,"58s":128,"5969m":119,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":102,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":102,"5_cudnn5_avx_mkl":102,"5_cudnn5_avx_openbla":[102,104],"6080u":119,"6140u":119,"6305m":119,"639u":119,"64\u5e73\u53f0\u4e3a\u4f8b":138,"64m":67,"655u":119,"6780u":119,"6810u":119,"682u":119,"6970u":119,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":119,"6\u4ee5\u4e0a":[102,104],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":102,"6ce9":127,"704u":119,"70634608e":4,"7090u":119,"72296313e":4,"72u":119,"73u":119,"75u":119,"760u":119,"767u":119,"783n":119,"784u":119,"78m":119,"7\u4ee5\u4e0a":138,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":102,"7\u4ee5\u4e0b":138,"7\u548cpip":93,"7\u7248\u672c\u5f00\u59cb":138,"7\u7cfb\u5217":102,"7eamaa":14,"7kb":128,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":115,"8250u":119,"8300u":119,"830n":119,"849m":119,"85625684e":4,"861u":119,"8661m":119,"892m":119,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":98,"901n":119,"90u":119,"918u":119,"9247m":119,"924n":119,"9261m":119,"93137714e":4,"9330m":119,"94u":119,"9530m":119,"96644767e":4,"983m":119,"988u":119,"997u":119,"99982715e":4,"99u":119,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9a235":139,"9f18":128,"\u4e00":106,"\u4e00\u4e2a":123,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":105,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":105,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":113,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":51,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d":128,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":105,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":105,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":105,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":108,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":105,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":105,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":105,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":105,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":108,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":108,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":108,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":140,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":96,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":119,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":105,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":105,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":36,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":112,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":112,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":112,"\u4e00\u4e2a\u8f93\u51fa\u6570\u636e\u540c\u6837\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":123,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":113,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":98,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":51,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":134,"\u4e00\u4e2agradientmachine\u7c7b\u7684\u5bf9\u8c61\u7ba1\u7406\u7740\u4e00\u7ec4\u8ba1\u7b97\u5c42":124,"\u4e00\u4e2alabel":106,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":109,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":51,"\u4e00\u4e9b\u60c5\u51b5\u4e3a\u4e86\u4fbf\u4e8e\u53d1\u5e03":124,"\u4e00\u4eba":106,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":108,"\u4e00\u53f0\u7535\u8111":110,"\u4e00\u65e9":106,"\u4e00\u662fbatch":96,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":110,"\u4e00\u6b21\u6027\u676f\u5b50":106,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u7ef4\u6570\u7ec4":[123,124],"\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":123,"\u4e00\u81f4":[105,106],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":85,"\u4e00\u822c\u4ece":111,"\u4e00\u822c\u5728paddlepaddle\u4e2d":106,"\u4e00\u822c\u60c5\u51b5\u4e0b":1,"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":2,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":98,"\u4e00\u822c\u6765\u8bf4":109,"\u4e00\u822c\u7531mkl":65,"\u4e00\u822c\u8868\u793a":106,"\u4e00\u822c\u8bbe\u7f6e":98,"\u4e00\u8282":124,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,103],"\u4e0a":111,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":140,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":51,"\u4e0a\u4f20\u65b9\u6cd5":85,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":125,"\u4e0a\u56fe\u4e2d\u7684":123,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":106,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":129,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":51,"\u4e0a\u7f16\u8bd1\u5f88\u6162":110,"\u4e0a\u7f51":106,"\u4e0a\u8fd0\u884c":138,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":98,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":100,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":110,"\u4e0a\u8ff0\u7684":97,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":119,"\u4e0a\u8ff0paddlepaddl":85,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":113,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":113,"\u4e0b":[113,115],"\u4e0b\u4e00\u4e2awheel\u5305\u9700\u8981\u66f4\u65b0\u7248\u672c\u53f7\u624d\u53ef\u4ee5\u4e0a\u4f20":85,"\u4e0b\u4f1a\u770b\u5230\u5982\u4e0b\u76ee\u5f55\u7ed3\u6784":121,"\u4e0b\u540c":98,"\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":119,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":112,"\u4e0b\u56fe\u662fcsr\u5b58\u50a8\u7a00\u758f\u77e9\u9635\u7684\u793a\u610f\u56fe":123,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":37,"\u4e0b\u627e\u5230":121,"\u4e0b\u62c9\u6846\u4e2d\u627e\u5230\u751f\u6210\u76843\u4e2a\u4e8c\u8fdb\u5236\u6587\u4ef6":85,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":108,"\u4e0b\u6587\u4f1a\u8be6\u7ec6\u8fdb\u884c\u4ecb\u7ecd":123,"\u4e0b\u6587\u4f7f\u7528":129,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":128,"\u4e0b\u6587\u8be6\u7ec6\u89e3\u91ca":123,"\u4e0b\u6b21":106,"\u4e0b\u7684":[124,129],"\u4e0b\u8868\u5217\u51fa\u4e86python\u7aef\u8bad\u7ec3\u63a5\u53e3\u66b4\u9732\u7684\u6570\u636e\u7c7b\u578b":123,"\u4e0b\u8f7d":51,"\u4e0b\u8f7d\u5230\u672c\u5730":51,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":128,"\u4e0b\u8f7d\u5f97\u5230":85,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":100,"\u4e0b\u8f7dgpu\u7248\u672c":100,"\u4e0b\u9762":124,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":119,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":113,"\u4e0b\u9762\u4ee5":125,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":113,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":114,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":69,"\u4e0b\u9762\u5217\u51fa\u4e86":109,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":112,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":129,"\u4e0b\u9762\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u6570\u636e\u5230docker":128,"\u4e0b\u9762\u662f":113,"\u4e0b\u9762\u662f\u5bf9":113,"\u4e0b\u9762\u662fc":124,"\u4e0b\u9762\u7684\u4ee3\u7801\u5c06\u968f\u673a\u751f\u6210\u7684\u77e9\u9635\u8f6c\u5316\u4e3a\u53ef\u4ee5\u88abpaddlepaddle\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570":98,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u4ecegithub\u62c9\u53d6\u6700\u65b0\u4ee3\u7801":121,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u4e00\u4e2a\u9ad8\u5ea6\u4e3a1":123,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u4e00\u4e2acpu\u4e0a\u7684\u4e8c\u503c\u7a00\u758f\u77e9\u9635":123,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u542b\u6709\u4e09\u4e2a\u5143\u7d20":123,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5728\u521b\u5efa\u4e86\u4e00\u4e2acpu\u4e0a\u7684\u5e26\u5143\u7d20\u503c\u7684\u7a00\u758f\u77e9\u9635":123,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":112,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":113,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":112,"\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":103,"\u4e0b\u9762\u8be6\u7ec6\u89e3\u91ca\u4ec0\u4e48\u662f":123,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":105,"\u4e0d":106,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":2,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":51,"\u4e0d\u4ec5\u8981\u63d0\u4f9b\u6bcf\u4e00\u4e2a\u5916\u5c42\u5e8f\u5217\u5728\u6574\u4e2a":123,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":110,"\u4e0d\u4f1a\u518d\u4ece":96,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":110,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":68,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":112,"\u4e0d\u4f7f\u7528c":68,"\u4e0d\u4f7f\u7528swig":68,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":113,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":113,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":113,"\u4e0d\u53ef\u4ee5\u66f4\u6539":85,"\u4e0d\u53ef\u518d\u8fdb\u884c\u62c6\u5206":123,"\u4e0d\u540c":65,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":97,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":113,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":134,"\u4e0d\u540c\u5e8f\u5217\u53ef\u80fd\u4f1a\u542b\u6709\u4e0d\u540c\u6570\u76ee\u4e2a\u5143\u7d20":123,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":109,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":68,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":96,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":129,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,103],"\u4e0d\u540c\u8ba1\u7b97\u5c42\u5bf9\u7a7a\u8f93\u5165\u7684\u5904\u7406\u7b56\u7565\u6709\u53ef\u80fd\u4e0d\u540c":123,"\u4e0d\u540c\u8bbe\u5907":113,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":68,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":108,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":108,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":106,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":114,"\u4e0d\u5728":69,"\u4e0d\u5bb9\u6613\u51fa\u9519":51,"\u4e0d\u5c11":106,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":68,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":68,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":108,"\u4e0d\u6307\u5b9a\u65f6":108,"\u4e0d\u652f\u6301":123,"\u4e0d\u652f\u6301\u5e8f\u5217\u957f\u5ea6\u4e3a":123,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,103],"\u4e0d\u662f\u771f\u6b63\u7684layer":97,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":97,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":68,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":111,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":37,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":2,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":113,"\u4e0d\u80fd\u592a\u968f\u610f":111,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":111,"\u4e0d\u8981\u5728\u6ce8\u91cd\u6027\u80fd\u7684\u8bad\u7ec3\u573a\u666f\u4e0b\u4f7f\u7528":96,"\u4e0d\u8bba\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u5728\u5185\u5b58\u4e2d\u5360\u7528\u591a\u5c11\u5b9e\u9645\u5b58\u50a8\u7a7a\u95f4":123,"\u4e0d\u8bba\u6570\u636e\u57df\u662f":123,"\u4e0d\u8bba\u662f\u4e00\u7ef4\u6574\u578b\u6570\u7ec4\u8fd8\u662f\u4e8c\u7ef4\u6d6e\u70b9\u6570\u77e9\u9635":123,"\u4e0d\u8bba\u662f\u5355\u5c42\u5e8f\u5217\u8fd8\u662f\u53cc\u5c42\u5e8f\u5217\u7684\u5e8f\u5217\u4fe1\u606f":123,"\u4e0d\u8fc7":106,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":110,"\u4e0d\u8fdc":106,"\u4e0d\u9519":106,"\u4e0d\u9700\u5728\u4f7f\u7528c":124,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":110,"\u4e0d\u9700\u8981\u63d0\u4f9b\u5143\u7d20\u503c":123,"\u4e0d\u9700\u8981\u8bbe\u7f6e":138,"\u4e0e":[65,113,118,129],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":51,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":65,"\u4e0e\u5176\u5b83":124,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":85,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":106,"\u4e0e\u53ef\u80fd\u6709\u7684":85,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":125,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":118,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":98,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":126,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":129,"\u4e0e\u8c03\u4f18":118,"\u4e0e\u8f93\u5165\u4e0d\u540c\u7684\u662f":124,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":96,"\u4e0ebatch":64,"\u4e0ejob":129,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":113,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":113,"\u4e0epython\u4e0d\u540c":118,"\u4e14":106,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":111,"\u4e14\u4f7f\u7528":121,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":68,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":118,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,103],"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":106,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":69,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":68,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":68,"\u4e24":106,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":115,"\u4e24\u4e2a\u5d4c\u5957\u7684":108,"\u4e24\u4e2a\u64cd\u4f5c":119,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":106,"\u4e24\u4e2a\u90e8\u5206":115,"\u4e24\u4e2a\u9690\u5c42\u7684\u7b80\u5355\u5168\u8fde\u63a5\u7f51\u7edc":124,"\u4e24\u6b21":123,"\u4e24\u79cd\u5e38\u7528\u7684\u6a21\u578b\u52a0\u8f7d\u65b9\u5f0f":124,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":96,"\u4e24\u79cdblas\u5e93":99,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":96,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":85,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":96,"\u4e2a\u6027\u5316\u63a8\u8350":85,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":134,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":134,"\u4e2d":[64,65,68,69,96,112,113,114,118,123,129],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":111,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":125,"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":65,"\u4e2d\u4f20\u5165\u53c2\u6570":125,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":125,"\u4e2d\u5143\u7d20\u4e2a\u6570\u603b\u662f\u7b49\u4e8e\u884c\u6570":123,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":96,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":106,"\u4e2d\u5199\u5165json\u5185\u5bb9":36,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":140,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":138,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":138,"\u4e2d\u5305\u542bc":[138,140],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":111,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":111,"\u4e2d\u542b\u6709\u591a\u4e2a\u5e8f\u5217":123,"\u4e2d\u5b8c\u5168\u4e00\u81f4":68,"\u4e2d\u5b9a\u4e49":109,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":108,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":65,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":69,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":64,"\u4e2d\u5f15\u5165\u7684":64,"\u4e2d\u6253\u5370\u5176\u503c":96,"\u4e2d\u6307\u5b9a":134,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":136,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":65,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":114,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":99,"\u4e2d\u64cd\u4f5c":123,"\u4e2d\u6587\u6587\u6863":115,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":115,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":106,"\u4e2d\u6839\u636e":64,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":96,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":129,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":134,"\u4e2d\u6dfb\u52a0":64,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":65,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":113,"\u4e2d\u7528\u4e8e\u5b58\u50a8\u6570\u636e\u7684":124,"\u4e2d\u7684":[114,124],"\u4e2d\u7684\u4e00\u884c":[2,111],"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":125,"\u4e2d\u7684\u504f\u79fb":123,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":111,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":85,"\u4e2d\u7684\u76f8\u5173\u811a\u672c":124,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u7684\u8d77\u59cb\u504f\u79fb":123,"\u4e2d\u83b7\u53d6":129,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":126,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":112,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":113,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":37,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":109,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":96,"\u4e3a":[2,64,65,109,113,123,138,139,140],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":113,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":111,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":112,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":100,"\u4e3a\u4e86\u51cf\u5c11\u751f\u6210\u94fe\u63a5\u5e93\u7684\u5927\u5c0f\u628a":121,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":112,"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":65,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":51,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":110,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":108,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":111,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":69,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":65,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":64,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":118,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":138,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":119,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[138,139],"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":65,"\u4e3a\u4ec0\u4e48\u7528":110,"\u4e3a\u4f7f\u7528c":124,"\u4e3a\u4f8b":[97,113],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":113,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":98,"\u4e3a\u5b83\u4eec\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f\u5c06\u53d8\u6210\u5e8f\u5217\u8f93\u5165":123,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":100,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":119,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":126,"\u4e3a\u6b64":128,"\u4e3a\u6bcf\u4e00\u4e2a":[123,124],"\u4e3a\u6bcf\u4e00\u4e2a\u8f93\u5165":[123,124],"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":113,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":112,"\u4e3aconst\u51fd\u6570":113,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":112,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":134,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":51,"\u4e3b\u8981\u5305\u62ec":65,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":65,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":103,"\u4e3b\u8981\u539f\u56e0":106,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":96,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u7528\u4e8epython":113,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":65,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":98,"\u4e3e\u4f8b":96,"\u4e3e\u4f8b\u8bf4\u660e":106,"\u4e4b\u524d":111,"\u4e4b\u540e":[103,112],"\u4e4b\u540e\u4f7f\u7528":112,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":112,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":115,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":112,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":99,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":69,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":110,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":108,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":112,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":118,"\u4e58\u9664\u7b49\u65f6\u5019":96,"\u4e5f":106,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":68,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":108,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":69,"\u4e5f\u4e0d\u751f\u6210":69,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":97,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":110,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":111,"\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u955c\u50cf":85,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":115,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":108,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":125,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":115,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":119,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":129,"\u4e5f\u53ef\u5199\u6210":113,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":139,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":138,"\u4e5f\u5c31\u662f":111,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":110,"\u4e5f\u5c31\u662f\u7a7a\u8f93\u5165":123,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":111,"\u4e5f\u5c31\u662f\u8bf4":[123,134,136],"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":65,"\u4e5f\u5c31\u662fpaddlepaddle\u4e2d\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":123,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":129,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":119,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":106,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":108,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":93,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":68,"\u4e7e":106,"\u4e86":[106,110],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":118,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":119,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":109,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":109,"\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":123,"\u4e8c\u7ef4\u6d6e\u70b9\u6570\u77e9\u9635":123,"\u4e8c\u7ef4\u77e9\u9635":124,"\u4e8c\u7ef4\u77e9\u9635\u53ef\u4ee5\u8868\u793a\u884c\u5411\u91cf\u548c\u5217\u5411\u91cf":123,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":106,"\u4e8e\u662f":123,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":118,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":118,"\u4e94\u661f\u7ea7":106,"\u4ea4\u4e92\u7684\u65b9\u6cd5":118,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":138,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":138,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":138,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":139,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":139,"\u4ea4\u53c9\u7f16\u8bd1raspberri":140,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":138,"\u4ea4\u901a":106,"\u4ea4\u901a\u4fbf\u5229":106,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[138,139],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":100,"\u4eba\u8138\u8bc6\u522b":37,"\u4ec0\u4e48\u662f":110,"\u4ec5\u4ec5\u4f7f\u7528":68,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":65,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":112,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":112,"\u4ec5\u652f\u6301\u6574\u578b\u503c":123,"\u4ec5\u7528\u4e8e\u5b58\u50a8\u6574\u578b\u503c":124,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":129,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":138,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":125,"\u4ece":[85,94,119],"\u4ece0\u5230num":134,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":125,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":108,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":119,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":98,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":106,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":139,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":138,"\u4ece\u6e90\u7801\u7f16\u8bd1":101,"\u4ece\u78c1\u76d8\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":124,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":36,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":112,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":94,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":64,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8bed\u4e49\u4e0a\u770b":108,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":125,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":106,"\u4ececmake":138,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":36,"\u4ecestart":134,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":111,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":69,"\u4ed6\u4eec\u5206\u522b\u662f":106,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":110,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":106,"\u4ed6\u662f\u5c06":69,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":68,"\u4ee3\u66ff":129,"\u4ee3\u7801\u4e2d9":106,"\u4ee3\u7801\u53c2\u8003":125,"\u4ee3\u7801\u5982\u4e0b":[96,97,98,109],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":111,"\u4ee3\u7801\u7247\u6bb5\u5982\u4e0b":123,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":68,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":118,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":[113,124],"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":129,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":65,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":37,"\u4ee3\u8868shard\u7684index":37,"\u4ee5":97,"\u4ee5\u4e0a":[111,138],"\u4ee5\u4e0a\u4e24\u79cd\u65b9\u5f0f\u53ea\u9700\u9009\u62e9\u5176\u4e00\u5373\u53ef":124,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":37,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":37,"\u4ee5\u4e0b":37,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":109,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":110,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":100,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":130,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":111,"\u4ee5\u4e0b\u7b80\u79f0rnn":64,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":100,"\u4ee5\u4f7f\u7528":138,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":98,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":51,"\u4ee5\u4fbf\u83b7\u5f97\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u548c\u83b7\u53d6\u73af\u5883\u53d8\u91cf\u914d\u7f6e":125,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":112,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":112,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":110,"\u4ee5\u53ca":[64,110,112,123],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":109,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":110,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":105,"\u4ee5\u53ca\u5982\u4f55\u89e3\u6790\u795e\u7ecf\u7f51\u7edc\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u7ed3\u679c":123,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":140,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":113,"\u4ee5\u53ca\u7b2c\u4e09\u65b9\u4f9d\u8d56\u94fe\u63a5\u5e93\u548c\u5934\u6587\u4ef6":121,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":108,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":112,"\u4ee5\u53caandroid":138,"\u4ee5\u53cagcc":99,"\u4ee5\u53canumpi":37,"\u4ee5\u53carelu":112,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":138,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":139,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":65,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":1,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[138,139,140],"\u4ee5\u793a\u533a\u5206":[64,65],"\u4ee5\u8f93\u51fa":96,"\u4ee5\u9017\u53f7\u95f4\u9694":134,"\u4ee5\u907f\u514d\u94fe\u63a5\u4e0d\u5fc5\u8981\u7684\u5e93":121,"\u4ee5eigentensor\u4e3a\u4f8b":114,"\u4ee5embedding\u5c42\u4e3a\u4f8b":98,"\u4ee5lstm\u4e3a\u4f8b":97,"\u4ef7\u683c":106,"\u4efb\u4f55\u65f6\u5019\u5982\u679c\u9700\u8981\u6d6e\u70b9\u578b\u6570\u7ec4":123,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":126,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":125,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":106,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":36,"\u4f18\u5316\u524d":64,"\u4f18\u5316\u540e":64,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":112,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":118,"\u4f1a\u4ee5":[64,65],"\u4f1a\u4f7f\u7528":124,"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":64,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":65,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":129,"\u4f1a\u5171\u4eab\u53c2\u6570":98,"\u4f1a\u5173\u8054\u53c2\u6570":97,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":125,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":134,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":106,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":129,"\u4f1a\u5728":[65,115],"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":115,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":65,"\u4f1a\u5927\u4e0d\u76f8\u540c":125,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":96,"\u4f1a\u5bf9\u8bad\u7ec3\u6027\u80fd\u9020\u6210\u5f71\u54cd":96,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":108,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":68,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":108,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":96,"\u4f1a\u5f15\u5165":65,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":108,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":118,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":2,"\u4f1a\u628a\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u5206\u522b\u5206\u5272\u6210\u591a\u4e2a\u6587\u4ef6":125,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":65,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":96,"\u4f1a\u62a5\u9519":108,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":1,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":2,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":65,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":64,"\u4f1a\u72ec\u7acb\u62e5\u6709\u4e00\u4efd\u8bad\u7ec3\u597d\u7684\u6a21\u578b":124,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":118,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":68,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":112,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":65,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":111,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":99,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":65,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":129,"\u4f1a\u88ab":125,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":108,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":108,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":37,"\u4f1a\u901a\u8fc7\u5224\u6570\u636e\u662f\u5426\u9644\u5e26\u6709\u5e8f\u5217\u4fe1\u606f\u6765\u5224\u65ad\u4e00\u4e2a\u5411\u91cf":123,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":111,"\u4f20\u5165":[2,37],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":4,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":4,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":98,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":134,"\u4f46":69,"\u4f46\u4e0d\u66b4\u9732":69,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":112,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":134,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":106,"\u4f46\u53ef\u4ee5\u83b7\u53d6":96,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":106,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":108,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":99,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":85,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":106,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":96,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":85,"\u4f46\u662f":[96,106],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":69,"\u4f46\u662f\u5728mkl":65,"\u4f46\u662f\u5728paddlepaddle\u4e2d":65,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":133,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":106,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":125,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":111,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":65,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":136,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":65,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":96,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":110,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":68,"\u4f46\u662f\u8c03\u8bd5python\u4e2d\u4f7f\u7528\u7684\u52a8\u6001\u94fe\u63a5\u5e93\u4e0e\u76f4\u63a5\u8c03\u8bd5\u539f\u59cb\u4e8c\u8fdb\u5236\u76f8\u6bd4\u589e\u52a0\u4e86\u5f88\u591a\u590d\u6742\u5ea6":118,"\u4f46\u662fbatch":96,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,103],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,103],"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":102,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":113,"\u4f46eigen":114,"\u4f4d\u7f6e":106,"\u4f4f":106,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":106,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":109,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":113,"\u4f5c\u4e3a\u53c2\u6570\u7684id":98,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":65,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":37,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":108,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":68,"\u4f5c\u4e3a\u7edf\u8ba1\u7684\u57fa\u672c\u5355\u4f4d":123,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":99,"\u4f5c\u4e3a\u8c03\u7528":124,"\u4f5c\u4e3a\u8f93\u5165":123,"\u4f5c\u4e3a\u8f93\u51fa":109,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":106,"\u4f5c\u7528":105,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":136,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":115,"\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":112,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":136,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":112,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":112,"\u4f7f\u4e4b\u53d8\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8f93\u5165":123,"\u4f7f\u4e4b\u53d8\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":123,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":93,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":112,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":125,"\u4f7f\u7528":[65,69,85,96,97,98,106,108,109,112,118,119,121,123,124,134,138],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":136,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":136,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":136,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":136,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":112,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":96,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":128,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":37,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":115,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":98,"\u4f7f\u7528\u4ee5\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":103,"\u4f7f\u7528\u52a8\u6001\u5e93":68,"\u4f7f\u7528\u53c2\u6570":[99,125],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":36,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":138,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":96,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":96,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":109,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":118,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":129,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":128,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":113,"\u4f7f\u7528\u6587\u6863":113,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":96,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":69,"\u4f7f\u7528\u6848\u4f8b":135,"\u4f7f\u7528\u6d41\u7a0b":122,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":125,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":65,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":69,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":134,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":108,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":134,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":134,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":98,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":36,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":[106,124],"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":112,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":68,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":[69,121],"\u4f7f\u7528c99\u505a\u63a5\u53e3":68,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":68,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":68,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":134,"\u4f7f\u7528cmake\u7684\u8bdd":118,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":136,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":136,"\u4f7f\u7528docker":100,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":100,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":101,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":110,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":115,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":99,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":138,"\u4f7f\u7528init":136,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":106,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":106,"\u4f7f\u7528model":136,"\u4f7f\u7528openblas\u7684\u955c\u50cf":100,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":138,"\u4f7f\u7528paddlepaddl":[121,124],"\u4f7f\u7528pip\u5b89\u88c5":101,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":134,"\u4f7f\u7528regress":85,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":68,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":68,"\u4f7f\u7528void":68,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":98,"\u4f86":106,"\u4f8b\u5982":[2,37,68,69,85,96,97,99,103,106,109,112,119,123,129,133,134,136],"\u4f8b\u5982\u4e0b\u56fe\u4e2d":118,"\u4f8b\u5982\u4e0b\u9762\u4ee3\u7801":96,"\u4f8b\u5982\u4e5f\u53ef\u5728\u7a0b\u5e8f\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u518d\u52a0\u8f7d\u53e6\u5916\u4e00\u4e2a\u6a21\u578b":124,"\u4f8b\u5982\u4f7f\u7528":96,"\u4f8b\u5982\u542b\u6709\u591a\u4e2a\u901a\u9053\u7684\u56fe\u7247":123,"\u4f8b\u5982\u5728deepspeech2":64,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":68,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":68,"\u4f8b\u5982\u5bf9\u4e8epython":68,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":106,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":106,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":106,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":96,"\u4f8b\u5982c":68,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":68,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":129,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":68,"\u4f8b\u5982python\u7684":68,"\u4f8b\u5982rnn":64,"\u4f8b\u5982sigmoid":112,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":125,"\u4f8b\u5b50\u4e2d\u662f":112,"\u4f8b\u5b50\u4e2d\u662f0":112,"\u4f8b\u5b50\u4e2d\u662f100":112,"\u4f8b\u5b50\u4e2d\u662f4096":112,"\u4f8b\u5b50\u4e2d\u662f8192":112,"\u4f8b\u5b50\u4e2d\u662ffc":112,"\u4f8b\u5b50\u4e2d\u662fsoftmax":112,"\u4f9bpaddlepaddle\u52a0\u8f7d":134,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":113,"\u4f9d\u6b21\u7c7b\u63a8":85,"\u4f9d\u8d56":[99,102],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":100,"\u4f9d\u8d56libpython2":99,"\u4fbf\u5229":106,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":106,"\u4fbf\u5b9c":106,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":68,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":134,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":98,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":134,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":134,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":111,"\u4fdd\u8bc1\u4f7f\u7528gpu\u8bad\u7ec3\u65f6\u4e5f\u53ef\u4ee5\u83b7\u5f97":96,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":126,"\u4fe1\u606f":123,"\u4fee\u590d\u6240\u6709bug\u540e":85,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":85,"\u4fee\u6539":[65,85,128],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":128,"\u4fee\u6539\u6210":85,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":119,"\u4fee\u6539\u6587\u6863":116,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[106,111],"\u503c\u5f97\u6df1\u5165\u5206\u6790":119,"\u503c\u7c7b\u578b":136,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":98,"\u5047\u8bbe":112,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":100,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":112,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":96,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":112,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":114,"\u505a\u53ea\u8bfb\u6302\u8f7d":37,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":85,"\u505a\u63a5\u53e3":68,"\u505a\u68af\u5ea6\u68c0\u6d4b":113,"\u505a\u68c0\u67e5":113,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":36,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":134,"\u505c\u7535":106,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":118,"\u5143\u7d20":105,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u5e8f\u5217\u6240\u643a\u5e26\u7684\u91cd\u8981\u4fe1\u606f":123,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":105,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":64,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":65,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":118,"\u5148\u5378\u8f7d\u4e4b\u524d\u7684\u7248\u672c":99,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":64,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":69,"\u5148\u627e\u51fa\u53c2\u6570":97,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":93,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":118,"\u514b\u9686\u4e0b\u9762":140,"\u5168\u5bb6":106,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":112,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":112,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":112,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":112,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":112,"\u516c\u5f0f":100,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":113,"\u5171\u4eab\u5185\u5b58":65,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":64,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":113,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":129,"\u5173\u4e8e\u4ec0\u4e48\u662f":123,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":113,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":106,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":111,"\u5173\u4e8eavx":100,"\u5173\u4e8eeigen":114,"\u5173\u4e8elstm":97,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":129,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":103,"\u5173\u4e8eunbound":108,"\u5173\u952e\u8bcd\u5305\u62ec":111,"\u5176\u4e2d":[2,68,85,96,98,103,109,112,118,138,140],"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":125,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":139,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":139,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":139,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":1,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":105,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":2,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":134,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":134,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":4,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":103,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":114,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":110,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":96,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":96,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":69,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":136,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":85,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":99,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[138,139],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":109,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":112,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u547d\u4ee4\u5982\u4e0b":118,"\u5176\u5b83\u53ef\u9009\u7f16\u8bd1\u9009\u9879\u6309\u9700\u8fdb\u884c\u8bbe\u5b9a":121,"\u5176\u5b83layer\u7684\u8f93\u51fa":108,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":96,"\u5176\u6b21":[2,106],"\u5176\u8bf4\u660e\u5982\u4e0b":106,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":64,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":109,"\u5176name\u7531\u53c2\u6570":97,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[69,96],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":110,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":69,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,96,112],"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":65,"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":108,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[64,65],"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":119,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":93,"\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b":93,"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":65,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":93,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,69,111],"\u5177\u4f53\u8bf7\u89c1":111,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":106,"\u5185":109,"\u5185\u5b58":119,"\u5185\u5b58\u4e0d\u8db3":94,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":134,"\u5185\u5bb9":113,"\u5185\u5bb9\u5982\u4e0b":128,"\u5185\u5c42\u5e8f\u5217\u5728":123,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":106,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":129,"\u5185\u7f6e\u7684":124,"\u5185\u90e8":[124,129],"\u5185\u90e8\u5b58\u50a8":65,"\u5185\u90e8\u7531":[123,124],"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":68,"\u518d\u4ee5":113,"\u518d\u505a\u4e00\u5b9a\u7684reshap":97,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":98,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":68,"\u518d\u57fa\u4e8e":85,"\u518d\u5b89\u88c5":[93,102],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":106,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":106,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":106,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":125,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":118,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":64,"\u518d\u6307\u5b9a":99,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":118,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":119,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":118,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":112,"\u518d\u901a\u8fc7\u51fd\u6570":129,"\u518d\u91cd\u65b0\u5b89\u88c5":99,"\u5199\u4ee3\u7801":68,"\u5199\u5165\u5feb\u7167\u6570\u636e":36,"\u5199\u5165\u6587\u4ef6\u4e2d":124,"\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":112,"\u5199\u7684":118,"\u51c6\u5907":106,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":125,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":130,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":125,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b\u548c":124,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b\u90e8\u5206":124,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":96,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":96,"\u51cf\u5c0fbatch":96,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":125,"\u51fa\u53bb\u73a9":106,"\u51fa\u5dee":106,"\u51fa\u6765":106,"\u51fa\u73b0":93,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":98,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":97,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[93,102],"\u51fd\u6570":[2,64,65,109,112,118,119,123],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":113,"\u51fd\u6570\u5047\u8bbe":109,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":119,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":37,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":108,"\u51fd\u6570\u540d":118,"\u51fd\u6570\u540d\u4e3a":69,"\u51fd\u6570\u547d\u540d":68,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":113,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":118,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":112,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":112,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":108,"\u51fd\u6570\u603b\u65f6\u95f4":118,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":112,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":119,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":4,"\u51fd\u6570\u7684":2,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":112,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":112,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":118,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":118,"\u51fd\u6570\u80fd\u591f\u5c06\u4f7f\u7528":124,"\u51fd\u6570\u91cc\u5b9e\u73b0":113,"\u5206\u4e3a":124,"\u5206\u522b\u4e3a\u6570\u636e\u8f93\u5165\u6dfb\u52a0\u5916\u5c42\u5e8f\u5217\u548c\u5185\u5c42\u5e8f\u5217\u7684\u5e8f\u5217\u4fe1\u606f":123,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":108,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":65,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":106,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":108,"\u5206\u522b\u5bf9\u5e94capi":85,"\u5206\u522b\u662f":105,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":109,"\u5206\u522b\u662fsentences\u548clabel":106,"\u5206\u522b\u662fwords\u548clabel":106,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":112,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":106,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":36,"\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u901a\u5e38\u4f1a\u901a\u8fc7api\u6216\u8005\u73af\u5883\u53d8\u91cf\u63d0\u4f9b\u4efb\u52a1\u8fd0\u884c\u9700\u8981\u7684\u53c2\u6570":125,"\u5206\u5e03\u5f0f\u8bad\u7ec3":116,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":125,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[85,111],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":85,"\u5206\u652f\u4e0a":111,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":111,"\u5206\u652f\u4e2d":85,"\u5206\u652f\u4e3a\u5f00\u53d1":85,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":85,"\u5206\u652f\u4e3a\u7a33\u5b9a":85,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":85,"\u5206\u652f\u5408\u5165":85,"\u5206\u652f\u5408\u5165master\u5206\u652f":85,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":85,"\u5206\u652f\u540d":111,"\u5206\u652f\u540d\u4e3a":85,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":85,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":85,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":113,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":85,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":85,"\u5206\u652f\u89c4\u8303":111,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":119,"\u5206\u7247":36,"\u5206\u7c7b\u4efb\u52a1\u4e2d\u7c7b\u522b\u6807\u7b7e":123,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":2,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":134,"\u5207\u6362\u5230":111,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":111,"\u5217\u5143\u7d20\u6392\u5217\u6210\u7684\u77e9\u5f62\u9635\u5217":123,"\u5217\u540d":118,"\u5217\u8868\u5982\u4e0b":[2,103],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":112,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":99,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":139,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":134,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":36,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":134,"\u5219\u53ef\u8bbe\u7f6e":[138,139,140],"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":125,"\u5219\u5ffd\u7565":36,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":134,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":36,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":2,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":119,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":134,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":69,"\u5219\u8bbe\u7f6e\u6210":[138,140],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":96,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":139,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":36,"\u5219\u9700\u8981\u5728\u672c\u673a\u5b89\u88c5\u4e0b\u9762\u7ae0\u8282\u5217\u51fa\u7684":99,"\u5219\u9700\u8981\u624b\u52a8\u62f7\u8d1d\u5c5e\u4e8e\u6bcf\u4e2atrainer\u8282\u70b9\u7684\u8bad\u7ec3\u6570\u636e\u5230\u5bf9\u5e94\u7684\u8282\u70b9\u4e0a":125,"\u521b\u5efa":[65,123,124],"\u521b\u5efa\u4e00\u4e2a":104,"\u521b\u5efa\u4e00\u4e2akubernet":129,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":111,"\u521b\u5efa\u6210\u529f\u540e":129,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":130,"\u521b\u5efa\u7a00\u758f\u77e9\u9635\u65f6\u9700\u8981\u663e\u793a\u5730\u6307\u5b9a\u77e9\u9635\u7684":123,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":112,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":112,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":134,"\u521d\u59cb\u5316\u7236\u7c7b":112,"\u521d\u59cb\u5316biases_":112,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":108,"\u5220\u9664":111,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":36,"\u5224\u65ad\u662f\u5426\u5b89\u88c5\u6210\u529f":139,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":96,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":96,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":108,"\u5229\u843d":106,"\u522b\u4eba\u5e2e\u4e86\u5fd9":111,"\u522b\u5fd8\u4e86":110,"\u5230":[36,93,109],"\u5230\u6307\u5b9a\u6587\u4ef6\u4e2d":124,"\u5230\u672c\u5730":111,"\u5230\u6b64":113,"\u5230\u7b2c\u4e8c\u6b65":85,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":129,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":129,"\u5237\u7259":106,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":129,"\u524d\u53f0":106,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":64,"\u524d\u5411\u4f20\u64ad":112,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":112,"\u524d\u5411\u548c\u540e\u5411":112,"\u524d\u5411\u8ba1\u7b97\u4e4b\u540epaddlepaddle\u5185\u90e8\u5df2\u7ecf\u5206\u914d":124,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":113,"\u524d\u8005\u5728":96,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":113,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":96,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":113,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":111,"\u524d\u9700\u8981\u5b89\u88c5":118,"\u524d\u9988":125,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":2,"\u529f\u80fd":51,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":85,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":112,"\u52a0\u5165":119,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":109,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":109,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":98,"\u52a0\u8f7d\u6a21\u578b\u53ef\u5176\u5b83\u591a\u79cd\u65b9\u5f0f":124,"\u52a0\u8f7d\u6a21\u578b\u9700\u540c\u65f6\u6307\u5b9a":124,"\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":124,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":98,"\u52a0\u8f7dtest":134,"\u52a0\u901f\u7f16\u8bd1":99,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":96,"\u52a8\u6001\u5e93":[68,121],"\u52a9\u624b":112,"\u5305":118,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":69,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":99,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":125,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":125,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":118,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":113,"\u5305\u62ec":[37,64,65,121,125,134],"\u5305\u62ec\u4e86\u7f16\u8bd1\u51fa\u7684paddlepaddle\u5934\u6587\u4ef6\u548c\u94fe\u63a5\u5e93":121,"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":96,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":36,"\u5305\u62ec\u751f\u6210cpu":99,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":103,"\u5305\u62ecbool":136,"\u5305\u62eclinux":138,"\u5305\u62ecmkl":65,"\u5305\u7684\u65b9\u6cd5\u662f":93,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":106,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":106,"\u5341\u4e00":106,"\u534e\u6da6\u4e07\u5bb6":106,"\u534f\u540c\u5b8c\u6210releas":85,"\u5355\u4e2a\u503c":37,"\u5355\u4f4d\u662fmb":134,"\u5355\u5143\u6d4b\u8bd5":[110,114],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":93,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":113,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":110,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":133,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":106,"\u5355\u53cc\u5c42rnn":107,"\u5355\u5c42":108,"\u5355\u5c42\u4e0d\u7b49\u957frnn":106,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":106,"\u5355\u5c42\u5e8f\u5217":[105,123],"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":105,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":105,"\u5355\u5c42\u6216\u53cc\u5c42":105,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":106,"\u5355\u5c42rnn":[106,108],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":106,"\u5355\u673acpu\u8bad\u7ec3":96,"\u5355\u673agpu\u8bad\u7ec3":96,"\u5355\u6b65\u51fd\u6570":109,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":109,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":109,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":109,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":113,"\u5355\u70b9\u6545\u969c":36,"\u5355\u7eaf\u7684":118,"\u5355\u8fdb\u5355\u51fa":108,"\u5360\u7528\u4e8617":118,"\u536b\u751f":106,"\u5373":[69,96,97,113,115,129],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":2,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":106,"\u5373\u4e0b\u8f7d\u5931\u8d25":93,"\u5373\u4e0d\u5141\u8bb8\u5728":113,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":106,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":106,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":106,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":106,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":106,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":106,"\u5373\u4f7f\u7528":[69,97],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":69,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":134,"\u5373\u4f7fc":69,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":69,"\u5373\u4fbf\u662f":110,"\u5373\u4fbf\u8bbe\u7f6e":93,"\u5373\u4fbfpaddl":69,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":108,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":109,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":106,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":108,"\u5373\u53ef":111,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":96,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":138,"\u5373\u53ef\u5728":140,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":102,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":100,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":118,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":118,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":106,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":96,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,103],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":69,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":106,"\u5373\u5c06nchw\u8f6c\u6362\u6210nhwc":97,"\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":106,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":114,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":108,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":106,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":105,"\u5373\u6574\u6570\u6570\u7ec4":106,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":106,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":106,"\u5373\u66b4\u9732":69,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":106,"\u5373\u7f51\u5361\u540d":129,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":65,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":96,"\u5373\u8bbe\u7f6e":96,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":100,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":68,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":98,"\u5373input":108,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":106,"\u5378\u8f7dpaddlepaddle\u5305":93,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":114,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":106,"\u539f\u56e0":[93,111],"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":93,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":111,"\u539f\u6765\u7684\u65b9\u6848":65,"\u53bb\u8fc7":106,"\u53c2\u6570":[2,6,7,8,9,10,11,13,14,15,18,21,22,23,24,26,29,68,96,110,112,124,129,133],"\u53c2\u6570\u4e3a":113,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":98,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":125,"\u53c2\u6570\u670d\u52a1\u5668":[125,133],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":125,"\u53c2\u6570\u670d\u52a1\u5668\u4e5f\u4e0d\u4f1a\u7b49\u5f85\u8ba1\u7b97\u8282\u70b9\u5168\u90e8\u90fd\u63d0\u4ea4\u68af\u5ea6\u4e4b\u540e\u624d\u5f00\u59cb\u4e0b\u4e00\u6b65":125,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":125,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":134,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":134,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":134,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":134,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":134,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":96,"\u53c2\u6570\u6982\u8ff0":135,"\u53c2\u6570\u7684\u4e2a\u6570\u548c\u53c2\u6570\u5217\u8868":124,"\u53c2\u6570\u7684\u89e3\u6790":129,"\u53c2\u6570\u8bbe\u7f6e":95,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":106,"\u53c2\u6570\u8bf4\u660e":125,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":100,"\u53c2\u6570\u8f93\u5165":96,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":109,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":111,"\u53c2\u8003":[51,68,100],"\u53c2\u8003\u4e0b\u56fe":85,"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":119,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":106,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":125,"\u53c2\u8003\u955c\u50cf\u7684":129,"\u53c8":106,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":65,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":105,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":96,"\u53ca":112,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":109,"\u53cc\u5411\u9a8c\u8bc1":51,"\u53cc\u5c42":108,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":106,"\u53cc\u5c42\u5e8f\u5217":[105,123],"\u53cc\u5c42\u5e8f\u5217\u5728\u5904\u7406\u957f\u5e8f\u5217\u7684\u4efb\u52a1\u6216\u662f\u6784\u5efa\u5c42\u7ea7\u6a21\u578b\u65f6\u4f1a\u53d1\u6325\u4f5c\u7528":123,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":105,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":106,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":105,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":108,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":105,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":105,"\u53cc\u5c42\u5e8f\u5217\u9700\u8981\u8bbe\u7f6e\u5206\u522b\u4e3a\u5916\u5c42\u5e8f\u5217\u548c\u5185\u5c42\u5e8f\u5217\u5206\u522b\u8bbe\u7f6e":123,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":105,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":106,"\u53cc\u5c42rnn":108,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":106,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":106,"\u53cc\u8fdb\u5355\u51fa":108,"\u53cc\u8fdb\u53cc\u51fa":108,"\u53cd\u5411\u4f20\u64ad":112,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":112,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":113,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":113,"\u53cd\u5411op\u7c7b":113,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":113,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":113,"\u53d1\u578b\u7248":85,"\u53d1\u5e03\u5230dockerhub":85,"\u53d1\u5e03docker\u955c\u50cf\u53ea\u9700\u8981\u5bf9\u81ea\u52a8push\u7684\u955c\u50cf\u6253\u4e0a":85,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":96,"\u53d1\u884c\u548c\u7ef4\u62a4":111,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":134,"\u53d6\u503c\u76f8\u540c\u7684layer":97,"\u53d6\u5176\u4e2d\u4e00\u4e2a\u6a21\u578bparams_pass_90":103,"\u53d6\u51b3\u4e8e":113,"\u53d8\u6362\u77e9\u9635":112,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":65,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":106,"\u53e5\u5b50\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":123,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":140,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":119,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":96,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":136,"\u53e6\u5916":[106,110],"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":102,"\u53ea\u4f5c\u4e3aread":108,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":134,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":99,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":36,"\u53ea\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":124,"\u53ea\u5c06\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":124,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":106,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":69,"\u53ea\u6709":106,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":101,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":134,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":108,"\u53ea\u7559\u4e0b\u6838\u5fc3\u8ba1\u7b97\u5c42":124,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":97,"\u53ea\u80fd\u6309\u884c\u8ba1\u7b97":97,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":136,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":97,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":68,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":106,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":96,"\u53ea\u8bfbmemory\u8f93\u5165":108,"\u53ea\u9488\u5bf9\u5185\u5b58":96,"\u53ea\u9700\u4e2d\u65ad":126,"\u53ea\u9700\u5728\u7f16\u8bd1\u65f6\u9700\u914d\u5236\u4e0b\u9762\u8fd9\u4e9b\u7f16\u8bd1\u9009\u9879":121,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":126,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":109,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":2,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":2,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":36,"\u53ea\u9700\u8981\u8bbe\u7f6e\u884c\u504f\u79fb":123,"\u53ea\u9700\u8981\u94fe\u63a5":121,"\u53ea\u9700\u8fdb\u884c\u524d\u5411\u8ba1\u7b97\u800c\u65e0\u9700\u8c03\u7528\u53cd\u5411\u8ba1\u7b97":124,"\u53ef\u4ee5":[85,100,106,111,115],"\u53ef\u4ee5\u4ece":100,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":102,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":98,"\u53ef\u4ee5\u4f7f\u7528":[98,124,125],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":102,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":98,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":98,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":134,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":129,"\u53ef\u4ee5\u4f7f\u7528python\u7684":4,"\u53ef\u4ee5\u5148\u4f7f\u7528":97,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":36,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":96,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":128,"\u53ef\u4ee5\u521b\u5efa\u975e":113,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":100,"\u53ef\u4ee5\u53c2\u8003":[100,106,109,110,111],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":94,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":103,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":114,"\u53ef\u4ee5\u542b\u6709\u4e00\u6761\u6216\u591a\u6761\u6837\u672c":123,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":119,"\u53ef\u4ee5\u5728":[99,126],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":68,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":129,"\u53ef\u4ee5\u5728\u6b64\u9875\u9762\u7684":85,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":111,"\u53ef\u4ee5\u5728event_handler\u4e2d":96,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":125,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":114,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06cmake":118,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":108,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":113,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":100,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":119,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":110,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":100,"\u53ef\u4ee5\u6267\u884c":[93,102],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":115,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":99,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":110,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":37,"\u53ef\u4ee5\u6307\u5b9a\u540c\u65f6\u6267\u884cgpu\u4e0a\u7684\u5355\u5143\u6d4b\u8bd5":99,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":106,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":99,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":99,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[105,108],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":108,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":125,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":112,"\u53ef\u4ee5\u662f\u6574\u578b":123,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":108,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":118,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":108,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":134,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":36,"\u53ef\u4ee5\u67e5\u770b":129,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":128,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":136,"\u53ef\u4ee5\u7528":[51,110],"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":4,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":37,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":111,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":119,"\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884c":124,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":105,"\u53ef\u4ee5\u770b\u51fa":125,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":118,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":119,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":85,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":96,"\u53ef\u4ee5\u8054\u7cfbop":94,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":94,"\u53ef\u4ee5\u83b7\u53d6\u7f51\u7edc\u4e2d\u5b9a\u4e49\u7684\u4efb\u610f\u591a\u4e2a":124,"\u53ef\u4ee5\u88c5\u7684\u662f":110,"\u53ef\u4ee5\u8bbe\u7f6e":[118,138,139,140],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":97,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":114,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":103,"\u53ef\u4ee5\u8fd0\u884c":125,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":99,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":136,"\u53ef\u4ee5\u901a\u8fc7":111,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":109,"\u53ef\u4ee5\u901a\u8fc7\u5728":96,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":100,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":4,"\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u8f93\u51fa\u6765\u5b8c\u6210\u81ea\u5b9a\u4e49\u7684\u8bc4\u4f30\u6307\u6807\u8ba1\u7b97\u7b49\u529f\u80fd":96,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":36,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":118,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[93,102],"\u53ef\u53c2\u8003":124,"\u53ef\u5728":121,"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":139,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":139,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":136,"\u53ef\u76f4\u63a5\u8fd0\u884c":124,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":129,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":36,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":96,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":98,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":119,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":110,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":113,"\u53ef\u8bbe\u7f6e":[138,139],"\u53ef\u8bbe\u7f6e\u4e3a":139,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":139,"\u53ef\u9009":[2,99,112,124,125],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":99,"\u53ef\u9009\u914d\u7f6e\u9009\u9879":121,"\u53ef\u914d\u7f6e\u4e3a":121,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":97,"\u53f3\u4fa7\u7684":85,"\u5403":106,"\u5403\u996d":106,"\u5404\u65b9\u9762":106,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":64,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":113,"\u5408":106,"\u5408\u5e76\u5165\u4e00\u4e2a\u6587\u4ef6":124,"\u5408\u5e76\u6a21\u578b\u6587\u4ef6":124,"\u5408\u7406":106,"\u540c\u4e00\u6b21\u524d\u5411":64,"\u540c\u65f6":[64,65,93,96,119],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":99,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":96,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":111,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":108,"\u540c\u65f6\u4f1a\u5f00\u542fintel":65,"\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":119,"\u540c\u65f6\u518d\u5c06":85,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":65,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":2,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":96,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":98,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":110,"\u540c\u65f6\u63d0\u8d77":85,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":65,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":136,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":96,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":96,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":4,"\u540c\u6837":103,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":134,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":108,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":113,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":134,"\u540c\u7406":113,"\u540d\u5b57\u4fee\u9970":68,"\u540e":[98,99,111,129,138,139,140],"\u540e\u5411":64,"\u540e\u5411\u4f20\u64ad":112,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":112,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":64,"\u540e\u7f00\u4e3a":125,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":96,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":96,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":113,"\u540e\u8005\u7ee7\u627f\u81ea":113,"\u540e\u9988":125,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":36,"\u5411\u91cf":123,"\u5411\u91cfenable_parallel_vector":133,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":85,"\u5417":110,"\u5426\u5219":[1,113,138,140],"\u5426\u5219\u4f1a\u628a":111,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":134,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":134,"\u5426\u5219\u4f7f\u7528gpu":136,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":109,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":68,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":126,"\u542b\u4e49":118,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":112,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":112,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":112,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":36,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":126,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":129,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":134,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":134,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":130,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":134,"\u5440":106,"\u5468\u56f4":106,"\u547d\u4ee4\u4e3a":[93,128],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":128,"\u547d\u4ee4\u5220\u9664":[138,139,140],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":99,"\u547d\u4ee4\u65f6":138,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":110,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":110,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":110,"\u547d\u4ee4\u884c\u4e2d\u7684":118,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":99,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":126,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":110,"\u547d\u540d\u4e3a":111,"\u547d\u540d\u89c4\u8303":113,"\u547d\u540d\u8bf7\u9075\u5b88":113,"\u548c":[37,64,65,68,69,85,96,97,98,99,106,109,110,111,112,113,114,115,118,119,121,123,125,126,136,138,140],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":106,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,103],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":113,"\u548c\u4e2d\u6587\u6587\u6863":115,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":96,"\u548c\u504f\u7f6e\u5411\u91cf":112,"\u548c\u5185\u5b58":110,"\u548c\u5217\u53f7":123,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":105,"\u548c\u5728":2,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":118,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":105,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":125,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":109,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":110,"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":65,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":106,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":37,"\u548c\u90e8\u5206layer":108,"\u548cpool":105,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":125,"\u54c1\u8d28":106,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":36,"\u54ea\u4e9b\u4e0d\u662f":106,"\u5546\u52a1":106,"\u554a":106,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,103],"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":112,"\u56e0\u4e3a\u53c2\u6570":136,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":109,"\u56e0\u4e3a\u5b83\u6bd4":109,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":129,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":110,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":110,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":118,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":36,"\u56e0\u4e3ac":118,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":93,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":68,"\u56e0\u6b64":[1,2,64,106,108,112,138],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":106,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":114,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":114,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":106,"\u56e0\u6b64\u5f53":138,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":112,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":133,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":93,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56fe1":[123,124],"\u56fe2":123,"\u56fe\u50cf\u5206\u7c7b":85,"\u56fe\u8868":100,"\u5728":[2,64,65,69,85,105,106,109,110,111,113,118,123,124,125,139],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":36,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":128,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":112,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":125,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":118,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":134,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":37,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":106,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":113,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":128,"\u5728\u4e4b\u540e\u7684":96,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":100,"\u5728\u4efb\u610f\u65f6\u95f4\u67d0\u4e00\u53f0\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u4fdd\u5b58\u7684\u53c2\u6570\u53ef\u80fd\u6bd4\u53e6\u4e00\u53f0\u8981\u66f4\u65b0":125,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":125,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":125,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":125,"\u5728\u4f7f\u7528\u65f6":97,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":103,"\u5728\u4f7f\u7528c":121,"\u5728\u4f7f\u7528paddlepaddl":121,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":85,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":112,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":114,"\u5728\u51c6\u5907\u53d1\u8d77":111,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":36,"\u5728\u51fd\u6570":129,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":134,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":134,"\u5728\u521b\u5efaparameters\u540e":98,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":106,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":134,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":134,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":106,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":96,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":106,"\u5728\u542f\u52a8job\u4e4b\u524d":129,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":118,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":111,"\u5728\u56fe\u50cf\u4efb\u52a1\u4e2d":97,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":134,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":125,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":103,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":103,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":65,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":69,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":97,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":100,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":129,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":129,"\u5728\u5bf9\u5e94\u7684":64,"\u5728\u5c42\u4e2d\u6307\u5b9a":136,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":64,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":108,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":37,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":36,"\u5728\u5f02\u6b65sgd\u4e2d":125,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":69,"\u5728\u5f53\u524d":96,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":112,"\u5728\u5f97\u5230":129,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":36,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":36,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":109,"\u5728\u6267\u884c\u65f6":114,"\u5728\u63d0\u4ea4":111,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":103,"\u5728\u65e0\u7279\u6b8a\u9700\u6c42\u60c5\u51b5\u4e0b":121,"\u5728\u6709\u666e\u901a\u7684cpu":65,"\u5728\u672c\u4f8b\u4e2d":[106,111,136],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":109,"\u5728\u672c\u6587\u6863\u4e2d":51,"\u5728\u672c\u793a\u4f8b\u4e2d":106,"\u5728\u672c\u8282\u4e2d":109,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":37,"\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b":96,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":134,"\u5728\u6837\u4f8b\u4e2d":69,"\u5728\u6b64":[133,136],"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":109,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":106,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":109,"\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":129,"\u5728\u6d4b\u8bd5\u9636\u6bb5":134,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":111,"\u5728\u751f\u6210\u65f6":109,"\u5728\u7528\u6237\u4f7f\u7528c":69,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":98,"\u5728\u76f8\u5e94layer\u7684":97,"\u5728\u795e\u7ecf\u7f51\u7edc\u4e2d\u7b49\u4e8e\u4e00\u6b21\u9884\u6d4b\u5904\u7406\u7684\u6837\u672c\u6570":123,"\u5728\u7a0b\u5e8f\u5b9e\u73b0\u4e2d\u90fd\u4f1a\u8f6c\u5316\u4e3a\u4e8c\u7ef4\u77e9\u9635":123,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7b2c\u4e8c\u4e2atab":85,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":125,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":37,"\u5728\u7ec4\u5408\u65f6":103,"\u5728\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u8f93\u5165":124,"\u5728\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u8f93\u5165\u65f6":123,"\u5728\u7ec8\u7aef\u6267\u884c":124,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[138,140],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":112,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":105,"\u5728\u8bad\u7ec3\u4e2d":109,"\u5728\u8bad\u7ec3\u4e4b\u524d":129,"\u5728\u8bad\u7ec3\u65f6":128,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":65,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":129,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":134,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u53c2\u6570\u7684\u6743\u91cd\u548c\u68af\u5ea6":96,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u67d0\u4e00\u4e2alayer\u7684output":96,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[138,139,140],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":85,"\u5728\u8be5\u793a\u4f8b\u4e2d":98,"\u5728\u8be5\u914d\u7f6e\u76847":106,"\u5728\u8c03\u7528":124,"\u5728\u8c03\u7528c":124,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":119,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":108,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":118,"\u5728\u8fd0\u884c\u65f6\u5c06\u795e\u7ecf\u7f51\u7edc\u7684\u591a\u4e2a\u53ef\u5b66\u4e60\u53c2\u6570\u653e\u5728\u540c\u4e00\u4e2a\u76ee\u5f55\u4e2d":124,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":114,"\u5728\u8fd9\u4e2a":85,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[112,128],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":106,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":68,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":119,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":109,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":85,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":69,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":69,"\u5728\u8fd9\u4e9blayer\u4e2d":106,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":114,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":114,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[109,112],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":108,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":128,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":129,"\u5728\u8fd9\u91cc":108,"\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":112,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":114,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":114,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":125,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":103,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u91c7\u7528sgd":98,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":65,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":64,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":136,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":96,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":138,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":138,"\u5728batch":64,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":93,"\u5728c":[68,123],"\u5728c\u7684\u5934\u6587\u4ef6":68,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[138,139],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":99,"\u5728eigen\u4e2d":114,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":2,"\u5728ios\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":139,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":139,"\u5728main":118,"\u5728packing\u4e0a\u7684\u8017\u65f6":64,"\u5728paddl":129,"\u5728paddle\u4e2d":136,"\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":37,"\u5728paddlepaddl":123,"\u5728paddlepaddle\u4e2d":[103,108],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":97,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":97,"\u5728paddlepaddle\u5185\u90e8":[123,124],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":106,"\u5728paramet":36,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":113,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":64,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":108,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":108,"\u5728trainer":136,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":125,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":106,"\u5730\u7406\u4f4d\u7f6e":106,"\u5730\u94c1\u7ad9":106,"\u5747\u4f1a\u5b58\u653e\u4e8e":121,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":69,"\u5747\u5300\u5206\u5e03":98,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":134,"\u5747\u662f\u5728":69,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":106,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":106,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":108,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":51,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":4,"\u57fa\u4e8epython\u7684\u9884\u6d4b":3,"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":[104,124],"\u57fa\u7840\u4e0a":123,"\u57fa\u7c7b":113,"\u586b\u5199":111,"\u589e\u52a0":113,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":128,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":113,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":136,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":112,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":119,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":108,"\u5907\u6ce8":119,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":119,"\u5916\u5c42\u5e8f\u5217\u5728":123,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":106,"\u5916\u5c42outer_step\u4e2d":106,"\u5916\u90e8\u5b58\u50a8":65,"\u591a\u4e2a":124,"\u591a\u4e2a\u503c":37,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":96,"\u591a\u4e2a\u6392\u6210\u4e00\u5217\u7684\u5143\u7d20":123,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":96,"\u591a\u4e2aip\u4f7f\u7528":125,"\u591a\u4e2aparamet":36,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":108,"\u591a\u673a\u8bad\u7ec3":96,"\u591a\u6b21\u8c03\u7528":64,"\u591a\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1":124,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":108,"\u5927\u4e8e\u7b49\u4e8e\u4e00\u4e2a":124,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":112,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":112,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":112,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":68,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":110,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":100,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":96,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":110,"\u5927\u90e8\u5206":118,"\u5929":106,"\u5929\u4e00\u5e7f\u573a":106,"\u5929\u4e00\u9601":106,"\u5934\u4fe1\u606f\u4e2d":98,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":112,"\u5934\u6587\u4ef6\u5982\u4e0b":112,"\u597d":106,"\u597d\u5403":106,"\u5982":[2,109,111,113,136],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":114,"\u5982\u4e0b":[2,125],"\u5982\u4e0b\u56fe\u6240\u793a":[106,119],"\u5982\u4e0b\u6240\u793a":136,"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":2,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":1,"\u5982\u4f55\u8d21\u732e":116,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":116,"\u5982\u56fe\u4e2dtrainer":36,"\u5982\u6709":113,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":112,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":36,"\u5982\u679c\u4e0d\u4e3a0":134,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":125,"\u5982\u679c\u4e0d\u4f7f\u7528docker":99,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":99,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":115,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":118,"\u5982\u679c\u4e0d\u6536\u655b":98,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":65,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":134,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":99,"\u5982\u679c\u4e3afals":134,"\u5982\u679c\u4e3atrue":[2,134],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":99,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":111,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":102,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":134,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":109,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":136,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":134,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":139,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[138,140],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":109,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":112,"\u5982\u679c\u4f7f\u7528":124,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":99,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":99,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":68,"\u5982\u679c\u5173\u95edmkl":99,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":93,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":96,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":94,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":125,"\u5982\u679c\u5728\u4f7f\u7528mkl":65,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":102,"\u5982\u679c\u5728\u7f16\u8bd1":121,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":134,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":134,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":134,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":98,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":113,"\u5982\u679c\u5931\u8d25":85,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":65,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":36,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":96,"\u5982\u679c\u5c0f\u4e8e75m":93,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":129,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":36,"\u5982\u679c\u5e0c\u671b\u53ef\u4ee5\u5728\u540e\u53f0\u8fd0\u884cpserver\u7a0b\u5e8f":125,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":94,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":100,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":100,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":99,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":110,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":100,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":119,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":99,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":2,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":119,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":119,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":114,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":106,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":119,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":110,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":119,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":96,"\u5982\u679c\u63d0\u793a\u6b63\u786e":115,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":94,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u662f\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":123,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":37,"\u5982\u679c\u662f\u7528\u7f16\u8bd1\u65f6\u6307\u5b9acpu\u7248\u672c":121,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":108,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":108,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":111,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":85,"\u5982\u679c\u672a\u8bbe\u7f6e":134,"\u5982\u679c\u672a\u8bbe\u7f6egpu":136,"\u5982\u679c\u673a\u5668\u4e2d\u5df2\u7ecf\u5b89\u88c5\u8fc7paddlepaddl":99,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":69,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":69,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":69,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":119,"\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":134,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":100,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":108,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":111,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":134,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":36,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":110,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":2,"\u5982\u679c\u7528\u6237\u4e0d\u9700\u8981\u8bbf\u95eelstm\u7684\u4e2d\u95f4\u53d8\u91cf":97,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":98,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":68,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":110,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":119,"\u5982\u679c\u795e\u7ecf\u7f51\u7edc\u6709\u591a\u4e2a\u8f93\u5165\u6216\u8005\u591a\u4e2a\u8f93\u51fa":[123,124],"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":126,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":93,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[93,102],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[93,102],"\u5982\u679c\u7f16\u8bd1\u65f6\u6307\u5b9a\u7f16\u8bd1cpu\u7248\u672c":121,"\u5982\u679c\u7f16\u8bd1\u65f6\u6307\u5b9a\u7f16\u8bd1gpu\u7248\u672c":121,"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":110,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":112,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":109,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":85,"\u5982\u679c\u8981\u542f\u7528gpu":125,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":111,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":111,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":98,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":98,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":134,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":111,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":68,"\u5982\u679c\u8f93\u5165\u662f\u5e8f\u5217\u6570\u636e":123,"\u5982\u679c\u8f93\u51fa\u662f\u4e00\u4e2a\u5e8f\u5217":123,"\u5982\u679c\u8f93\u51fa\u662fno":100,"\u5982\u679c\u8fd0\u884c":93,"\u5982\u679c\u8fd8\u4e0d\u884c":93,"\u5982\u679c\u9700\u8981":121,"\u5982\u679c\u9700\u8981\u5728c\u7ef4\u5ea6\u8ba1\u7b97softmax":97,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[102,104],"\u5982\u679c\u9700\u8981\u624b\u52a8\u7f16\u8bd1":85,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":112,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":112,"\u5982\u679c\u9700\u8981\u83b7\u53d6":102,"\u5982\u679ccuda":113,"\u5982\u679clearning_rate\u592a\u5927":98,"\u5982\u679clearning_rate\u592a\u5c0f":98,"\u5982\u679cmkl":65,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":113,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":113,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":93,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":139,"\u5982\u679cparamet":36,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":111,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":96,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":111,"\u5982\u9ad8\u4eae\u90e8\u5206":119,"\u5982train":125,"\u5b50":106,"\u5b50\u53e5":108,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":108,"\u5b50\u76ee\u5f55":110,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":65,"\u5b57\u6bb5\u4e2d":129,"\u5b57\u6bb5\u4e3a\u4f8b":96,"\u5b57\u6bb5\u7684\u53d6\u503c":123,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":129,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":129,"\u5b57\u6bb5\u8bbe\u4e3a":85,"\u5b57\u7b26\u4e32":37,"\u5b58\u50a8":[37,123,124],"\u5b58\u50a8\u6d6e\u70b9\u7c7b\u578b\u8f93\u5165":124,"\u5b58\u50a8\u7684\u538b\u7f29\u6587\u4ef6":124,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b58\u6570\u6570\u636e":123,"\u5b66\u4e60":110,"\u5b66\u4e60\u6210\u672c\u9ad8":68,"\u5b66\u4e60\u7387\u4e3a":98,"\u5b81\u6ce2":106,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":65,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":37,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":2,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":112,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":112,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":65,"\u5b83\u53eb\u505a":109,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":126,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":111,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":119,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":112,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b9a\u4e49\u4e86":109,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":109,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":126,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":97,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":104,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":112,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":106,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":106,"\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":126,"\u5b83\u7684":109,"\u5b83\u7684\u529f\u80fd\u662f":113,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":105,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":112,"\u5b83\u8868\u793a":110,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":65,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":112,"\u5b89\u6392":106,"\u5b89\u88c5":118,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":104,"\u5b89\u88c5\u540e":100,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":69,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":115,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":115,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[125,139],"\u5b89\u88c5\u5b8c\u6bd5\u540e":118,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":110,"\u5b89\u88c5\u6587\u6863":103,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":125,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u9759":106,"\u5b8c\u6210":111,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":51,"\u5b8c\u6210\u4e0a\u8ff0\u51c6\u5907\u4e4b\u540e":124,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":108,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":129,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":100,"\u5b8c\u6210\u5b89\u88c5":102,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":65,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":65,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":37,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":105,"\u5b8c\u6210\u81ea\u52a8\u5316\u4e8c\u8fdb\u5236\u7f16\u8bd1":85,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":103,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":96,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u67e5\u770b":124,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":98,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":4,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":112,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":109,"\u5b98\u65b9\u6587\u6863":99,"\u5b9a\u4e49":65,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":108,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":65,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":108,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":97,"\u5b9a\u4e49\u4f4d\u7f6e":113,"\u5b9a\u4e49\u5728\u5916\u5c42":108,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":134,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":109,"\u5b9a\u4e49\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784":124,"\u5b9a\u4e49\u7c7b\u578b":113,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":109,"\u5b9a\u4e49\u8f93\u5165":113,"\u5b9a\u4e49\u8f93\u51fa":113,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":109,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":109,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":103,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":106,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":65,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":112,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":109,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":112,"\u5b9e\u73b0\u5728":113,"\u5b9e\u73b0\u5bf9":114,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":113,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":112,"\u5b9e\u73b0\u7684":97,"\u5b9e\u73b0\u7b80\u5355":68,"\u5b9e\u73b0\u7ec6\u8282":112,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":112,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":112,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":108,"\u5b9e\u73b0\u8be5\u5c42\u7684c":112,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":97,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":96,"\u5ba2\u6237":106,"\u5bb6":106,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":129,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":138,"\u5bbd\u5ea6":123,"\u5bbd\u5ea6\u4e3a":123,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":96,"\u5bbf\u4e3b\u673a\u7684c":[138,139,140],"\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":119,"\u5bf9":[106,124],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,103],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,103],"\u5bf9\u4e8e":109,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":125,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":125,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":68,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":106,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":110,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":106,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":106,"\u5bf9\u4e8e\u53cc\u5c42rnn":106,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":68,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":106,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":64,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":100,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":68,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":68,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":64,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":118,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":112,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":65,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":125,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":106,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":106,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":64,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":69,"\u5bf9\u4e8e\u6bcf\u79cdc":69,"\u5bf9\u4e8e\u8fd9\u6837\u7684\u9700\u6c42":124,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":109,"\u5bf9\u4e8enchw":97,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":119,"\u5bf9\u4f7f\u7528\u7684\u4e2d\u95f4\u53d8\u91cf\u548c\u8d44\u6e90\u8fdb\u884c\u6e05\u7406\u548c\u91ca\u653e":124,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":112,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":98,"\u5bf9\u53cc\u5c42\u5e8f\u5217\u6765\u8bb2":123,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":111,"\u5bf9\u5e94":139,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":108,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":108,"\u5bf9\u5e94\u4e8e\u8c03\u7528c":123,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":113,"\u5bf9\u5e94\u7740\u4e0a\u6587\u63d0\u5230\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":123,"\u5bf9\u5e94\u7740\u4e0a\u6587\u63d0\u5230\u7684\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":123,"\u5bf9\u63a8\u8350\u914d\u7f6e\u4e2d\u7684\u9009\u9879\u5efa\u8bae\u6309\u7167\u8bbe\u7f6e":121,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":64,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":112,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":112,"\u5bf9\u6bd4":68,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":64,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":64,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":113,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":112,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u795e\u7ecf\u7f51\u7edc\u6765\u8bf4":123,"\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":124,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":111,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":111,"\u5bf9\u8c61":98,"\u5bf9\u8c61\u5206\u914d\u7a7a\u95f4":124,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":69,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":108,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":85,"\u5bf9\u9762":106,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,103],"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":65,"\u5bfb\u627epython\u4e0ec":118,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":69,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":96,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":96,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":96,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":93,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":98,"\u5bfc\u81f4mklml\u5e93\u4e0b\u8f7d\u4e0d\u6210\u529f":93,"\u5c01\u88c5\u4e86":119,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":112,"\u5c06":[2,85,98,119],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":36,"\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":109,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":125,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":138,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":138,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":134,"\u5c06\u5176\u8bbe\u7f6e\u6210":96,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":106,"\u5c06\u542b\u6709\u5b50\u53e5":108,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":108,"\u5c06\u56fe\u7247\u5206\u7c7b\u5230":124,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":106,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":134,"\u5c06\u5927\u91cf\u7684":68,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":98,"\u5c06\u5b83\u4eec\u653e\u5728\u540c\u4e00\u76ee\u5f55\u4e2d":124,"\u5c06\u5bf9\u5e94\u6570\u636e\u5c42\u7684\u7ef4\u6570\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5927\u4e8e\u8f93\u5165\u6570\u636e\u7ef4\u6570\u7684\u503c\u7528\u4e8e\u5360\u4f4d\u5373\u53ef":97,"\u5c06\u5e8f\u5217\u5316\u7ed3\u679c\u5199\u5165\u4e00\u4e2a\u6587\u4ef6\u5185":124,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":109,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":118,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":118,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":125,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":85,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":112,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":98,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":111,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":2,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":129,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":129,"\u5c06\u7528\u4e8epython":113,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":129,"\u5c06\u7f51\u7edc\u7ed3\u6784\u5b9a\u4e49\u548c\u8bad\u7ec3\u7ed3\u675f\u5b58\u50a8\u4e0b\u6765\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6":124,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":129,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":126,"\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":106,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":111,"\u5c06\u900f\u660e":126,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":96,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":100,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":129,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":85,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":130,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":98,"\u5c06recurr":97,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":65,"\u5c1a\u53ef":106,"\u5c31":106,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":99,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":118,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":100,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u6309":110,"\u5c31\u5c06\u8fd9\u4e9b\u5c42\u52a0\u5165\u4e00\u4e2apython":124,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":96,"\u5c31\u662f":106,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":119,"\u5c31\u662fpaddlepaddle\u4e2d\u6240\u6307\u7684":123,"\u5c31\u8fd9\u4e48\u7b80\u5355":100,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":119,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":68,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":100,"\u5c3d\u65e9\u62a5\u9519":113,"\u5c42\u524d\u5411\u8ba1\u7b97\u7684\u7ed3\u679c":124,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":112,"\u5c42\u6b21\u5316\u7684rnn":108,"\u5c42\u7684\u540d\u79f0\u4e0e":109,"\u5c42\u7684\u5927\u5c0f":112,"\u5c42\u7684\u7c7b\u578b":112,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":109,"\u5c45\u7136":106,"\u5c55\u793a\u4e86\u4e00\u4e2a\u542b\u67094\u4e2a\u5e8f\u5217\u7684":123,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":118,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":97,"\u5c5e\u6027":113,"\u5de5\u4f5c\u6a21\u5f0f":134,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":126,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":125,"\u5de5\u5177\u4e0a\u4f20\u5373\u53ef":85,"\u5de5\u5177\u5408\u5e76fat\u5e93":139,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":115,"\u5de5\u5177\u6765\u7ba1\u7406":111,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":115,"\u5de5\u5177\u94fe":138,"\u5de5\u5177\u94fe\u7684android":138,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":118,"\u5df2\u6253\u5f00":111,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":134,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":119,"\u5e0c\u671b\u80fd\u591f\u5c06\u5e8f\u5217\u5316\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u53c2\u6570\u6253\u5305\u8fdb\u4e00\u4e2a\u6587\u4ef6":124,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":113,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":108,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":108,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":105,"\u5e38\u5e38\u51fa\u73b0":93,"\u5e38\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1":123,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[138,139],"\u5e38\u89c1\u7684\u5305\u62ec":118,"\u5e72\u51c0":106,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":36,"\u5e73\u5747\u6545\u969c\u7387":36,"\u5e76\u4e0d\u4fdd\u8bc1":112,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":106,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":129,"\u5e76\u4e0d\u771f\u6b63":[123,124],"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":106,"\u5e76\u4e0d\u96be":110,"\u5e76\u4e14":[2,109],"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":100,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":114,"\u5e76\u4e14\u4f1a\u5199\u597d":65,"\u5e76\u4e14\u4f1a\u6839\u636e":138,"\u5e76\u4e14\u4f7f\u7528":69,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":106,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":136,"\u5e76\u4e14\u5305\u62ecunit":111,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":65,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":96,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":129,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":2,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":68,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":1,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":103,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":139,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":64,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":110,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":51,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":51,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":93,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":113,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":111,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":68,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":113,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":65,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":111,"\u5e76\u4e14\u8fd0\u884c":110,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":112,"\u5e76\u4e14cpu":113,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":98,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":126,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":125,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":111,"\u5e76\u521b\u5efaoptim":103,"\u5e76\u521d\u59cb\u5316":113,"\u5e76\u5220\u9664":85,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":36,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":36,"\u5e76\u53d1\u5e03\u5230pypi":85,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":102,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":125,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":112,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":109,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":64,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":112,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":97,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":37,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":113,"\u5e76\u5904\u7406\u4e0e\u4e4b\u76f8\u5173\u7684\u6240\u6709\u7ec6\u8282":124,"\u5e76\u5b89\u88c5\u4e86python":93,"\u5e76\u5b89\u88c5\u6700\u65b0":102,"\u5e76\u5b89\u88c5\u6709python2":104,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":125,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":93,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":112,"\u5e76\u5c06":85,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":109,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":97,"\u5e76\u5c06c":69,"\u5e76\u624b\u52a8\u751f\u6210download\u6210\u529f\u6807\u7b7e":93,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":100,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":36,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":65,"\u5e76\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":128,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":94,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":125,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":102,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":68,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":64,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":113,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":113,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":104,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":102,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":140,"\u5e76\u81ea\u52a8\u7f16\u8bd1paddlepaddle\u6240\u9700\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":138,"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":125,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":125,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":37,"\u5e76\u89c2\u5bdf\u7ed3\u679c":119,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":113,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":111,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":103,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":85,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":85,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":113,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":118,"\u5e8a\u4e0a\u7528\u54c1":106,"\u5e8a\u57ab":106,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":105,"\u5e8f\u5217\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":123,"\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u662f\u8bcd\u8bed":123,"\u5e8f\u5217\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":123,"\u5e8f\u5217\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u662f\u975e\u5e8f\u5217":123,"\u5e8f\u5217\u4fe1\u606f":123,"\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u914d\u7f6e":124,"\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u65f6":124,"\u5e8f\u5217\u5316\u7ed3\u679c\u4f1a\u5199\u5165\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":124,"\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":108,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":105,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":108,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":108,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":105,"\u5e8f\u5217\u8f93\u5165":123,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":96,"\u5e8f\u5217\u8f93\u5165\u793a\u610f\u56fe":123,"\u5e93\u6709\u81ea\u5df1\u72ec\u7acb\u7684\u52a8\u6001\u5e93\u6587\u4ef6":121,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":109,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":109,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":111,"\u5e94\u8be5":106,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":109,"\u5e94\u8be5\u8bf4\u8c22\u8c22":111,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":110,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":98,"\u5e95\u5c42\u8fdb\u7a0b":126,"\u5efa\u7acb\u4e00\u4e2a":111,"\u5efa\u8bae":[85,101,111],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":134,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":69,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":111,"\u5f00\u53d1\u5206\u652f":102,"\u5f00\u53d1\u8005\u4f7f\u7528":110,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":85,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":85,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":85,"\u5f00\u53d1\u955c\u50cf":111,"\u5f00\u53d1\u9884\u6d4b\u5e8f":124,"\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u94fe\u63a5":121,"\u5f00\u542f":99,"\u5f00\u5934":[64,65],"\u5f00\u5934\u7684\u90e8\u5206":125,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":125,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":36,"\u5f00\u59cb\u6807\u8bb0":109,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":125,"\u5f00\u59cb\u9636\u6bb5":119,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":133,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":64,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":69,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":109,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":108,"\u5f39\u51fa\u4e0b\u9762\u7684\u9009\u62e9\u6846":85,"\u5f3a\u70c8\u63a8\u8350":106,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":109,"\u5f53":136,"\u5f53\u4e00\u4e2a":123,"\u5f53\u4e0a\u8ff0\u63a5\u53e3\u7b2c4\u4e2a\u53c2\u6570":123,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":112,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":98,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":2,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":109,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":98,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":112,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":106,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":125,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":125,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":125,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":85,"\u5f53\u53ea\u505a\u63a8\u65ad":64,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":134,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":134,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":98,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":98,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":98,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":98,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":98,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":98,"\u5f53\u5f00\u542f":65,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":118,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":129,"\u5f53\u6253\u5f00":65,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":65,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":134,"\u5f53\u6a21\u5f0f\u4e3a":134,"\u5f53\u7136":[100,119],"\u5f53\u7136\u53ef\u4ee5":110,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":65,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":69,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":97,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":65,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":112,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":109,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":134,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":136,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":114,"\u5f53\u975e\u5e8f\u5217\u8f93\u5165\u65f6":123,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":51,"\u5f53n1":96,"\u5f62\u6210recurr":108,"\u5f62\u6210recurrent\u8fde\u63a5":108,"\u5f88":106,"\u5f88\u591a":[106,110],"\u5f88\u5b89\u9759":106,"\u5f88\u5e72\u51c0":106,"\u5f88\u65b9\u4fbf":106,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":119,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":94,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":68,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f97":106,"\u5f97\u4f7f\u7528":68,"\u5f97\u5230\u8f93\u51fa\u503c":113,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":108,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":109,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":109,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":109,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":109,"\u5faa\u73af\u7f51\u7edc\u4ece":109,"\u5fc5\u8981":69,"\u5fc5\u9009":125,"\u5fc5\u987b":112,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5206\u522b\u4e0e":65,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":106,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":108,"\u5fc5\u987b\u6307\u5b9a\u4e3a":124,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":108,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":105,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":109,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[138,139],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":139,"\u5fc5\u987b\u914d\u7f6e\u4e3a":[121,140],"\u5fc5\u987b\u914d\u7f6e\u9009\u9879":121,"\u5feb":106,"\u6027\u4ef7\u6bd4":106,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":118,"\u6027\u80fd\u5206\u6790":119,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":119,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":119,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":110,"\u6027\u80fd\u8c03\u4f18":133,"\u6027\u80fdtip":[138,139],"\u603b\u4f53\u6765\u8bf4":106,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":100,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":119,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":102,"\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":119,"\u60a8\u53ef\u4ee5\u5728":100,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":100,"\u60a8\u53ef\u4ee5\u5bfc\u5165":119,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":130,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":119,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":125,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":109,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":119,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":119,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":119,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":119,"\u60c5\u611f\u5206\u6790":85,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":115,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":109,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":134,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":134,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":134,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":134,"\u611f\u89c9":106,"\u6210\u529f\u7f16\u8bd1\u540e":121,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":129,"\u6210\u5458":113,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":125,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":112,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":119,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":69,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":65,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":103,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":112,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":128,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":129,"\u6211\u4eec\u4ee5\u624b\u5199\u6570\u5b57\u8bc6\u522b\u4efb\u52a1\u4e3a\u4f8b\u8fdb\u884c\u4ecb\u7ecd":124,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":65,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":65,"\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e2a\u8bad\u7ec3\u4efb\u52a1\u90fd\u4f1a\u5728\u6bcf\u4e2a\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u7a7a\u95f4":125,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":64,"\u6211\u4eec\u4f1a\u628amkl":65,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[64,65],"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":112,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":112,"\u6211\u4eec\u4f7f\u7528":112,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":103,"\u6211\u4eec\u4f7f\u7528\u4e86":106,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":68,"\u6211\u4eec\u4f7f\u7528paddl":125,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":136,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":114,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":65,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":103,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":128,"\u6211\u4eec\u53ea\u9700\u8981":110,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":106,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":111,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":110,"\u6211\u4eec\u53ef\u4ee5":110,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":118,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":103,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":109,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":64,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":103,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":114,"\u6211\u4eec\u53ef\u4ee5\u5728":111,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":118,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":103,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":103,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":105,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":118,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":108,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":118,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":129,"\u6211\u4eec\u5728":114,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":109,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":109,"\u6211\u4eec\u5c06":129,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":106,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":128,"\u6211\u4eec\u5c06\u4f7f\u7528":109,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":109,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":106,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":133,"\u6211\u4eec\u5c06\u795e\u7ecf\u7f51\u7edc\u4e00\u6b21\u8ba1\u7b97\u63a5\u53d7\u7684\u6240\u6709\u8f93\u5165\u6837\u672c\u79f0\u4e4b\u4e3a\u4e00\u4e2a":123,"\u6211\u4eec\u5c06\u8bad\u7ec3\u7ed3\u675f\u540e\u5b58\u50a8\u4e0b\u6765\u7684\u6a21\u578b\u8f6c\u6362\u6210\u9884\u6d4b\u6a21\u578b":124,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":111,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":109,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":112,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":112,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":97,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":65,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":138,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[100,125],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":99,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":99,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":37,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":100,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":100,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":51,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":106,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":68,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":109,"\u6211\u4eec\u7684":110,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":111,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":106,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":106,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":111,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":105,"\u6211\u4eec\u8ba1\u5212\u5c06":64,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":65,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":51,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":114,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":128,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":109,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":106,"\u6211\u4eec\u9009\u62e9":37,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":113,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":106,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":64,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":129,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":37,"\u6211\u4eec\u9700\u8981":110,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":114,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddlepaddle\u955c\u50cf":128,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":125,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":114,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":112,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":103,"\u6211\u5220\u9664\u4e86":111,"\u6211\u53ef\u4ee5\u7528":110,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":110,"\u6216":[2,119,123,139],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":105,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":105,"\u6216\u4e00\u4e2a\u5411\u91cf":108,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":105,"\u6216\u662f\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u8868\u793a\u8bcd\u8bed\u5728\u5b57\u5178\u4e2d\u7684\u5e8f\u53f7":123,"\u6216\u6700\u5927\u503c":105,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u79f0\u4f5cweight":96,"\u6216\u7b2c\u4e00\u4e2a":105,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":105,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":125,"\u6216\u8005":[65,68,69,96,105,106,110,111,113,118,119,123],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":108,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[105,108],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":119,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":100,"\u6216\u8005\u53cd\u5411\u5730\u4ece":109,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":125,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":134,"\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":36,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":133,"\u6216\u8005\u5f15\u8d77\u884c\u65f6\u9519\u8bef":123,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":106,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":105,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":119,"\u6216\u8005\u66f4\u65e9":98,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":106,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":37,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":37,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":96,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[138,140],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":96,"\u6216\u8005\u8fd0\u884c":93,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":136,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216activ":65,"\u6216gpu":134,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":96,"\u623f":106,"\u623f\u95f4":106,"\u6240\u4ee5":[2,65,85,96,100,118],"\u6240\u4ee5\u4e00\u4e2a\u7248\u672c\u53f7\u7684wheel\u5305\u53d1\u5e03\u4e4b\u540e":85,"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":4,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":65,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":97,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":96,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":128,"\u6240\u4ee5\u5728":65,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":36,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":106,"\u6240\u4ee5\u5bf9":106,"\u6240\u4ee5\u5f00\u53d1\u8005\u9700\u8981\u6839\u636e\u81ea\u5df1\u8bad\u7ec3\u4efb\u52a1\u7684\u5b9e\u9645\u573a\u666f\u5b8c\u6210\u8bad\u7ec3\u6570\u636e\u7684\u5206\u5272\u548c":125,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":119,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":129,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":65,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":102,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":106,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":102,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u6574\u4f53\u4e0a":65,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":65,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":51,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":97,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":112,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":65,"\u6240\u4f7f\u7528":139,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":138,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":106,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":69,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":111,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":134,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":126,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":65,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u67b6\u6784":138,"\u6240\u6709\u7684":[64,111,112],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":112,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":69,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":106,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":112,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":112,"\u6240\u6709\u76f8\u5173\u7684":64,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":69,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":112,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":109,"\u6240\u6709mkl":65,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":138,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":140,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":68,"\u624b\u5199\u6570\u5b57\u8bc6\u522b":124,"\u624b\u5199\u6570\u5b57\u8bc6\u522b\u4efb\u52a1\u5b9a\u4e49\u4e86\u4e00\u4e2a\u542b\u6709":124,"\u624b\u52a8\u4e0b\u8f7d\u4e14\u89e3\u538b\u7f29":93,"\u624b\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5":93,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u53ef\u4ee5\u5b89\u88c5":102,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":106,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":119,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":65,"\u6253\u5f00":119,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":115,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":69,"\u6267\u884c":[85,104,121,126],"\u6267\u884c\u4e0a\u8ff0":138,"\u6267\u884c\u4e0a\u8ff0\u4ee3\u7801\u751f\u6210makefile\u6587\u4ef6\u540e":121,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":99,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":130,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":102,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":125,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":104,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":113,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":99,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":100,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[138,139,140],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":125,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":109,"\u6267\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u5e76\u7b49\u5f85\u548c\u8ba1\u7b97\u8282\u70b9\u7684\u6570\u636e\u4ea4\u4e92":125,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[138,139,140],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":119,"\u627e\u5230":[99,109,125],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":94,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":119,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":119,"\u628a":[37,112],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":37,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":114,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":110,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":128,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":110,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":109,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":109,"\u62c6\u6210\u4ee5\u4e0a\u4e24\u4e2a\u9759\u6001\u94fe\u63a5\u5e93":121,"\u62c6\u89e3":108,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":106,"\u62f7\u8d1d\u5230numpi":96,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":130,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":130,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":129,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":130,"\u62fc\u63a5":96,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":100,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":125,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":118,"\u6307\u5411\u4e00\u4e2alayer":108,"\u6307\u5b9a":[96,97,108,109],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":134,"\u6307\u5b9a\u4e3a":123,"\u6307\u5b9a\u4f7f\u75282":96,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":113,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":134,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":118,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":113,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":100,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":99,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":113,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":115,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":108,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":96,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":100,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":134,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":106,"\u6307\u5f00\u542fhttp\u670d\u52a1":118,"\u6307\u6d88\u9664\u74f6\u9888":118,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":36,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":134,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":134,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":134,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":134,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":134,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":134,"\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":134,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":134,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":129,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":110,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":97,"\u6309\u7167\u57fa\u672c\u6570\u636e\u7c7b\u578b\u5728paddlepaddle\u5185\u90e8\u7684\u5b9a\u4e49\u548c\u5b9e\u73b0":123,"\u6309\u94ae":[85,111],"\u633a":106,"\u633a\u597d":106,"\u635f\u5931\u51fd\u6570\u5c42":124,"\u6362":106,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":105,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":103,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":103,"\u63a5\u4e0b\u6765":113,"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":119,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":119,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":111,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":111,"\u63a5\u4e0b\u6765\u7b49\u5f85":111,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":113,"\u63a5\u53e3":[68,69,113,114,124],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":114,"\u63a5\u53e3\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u8ba1\u7b97":124,"\u63a5\u53e3\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u53c2\u6570\u8fdb\u884c\u5e8f\u5217\u5316":124,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":69,"\u63a5\u53e3\u662f":37,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":114,"\u63a5\u53e3\u6709\u4e00\u4e2a":96,"\u63a5\u53e3\u7684":96,"\u63a5\u53e3\u8bf4\u660e\u8bf7\u67e5\u770b":123,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":51,"\u63a5\u7740\u7f16\u8bd1\u5373\u53ef":93,"\u63a7\u5236":134,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":65,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":65,"\u63a7\u5236\u7528\u6237\u6743\u9650":37,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":112,"\u63a8\u8350":106,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u4f7f\u7528\u6b64\u65b9\u5f0f":121,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":99,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":99,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u8350\u8bbe\u7f6e\u4e3a":121,"\u63a8\u8350\u914d\u7f6e\u4e3a":121,"\u63a8\u8350\u914d\u7f6e\u9009\u9879":121,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":111,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":110,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":113,"\u63cf\u8ff0\u95ee\u9898":111,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":115,"\u63d0\u4ea4pull":111,"\u63d0\u4f9b":126,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":51,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":129,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":126,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":118,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":126,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":126,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":51,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":105,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":51,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":37,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":126,"\u63d0\u793a":93,"\u641c\u7d22\u4ee3\u7801\u5e93":115,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":103,"\u64cd\u4f5c":106,"\u64cd\u4f5c\u7cfb\u7edf":[102,110],"\u652f\u6301\u4e24\u79cd\u5e8f\u5217\u7c7b\u578b":123,"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":140,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[107,108],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":51,"\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u96c6\u7fa4\u65b9\u6848":125,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":138,"\u652f\u6301\u7684\u6700\u5c0fandroid":138,"\u652f\u6301\u7ef4\u6570\u53ef\u53d8\u7684\u6570\u636e\u8f93\u5165":97,"\u652f\u6301\u7f16\u8bd1\u5668":138,"\u6539\u53d8\u7ef4\u5ea6\u987a\u5e8f":97,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":129,"\u653e\u5fc3":106,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":106,"\u6548\u679c\u5982\u4e0b":118,"\u6559\u7a0b":100,"\u6570":108,"\u6570\u5b66\u5e93":121,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":108,"\u6570\u636e":[51,123,124],"\u6570\u636e\u4e2d0":98,"\u6570\u636e\u5206\u7247":125,"\u6570\u636e\u63d0\u4f9b\u5668":133,"\u6570\u636e\u7c7b\u578b":4,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":2,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":68,"\u6570\u636e\u8f93\u5165":[108,123],"\u6570\u636e\u8f93\u5165\u683c\u5f0f":2,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":51,"\u6570\u636e\u96c6":124,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":37,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":37,"\u6570\u76ee":136,"\u6574\u4f53":106,"\u6574\u4f53\u4f7f\u7528\u6d41\u7a0b":124,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":106,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":129,"\u6574\u578b\u6570\u7ec4":123,"\u6574\u6570":112,"\u6574\u6570\u6807\u7b7e":[2,103],"\u6574\u6d01":106,"\u6587\u4ef6":[68,110,111,113,123,128],"\u6587\u4ef6\u4e2d":[113,124,129],"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":113,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":113,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":113,"\u6587\u4ef6\u4e3a":96,"\u6587\u4ef6\u4e4b\u5916":111,"\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":51,"\u6587\u4ef6\u5185\u5bb9\u4e3a":68,"\u6587\u4ef6\u540d":118,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":125,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":36,"\u6587\u4ef6\u547d\u540d\u4ee5":113,"\u6587\u4ef6\u59390":129,"\u6587\u4ef6\u5bf9\u5e94\u7684data":37,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":115,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":51,"\u6587\u4ef6\u7684\u6539\u53d8":111,"\u6587\u4ef6\u7684\u8def\u5f84\u6765\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":124,"\u6587\u4ef6model":136,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":100,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u6863":93,"\u6587\u68631":114,"\u6587\u68632":114,"\u6587\u6863\u8f83\u5c11":114,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":115,"\u6587\u7ae0":129,"\u65b0":106,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":112,"\u65b0\u624b\u5165\u95e8":137,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":85,"\u65b0\u7248\u672c":65,"\u65b9\u4fbf":106,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":101,"\u65b9\u4fbf\u6392\u67e5\u4ee5\u53ca\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898":96,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":85,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":51,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":64,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":65,"\u65b9\u5f0f1":96,"\u65b9\u5f0f2":96,"\u65b9\u5f0f\u5c06\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u53c2\u6570\u5e8f\u5217\u5316\u5230\u4e00\u4e2a\u6587\u4ef6":124,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":65,"\u65b9\u6cd5\u4e00":136,"\u65b9\u6cd5\u4e09":136,"\u65b9\u6cd5\u4e8c":136,"\u65c1\u8fb9":106,"\u65e0":106,"\u65e0\u5ef6\u8fdf":134,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":68,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":37,"\u65e0\u8bba\u662f\u4ece":37,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":37,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":65,"\u65e0\u9700\u5173\u5fc3\u548c\u5904\u7406\u5e8f\u5217\u4fe1\u606f":123,"\u65e0\u9700\u63d0\u4f9b\u975e\u96f6\u5143\u7684\u503c":123,"\u65e0\u9700\u9644\u52a0\u5e8f\u5217\u4fe1\u606f":123,"\u65e0\u9ed8\u8ba4\u503c":[138,140],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":94,"\u65e9\u9910":106,"\u65f6":[36,64,65,96,98,105,109,112,121,123,129,134,138],"\u65f6\u4e00\u8d77\u66f4\u65b0":65,"\u65f6\u4f7f\u7528openblas\u6570\u5b66\u5e93":121,"\u65f6\u5019":106,"\u65f6\u5982\u4f55\u7ec4\u7ec7\u8f93\u5165\u6570\u636e":123,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u6709\u6548":139,"\u65f6\u88ab\u8bad\u7ec3\u7684":112,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":136,"\u65f6\u95f4":106,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":106,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":98,"\u6620\u5c04\u4e3a":110,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":112,"\u662f":[51,65,93,102,106],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":112,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":119,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":119,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":105,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":105,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":68,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":119,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":136,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":69,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":112,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":118,"\u662f\u4e00\u4e2aunbound":108,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,103],"\u662f\u4e00\u6b21\u9884\u6d4b\u63a5\u53d7\u7684\u6837\u672c\u6570\u76ee":123,"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":108,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":128,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":68,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":2,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":2,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":2,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":98,"\u662f\u4f7f\u7528mkl\u6570\u5b66\u5e93":121,"\u662f\u504f\u5dee":109,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":69,"\u662f\u5411\u91cf":112,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":99,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":108,"\u662f\u5426\u4f7f\u7528":139,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":99,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":134,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":112,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":138,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[138,139],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":99,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[138,140],"\u662f\u5426\u4f7f\u80fd":139,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":99,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":113,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":125,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":134,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":99,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":134,"\u662f\u5426\u6253\u5f00":64,"\u662f\u5426\u652f\u6301gpu":99,"\u662f\u5426\u663e\u793a":134,"\u662f\u5426\u7a00\u758f":112,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":99,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":99,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":99,"\u662f\u5426\u7f16\u8bd1c":139,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":99,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":99,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":99,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":134,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":110,"\u662f\u56e0\u4e3ac99\u652f\u6301":68,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":109,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":112,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":112,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":51,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":118,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":100,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":105,"\u662f\u6211\u4eec":111,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":118,"\u662f\u6307":69,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":106,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":106,"\u662f\u6570\u636e\u8f93\u5165":109,"\u662f\u6709\u610f\u4e49\u7684":106,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":109,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":110,"\u662f\u7528\u6237\u4f7f\u7528c":69,"\u662f\u7684":110,"\u662f\u77e9\u9635":112,"\u662f\u795e\u7ecf\u7f51\u7edc\u5b9a\u4e49\u65f6":123,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":112,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":112,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":112,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":112,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":112,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":112,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":112,"\u662f\u8f93\u5165":109,"\u662f\u8fd9\u4e00\u7c7b\u7684":97,"\u662f\u8fdb\u884c\u8ba1\u7b97\u7684\u57fa\u672c\u5355\u4f4d":123,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":119,"\u662fc":69,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":108,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":119,"\u662fpaddlepaddle\u4e2d\u5355\u5c42\u5e8f\u5217\u548c\u53cc\u5c42\u5e8f\u5217\u5b58\u50a8\u793a\u610f\u56fe":123,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":108,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":112,"\u662frnn\u72b6\u6001":109,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":64,"\u663e\u7136":118,"\u665a":106,"\u6682\u4e0d\u8003\u8651\u5728\u5185":96,"\u6682\u65e0":102,"\u6682\u65f6\u4e0d\u652f\u6301python3":102,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":36,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":69,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":110,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":93,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":114,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":108,"\u66f4\u5feb":109,"\u66f4\u65b0":93,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":110,"\u66f4\u65b0\u6a21\u5f0f":96,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":115,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":96,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":98,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":104,"\u66f4\u8fdb\u4e00\u6b65":108,"\u66f4\u9ad8":109,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":108,"\u6700":106,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":129,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,100,111,112,125],"\u6700\u540e\u4e00\u4e2a":105,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":103,"\u6700\u540e\u518d\u8c03\u7528mutabl":114,"\u6700\u540e\u5220\u9664":85,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":112,"\u6700\u540e\u8ba1\u7b97softmax":97,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":139,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":134,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":68,"\u6700\u65b0\u7684\u4ee3\u7801":111,"\u6700\u65b0\u7684paddlepaddl":[93,100],"\u6700\u7ec8":112,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":108,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":103,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":108,"\u6708\u6e56":106,"\u6709":106,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[138,139,140],"\u6709\u4e24\u79cd\u65b9\u6cd5":99,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":112,"\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":112,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":96,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":110,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[138,139],"\u6709\u5173":106,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":138,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":103,"\u6709\u52a9\u4e8e\u5728\u8bad\u7ec3\u65f6\u89c2\u5bdf\u5177\u4f53\u6570\u503c":96,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":126,"\u6709\u591a\u96be":110,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[64,65],"\u6709\u65f6\u5019\u6211\u4eec\u4f1a\u5e0c\u671b\u6e05\u7406\u6389\u5df2\u7ecf\u4e0b\u8f7d\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u4ee5\u53ca\u5df2\u7ecf\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6":110,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":110,"\u6709\u6807\u51c6\u7684":68,"\u6709\u7684\u65f6\u5019":68,"\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":119,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":93,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":118,"\u670d\u52a1":106,"\u670d\u52a1\u5458":106,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":125,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":98,"\u672a\u8bbe\u7f6e":139,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":2,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":106,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":2,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":2,"\u672c\u4f8b\u7684":2,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":85,"\u672c\u5730":[93,102],"\u672c\u5730\u6d4b\u8bd5":133,"\u672c\u5730\u8bad\u7ec3":[123,133],"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":95,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":136,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":113,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":109,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":106,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":110,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":106,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":106,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":129,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528paddlepaddle\u5728\u4e0d\u540c\u7684\u96c6\u7fa4\u6846\u67b6\u4e0b\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":125,"\u672c\u6587\u6863\u5c06\u4ee5linux":138,"\u672c\u6587\u6863\u63cf\u8ff0paddl":69,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":139,"\u672c\u6765":106,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":129,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":129,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":129,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":106,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":106,"\u673a\u5668\u4e0a\u4ee5\u53ca":140,"\u673a\u5668\u7684\u8bbe\u5907":136,"\u673a\u5668\u7ffb\u8bd1":85,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":134,"\u6765":106,"\u6765\u4e3a\u4e00\u4e2a":123,"\u6765\u4ee3\u66ff":111,"\u6765\u4f20\u8f93\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u4e2d\u5b9a\u4e49\u7684\u7f51\u7edc\u7ed3\u6784\u548c\u76f8\u5173\u53c2\u6570":124,"\u6765\u4f7f\u7528dropout":97,"\u6765\u4f7f\u7528dropout\u7684":97,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":36,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":112,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":64,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":119,"\u6765\u521d\u59cb\u5316\u53c2\u6570":98,"\u6765\u542f\u52a8\u548c":110,"\u6765\u5b58\u50a8":123,"\u6765\u5b58\u50a8\u6570\u636e":[123,124],"\u6765\u5b8c\u6210\u524d\u5411\u548c\u53cd\u5411\u8ba1\u7b97":124,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":103,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":109,"\u6765\u5b9e\u73b0":65,"\u6765\u5b9e\u9645\u5b58\u50a8\u6570\u636e":[123,124],"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":106,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[138,139],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":112,"\u6765\u6267\u884c":110,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":114,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":113,"\u6765\u63cf\u8ff0\u8f93\u5165":123,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":103,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":118,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":118,"\u6765\u6ce8\u518c\u8be5\u5c42":112,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":136,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":110,"\u6765\u7279\u6307":123,"\u6765\u7279\u6307\u8c03\u7528paddlepaddl":124,"\u6765\u7279\u6307paddlepaddl":124,"\u6765\u7279\u6307paddlepaddle\u4e2d\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":123,"\u6765\u7279\u6307paddlepaddle\u4e2d\u7684\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":123,"\u6765\u7279\u6307paddlepaddle\u4e2d\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u5c42\u4e00\u4e2a\u8f93\u5165":123,"\u6765\u786e\u4fdd\u628a":68,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u786e\u5b9a\u7a00\u758f\u77e9\u9635\u7684\u5185\u5bb9":123,"\u6765\u7f16\u8bd1":110,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":112,"\u6765\u8868\u793a":109,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":109,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":68,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":96,"\u6765\u8ba1\u7b97\u68af\u5ea6":112,"\u6765\u8bb0\u5f55\u8f93\u5165":123,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":106,"\u6765\u8bbe\u7f6e":98,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":37,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":2,"\u6765\u8bfb\u53d6\u4e00\u4e2a":123,"\u6765\u8c03\u6574":111,"\u6765\u8c03\u7528":110,"\u6765\u8fd0\u884c\u5305\u62ec":110,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":110,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":119,"\u6765\u8fd0\u884c\u955c\u50cf":100,"\u6765\u8fdb\u884c\u8ba8\u8bba":69,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":96,"\u676f\u5b50":106,"\u6784\u5efa":138,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":138,"\u6784\u5efa\u76ee\u6807\u4e3a":139,"\u6784\u6210\u4e00\u4e2a\u5e8f\u5217":123,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":105,"\u6784\u9020":129,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":113,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":113,"\u6784\u9020paddl":4,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":139,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":139,"\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":106,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":133,"\u67e5\u770b":111,"\u67e5\u770b\u5305\u7684\u5927\u5c0f":93,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":111,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":111,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":111,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":94,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":128,"\u67e5\u770blatest":85,"\u6807\u51c6":102,"\u6807\u51c6\u5dee\u4e3a":98,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":85,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":118,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":118,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":134,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":118,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":118,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":118,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":110,"\u6838\u5fc3\u4ee3\u7801\u7f16\u8bd1\u6210\u94fe\u63a5\u5e93":121,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":138,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":136,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":129,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":134,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":114,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":133,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":134,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":134,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":128,"\u6839\u636eport":125,"\u683c\u5f0f":134,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":65,"\u683c\u5f0f\u5b58\u50a8":123,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":113,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":139,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":139,"\u68af\u5ea6\u4f1a\u5c31\u5730":112,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":125,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":134,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":112,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":134,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":112,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":112,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":36,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":113,"\u697c\u5c42":106,"\u6982\u5ff5\u4e0a":124,"\u6982\u5ff5\u4e0a\u53ef\u4ee5\u5c06":123,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":114,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":96,"\u6a21\u578b\u4e2d\u6240\u6709\u53ef\u5b66\u4e60\u53c2\u6570\u4f1a\u88ab\u5b58\u4e3a\u4e00\u4e2a\u538b\u7f29\u6587\u4ef6":124,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":36,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":36,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":126,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":109,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":109,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":109,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":109,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":103,"\u6a21\u578b\u914d\u7f6e":[0,95],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":68,"\u6a21\u578b\u9884\u6d4b":4,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":118,"\u6a2a\u5411\u62fc\u63a5":96,"\u6b21":106,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":64,"\u6b22\u8fce\u901a\u8fc7":111,"\u6b63\u5728\u7b49\u5f85\u672a\u5b8c\u6210\u7684\u4efb\u52a1":93,"\u6b63\u5e38\u60c5\u51b5\u4e0b\u662f75m":93,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":93,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":133,"\u6b64\u547d\u4ee4\u5c06\u5728":138,"\u6b64\u5904\u90fd\u4e3a2":106,"\u6b64\u5916":[97,110,111,138],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":118,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":119,"\u6b64\u65b9\u6cd5\u4e0d\u80fd\u83b7\u53d6":96,"\u6b64\u65f6\u53ea\u9700\u8981":110,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":96,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":98,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":65,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":36,"\u6b64\u76ee\u5f55":124,"\u6b64\u793a\u4f8b":124,"\u6b64\u7c7b\u62a5\u9519\u901a\u5e38\u662f\u7531\u4e8e\u67d0\u4e00\u4e2a\u8282\u70b9\u7684\u9519\u8bef\u5bfc\u81f4\u8fd9\u4e2a\u8282\u70b9\u7684\u8bad\u7ec3\u8fdb\u7a0b\u9000\u51fa":94,"\u6b65\u9aa4":96,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":108,"\u6bb5\u843d\u662f\u7531\u53e5\u5b50\u6784\u6210\u7684\u5e8f\u5217":123,"\u6bcf\u4e00\u4e2a":[85,124],"\u6bcf\u4e00\u4e2a\u5916\u5c42\u5e8f\u5217\u53c8\u542b\u6709\u82e5\u5e72\u4e2a\u5185\u5c42\u5e8f\u5217":123,"\u6bcf\u4e00\u4e2a\u5e8f\u5217\u5728\u6574\u4e2a":123,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":37,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":106,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":106,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":126,"\u6bcf\u4e00\u4e2a\u8f93\u5165":[123,124],"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":96,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":118,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":106,"\u6bcf\u4e00\u884c\u5143\u7d20\u5728":123,"\u6bcf\u4e2a":65,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":37,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":105,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":105,"\u6bcf\u4e2a\u5355\u5c42rnn":108,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":125,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":106,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":109,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":109,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":106,"\u6bcf\u4e2a\u5c42\u5728\u5176":112,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":134,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":108,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":106,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":112,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":106,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":106,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":65,"\u6bcf\u4e2a\u72b6\u6001":108,"\u6bcf\u4e2a\u7ebf\u7a0b":134,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":134,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":134,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":112,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":112,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":125,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":111,"\u6bcf\u4e2adata":37,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":65,"\u6bcf\u4e2aparamet":36,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":129,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":36,"\u6bcf\u4e2atrainer\u542f\u52a8\u540e\u8bfb\u53d6\u5207\u5206\u597d\u7684\u4e00\u90e8\u5206\u6570\u636e":125,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":125,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":125,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":125,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":134,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":136,"\u6bcf\u6279\u6b21":134,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":111,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":111,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":64,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":118,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":37,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":112,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":134,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":134,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":134,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":134,"\u6bcf\u969410\u5206\u949f":36,"\u6bcfdot":134,"\u6bcflog":134,"\u6bcfsave":134,"\u6bcftest":134,"\u6bd4\u5982":[37,65,94,96,100,110,111],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":106,"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":65,"\u6bd4\u5982\u5728":100,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":111,"\u6bd4\u5982\u5c06":85,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":139,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[138,140],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":36,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":37,"\u6bd4\u5982\u8282\u70b9\u7684id":125,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":98,"\u6bd4\u5982cento":102,"\u6bd4\u5982fpe":94,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":111,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":37,"\u6bd4\u5982pil\u5e93\u7b49":125,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":118,"\u6c34\u6e29":106,"\u6c49\u5ead":106,"\u6ca1":106,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":64,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[93,102],"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[138,140],"\u6ce8":[36,85,100,123],"\u6ce8\u518c":113,"\u6ce8\u518ccpu":113,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[64,65],"\u6ce8\u518cop":113,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":113,"\u6ce8\u610f":[2,65,96,99,103,109,112,115,118,124,125,129,138,139,140],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":129,"\u6ce8\u610f\u4e8b\u9879":123,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":136,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":129,"\u6ce8\u91ca":113,"\u6cf3\u6c60":106,"\u6d41":106,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":111,"\u6d44":106,"\u6d4b\u8bd5":111,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":65,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":134,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":111,"\u6d4b\u8bd5\u672c\u6b21release\u7684\u6b63\u786e\u6027":85,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":65,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":136,"\u6d4b\u8bd5model_list":133,"\u6d4b\u8bd5oper":113,"\u6d4b\u8bd5save_dir":133,"\u6d6e\u70b9\u578b\u6570\u636e":37,"\u6d6e\u70b9\u578b\u7a00\u758f\u77e9\u9635":123,"\u6d6e\u70b9\u578b\u7a20\u5bc6\u77e9\u9635":123,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":96,"\u6d6e\u70b9\u6570":123,"\u6d6e\u70b9\u6570\u5411\u91cf\u7b49":123,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":112,"\u6df1\u5165paddlepaddl":65,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":118,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":118,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":109,"\u6dfb\u52a0":64,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":113,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":129,"\u6dfb\u52a0\u5e8f\u5217\u4fe1\u606f":123,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[64,65],"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":113,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":113,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":113,"\u6e05\u7406":110,"\u6e05\u7406\u548c\u7ed3\u675f":124,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":93,"\u6e29\u99a8":106,"\u6e90\u4ee3\u7801\u683c\u5f0f":111,"\u6e90\u5e8f\u5217":109,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":110,"\u6f5c\u5728\u4f1a\u5f15\u8d77\u672a\u5b9a\u4e49\u884c\u4e3a":123,"\u6fc0\u6d3b":112,"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":65,"\u6fc0\u6d3b\u65b9\u7a0b":112,"\u6fc0\u6d3b\u7684\u7c7b\u578b":112,"\u70b9\u51fb":[85,102],"\u70b9\u51fb\u8fd9\u91cc":115,"\u70ed\u60c5":106,"\u7136\u540e":[119,126],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":125,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":108,"\u7136\u540e\u4f7f\u7528":139,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":114,"\u7136\u540e\u5355\u51fb":111,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":130,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":129,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":106,"\u7136\u540e\u5728\u524d\u5411":64,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":100,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":98,"\u7136\u540e\u5728etcd\u7684":36,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":93,"\u7136\u540e\u5b9a\u4e49":109,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":129,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":97,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":51,"\u7136\u540e\u6240\u6709\u7528":111,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":51,"\u7136\u540e\u6253\u5370\u8f93\u51fa":103,"\u7136\u540e\u6309\u7167\u4e0a\u8ff0\u7684\u65b9\u6cd5":85,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":111,"\u7136\u540e\u70b9\u51fb":[85,111],"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":129,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":112,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":129,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":129,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":93,"\u7136\u800c":[109,134],"\u7248\u672c":[99,102,110,139],"\u7248\u672c\u4e3acpu_avx_mkl":100,"\u7248\u672c\u4e3acpu_avx_openbla":[102,104],"\u7248\u672c\u5206\u652f":85,"\u7248\u672c\u53f7":85,"\u7248\u672c\u53f7\u5bf9\u5e94\u7684tag\u5373\u53ef":85,"\u7248\u672c\u53f7rc":85,"\u7248\u672c\u5728":111,"\u7248\u672c\u8bf4\u660e":102,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":85,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":96,"\u7279\u6307":124,"\u7279\u6709\u7684\u8bbe\u5907id":65,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":101,"\u72ec\u7acb\u5de5\u5177\u94fe":138,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":138,"\u73af\u5883\u53d8\u91cf":125,"\u73af\u5883\u53d8\u91cf\u4e2d":121,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":96,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":64,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":68,"\u7406\u89e3":110,"\u7406\u89e3\u4e3a\u4e00\u4e2a\u4e00\u7ef4\u7684\u6574\u578b\u6570\u7ec4":123,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":119,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":37,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":37,"\u751f\u4ea7\u955c\u50cf":111,"\u751f\u6210":129,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":68,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":115,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":109,"\u751f\u6210\u6587\u6863":68,"\u751f\u6210\u7684":37,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":118,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":129,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":96,"\u751f\u6210\u7ed9\u5b9a":37,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":112,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":111,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":118,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":113,"\u751f\u6210api\u6587\u6863":68,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":51,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":118,"\u7528":51,"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":112,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":136,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":97,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":134,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":113,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":65,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":125,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":134,"\u7528\u4e8e\u7ba1\u7406mkl":65,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":2,"\u7528\u4e8e\u83b7\u53d6\u7279\u5b9alayer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":97,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":109,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":125,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":64,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":65,"\u7528\u4e8emkl":[64,65],"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":109,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":106,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":118,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":37,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":37,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4f7f\u7528paddlepaddle\u63d0\u4f9b\u7684\u5b98\u65b9\u5f00\u53d1\u955c\u50cf":138,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":1,"\u7528\u6237\u4eceapp":139,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":108,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":115,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":138,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":115,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":69,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":37,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":69,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":134,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":136,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":1,"\u7528\u6237\u53ef\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":138,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":99,"\u7528\u6237\u53ef\u5c06":138,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":139,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":138,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":138,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":138,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":97,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":93,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":37,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":2,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":98,"\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":129,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":93,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":51,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[138,139,140],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[97,98],"\u7528\u6237\u901a\u8fc7c":69,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":136,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[138,140],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":93,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":138,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":110,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":112,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":118,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":129,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":101,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":118,"\u7531":[97,108,123],"\u7531\u4e8e":121,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":64,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":106,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":36,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":106,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":112,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":1,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":2,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":36,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":2,"\u7531\u4e8earm64\u67b6\u6784\u8981\u6c42android":138,"\u7531\u4e8ec":68,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":51,"\u7531\u4e8eeigen":114,"\u7531\u4e8emkl":65,"\u7531\u4e8epypi":85,"\u7531\u4e8estep":108,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":114,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":65,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":105,"\u7531\u94fe\u63a5\u65b9\u5f0f\u51b3\u5b9a":121,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":51,"\u7535\u8111":106,"\u767b\u5f55\u5230head\u8282\u70b9":130,"\u7684":[102,106,110,111,114,123,124,126,129,139],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u5b50\u96c6":65,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":108,"\u7684\u4e3a0":134,"\u7684\u4efb\u4e00\u4e00\u79cd":96,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":114,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":105,"\u7684\u4fe1\u606f":65,"\u7684\u503c":[138,139,140],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":138,"\u7684\u504f\u7f6e\u5411\u91cf":112,"\u7684\u5171\u4eab\u5df2\u7ecf\u52a0\u8f7d\u7684\u9884\u6d4b\u6a21\u578b":124,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":113,"\u7684\u5185\u5b58":96,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":129,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":119,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":113,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":65,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":134,"\u7684\u53d8\u6362\u77e9\u9635":112,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":109,"\u7684\u5411\u91cf":112,"\u7684\u542f\u52a8\u53c2\u6570":129,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":129,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":118,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":68,"\u7684\u5730\u65b9":111,"\u7684\u5747\u5300\u5206\u5e03":98,"\u7684\u57fa\u672c\u903b\u8f91":65,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":125,"\u7684\u5934\u6587\u4ef6":68,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":65,"\u7684\u5b9e\u73b0":113,"\u7684\u5de5\u4f5c\u6d41\u7a0b\u5982\u56fe1\u6240\u793a":124,"\u7684\u5e73\u5747\u503c":105,"\u7684\u5e8f\u5217":123,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":106,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":111,"\u7684\u5f00\u53d1\u6d41\u7a0b":110,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":113,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":118,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":118,"\u7684\u6027\u80fd\u6709\u95ee\u9898":118,"\u7684\u60c5\u51b5\u4e0b":64,"\u7684\u63a5\u53e3\u6837\u5f0f":68,"\u7684\u63a5\u53e3\u8bf7\u67e5\u770b":123,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":111,"\u7684\u64cd\u4f5c":114,"\u7684\u6570\u636e\u6d41\u56fe":37,"\u7684\u6570\u76ee\u4e00\u81f4":105,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":111,"\u7684\u65b9\u7a0b":112,"\u7684\u65f6\u5019":65,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":96,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":106,"\u7684\u6700\u5c0f\u503c":134,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":111,"\u7684\u6784\u9020\u51fd\u6570":113,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":109,"\u7684\u6837\u5f0f":111,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":108,"\u7684\u6839\u76ee\u5f55":139,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":65,"\u7684\u683c\u5f0f\u5b58\u50a8":65,"\u7684\u6982\u5ff5":65,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":108,"\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":128,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":111,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":68,"\u7684\u7248\u672c":[85,110,140],"\u7684\u72b6\u6001":108,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":138,"\u7684\u77e9\u9635":[96,112],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":112,"\u7684\u7a20\u5bc6\u77e9\u9635":123,"\u7684\u7a20\u5bc6\u77e9\u9635\u662f\u4e00\u4e2a\u7531":123,"\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":124,"\u7684\u7b2ci\u4e2a\u503c":112,"\u7684\u7b2cj\u4e2a\u503c":112,"\u7684\u7cfb\u7edf":110,"\u7684\u7ed3\u679c":64,"\u7684\u7f16\u5199":125,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":138,"\u7684\u7f29\u5199":51,"\u7684\u7f51\u7edc\u6a21\u578b":64,"\u7684\u89c4\u8303":68,"\u7684\u89d2\u5ea6":37,"\u7684\u8ba1\u7b97\u4ee3\u7801":114,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":113,"\u7684\u8bdd":96,"\u7684\u8be6\u7ec6\u4fe1\u606f":118,"\u7684\u8f93\u5165":108,"\u7684\u8f93\u51fa":[96,119],"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":119,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":109,"\u7684\u8f93\u51fa\u683c\u5f0f":106,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":109,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":96,"\u7684\u8fd0\u884c\u73af\u5883":110,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":111,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":37,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":110,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":111,"\u7684cpu":113,"\u7684docker\u955c\u50cf":100,"\u7684flag":[64,65],"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":125,"\u7684paddlepaddle\u5e93":138,"\u7684vanilla":64,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":125,"\u76ee\u524d":108,"\u76ee\u524d\u4f7f\u7528":111,"\u76ee\u524d\u53ea\u8003\u8651":65,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":36,"\u76ee\u524d\u5728paddlepaddle\u4e2d":65,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":65,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":68,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":140,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":51,"\u76ee\u524d\u63d0\u4f9b\u4e09\u79cd\u94fe\u63a5\u65b9\u5f0f":121,"\u76ee\u524d\u652f\u6301":138,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":105,"\u76ee\u524d\u652f\u6301cento":104,"\u76ee\u524d\u652f\u6301fail":134,"\u76ee\u524d\u7684\u4f18\u5316":65,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":134,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":108,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":68,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":115,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":64,"\u76ee\u5f55":[100,110,126,128,129,138,139,140],"\u76ee\u5f55\u4e0b":[69,112,126],"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":65,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":113,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":139,"\u76ee\u5f55\u4e0b\u7684\u4ee3\u7801\u793a\u4f8b":124,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":138,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":93,"\u76ee\u5f55\u4e2d":[121,124,126],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[138,140],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":139,"\u76ee\u5f55\u4e2d\u7684":119,"\u76ee\u5f55\u4e2dpaddl":129,"\u76ee\u5f55\u548c":[138,139,140],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":129,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":138,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":140,"\u76ee\u6807\u5411\u91cf":109,"\u76ee\u6807\u5de5\u5177\u94fe":138,"\u76ee\u6807\u673a\u7248protobuf\u5e93":140,"\u76ee\u6807\u67b6\u6784":139,"\u76ee\u6807\u67b6\u6784abi":138,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":98,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":101,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":68,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":69,"\u76f4\u63a5\u5347\u7ea7\u5230\u66f4\u65b0\u7684\u7248\u672c":99,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":68,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":113,"\u76f4\u63a5\u8fd0\u884c":100,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f8\u5173\u5c42":64,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":98,"\u76f8\u5bf9":106,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":1,"\u76f8\u5bf9mnist\u800c\u8a00":2,"\u76f8\u5f53":106,"\u76f8\u6bd4":113,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":94,"\u77a7":104,"\u77e9\u9635":133,"\u77e9\u9635\u4e2d\u6bcf\u4e2a\u5143\u7d20\u7684\u503c\u968f\u673a\u751f\u6210":123,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":113,"\u77e9\u9635\u5927\u5c0f\u662f":64,"\u77e9\u9635\u662f\u5426\u662f\u4e00\u4e2a\u5e8f\u5217":123,"\u77e9\u9635\u7684\u9ad8\u5ea6":123,"\u77e9\u9635\u91cc\u7684\u5143\u7d20\u662f\u6d6e\u70b9\u6570":123,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":111,"\u78c1\u76d8\u4e0d\u591f":110,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":94,"\u793a\u4f8b":[96,98,124],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":106,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":106,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":106,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":[96,124],"\u793a\u4f8b\u5982\u4e0b":98,"\u793a\u4f8b\u7a0b\u5e8f":125,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":68,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":68,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u5165":123,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u5165\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":124,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":36,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":103,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":103,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":96,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":114,"\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u5c06\u88ab\u5e8f\u5217\u5316\u5408\u5e76\u5165\u4e00\u4e2a\u6587\u4ef6":124,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":106,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":96,"\u79bb":106,"\u79bb\u7ebf\u6279\u5904\u7406":37,"\u79f0\u4e3a":[109,111],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":138,"\u79f0\u4e4b\u4e3a":123,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":105,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":134,"\u79f0\u4f5c\u6709kernel":113,"\u79f0\u4f5ckernel":113,"\u79fb\u52a8\u7aef\u9884\u6d4b":123,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":112,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":129,"\u7a00\u758f\u768401\u5411\u91cf":[2,103],"\u7a00\u758f\u7684\u5411\u91cf":[2,103],"\u7a00\u758f\u77e9\u9635":123,"\u7a00\u758f\u77e9\u9635\u4f7f\u7528":123,"\u7a00\u758f\u77e9\u9635\u53ca\u76f8\u5173\u7684\u63a5\u53e3":123,"\u7a00\u758f\u77e9\u9635\u5b58\u50a8\u793a\u610f\u56fe":123,"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":136,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":129,"\u7a0b\u5e8f\u4f9d\u8d56":125,"\u7a0b\u5e8f\u505c\u6b62":134,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":118,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":134,"\u7a20\u5bc6\u5411\u91cf":112,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":129,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,103],"\u7a20\u5bc6\u77e9\u9635":123,"\u7a97\u6237":106,"\u7acb\u523b\u9000\u51fa":96,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":99,"\u7ae0\u8282":138,"\u7aef\u53e3":94,"\u7aef\u6570\u636e\u7c7b\u578b":123,"\u7aef\u7684":118,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":96,"\u7b2c":106,"\u7b2c\u4e00\u4e2a":111,"\u7b2c\u4e00\u4e2a\u53c2\u6570":113,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":2,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":106,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":85,"\u7b2c\u4e00\u5929":106,"\u7b2c\u4e00\u6b65\u9700\u8c03\u7528":124,"\u7b2c\u4e00\u7ae0\u8282":103,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09\u4e2a\u53c2\u6570":113,"\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u9700\u8981\u6309\u7167\u4e0e\u65b9\u5f0f2\u540c\u6837\u65b9\u6cd5\u663e\u793a\u5730\u8fdb\u884c\u94fe\u63a5":121,"\u7b2c\u4e09\u65b9\u94fe\u63a5\u5e93\u548c\u5934\u6587\u4ef6":121,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":85,"\u7b2c\u4e8c\u4e2a":96,"\u7b2c\u4e8c\u4e2a\u4e3a":85,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":113,"\u7b2c\u4e8c\u7c7b":97,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":112,"\u7b49":[65,69,94,113,124],"\u7b49\u4e8e\u6837\u672c\u6570":96,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":69,"\u7b49\u53c2\u6570":129,"\u7b49\u5f85\u7f16\u8bd1\u5b8c\u6210\u540e":85,"\u7b49\u6587\u4ef6":69,"\u7b49\u7b2c\u4e09\u65b9\u5e93":121,"\u7b80\u5199":113,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":113,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":113,"\u7b80\u5355\u6765\u8bf4":119,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":98,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":119,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":128,"\u7b80\u76f4":106,"\u7b97\u6cd5":[96,109],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":109,"\u7ba1\u7406\u4e86\u6bcf\u4e2a\u8ba1\u7b97\u5c42\u8f93\u51fa\u7684\u5b58\u50a8\u7a7a\u95f4":124,"\u7c7b\u4f3c":[69,105],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":112,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":133,"\u7c7b\u522b\u6807\u7b7e\u4e4b\u4e00":124,"\u7c7b\u522b\u6807\u7b7e\u5c42":124,"\u7c7b\u540d\u548cc":68,"\u7c7b\u578b":[68,113,123,134],"\u7c7b\u578b\u4e3a":113,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":114,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":105,"\u7c7b\u578b\u540d\u4e3a":113,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":96,"\u7c7b\u578b\u662fsparse_binary_vector":[2,103],"\u7c7b\u578b\u662fsparse_float_vector":[2,103],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":106,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":113,"\u7c7b\u578b\u8fd8\u662f":123,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":113,"\u7c7b\u7684\u5bf9\u8c61":124,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":112,"\u7c7b\u91cd\u5199":113,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":112,"\u7cfb\u6570":113,"\u7cfb\u7edf\u4e2d\u7684\u74f6\u9888\u53ef\u80fd\u548c\u7a0b\u5e8f\u5458\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u60f3\u8c61\u7684\u74f6\u9888\u76f8\u53bb\u751a\u8fdc":118,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":113,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":125,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":113,"\u7ebf\u7a0bid\u53f7":136,"\u7ec6\u8282\u63cf\u8ff0":135,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":96,"\u7ed3\u5c3e":113,"\u7ed3\u675f\u6807\u8bb0":109,"\u7ed3\u675f\u9884\u6d4b\u4e4b\u540e":124,"\u7ed3\u6784\u4f53":[123,124],"\u7ed3\u679c\u4f1a\u5199\u5165\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":124,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":118,"\u7ed3\u679c\u8f93\u51fa\u5230":110,"\u7ed3\u8bba":68,"\u7ed9":106,"\u7ed9\u4e2a\u7b80\u5355\u7684":111,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":108,"\u7edf\u4e00\u7528":37,"\u7ee7\u627f\u81ea":113,"\u7ee7\u627f\u81eaoperatorbas":113,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":106,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":106,"\u7ef4\u7a7a\u95f4":109,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":109,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":96,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199":100,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":100,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":129,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":129,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":118,"\u7f16\u5199\u7684\u90e8\u5206":102,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":125,"\u7f16\u53f7\u4ece0\u5f00\u59cb":96,"\u7f16\u7801\u5411\u91cf":109,"\u7f16\u7801\u5668\u8f93\u51fa":109,"\u7f16\u7801\u6e90\u5e8f\u5217":109,"\u7f16\u8bd1":[100,110,111,122,138],"\u7f16\u8bd1\u51fa\u7684paddlepaddle\u9884\u6d4b\u5e93\u548c\u5934\u6587\u4ef6":121,"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":115,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":140,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[138,139],"\u7f16\u8bd1\u5668":[138,139,140],"\u7f16\u8bd1\u5668\u6ca1\u6709":68,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":138,"\u7f16\u8bd1\u578b\u8bed\u8a00":68,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":95,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":138,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":115,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":99,"\u7f16\u8bd1\u5de5\u5177\u94fe":138,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":140,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":118,"\u7f16\u8bd1\u6210\u529f\u540e":113,"\u7f16\u8bd1\u6210\u529f\u540e\u5728":121,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":134,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":118,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":65,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":118,"\u7f16\u8bd1\u65f6\u6307\u5b9a":118,"\u7f16\u8bd1\u751f\u6210":115,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":85,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":85,"\u7f16\u8bd1c":69,"\u7f16\u8bd1paddlepaddl":99,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":112,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":112,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":112,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":112,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":134,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":112,"\u7f51\u7edc\u63a5\u53d7\u4e00\u5e45\u56fe\u7247\u4f5c\u4e3a\u8f93\u5165":124,"\u7f51\u7edc\u7ed3\u6784\u7684\u5e8f\u5217\u5316\u7ed3\u679c\u548c\u6a21\u578b\u53c2\u6570\u5b58\u50a8\u76ee\u5f55":124,"\u7f51\u7edc\u901a\u4fe1":112,"\u7f51\u901f\u6216ssl\u94fe\u63a5\u539f\u56e0":93,"\u800c":[97,109,118],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":114,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":69,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":68,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":97,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":93,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":106,"\u800c\u4e0d\u662f\u76f8\u5bf9":123,"\u800c\u4e0d\u662fc":123,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":69,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":125,"\u800c\u4e14\u5305\u542b\u4e86c":102,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":51,"\u800c\u4e14cento":102,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":134,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":119,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":119,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":136,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":36,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":106,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":113,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":97,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":114,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":68,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":68,"\u800c\u5b89\u88c5\u5305":[93,102],"\u800c\u5b89\u88c5\u5305\u662f":[93,102],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":106,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":106,"\u800c\u5bf9\u4e8egolang":68,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":68,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":106,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":119,"\u800c\u662f\u5c06\u8f93\u5165":[123,124],"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":96,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":69,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":37,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":119,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":133,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":109,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":103,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":136,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":114,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":106,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":106,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":111,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":99,"\u800ceigenvector":114,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":108,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":68,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":103,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":103,"\u8054\u901a":125,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":108,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":108,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":108,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":97,"\u80fd\u83b7\u53d6":126,"\u811a\u672c":[110,124,138],"\u811a\u672c\u5f00\u59cb\u65f6":129,"\u811a\u672c\u96c6\u6210\u4e86\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u7684\u8fc7\u7a0b":124,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":111,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":126,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":108,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":36,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":138,"\u81ea\u52a8\u751f\u6210":115,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":109,"\u81ea\u52a8\u9009\u62e9":139,"\u81ea\u6b64":[138,139],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":110,"\u81ea\u7136\u8bed\u8a00\u4e2d\u7684\u53e5\u5b50\u662f\u4e00\u4e2a\u5e8f\u5217":123,"\u81ea\u7136\u8bed\u8a00\u4e2d\u7684\u6bb5\u843d\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":123,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":136,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":69,"\u81f3\u5c11\u5305\u542bgcc_3":102,"\u81f3\u5c11\u5305\u542bglibcxx_3":102,"\u81f3\u6b64":[2,106,111],"\u8212\u9002":106,"\u826f\u597d\u7684\u6587\u6863":68,"\u8282\u70b9":[125,130],"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":65,"\u82e5":112,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":98,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":139,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[138,140],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":105,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":119,"\u82e5\u6709\u5fc5\u8981":112,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":139,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":138,"\u82e5\u73af\u5883\u53d8\u91cf":[138,139,140],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":97,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":105,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":105,"\u82f1\u6587\u6587\u6863":115,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":115,"\u8303\u56f4":136,"\u83b7\u53d6":111,"\u83b7\u53d6\u53ef\u9009\u7684tag":100,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":102,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":93,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":36,"\u83b7\u53d6\u6e90\u7801":110,"\u83b7\u53d6\u8f93\u51fa\u65f6":124,"\u83b7\u53d6trainer":129,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":112,"\u83b7\u5f97\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u67d0\u4e00\u5c42\u7684name":96,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":100,"\u83b7\u5f97\u5f53\u524dmini":96,"\u83b7\u5f97\u7684\u503c\u7c7b\u578b\u5747\u4e3a":96,"\u83b7\u5f97\u8ba1\u7b97\u7ed3\u679c":124,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":126,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":130,"\u865a\u62df\u673a\u4e0a":110,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":69,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":125,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":2,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":133,"\u884c":123,"\u884c\u504f\u79fb":123,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u53f7":118,"\u8865\u5145\u4e0a\u6b21\u7684commit":111,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":112,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":112,"\u8868\u793a":113,"\u8868\u793a\u4e3adeviceid":136,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":65,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":106,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":126,"\u8868\u793a\u6570\u636e\u7c7b\u578b":113,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7684\u504f\u79fb\u662f\u4ee5":123,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":113,"\u8868\u793a\u8bcd\u8bed\u5728\u8bcd\u5178\u4e2d\u7684\u5e8f\u53f7":123,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":129,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":129,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":140,"\u88ab":111,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":125,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":105,"\u88ab\u653e\u5728":112,"\u88ab\u79f0\u4e3a":109,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":119,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":129,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":105,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":108,"\u8981\u8c03\u7528":112,"\u89c6\u9891\u7b49":123,"\u89e3\u51b3\u529e\u6cd5\u662f":93,"\u89e3\u51b3\u65b9\u6848\u662f":98,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":129,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":109,"\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":109,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":109,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":68,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":68,"\u8ba1\u5212\u5728":[64,65],"\u8ba1\u7b97":[109,125],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":112,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":109,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":112,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":112,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":97,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":109,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":112,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":112,"\u8ba1\u7b97\u8282\u70b9":125,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":125,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":112,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":112,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":112,"\u8ba1\u7b97\u8f93\u51fa":112,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":36,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":125,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":114,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9paddle\u6838\u5fc3\u4e2d":69,"\u8bad\u7ec3":133,"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":36,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":85,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":126,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":119,"\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u9ed8\u8ba4\u4fdd\u5b58\u5728\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":124,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":96,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":125,"\u8bad\u7ec3\u65f6":129,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u540e":109,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":85,"\u8bad\u7ec3\u7a0b\u5e8f":125,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":129,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":129,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":96,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":96,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":133,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":134,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":134,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":134,"\u8bad\u7ec3dot_period":133,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":85,"\u8bb0\u5fc6\u6a21\u5757":109,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":126,"\u8bbe\u4e3a\u672c\u5730":126,"\u8bbe\u5b9a":97,"\u8bbe\u7f6e":[69,96,97,99,138,139],"\u8bbe\u7f6e\u4e3a":112,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":97,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":134,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":134,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":97,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":98,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":98,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[96,116],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":98,"\u8bbe\u7f6e\u5e8f\u5217\u4fe1\u606f\u7684\u63a5\u53e3":123,"\u8bbe\u7f6e\u6210":98,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":96,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":112,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":113,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":136,"\u8bbe\u7f6egpu":134,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":118,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":129,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":111,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":111,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":111,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":111,"\u8bc6\u522b\u6570\u5b57":85,"\u8bcd\u5411\u91cf":85,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":119,"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":2,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":2,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":2,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":134,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":134,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":134,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":134,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":134,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":134,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":134,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":134,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":134,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":2,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":112,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":134,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":112,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":2,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":99,"\u8be5\u63a5\u53e3\u63a5\u53d7\u4e24\u4e2a\u53c2\u6570":124,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":134,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":64,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":118,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":109,"\u8be5\u7c7b\u7684":113,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":112,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":65,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":138,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":112,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":97,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":106,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":113,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":126,"\u8be6\u7ec6\u53c2\u8003":99,"\u8be6\u7ec6\u53ef\u53c2\u8003":111,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":96,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":99,"\u8be6\u7ec6\u89c1":105,"\u8be6\u7ec6\u8bbe\u8ba1":51,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":85,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":118,"\u8bf4\u660e":[36,99,102,123],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":111,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":112,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":113,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":100,"\u8bf7\u4fdd\u8bc1travi":111,"\u8bf7\u5148\u4f7f\u7528":[138,139,140],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":136,"\u8bf7\u53c2\u8003":[2,69,93,96,103,106,112,113,124],"\u8bf7\u53c2\u8003\u6b64":124,"\u8bf7\u53c2\u89c1":111,"\u8bf7\u53c2\u9605":109,"\u8bf7\u5728\u8be5pull":111,"\u8bf7\u5728\u8f93\u5165\u65f6\u8fdb\u884c\u5408\u6cd5\u6027\u68c0\u67e5":123,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":111,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":111,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":115,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":134,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":113,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":102,"\u8bf7\u6ce8\u610f":[109,113,128],"\u8bf7\u6ce8\u610f\u662f\u5426\u9700\u8981\u4fee\u6539\u7f51\u7edc\u7ed3\u6784":124,"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":111,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":110,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":111,"\u8bf7\u76f4\u63a5\u586b\u51450":98,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":136,"\u8bf7\u786e\u4fdd":111,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":111,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":111,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":111,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":93,"\u8bf7\u9075\u5b88":111,"\u8bf7\u91c7\u7528":111,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":136,"\u8bfb\u53d6\u6570\u636e":2,"\u8bfb\u53d6\u6bcf\u4e00\u884c":2,"\u8bfb\u53d6\u9700\u8981\u7684\u7ed3\u679c\u5373\u53ef":123,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":129,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":129,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":129,"\u8c03\u7528":[112,124,139],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u5bf9\u5e94":114,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[138,139],"\u8c03\u7528\u7528":118,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":125,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":113,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":112,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8c03\u7528c":[123,124],"\u8d21\u732e\u6587\u6863":115,"\u8d77":106,"\u8d77\u59cb\u5b58\u50a8\u5730\u5740\u4ee5\u6570\u636e\u7684\u5b58\u50a8\u5927\u5c0f\u4e3a\u5355\u4f4d\u7684\u504f\u79fb":123,"\u8df3\u8f6c\u5230":111,"\u8df3\u8fc7":96,"\u8f6c\u5316\u65b9\u6cd5\u5728\u76f8\u5e94\u7684\u9886\u57df\u90fd\u6709\u901a\u7528\u89e3\u51b3\u65b9\u6848":123,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":65,"\u8f6c\u6362\u5197\u4f59":64,"\u8f6c\u6362\u51fd\u6570":65,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":37,"\u8f6c\u6362\u8017\u65f6":64,"\u8f83":106,"\u8f93\u5165":[105,109,122,124],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":118,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":108,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":108,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":96,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":106,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":106,"\u8f93\u5165\u6570\u636e\u53ef\u5206\u4e3a":123,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":106,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":136,"\u8f93\u5165\u6570\u636e\u7c7b\u578b":123,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":112,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":112,"\u8f93\u5165\u68af\u5ea6":65,"\u8f93\u5165\u7684\u540d\u5b57":112,"\u8f93\u5165\u7684\u5927\u5c0f":112,"\u8f93\u5165\u7684\u7c7b\u578b":112,"\u8f93\u5165\u9700\u8981\u9884\u6d4b\u7684\u5411\u91cf\u7ec4":103,"\u8f93\u51fa":[105,109,113,124],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":108,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":108,"\u8f93\u51fa\u4fe1\u606f\u6709\u673a\u5730\u7ec4\u7ec7\u5728\u4e00\u8d77":123,"\u8f93\u51fa\u51fd\u6570":109,"\u8f93\u51fa\u521b\u5efa":[123,124],"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":105,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":108,"\u8f93\u51fa\u6240\u643a\u5e26\u7684\u5e8f\u5217\u4fe1\u606f":123,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":65,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":65,"\u8f93\u51fa\u6570\u636e\u662f\u5728\u4e0a\u6587\u4ecb\u7ecd\u7684":123,"\u8f93\u51fa\u6570\u636e\u6709\u673a\u5730\u7ec4\u7ec7\u5728\u4e00\u8d77":124,"\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7":[122,124],"\u8f93\u51fa\u7531":123,"\u8f93\u51fa\u7684\u5e8f\u5217\u4fe1\u606f":123,"\u8f93\u51fa\u7684\u68af\u5ea6":134,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":128,"\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a":123,"\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":123,"\u8f93\u51fa\u90fd\u4f1a\u5bf9\u5e94\u6709\u81ea\u5df1\u7684":[123,124],"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":36,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":106,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":96,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":64,"\u8fd0\u884c":124,"\u8fd0\u884c\u4e00\u4e2a":110,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":113,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":110,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":113,"\u8fd0\u884c\u5931\u8d25":136,"\u8fd0\u884c\u5b8c\u6210\u540e":126,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":118,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":118,"\u8fd0\u884c\u65e5\u5fd7":126,"\u8fd0\u884c\u65f6\u4e5f\u53ef\u80fd\u56e0\u4e3a\u591a\u7ebf\u7a0b\u4ea7\u751f\u6df7\u4e71\u4e0d\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":118,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":99,"\u8fd0\u884c\u65f6c":124,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":129,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":140,"\u8fd1":106,"\u8fd1\u671f\u76ee\u6807":65,"\u8fd4\u56de":[7,8,9,13,14,15,21,22,23,24,29],"\u8fd4\u56de0":2,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":2,"\u8fd4\u56de\u65f6":2,"\u8fd4\u56de\u7684\u662f":[2,103],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":85,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":112,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,13,14,15,22,23,24,29],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":113,"\u8fd8\u4f1a":106,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":99,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":138,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":111,"\u8fd8\u53ef\u4ee5\u901a\u8fc7\u51cf\u5c0f\u5b66\u4e60\u7387\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\u6765\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898":96,"\u8fd8\u662f":106,"\u8fd8\u662f\u4ece":37,"\u8fd8\u662f\u865a\u62df\u673a":110,"\u8fd8\u6709":106,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":125,"\u8fd8\u9700\u8981\u91cd\u5199":113,"\u8fd9":[96,106],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":98,"\u8fd9\u4e00\u4e2a\u5e93":121,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":119,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":69,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":64,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":69,"\u8fd9\u4e00\u8282\u5bf9\u56fe1\u4e2d\u9884\u6d4b\u4ee3\u7801\u7f16\u5199\u76845\u4e2a\u6b65\u9aa4\u8fdb\u884c\u4ecb\u7ecd\u548c\u8bf4\u660e":124,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":97,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":108,"\u8fd9\u4e09\u4e2a\u5206\u652f":85,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":118,"\u8fd9\u4e2a":[102,106,110],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":96,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":96,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":113,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":64,"\u8fd9\u4e2a\u51fd\u6570\u7684":109,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":106,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":109,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":69,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":69,"\u8fd9\u4e2a\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":1,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":129,"\u8fd9\u4e2a\u57fa\u7c7b":112,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":69,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":108,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":115,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":68,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":106,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":68,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":115,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":118,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":69,"\u8fd9\u4e2a\u793a\u4f8b":124,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":106,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":112,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":112,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":69,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":69,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":110,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":113,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":108,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":111,"\u8fd9\u4e2a\u9009\u62e9":[64,65],"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":109,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":2,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":69,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":37,"\u8fd9\u4e2aissu":110,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":129,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":108,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":96,"\u8fd9\u4e9b\u4f1a\u5728":[64,65],"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":125,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":113,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":65,"\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":37,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7":125,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":129,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":112,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":96,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":96,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":106,"\u8fd9\u4e9b\u955c\u50cf\u4e5f\u53ef\u4ee5\u4ece":85,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":112,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":111,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":111,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":112,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":106,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":99,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":113,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":110,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":111,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":111,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":106,"\u8fd9\u56db\u4e2a\u5e8f\u5217\u53c8\u5206\u522b\u542b\u67093":123,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":106,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":109,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":68,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":113,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":113,"\u8fd9\u610f\u5473\u7740":109,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":136,"\u8fd9\u65f6":[96,124],"\u8fd9\u65f6\u5728\u4f7f\u7528":98,"\u8fd9\u65f6\u7684":123,"\u8fd9\u65f6\u7684\u9700\u8981\u540c\u65f6\u63d0\u4f9b":123,"\u8fd9\u65f6\u884c\u504f\u79fb\u548c\u5217\u53f7\u6307\u5b9a\u7684\u5143\u7d20\u9ed8\u8ba4\u5176\u503c\u4e3a1":123,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":96,"\u8fd9\u65f6\u9700\u8981\u8c03\u7528\u521b\u5efa\u5e8f\u5217\u4fe1\u606f\u548c\u4e3a":123,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":98,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":98,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":105,"\u8fd9\u662f\u56e0\u4e3a":68,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":111,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":106,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":93,"\u8fd9\u6837":[69,125],"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":65,"\u8fd9\u6837\u4fdd\u5b58\u5728\u5206\u5e03\u5f0f\u5b58\u50a8\u4e2d\u7684\u6570\u636e\u53ef\u4ee5\u88ab\u96c6\u7fa4\u4e2d\u7684\u6bcf\u4e2a\u8282\u70b9\u8bfb\u53d6\u5230":125,"\u8fd9\u6837\u4fdd\u8bc1":85,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":110,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":96,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":99,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":136,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":110,"\u8fd9\u6837\u5bb9\u5668\u7684":129,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":37,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":51,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":65,"\u8fd9\u6837\u5f53\u8be5pull":111,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":65,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":125,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":112,"\u8fd9\u6837\u7684\u8bdd":128,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":125,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":119,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":112,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":98,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":112,"\u8fd9\u79cd\u60c5\u51b5\u591a\u51fa\u73b0\u5728\u4f7f\u7528\u591a\u7ebf\u7a0b\u9884\u6d4b\u65f6":124,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":96,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":97,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":136,"\u8fd9\u79cd\u65b9\u5f0f\u6700\u4e3a\u7b80\u4fbf":121,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":109,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":108,"\u8fd9\u79cd\u94fe\u63a5\u65b9\u5f0f\u4e3b\u8981\u7528\u4e8e\u79fb\u52a8\u7aef\u9884\u6d4b":121,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":129,"\u8fd9\u7bc7":100,"\u8fd9\u7bc7\u6587\u6863":111,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u4f1a\u4f7f\u7528":124,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u4f1a\u7edf\u4e00\u4f7f\u7528":123,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u5c06\u4f1a\u7edf\u4e00\u4f7f\u7528":123,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd":124,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":140,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728\u4f7f\u7528":123,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":110,"\u8fd9\u7bc7\u6587\u6863\u7684\u4e4b\u540e\u90e8\u5206\u4f1a\u4f7f\u7528":124,"\u8fd9\u7bc7\u6587\u7ae0":110,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":106,"\u8fd9\u884c\u547d\u4ee4\u4e2d":118,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":109,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":68,"\u8fd9\u91cc":[65,98,99,109,111,129],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":113,"\u8fd9\u91cc\u4ecb\u7ecdc":124,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":118,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":106,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":96,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":103,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":112,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":129,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":96,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":126,"\u8fd9\u91cc\u7684dockerimage\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883\u4ee5\u652f\u6301\u66f4\u591a\u7684linux":85,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":114,"\u8fd9\u91cc\u9009\u62e90":85,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":36,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":118,"\u8fdb\u4e00\u6b65\u4f18\u5316":65,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":111,"\u8fdb\u5165":85,"\u8fdb\u5165\u5bb9\u5668":128,"\u8fdb\u5165\u5bf9\u5e94\u7684\u76ee\u5f55":93,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":129,"\u8fdb\u7a0b\u7684":126,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":129,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":129,"\u8fdb\u7a0b\u9700\u8981\u7684":129,"\u8fdb\u800c\u591a\u673a":118,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":118,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":118,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":85,"\u8fdb\u884c\u4e86":106,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":129,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":129,"\u8fdb\u884c\u524d\u5411\u8ba1\u7b97":124,"\u8fdb\u884c\u56de\u590d":111,"\u8fdb\u884c\u5e8f\u5217\u5316":124,"\u8fdb\u884c\u5f00\u53d1":111,"\u8fdb\u884c\u62c6\u89e3":106,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":112,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":138,"\u8fdb\u884c\u8bad\u7ec3":124,"\u8fdb\u884c\u8bbe\u7f6e":113,"\u8fdb\u884c\u94fe\u63a5":121,"\u8fdb\u884c\u9884\u6d4b\u4f9d\u8d56\u4e8e\u5c06":121,"\u8fdb\u884c\u9884\u6d4b\u65f6":124,"\u8fdb\u884cpython\u4e0ec":118,"\u8fdb\u9636\u6307\u5357":[103,137],"\u8fde\u63a5":108,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":125,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":125,"\u9000\u51fa\u5bb9\u5668":128,"\u9002\u4e2d":106,"\u9009":106,"\u9009\u62e9":106,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":100,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":65,"\u9009\u62e9\u76ee\u6807\u5206\u652f":111,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":134,"\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u7248\u672c":85,"\u9009\u9879":[99,110],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":51,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":133,"\u901a\u5e38":[69,113,118],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":129,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":125,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":136,"\u901a\u5e38\u4f7f\u7528cento":102,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":98,"\u901a\u5e38\u5305\u542b\u4e00\u4e2acpu\u7248\u672c\u548c\u4e00\u4e2agpu\u7248\u672c":85,"\u901a\u5e38\u540d\u5b57\u662f":111,"\u901a\u5e38\u60c5\u51b5\u4e0b":119,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":128,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":36,"\u901a\u5e38\u6709\u4e24\u4e2a\u65b9\u6cd5\u6765\u6784\u5efa\u57fa\u4e8e":140,"\u901a\u5e38\u7528\u4e8e\u8868\u793a\u79bb\u6563\u7684\u7c7b\u522b\u6807\u7b7e":123,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":109,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":112,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":106,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":118,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":136,"\u901a\u5e38\u9700\u8981\u53bb\u6389\u7f51\u7edc\u4e2d\u7684":124,"\u901a\u7528":133,"\u901a\u77e5":106,"\u901a\u8fc7":[96,106,111,112,113,123],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":108,"\u901a\u8fc7\u4f7f\u7528":99,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":64,"\u901a\u8fc7\u51fd\u6570":129,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":96,"\u901a\u8fc7\u591a\u4e2a\u7ebf\u7a0b\u5171\u4eab\u540c\u4e00\u4e2a\u6a21\u578b\u6765\u51cf\u5c11\u5185\u5b58\u5f00\u9500":124,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":108,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":108,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":111,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":69,"\u901a\u8fc7\u7075\u6d3b\u4f7f\u7528\u4ee5\u4e0a\u4e24\u4e2a\u63a5\u53e3":124,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":103,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":112,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":125,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":113,"\u901a\u8fc7\u8c03\u7528":[4,123,124],"\u901a\u8fc7\u8c03\u7528\u4ee5\u4e0b\u63a5\u53e3\u521b\u5efa\u7a00\u758f\u77e9\u9635":123,"\u901a\u8fc7data":108,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":140,"\u903b\u8f91\u4e0a\u9ad8\u4e8e\u4e8c\u7ef4\u7684\u6570\u636e":123,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":51,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":97,"\u9053\u6b49":106,"\u9069":106,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":111,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":85,"\u90a3\u4e48":[69,108,112],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":108,"\u90a3\u4e48\u4f1a\u643a\u5e26\u6709":123,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":98,"\u90a3\u4e48\u5728":113,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":1,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":98,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":65,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":65,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":98,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":110,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":98,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":109,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":109,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":98,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":96,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":93,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":110,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":98,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":96,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":136,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":119,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":119,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":98,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":119,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":119,"\u90fd":106,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":65,"\u90fd\u4e0d\u9700\u8981":110,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":134,"\u90fd\u4f1a\u7ba1\u7406\u7ef4\u62a4\u4e00\u4efd\u8bad\u7ec3\u597d\u7684\u6a21\u578b":124,"\u90fd\u4f1a\u9020\u6210\u8bad\u7ec3\u4e2d\u7684\u6570\u636e\u4ecec":96,"\u90fd\u4f7f\u7528":123,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":106,"\u90fd\u53ef\u4ee5\u8fd0\u884c":110,"\u90fd\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528\u4e0b\u9762\u7684\u63a5\u53e3\u4e3a\u539f\u6709\u7684\u6570\u636e\u8f93\u5165\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f":123,"\u90fd\u5e94\u4f7f\u7528c":123,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":37,"\u90fd\u662f\u4ee5ext\u5f00\u5934":65,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":105,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":106,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":68,"\u90fd\u7528":111,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":64,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":111,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":112,"\u914d\u5236\u7f16\u8bd1\u9009\u9879":121,"\u914d\u7f6e\u6253\u5f00":119,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":112,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":110,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":51,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":109,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":112,"\u914d\u7f6eapi":105,"\u9152\u5e97":106,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":134,"\u91c7\u7528multi":98,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":36,"\u91cc":110,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":110,"\u91cc\u5b8c\u6210":113,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":68,"\u91cc\u7684":110,"\u91cc\u7684\u65e5\u5fd7":126,"\u91cc\u7684\u6e90\u7801":110,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":110,"\u91cc\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u5206\u652f":85,"\u91cc\u9762":113,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":138,"\u91cc\u9762\u6dfb\u52a0":65,"\u91ccstep\u7684\u5185\u5bb9":96,"\u91cd\u5199\u7236\u7c7blayer\u7684":65,"\u91cd\u547d\u540d\u6210":68,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":119,"\u9488\u5bf9\u4e0d\u540c\u7684":139,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":128,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":96,"\u94fe\u63a5":121,"\u94fe\u63a5\u4e2d\u627e\u5230":102,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":99,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":68,"\u94fe\u63a5\u76f8\u5bf9\u5bb9\u6613":121,"\u94fe\u63a5\u9009\u9879":121,"\u94fe\u63a5\u9759\u6001\u5e93":121,"\u9519\u8bef":93,"\u9519\u8bef\u5904\u7406":68,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":68,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":68,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":98,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":110,"\u955c\u50cf\u91cc\u6709paddlepaddle\u7684\u6e90\u7801\u4e0edemo":128,"\u957f\u5ea6":96,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":109,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":109,"\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f":123,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":134,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":134,"\u9664\u4e86":2,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":115,"\u9664\u4e86boot_lay":106,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":69,"\u9664\u6b64\u4e4b\u5916":96,"\u9664\u96f6\u7b49\u95ee\u9898":96,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":111,"\u968f\u673a\u6570\u7684\u79cd\u5b50":134,"\u968f\u673a\u6570seed":133,"\u9694\u5f00":125,"\u96c6\u6210\u5230":64,"\u96c6\u6210\u5230paddlepaddl":65,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":134,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":128,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":125,"\u96c6\u7fa4\u4efb\u52a1":126,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":126,"\u96c6\u7fa4\u6d4b\u8bd5":133,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":125,"\u96c6\u7fa4\u8bad\u7ec3":133,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":95,"\u96c6\u7fa4\u8fdb\u7a0b":126,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":113,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":119,"\u9700\u6307\u5b9a":121,"\u9700\u63d0\u4f9b\u975e\u96f6\u5143\u7684\u503c":123,"\u9700\u6ce8\u610f":121,"\u9700\u8981":[37,110,113,124],"\u9700\u8981\u4e3a":113,"\u9700\u8981\u4f7f\u7528":96,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":129,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":102,"\u9700\u8981\u4f7f\u7528\u8005\u81ea\u5df1\u4e86\u89e3\u5e76\u5b8c\u6210\u8f6c\u5316":123,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":111,"\u9700\u8981\u4fee\u6539build":85,"\u9700\u8981\u521b\u5efa\u5e76\u586b\u5199":123,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[93,102],"\u9700\u8981\u5355\u72ec":100,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":51,"\u9700\u8981\u540c\u65f6\u63d0\u4f9b\u6bcf\u4e00\u4e2a\u5185\u5c42\u5e8f\u5217\u5728\u6574\u4e2a":123,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":111,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":129,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":113,"\u9700\u8981\u54ea\u4e9b\u5c42\u7684\u8ba1\u7b97\u7ed3\u679c\u4f5c\u4e3a\u8f93\u51fa":124,"\u9700\u8981\u5728":113,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":128,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":115,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":69,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":139,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":96,"\u9700\u8981\u5c06\u7f51\u7edc\u7ed3\u6784\u4f7f\u7528":124,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":85,"\u9700\u8981\u5c06cuda\u76f8\u5173\u7684\u5e93\u8bbe\u7f6e\u5230":121,"\u9700\u8981\u5c06paddl":121,"\u9700\u8981\u5f15\u7528":69,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":110,"\u9700\u8981\u601d\u8003\u5b8c\u6210\u4ee5\u4e0b\u5de5\u4f5c":[123,124],"\u9700\u8981\u624b\u52a8\u8fdb\u884c\u89e3\u538b":124,"\u9700\u8981\u6267\u884c":[99,102,104],"\u9700\u8981\u6307\u5b9a":121,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":106,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":103,"\u9700\u8981\u660e\u786e\u6307\u5b9a":134,"\u9700\u8981\u663e\u5f0f\u5730\u94fe\u63a5":121,"\u9700\u8981\u663e\u793a\u5730\u94fe\u63a5":121,"\u9700\u8981\u663e\u793a\u5730\u94fe\u63a5mkl\u7684\u52a8\u6001\u5e93":121,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":68,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":129,"\u9700\u8981\u6ce8\u610f":113,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[65,85,96,134],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":112,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":106,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":138,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":97,"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":65,"\u9700\u8981\u81ea\u5df1\u94fe\u63a5mkl\u94fe\u63a5\u5e93":121,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":69,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":110,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":108,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":85,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":114,"\u9700\u9644\u52a0\u53cc\u5c42\u5e8f\u5217\u4fe1\u606f":123,"\u9700\u9644\u52a0\u5e8f\u5217\u4fe1\u606f":123,"\u975e\u5e38\u6570":112,"\u975e\u5e8f\u5217\u8f93\u5165\u4e0d\u643a\u5e26":123,"\u975e\u5e8f\u5217\u8f93\u5165\u65e0\u9700\u6784\u9020":123,"\u975e\u96f6\u5143\u4e2a\u6570":123,"\u975e\u96f6\u5143\u7d20\u7684\u503c":123,"\u975e\u96f6\u5143\u7d20\u7684\u5217\u53f7":123,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":112,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":138,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":138,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":110,"\u987a\u5e8f":106,"\u9884\u63d0\u4ea4\u94a9\u5b50":111,"\u9884\u6d4b\u4ee3\u7801\u66f4\u591a\u8be6\u7ec6\u793a\u4f8b\u4ee3\u7801\u8bf7\u53c2\u8003":124,"\u9884\u6d4b\u4f7f\u7528\u7684\u7f51\u7edc\u7ed3\u6784\u5f80\u5f80\u4e0d\u540c\u4e8e\u8bad\u7ec3":124,"\u9884\u6d4b\u5e93":122,"\u9884\u6d4b\u65f6":124,"\u9884\u6d4b\u65f6\u53ea\u9700\u52a0\u8f7d\u4e00\u4e2a\u6587\u4ef6\u4fbf\u4e8e\u53d1\u5e03":124,"\u9884\u6d4b\u7a0b\u5e8f\u5f00\u53d1\u4e24\u5927\u90e8\u5206":124,"\u9996\u5148":[2,106,109,112],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":99,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":111,"\u9996\u5148\u5b9a\u4e49":113,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":112,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":112,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":98,"\u9996\u5148\u901a\u8fc7":111,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":103,"\u9a71\u52a8":115,"\u9ad8\u4eae\u90e8\u5206":106,"\u9ad8\u5ea6":123,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":109,"\u9ad8\u65af\u5206\u5e03":98,"\u9ed8\u8ba4":[2,134],"\u9ed8\u8ba40":125,"\u9ed8\u8ba41":125,"\u9ed8\u8ba4127":125,"\u9ed8\u8ba4256k":51,"\u9ed8\u8ba47164":125,"\u9ed8\u8ba4\u4e0d\u663e\u793a":134,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":108,"\u9ed8\u8ba4\u4e3a0":[134,136],"\u9ed8\u8ba4\u4e3a1":[2,123,136],"\u9ed8\u8ba4\u4e3a100":136,"\u9ed8\u8ba4\u4e3a4096mb":134,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":108,"\u9ed8\u8ba4\u4e3anull":134,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":96,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":134,"\u9ed8\u8ba4\u4f7f\u7528mkl":99,"\u9ed8\u8ba4\u503c":[99,105,136,139],"\u9ed8\u8ba4\u503c\u4e3a":[138,139,140],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":139,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":108,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[98,126],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":98,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":106,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":100,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":100,"\u9ed8\u8ba4\u7684paddlepaddle\u751f\u4ea7\u73af\u5883\u955c\u50cf":128,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":139,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":64,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":136,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[138,140],"\u9ed8\u8ba4\u8c03\u7528":110,"\u9ed8\u8ba4fals":125,"abi\u7684paddlepaddle\u5e93":138,"abstract":[44,50,54,75,84,86],"android\u5b98\u65b9\u63d0\u4f9b\u7684":138,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":138,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":138,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":141,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":138,"api\u4e0d\u4f1a\u76f4\u63a5\u52a0\u8f7d":124,"api\u4e0d\u5c0f\u4e8e21":138,"api\u4e2d":123,"api\u4e2d\u4f7f\u7528":68,"api\u4e2d\u7684\u4e00\u7ef4\u6570\u7ec4":123,"api\u4e2d\u7684\u77e9\u9635\u6765\u8868\u793a":123,"api\u4e2d\u795e\u7ecf\u7f51\u7edc\u7684\u4e00\u4e2a\u8f93\u5165":124,"api\u4f7f\u7528\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u6982\u5ff5":124,"api\u4f7f\u7528\u6d41\u7a0b\u793a\u610f\u56fe":124,"api\u4f7f\u7528\u793a\u4f8b":124,"api\u521b\u5efa\u7684gradientmachine\u7c7b\u7684\u5bf9\u8c61":124,"api\u53ef\u4ee5\u901a\u8fc7\u5206\u522b\u6307\u5b9a\u5e8f\u5217\u5316\u540e\u7684\u7f51\u7edc\u7ed3\u6784\u6587\u4ef6\u548c\u53c2\u6570\u76ee\u5f55\u6765\u52a0\u8f7d\u8bad\u7ec3\u597d\u7684\u6a21\u578b":124,"api\u53ef\u4ee5\u901a\u8fc7\u6307\u5b9a":124,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":125,"api\u5bf9\u6bd4\u4ecb\u7ecd":107,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":69,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":69,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":138,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":102,"api\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u65f6":121,"api\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u9700\u8981\u4e00\u4e2a\u8bad\u7ec3\u597d\u7684\u6a21\u578b":124,"api\u6240\u9700\u7684\u4f9d\u8d56":121,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":69,"api\u63a5\u53e3":51,"api\u63a5\u53e3\u751f\u6210":113,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":69,"api\u63a5\u53e3\u7684\u751f\u6210":113,"api\u63d0\u4f9b\u7684":124,"api\u652f\u6301\u7684\u6240\u6709\u8f93\u5165\u6570\u636e\u7c7b\u578b\u548c\u4ed6\u4eec\u7684\u7ec4\u7ec7\u65b9\u5f0f":124,"api\u6587\u6863":[138,139],"api\u65f6":69,"api\u65f6\u4e3a\u8f93\u51fa":124,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":69,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":69,"api\u66b4\u9732\u7684\u7c7b\u578b":69,"api\u6765\u9884\u6d4b":[138,139],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":69,"api\u7684\u5934\u6587\u4ef6":[138,139,140],"api\u7684\u5b9e\u4f8b":69,"api\u7684\u5b9e\u73b0\u7ec6\u8282":69,"api\u7684\u63a5\u53e3":69,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":69,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":69,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":69,"api\u76f8\u5173\u63a5\u53e3":123,"api\u7ea7\u522b":138,"api\u7ea7\u522b\u4e3a21":138,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":69,"api\u8bad\u7ec3":124,"api\u9700\u8981\u521b\u5efa\u7684\u6570\u636e\u7c7b\u578b":123,"api\u9759\u6001\u5e93":139,"api\u9884\u6d4b\u5e93":139,"api\u9884\u6d4b\u65f6":124,"apis\u505a\u4e86\u5c01\u88c5":64,"app\u4e2d":[138,139],"apple\u5b98\u65b9\u4e3aios\u5f00\u53d1\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u548c\u96c6\u6210\u5f00\u53d1\u73af\u5883":139,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":98,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":100,"avx\u7248\u672c":100,"avx\u7684\u955c\u50cf":100,"aws\u4e0a\u8fd0\u884ckubernetes\u96c6\u7fa4\u8bad\u7ec3":125,"batch\u4e2d\u5305\u542b":96,"batch\u7684\u6743\u91cd":96,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":134,"batches\u6b21":134,"block\u6784\u6210\u4e00\u4e2amodel":36,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":100,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":85,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":100,"book\u7684":103,"book\u7684docker\u955c\u50cf":100,"bool\u578b\u53c2\u6570":2,"boolean":[21,22,50,52,60,68],"break":[13,34,91,92],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":85,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":85,"byte":[13,15,51,67,98],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":68,"c\u6709\u6807\u51c6\u7684abi":68,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":68,"case":[8,20,22,38,44,45,50,54,63,69,75,79,81,82,119,127,142],"cc\u4e2d\u7684":114,"cells\u7b49":97,"char":40,"ci\u73af\u5883\u4f7f\u7528":85,"ci\u7f16\u8bd1wheel\u5b8c\u6210\u540e\u4f1a\u81ea\u52a8\u5c06docker\u955c\u50cfpush\u5230dockerhub":85,"class":[5,6,7,8,9,10,11,13,14,18,20,22,24,27,29,30,33,44,45,48,49,53,54,55,56,58,59,61,63,68,72,73,77,78,82,83,84,86,87,88,89,91,98,112,113,114,120],"cmake\u4e2d\u5c06":119,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":138,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":93,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":138,"cmake\u7f16\u8bd1\u65f6":99,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[138,139,140],"cmake\u914d\u7f6e\u4e2d\u5c06":119,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[138,139,140],"compute\u51fd\u6570":64,"const":[33,38,40,53,55,61,62,76,77,79,83,86,88,89,90,91,112,113,114],"container\u4e2d":128,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":69,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":69,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":69,"core\u6982\u5ff5":69,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":103,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":98,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":136,"count\u548cgpu":136,"csr\u5b58\u50a8\u683c\u5f0f\u901a\u8fc7":123,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":113,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":113,"cuda\u5b9e\u73b0\u5728":113,"cuda\u5e93":134,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":113,"cuda\u76f8\u5173\u5e93\u4f1a\u5728\u9884\u6d4b\u7a0b\u5e8f\u8fd0\u884c\u65f6\u52a8\u6001\u88c5\u8f7d":121,"cudnn\u5e93":[99,134],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":118,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":37,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":114,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":129,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":106,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":106,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":3,"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":96,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":108,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":108,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":108,"decoer\u67b6\u6784":108,"default":[6,7,8,9,10,11,13,14,15,18,22,26,29,30,33,34,44,48,57,61,67,70,71,79,80,86,87,88,92,117,127,128,129,136,138,142],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":65,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":99,"distributed\u5206\u5e03\u5f0f":125,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":65,"dnn\u4e2d\u7684":65,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":65,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":65,"dnn\u4f1a\u7528\u5230":65,"dnn\u5171\u540c\u4f7f\u7528":65,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":65,"dnn\u5728\u53d1\u5e03":65,"dnn\u5b9e\u73b0":65,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":65,"dnn\u6570\u5b66\u5e93":99,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":65,"dnn\u7684":65,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":65,"dnn\u7684\u6027\u80fd":65,"dnn\u7684\u60c5\u51b5\u4e0b":65,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":65,"dnn\u7684\u6d4b\u8bd5":65,"dnn\u7684\u73af\u5883\u4e0b":65,"dnn\u7684\u76f8\u5173\u529f\u80fd":65,"dnn\u7684\u7ed3\u679c":65,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":65,"dnn\u7684layer":65,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":65,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":125,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":115,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":115,"docker\u5b98\u7f51":100,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":138,"docker\u7684\u5b98\u7f51":115,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":99,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":138,"docker\u955c\u50cf":100,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":100,"docker\u955c\u50cf\u9ed8\u8ba4":100,"dockerhub\u7f51\u7ad9":100,"double\u7c7b\u578b\u65f6\u4e3a8":98,"dropout\u7684\u6bd4\u4f8b":112,"eigenscalar\u7684\u8f6c\u6362":114,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":106,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":108,"encoder\u8f93\u51fa":108,"entropy\u4f5c\u4e3acost":98,"enum":[38,40,70,77,78,87,88,92],"export":[54,59,93,100,115,125],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,103],"fabric\u96c6\u7fa4":125,"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":136,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":136,"final":[8,9,22,31,32,45,59,71,72,91],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":114,"float":[2,6,7,8,10,13,22,48,53,61,88,89,90,113,114,119,123],"float\u7b49":136,"forward\u7684output\u7684\u503c":96,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":114,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":114,"full\u53c2\u6570\u63d0\u4ea4":94,"function":[8,9,13,21,22,23,27,30,32,33,35,39,40,41,43,44,45,48,49,53,55,58,61,66,71,72,75,76,77,78,79,81,82,83,84,86,88,91,109,117,118,142],"function\u4f7f\u7528":97,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":2,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":2,"git\u6d41\u5206\u652f\u6a21\u578b":111,"github\u9996\u9875":111,"glibc\u81f3\u5c11\u5305\u542bglibc_2":102,"golang\u53ef\u4ee5\u4f7f\u7528":68,"golang\u7684":68,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":125,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":99,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":119,"gpu\u53cc\u7f13\u5b58":2,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":116,"gpu\u6267\u884c":114,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":134,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":93,"gpu\u7b49":85,"group\u6559\u7a0b":107,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":97,"gru\u6216lstm":109,"h\u5e76\u4e0d\u56f0\u96be":68,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":115,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,103],"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":134,"id\u6307\u5b9a\u7684gpu":136,"id\u65e0\u6548":134,"image\u91cc":128,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":37,"imikolov\u6570\u636e\u96c6":125,"import":[2,4,7,8,30,33,34,44,47,55,57,59,60,66,71,72,78,86,102,103,104,113,124,125,127],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":96,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":51,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":37,"instance\u5305\u6db5\u4e24\u4e2a\u503c":37,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":37,"int":[2,6,7,8,9,13,14,15,22,23,32,33,38,39,40,43,44,46,60,61,64,65,66,68,69,77,78,80,81,87,88,89,91,92,106,112,114,123,125,136],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":68,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":139,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":141,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":125,"issue\u7f16\u53f7":111,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":129,"job\u7684\u540d\u5b57":129,"kernel\u5b9e\u73b0":113,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":113,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":113,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":129,"kubernetes\u5355\u673a":125,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":129,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":129,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":128,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":106,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":106,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":105,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":105,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":97,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":108,"layer\u65f6":[65,97],"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":103,"layer\u7684\u540e\u9762\u63a5\u6709cpu":65,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":112,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":97,"linux\u4e2d":100,"list\u4e2d":124,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":85,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":136,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":136,"long":[8,9,13],"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":108,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":109,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":109,"memory\u53ea\u80fd\u5728":108,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":106,"memory\u6307\u5411\u4e00\u4e2alay":108,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":109,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":106,"memory\u7684":109,"memory\u7684\u521d\u59cb\u72b6\u6001":108,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":106,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":108,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":109,"memory\u7684i":108,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":108,"mkl\u5e93\u7684":64,"mklml\u4ee5\u53camkl":65,"mklml\u53ef\u4ee5\u4e0emkl":65,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":65,"mnist\u624b\u5199\u6570\u5b57\u8bc6\u522b\u76ee\u5f55":124,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"mode\u4e0b\u7684\u7ed3\u679c":64,"model\u505a\u5206\u652f\u7ba1\u7406":85,"model\u53ef\u4ee5\u901a\u8fc7":4,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":4,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":129,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":37,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":138,"new":[8,13,22,31,32,33,34,35,38,39,40,41,42,45,48,53,54,63,64,66,70,72,75,80,81,82,84,88,91,111,112,127,142],"note\u7684\u4e66\u5199":85,"null":[59,112,123,134],"num\u51b3\u5b9a\u603b\u7aef\u53e3\u4e2a\u6570":125,"num_gradient_servers\u53c2\u6570":129,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":98,"only\u7684\u4e8c\u8fdb\u5236":99,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":113,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":113,"op\u5b9a\u4e49":113,"op\u6709\u8ba1\u7b97\u51fd\u6570":113,"op\u6ce8\u518c\u5b9e\u73b0\u5728":113,"op\u7684\u4fe1\u606f":65,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":113,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":65,"openmpi\u96c6\u7fa4":125,"opprotomake\u5b9a\u4e49":113,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":115,"org\u76ee\u524d\u9075\u5faa":85,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":106,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":114,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":129,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":114,"packages\u91cc\u9762":93,"packages\u91cc\u9762\u7684python\u5305":93,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":64,"packed\u76f8\u5173\u529f\u80fd":64,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":99,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":68,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":106,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":96,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":68,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":68,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":68,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":69,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":68,"paddle\u7684c":69,"paddle\u8bad\u7ec3\u4efb\u52a1":37,"paddle\u8def\u5f84\u4e0b":69,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":68,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":69,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":68,"paddle_\u7c7b\u578b\u540d":69,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":69,"paddlepaddle\u4e2d":[105,108],"paddlepaddle\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f\u548c\u8f93\u5165\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f\u5b8c\u5168\u76f8\u540c":123,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":106,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":65,"paddlepaddle\u4e2d\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u5c42\u8f93\u5165":123,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":97,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":103,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[138,139],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":103,"paddlepaddle\u4e3ano":100,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":99,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":97,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":125,"paddlepaddle\u4f7f\u7528\u5747\u503c0":98,"paddlepaddle\u4f7f\u7528avx":93,"paddlepaddle\u4f7f\u7528git":85,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":4,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u5185\u5bb9\u753116\u5b57\u8282\u5934\u4fe1\u606f\u548c\u7f51\u7edc\u53c2\u6570\u4e24\u90e8\u5206\u7ec4\u6210":98,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":98,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":102,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":125,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":102,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":99,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":125,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":106,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":112,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":106,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":97,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":99,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,103],"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":102,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4f1a\u6839\u636e":139,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":139,"paddlepaddle\u5c06\u6839\u636e":138,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[138,139,140],"paddlepaddle\u5c06train":2,"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":139,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":85,"paddlepaddle\u63d0\u4f9b":101,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":37,"paddlepaddle\u63d0\u4f9b\u7684":97,"paddlepaddle\u652f\u6301":99,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":103,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":104,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":96,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":96,"paddlepaddle\u6587\u6863\u4f7f\u7528":115,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":103,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":85,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":85,"paddlepaddle\u7684":128,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":85,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":96,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":98,"paddlepaddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":128,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":125,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":138,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":97,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":115,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":115,"paddlepaddle\u7684\u6e90\u7801":111,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":99,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":65,"paddlepaddle\u7684bas":112,"paddlepaddle\u7684c":138,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":139,"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":138,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":140,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":140,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":138,"paddlepaddle\u7684dock":128,"paddlepaddle\u7684softmax\u4e0d\u80fd\u6307\u5b9a\u8ba1\u7b97\u7ef4\u5ea6":97,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":106,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":98,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":98,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":99,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":138,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":108,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":108,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":129,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":134,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":134,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":134,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":134,"passes\u8f6e":134,"patch\u53f7":85,"patch\u53f7\u52a0\u4e00":85,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":136,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":118,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":134,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":134,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":134,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":134,"period\u6574\u9664":134,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":134,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":51,"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":51,"pfsserver\u63d0\u4f9brest":51,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":140,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":141,"pi\u7248\u672c\u7684\u5e93":140,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":140,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":140,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":140,"pi\u7cfb\u7edf\u7684\u7248\u672c":140,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":101,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":125,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":125,"public":[14,18,22,33,53,56,61,77,83,86,88,89,91,112,113,114,127,128],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":100,"py\u4e2d":85,"py\u7a0b\u5e8f":102,"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":4,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":2,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":2,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":2,"pydataprovider2\u7684\u4f7f\u7528":[1,3,96],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":96,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":85,"pypi\u4e0d\u652f\u6301\u8986\u76d6\u4e0a\u4f20":85,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":102,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":93,"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":112,"python\u5e93yep":118,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":118,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":37,"reader\u8f93\u51fa\u7684data":37,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":129,"request\u524d":111,"request\u7684":111,"request\u88ab\u5408\u5e76\u540e":111,"resnet\u7684mkl":65,"return":[2,6,8,9,11,13,14,15,18,22,29,30,31,32,33,37,38,40,43,44,49,53,55,56,57,59,61,62,63,66,71,72,73,77,78,79,83,86,88,89,91,96,98,103,106,109,112,114,127,129],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":106,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":106,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":108,"rnn\u76f8\u5173\u6a21\u578b":116,"rnn\u90e8\u5206\u4e2d":64,"rnn\u914d\u7f6e":107,"root\u66ff\u6362\u4e3apaddlepaddle\u9884\u6d4b\u5e93\u7684\u5b89\u88c5\u8def\u5f84":121,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":37,"search\u7684\u65b9\u6cd5":134,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":106,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":108,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":134,"server\u4e4b\u4e0a":36,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":36,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":36,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":36,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":36,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":36,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":36,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":36,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":36,"server\u751f\u6210\u4e00\u4e2auuid":36,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":36,"server\u7684\u6570\u636e\u5feb\u7167":36,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":36,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":36,"short":[8,9,53,57,80,86,91],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":93,"size\u4e3a512":134,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":96,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":96,"size\u7684\u503c":2,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":112,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":96,"static":[29,40,69,86,88,127,142],"step\u51fd\u6570\u4e2d\u7684memori":108,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":108,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":139,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":105,"super":[80,112],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":68,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":68,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":68,"swig\u76f4\u63a5\u8bfb\u53d6c":68,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":68,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[33,69,127],"tag\u4e3a":85,"tag\u53ef\u4ee5\u662flatest\u6216latest":85,"tag\u7684\u66f4\u65b0\u65f6\u95f4\u662f\u5426\u5728\u4e0a\u8ff0\u7f16\u8bd1wheel\u5305\u5b8c\u6210\u540e\u662f\u5426\u6700\u65b0":85,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":114,"tensor\u5230eigentensor":114,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":114,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":114,"tensor\u6a21\u5757\u5bf9el":114,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":113,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":114,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":114,"tests\u7684paddlepaddl":111,"tflops\u4e86":119,"throw":127,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":118,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":125,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":103,"trainer\u8282\u70b9\u4e2a\u6570":125,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":125,"true":[6,7,8,9,10,11,13,15,20,22,23,29,30,32,33,38,54,60,64,73,78,79,80,81,85,88,91,96,98,106,109,112,123,124,127,129,136],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":109,"try":[34,35,38,39,40,54,59,63,66,81,86,93],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":69,"type\u6307\u5b9a\u4e3a":118,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":118,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":97,"unsupported\u6a21\u5757":113,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":134,"v1\u7248\u672c":93,"var":[21,32,33,44,48,55,56,58,60,73,78,79,80,82,86,90,91,115],"vector\u662frank\u4e3a1\u7684tensor":114,"void":[33,38,40,50,53,55,56,61,66,67,68,69,78,79,87,88,89,90,112,113,114],"wheel\u5305":85,"while":[6,8,13,22,33,42,54,59,62,63,72,75,76,81,84,86,89,129],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":114,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":109,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":106,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":106,"x86_64\u548cmaco":93,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":103,"x\u548cwindow":138,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":103,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":129,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":129,"zero\u4e09\u79cd\u64cd\u4f5c":134,AGE:[127,128],AWS:[13,37,131,132],Abs:22,And:[7,8,10,13,14,15,22,29,31,38,42,43,50,57,59,70,74,77,81,86,89,127],But:[8,9,13,22,31,56,62,70,77,86,93,142],EOS:8,For:[4,7,8,9,10,13,22,29,30,32,33,39,40,41,43,44,45,48,49,54,55,56,58,61,63,67,70,71,72,75,76,77,78,79,80,81,82,83,84,87,88,89,90,92,117,119,142],IDE:110,IDs:[14,22,42,72],IRs:45,Into:127,Its:[7,8,55,87,127],K8s:142,NMS:8,NOT:[22,80],Not:[30,35,63,142],OPs:[45,47],One:[7,9,22,29,31,42,67,70,86,90],Ops:[82,84,88],PFS:51,QoS:128,Such:[61,80,91],TLS:[30,51,127],That:[8,13,74],The:[2,5,6,7,8,9,10,13,14,15,18,21,22,23,26,29,30,31,32,34,35,39,41,42,43,45,47,48,49,52,53,55,59,62,63,66,67,69,71,72,74,75,77,78,79,80,81,84,86,87,88,89,90,91,92,112,113,114,117,120,123,127,129],Their:[8,35],Then:[8,9,22,44,45,56,61,63,74,77,79,117,127],There:[7,8,14,22,29,30,33,34,35,40,42,43,45,52,53,54,59,63,70,71,72,75,76,77,80,84,86,87,89,127],These:[7,15,32,33,48,53,58,73,84,87,88],Use:[7,13,22,30,46,52,81,82,117,127],Used:[9,18,23,82,89],Uses:63,Using:[22,35,54,75,81,82,84,86],VPS:127,Will:[13,29,103],With:[8,9,44,48,54,74,78,91],YES:43,Yes:[65,100],___embedding_0__:129,___embedding_1__:129,___fc_layer_0__:127,__align__:53,__cuda_align__:53,__device__:53,__doc__:88,__file__:43,__forceinline__:53,__fp16:53,__global__:53,__gradient_machines__:29,__hadd:53,__half:53,__half_raw:53,__impl__:88,__init__:[48,49,57,63,73,80,91,112,117,118],__main__:[4,57],__name__:[4,57],__param_conf__:29,__rnn_step__:109,__square_error_cost_0__:129,__tmp_params__:29,__va_args__:83,__x:53,_addup_repetitive_outputs_:32,_append_backward_ops_:[32,48],_append_backward_vars_:32,_binari:34,_create_global_var:80,_def:63,_dtype:59,_filer:66,_filter:66,_fwd:66,_fwd_pd:66,_input:66,_librari:34,_link:9,_live_in:63,_live_out:63,_loss:57,_op:[59,113],_output:66,_presucessor:63,_program:63,_proj:8,_recurrent_group:109,_remove_no_grad_branch_:32,_reorder_input:66,_source_language_embed:109,_src_input:66,_sucessor:63,_target_language_embed:109,_test:34,_update_op:49,_use:63,_value_index:59,a75:53,a_op:113,aaaaa:37,aaaaaaaaaaaaa:127,abbrevi:15,abc:8,abil:57,abl:[8,30,32,45,61,73,77,80,142],about:[9,15,33,34,43,47,52,55,63,71,81,86,88,89,117,127],abov:[2,7,8,22,30,32,33,34,35,39,44,45,53,54,55,56,58,66,71,72,73,74,75,77,78,80,88,90,91,117,119,127,142],abs:[9,20,31,57,96],abs_numerical_grad:31,absolut:96,acc:45,acceler:[8,36,65,74,75],accept:[6,8,13,22,30,82],access:[8,9,22,30,34,39,42,43,44,45,80],accessmod:127,accessor:80,accord:[7,8,15,22,31,32,40,45,47,58,72,82,91],accordingli:[7,8],account:[82,142],accrodingli:38,accumul:[35,40,49,74,75],accur:[31,42,77],accuraci:[7,18,49],achiev:[47,74,75,89],acquir:54,across:[8,13,32,45,71],act1:59,act2:59,act:[8,9,22,23,33,45,59,72,80,91,96,103,104,106,109,120],act_output:88,act_typ:59,actgat:22,action:127,activ:[9,22,23,28,34,59,63,72,77,80,84,88,96,103,104,109],activi:9,actnod:22,actual:[8,22,38,48,54,57,59,66,70,75,88,89,90],actual_layout:66,adadelta:96,adagrad:[24,75,87],adagradoptim:73,adam:[24,30,40,45,57,98],adamax:24,adapt:[7,10,29,77,90],add:[8,9,13,20,22,24,27,29,31,32,33,34,38,42,45,47,49,53,56,60,62,73,75,79,80,82,84,86,89,93,111,114,120],add_activ:80,add_bia:80,add_depend:34,add_execut:34,add_input:[71,112],add_memori:71,add_output:71,add_scalar:[33,72,78],add_sum:80,add_test:[34,112],add_to:97,add_two:[33,71],add_unittest_without_exec:112,addattr:[88,113],addbia:112,addcom:[88,113],added:[7,8,18,22,27,29,33,47,48,53,70,74,75,84,111],adding:84,addinput:[88,113],addit:[8,9,32,74,77,82,84,91],addition:71,addmemori:66,addop:56,addoutput:113,addprimit:66,addprimitivedesc:66,addr:35,address:[35,40,44,45,123,142],addrow:112,addtolay:8,addtyp:88,adjust:[32,48],admin:142,administr:[42,142],adopt:[53,57],advanc:31,advantag:[31,53,54,75,81],adversari:[57,81],affect:[8,33],affili:72,afford:39,afi:2,aforement:34,after:[8,9,14,15,22,32,33,34,39,40,42,45,46,47,48,50,52,53,63,66,74,76,77,80,111,117,127],aftern:77,again:[30,35,75],against:127,age:[14,129],agg_level:[8,105,106],aggreg:[49,74,127],aggregatelevel:[105,106],ago:34,agre:[2,96,103],alex:22,alexnet_pass1:136,alexnet_pass2:136,algo:66,algo_hrnn_demo:106,algorithm:[8,10,22,32,39,48,63,66,72,75,84,90],alia:22,align:[8,9,13],all:[2,6,7,8,18,20,22,23,29,30,32,33,34,35,38,40,42,43,44,45,46,48,50,52,54,57,58,59,62,63,66,67,69,70,71,72,73,74,75,77,78,80,82,88,89,93,96,103,108,120,127,129,142],all_output_nam:32,alloc:[6,40,43,63,66,89,114,120],allow:[30,40,44,45,48,54,75,84,127],allow_only_one_model_on_one_gpu:[133,134,136],allreduc:74,almost:22,along:[8,15,22,23],alpha:[22,34,84],alreadi:[22,34,35,54,66,80,86,93,127],also:[8,9,14,22,30,32,33,34,38,41,45,53,54,56,57,58,59,62,63,70,71,72,75,76,77,78,79,80,81,84,86,88,89,91,92,119,142],altern:117,although:[32,74],altogeth:142,alwai:[8,9,22,29,34,67,87,127,129],amazon:[127,128],amazonaw:127,amazonec2fullaccess:127,amazonelasticfilesystemfullaccess:127,amazonroute53domainsfullaccess:127,amazonroute53fullaccess:127,amazons3fullaccess:127,amazonvpcfullaccess:127,ambigu:81,amd64:127,amd:70,amend:111,among:[22,127],amort:74,amount:22,analys:77,analysi:[77,117],analyz:63,ancestor:[78,80],andd:127,andrew:63,android:138,android_abi:138,android_api:138,android_arm_neon:138,android_native_api_level:138,android_standalone_toolchain:138,android_toolchain:138,androideabi:138,ani:[2,8,9,13,22,24,30,34,35,40,42,43,44,45,50,53,54,61,63,67,72,74,75,80,81,83,84,90,96,103,127],announc:53,anoth:[8,13,29,30,32,33,43,54,55,66,72,80,86,88,89,90,127],anroid_arm_mod:138,ans:127,answer:[44,54,127],anymor:74,anyon:22,anyth:[13,72,81,127],anytim:57,anywai:117,apach:[2,65,96,103],apart:22,api:[14,18,29,30,32,34,40,41,43,44,49,51,56,57,59,71,76,77,82,85,91,92,102,116,117,118,119,121,123,125,127,129,137,138,142],api_shar:34,api_test:34,api_trainer_config_helpers_lay:109,apiserv:127,apivers:[127,128,129],appar:32,appear:[44,54,58,89],appel:63,append:[2,22,29,32,48,49,72,80,81,106,109,125,129],append_backward:[24,32,73,117,118],append_batch_s:22,append_clip_op:48,append_gradient_machin:29,append_op:[48,62,80],append_oper:80,appleyard:119,appli:[8,22,57,58,74,77,86],applic:[2,26,44,53,54,55,58,80,82,96,103,117,119,127,128,142],applyl1:38,approach:[8,45,46,47,74,75,76,84,142],approxim:[20,22,75],apt:[100,117,118],arang:22,arbitrari:[8,45,67],arch:138,architectur:53,archiv:[14,68,69,121],area:57,arg:[2,7,9,26,32,59,73,88,98,113,129],arg_nam:8,argmax:22,argpars:129,args_ext:129,argu:79,argument:[2,8,13,15,26,32,33,38,39,45,73,76,79,80,121,123,124,129,138],argumentpars:129,arithmet:53,arm64:[138,139],arm64_standalone_toolchain:138,arm:[53,138,139,140],arm_standalone_toolchain:138,armeabi:138,armv7:[53,139],armv8:53,arn:127,around:[2,8,42,63,80,127,142],arrai:[4,6,8,13,15,22,29,40,44,58,72,78,80,81,82,91,96,98,103,113,123],arrang:91,arrari:[22,123],array_to_lod_tensor:63,arrow:57,articl:[55,58,111],artifact:[85,127],artifici:[20,63],arxiv:[9,20,22,57],as_row_vector:8,as_step_input:33,asgd:75,ask:[32,35,42],assert:4,assgin:63,assign:[7,8,23,32,39,44,46,48,53,55,74,123,127,142],assignmemt:63,associ:[76,83],assum:[7,8,22,33,45,66],assumpt:45,ast:44,astyp:[81,113],asyc:35,async:[35,133],async_count:[133,134],async_lagged_grad_discard_ratio:134,async_lagged_ratio_default:[133,134],async_lagged_ratio_min:[133,134],asynchron:[35,74,77],atom:46,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9,23],attn_scor:23,attr1:8,attr2:8,attr:[6,8,9,22,33,44,59,62,66,78,79,80,88,96,97,98,109,113],attr_map:88,attrdesc:78,attribu:66,attribut:[8,9,22,28,32,33,47,48,62,78,80,82,86,88,91],attributemap:113,attrproto:88,attrtyp:[78,88,113],attrvalu:88,auc:[49,133],authent:127,author:[2,51,96,103,127],auto:[33,38,46,55,66,68,79,82,86,90,91,99,112,113,114,119],autom:127,automat:[8,22,30,32,40,45,47,48,56,73,82,88,117,127],avail:[35,40,47,53,54,63,127,142],averag:[7,8,11,22,29,39,96],average_test_period:[133,134],avg:[105,119],avg_cost:[45,120],avg_x:22,avgpool:8,avoid:[31,33,35,45,62,66,74,75,76,119],avx:100,awai:54,await:128,awar:[30,44,49,55,71,80,117,127],awk:130,aws:51,aws_account_id:127,awsaccountid:127,awskeymanagementservicepowerus:127,axes:22,axi:[8,22,96],axis:8,aync:47,b363:128,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:128,ba5f:127,back:[8,22,29,32,35,45,53,57,75],background:[7,8,84],background_id:[7,8],backpropag:[31,32],backward:[5,8,9,27,31,33,38,40,48,57,64,65,73,75,76,79,83,84,112,113,120],backward_first:109,backward_op:31,backwardactiv:112,baidu:[54,128],bake:45,balanc:[47,74,127],bandwidth:[53,74],bare:[128,142],barrier:125,barrierstatset:119,basci:59,base:[7,8,11,13,14,18,20,22,24,27,30,39,48,49,53,54,61,66,70,73,74,75,77,82,83,84,89,91,110,117,120,127],baseactiv:9,baseerrorclipattr:48,baseev:29,basematrix:112,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,29],bash:[99,100,110,111,125,127,128,129],basi:[2,96,103],basic:[8,29,45,59,66,77,78,82,83,91],batch:[8,9,13,15,18,22,23,29,30,33,35,37,38,45,49,50,54,57,60,70,71,72,74,75,91,96,103,123,127,128,129],batch_id:[29,57,96,103],batch_im:57,batch_images_from_tar:15,batch_label:57,batch_norm:57,batch_norm_lay:9,batch_norm_typ:8,batch_read:[37,81],batch_siz:[13,45,57,64,72,96,103],batch_szi:57,batch_z:57,batchnorm:[22,57],batchsiz:[8,112],bazel:34,bbbbb:37,bbox:7,bcd:8,bcebo:14,bcm2708:140,bdist_wheel:85,beacus:59,beam:[8,109],beam_gen:[8,109],beam_search:[29,72,108,109],beam_siz:[8,72,109,133,134,136],becaus:[7,8,14,23,30,33,34,35,40,53,72,76,80,81,84,86,87,90,91,92,106,117,127],becom:[46,47,86,89],been:[8,9,22,32,34,39,54],befor:[8,9,22,32,35,42,48,52,55,58,70,75,76,77,81,84,93,96,113,117,127,142],begin:[7,8,18,22,32,38,40,49,52,58,72,74],beginiter:[29,30],beginn:109,beginpass:[29,30],begintrain:30,behavior:22,behind:[54,91],being:[22,32,42,48,54,79,81,117],belong:[7,8,45,86],below:[22,33,35,40,45,47,53,54,67,76,81,84,91,92,127],benchmark:67,benefit:[9,42,43,72],bengio:20,besid:[8,14,45,63,70,74],best:[34,66],besteffort:128,beta1:[10,24],beta2:[10,24],beta:[22,57],better:[9,34,54,63,66,72,90,127,142],between:[7,8,15,22,29,32,34,35,40,45,47,53,54,66,69,74,76,83,86,127],bgr:15,bi_gru:9,bi_lstm:9,bia:[8,9,22,72,80,112],bias:[8,22],bias_attr:[8,9,22,80,96,98,106,109],bias_initi:22,bias_param_attr:9,biases_:112,biasparameter_:112,biassiz:112,bidi:128,bidirect:[8,9],bidirectional_lstm:97,big:[44,47,63,142],bigger:[22,35],bilinear:8,bilinear_interpol:8,bilinearfwdbwd:119,bin:[100,124,125,127,128,129],binari:[7,8,13,22,34,43,45,53,55,57,67,117,124,127],bind:[44,53,56,86,89],bioinf:22,bit:53,bitcod:139,black:57,blank:[8,22,127],block0:63,block1:63,block2:63,block:[8,32,36,38,40,44,45,46,47,48,49,50,54,61,63,70,71,73,89,92,114],block_i:8,block_id:[44,50],block_x:8,blockdesc:[33,58,80,82],blockdescbind:61,blockingcount:46,blueprint:72,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,82,100,109,115,120],bool:[6,7,8,9,10,11,13,15,22,29,33,53,60,62,64,65,66,79,80,87,88,91,92,112,123,134,136],boost:[70,89],boot:[8,108,109,142],boot_bia:8,boot_bias_active_typ:8,boot_lay:[106,109],boot_stat:91,boot_with_const_id:8,bootstrapp:142,borrow:[57,91],bos_id:[8,109],both:[5,6,8,9,15,22,30,33,34,35,42,45,47,53,54,57,61,63,70,72,74,77,79,87,89,127],bottl:74,bottleneck:77,bottom:29,bound:[8,22,63],boundari:45,boundri:7,box:[8,57],brace:[33,58],brain:42,branch:[8,22,30,33,34,45,54,60,78,85,111],break_if:91,brief:[34,40,53,89,114],bring:[54,63],broadcast:[22,35,74,82,142],broken:111,browser:[117,127],bsd:[74,110],bucket_nam:127,buf:38,buf_siz:[13,45],buffer:[13,38,66,67,75,81,86,120],buffer_s:13,buffered_read:81,bufsiz:13,bug:[111,127],build:[8,14,34,43,45,58,59,63,65,75,84,85,88,93,99,110,111,115,117,118,121,125,127,129,131,132,138,139,140],build_dict:14,build_doc:115,build_model:57,buildtool:85,built:[34,44,45,53,55,63,70,74,88,91,117,118,119,142],bunch:67,button:127,c11:68,c703c041:111,c99:69,c99e:127,cach:[53,96],cache_pass_in_mem:[2,96],cachetyp:[2,96],cacul:[9,49],caff:[33,54],caffe2:[33,44,54],caffe_poli:98,calc_batch_s:2,calcul:[7,8,9,18,22,31,32,35,40,46,49,53,63],calcut:63,calendar:77,call:[7,8,9,13,22,29,30,31,32,33,38,39,40,41,43,44,45,48,55,57,58,63,71,72,73,77,80,82,83,86,88,89,91,117,118,119,127,129],callabl:[6,8,13,14],callback:[48,112],caller:[31,117,127],calrnn:106,can:[6,7,8,9,13,14,15,22,23,26,29,30,31,32,33,34,35,38,39,42,43,44,45,47,48,50,53,54,55,56,57,58,59,61,62,63,66,70,71,72,73,74,75,77,78,79,80,81,82,83,84,88,89,90,91,92,117,119,127,142],can_over_batch_s:2,cancel:42,candid:[8,22,72],candidate_activ:22,cannot:[82,86,90,91,93],cantain:59,capabl:[53,76,82],capac:[84,127],capi:[68,121],capi_priv:121,capi_prvi:69,caption:72,captur:8,card:74,care:[9,43,63,81,89,142],caret:29,carpedm20:57,carri:22,cast:[53,90],cast_to_op_attr:88,cat:[13,15,100,129,130],categori:[8,14,35],categorig:14,categoryfil:128,caus:[35,52],caution:127,cbla:[64,121],cc_:34,cc_binari:34,cc_test:34,cclient:41,cde:8,cdn:14,cduadevicecontext:[70,89],ceil:8,ceil_mod:8,cell:[8,9,22],cell_activ:22,cell_t_prev:22,cell_valu:22,center:15,center_crop:15,cento:[102,142],central:84,ceph:[13,37],cephf:[37,43,51],certain:[22,62,70,73,77,86,89],certif:[30,51,93,127],cffi:68,cfg:[63,128],cgo:68,chain:[13,32,58],challeng:[8,35,54,60,89],chanc:[30,53],chang:[8,14,34,39,43,45,54,66,76,78,81,83,85,86,111,127],changes:66,channel:[8,9,15,22,44,119],channel_shar:8,chapter:[71,72],chapter_data:71,chapter_out:71,check:[2,13,21,32,33,34,48,66,79,82,93,98,111,112,123,127,134],check_align:13,check_attr:88,check_eq:112,check_fail_continu:2,check_grad:[31,113],check_l:112,check_output:113,check_sparse_distribution_batch:[133,134],check_sparse_distribution_in_pserv:[133,134],check_sparse_distribution_ratio:[133,134],check_sparse_distribution_unbalance_degre:[133,134],checker:82,checkgrad:134,checkgrad_ep:134,checkmark:142,checkout:111,checkpoint:[47,79],checksum:51,child:33,chip:54,chmod:127,choic:[22,34,54],choos:[22,62],chosen:[57,70],chunk:[39,51],chunk_schem:7,chunktyp:7,chw:15,circl:58,circumst:89,claim:127,claimnam:[127,129],clang:[53,68,111,138],clarifi:[7,22],clariti:72,classdim:22,classic:[8,63],classif:[8,20,22,58],classifi:[8,57],classification_cost:[96,106],classification_error_evalu:7,classification_evalu:7,claster:127,clean:[33,34,50,76,82,93,111],clear:[7,34,72,76,86,90],clearer:[76,80],clearli:86,cli:127,click:[117,127],client:[38,41,82],clip:[6,9,134],clip_op:48,clip_op_desc:48,clock:8,clone:[8,99,110,115,117,118,121,138,140],close:[2,81,111],cloud:[34,35,43,51,52,82,142],cloud_read:13,cludform:127,cluster:[13,29,30,33,35,40,45,125,126,129],cluster_test_fil:125,cluster_train:[96,126],cluster_train_fil:125,cluster_train_v2:[126,130],cm469:127,cmake:[69,93,99,110,111,113,115,117,119,121,138,139,140],cmake_build_typ:[117,138,139,140],cmake_c:[138,139],cmake_system_nam:[138,139,140],cmakefil:93,cmakelist:[34,64,65,112],cmatrix:[68,69],cname:127,cnn:[8,22,128],coars:56,code:[2,4,8,13,30,32,34,42,45,47,50,53,56,57,58,62,67,70,73,75,76,77,79,81,82,83,84,88,91,112,127,128],codebas:82,coded_stream:98,codedinputstream:98,coeff:8,colindic:123,collabor:35,collect:[8,14,29,77],collectbia:112,color:15,colour:14,colum:123,column:[7,8,22,58,81,117,123],column_evalu:7,com:[8,9,14,34,57,85,93,99,110,111,115,117,118,120,121,127,128,138,140,142],combin:[7,8,9,13,24,29,63,73,82,86],come:[45,49,63,78,91],comma:[26,29,40],command:[13,26,34,38,43,52,110,112,117,127,128,129,131,132,136],commandlin:[119,129],comment:[22,34,59,88,106,129],commit:[34,128],common:[15,20,24,27,37,84,89],commonli:[52,84,117],commun:[35,40,41,45,47,74,127],compani:54,compar:[31,34,44,82],comparison:[34,54],compat:[23,53,56,74],compil:[8,34,45,54,59,61,63,70,74,83,87,88,92,110,125,138,139,140],complaint:34,complet:[8,9,14,22,24,29,32,33,35,39,40,48,51,58,67,70,82,117,127,128,129,142],complex:[9,42,63,72,82],complianc:[2,96,103],complic:[8,45,56,81,90,91],compon:[45,59,91,92],compos:[13,23,30,56,59,71,80,82],composenotalign:13,composit:56,compress:[39,123],compris:32,comput:[8,9,22,23,26,30,31,35,45,47,50,53,54,55,59,63,67,70,73,74,75,77,83,86,89,90,92,113,114,117,120,127],computation:8,computationgraph:59,con:74,concat:[57,109],concaten:[8,9,22,57,71,91,96],concentr:82,concept:[7,30,44,54,56,57,59,66,71,72,75,76,78,86,91,92],conceptu:[50,54,57,59],concern:[30,49],concis:[57,91],conckerneltrac:26,concret:[82,89],concurr:[35,42,47,77],cond:[22,33,54,60,78],condit:[2,8,22,39,45,54,60,66,96,103,128],condtion:57,conf:[4,8,98,106,126,129],conf_paddle_gradient_num:[127,129],conf_paddle_n:[127,129],conf_paddle_port:[127,129],conf_paddle_ports_num:[127,129],conf_paddle_ports_num_spars:[127,129],confer:20,confid:8,confidence_threshold:8,config:[6,8,26,37,52,72,103,112,121,127,128,129,133,134,136,142],config_:[38,134],config_arg:[133,134,136],config_bas:[7,8,29],config_lay:112,config_len:40,config_pars:[4,64,65,112],config_proto:40,configprotostr:98,configur:[8,22,29,32,38,40,42,43,45,47,54,59,62,80,89,90,104,112,142],confirm:52,conflict:[86,111],confus:[15,57,62],conll:14,connect:[9,22,43,44,45,47,94,127,128,142],connectionist:[8,22],consequ:[8,9],consid:[7,8,20,32,79,89,142],consider:[8,9,70],consist:[7,8,14,15,22,39,55,67,78,81,82,83,88,92],consol:127,consolid:33,constant:[8,20,22,59,61,62,70,98],constantiniti:22,constraint:86,construct:[7,22,30,50,59,63,71,80,82,86,88],constructbackwardgraph:58,constructoptimizationgraph:58,constructor:[22,48,53,77,80,82,86,88],consum:[35,117],consumpt:63,contact:42,contain:[2,7,8,9,11,13,14,15,22,23,29,30,32,33,39,50,57,59,66,67,70,76,77,80,82,83,86,87,88,91,92,110,127,128,129],containerport:127,content:[40,52,67,72,115],content_dir:115,content_len:40,context:[2,8,9,14,48,66,86,87,89,96,109,113,114,120],context_attr:9,context_len:[8,9],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9],contin:127,continu:[7,32,35,67],contrast:8,contrib:84,contribut:84,contributor:82,control:[6,33,44,127,128,142],controlflowgraph:63,conv2d:57,conv:[9,57,66,90],conv_act:[9,23],conv_batchnorm_drop_r:[9,23],conv_bias_attr:9,conv_filter_s:[9,23],conv_fwd:66,conv_layer_attr:9,conv_num_filt:[9,23],conv_op:8,conv_pad:[9,23],conv_param_attr:9,conv_pool_2:45,conv_strid:9,conv_with_batchnorm:[9,23],conveni:[30,32,59,73,88],convent:[22,32,40],convers:[53,54],convert:[2,4,14,22,37,45,46,47,53,54,55,66,81,83],convlay:8,convlution2d:22,convolut:[8,9,13,22,23,57,70,80,89],convolution2d:22,convolution_algorithm_opt:66,convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:111,coordin:[35,40],copi:[2,29,30,39,42,52,58,71,72,74,75,91,96,103,127],copy_from:48,copyright:[2,96,103],copyvariablewithtensor:90,core:[6,18,22,32,59,62,69,75,76,91,120],coreo:[127,142],corespond:22,corner:82,corpu:14,correct:[8,22,31,32,53,74,127],correctli:[7,13,32,53,57],corresond:53,correspend:22,correspoind:30,correspond:[8,22,23,27,30,32,33,34,48,53,59,60,66,70,71,72,80,82,83,84,88,89,98,117],corss_entropi:30,cortex:53,cos:[8,88],cosin:[8,22,88],cosineop:88,cosineopproto:88,cosineopprotomak:88,cost:[22,29,30,32,45,58,73,74,78,79,90,96,103,120],cost_id:8,cost_np:79,could:[8,13,29,30,31,39,44,45,46,47,53,54,55,71,73,75,76,78,80,81,83,117,127],count:[7,35,43,49,79,81,119,125,128,134,136],counter:[26,35,39,46,58],cours:[7,43,70],covari:8,cover:54,cp27:102,cp27m:[85,102],cp27mu:[85,102],cpp:[31,38,56,64,65,68,69,76,82,92,98,106,112,119,129],cprofil:[117,118],cprofilev:[117,118],cpu:[2,6,8,31,43,53,62,70,75,76,77,82,84,85,89,90,110,113,114,117,119,120,128,136],cpu_avx_mkl:102,cpu_avx_openbla:102,cpu_kernel:62,cpu_ns_:77,cpu_per_pserv:45,cpu_per_train:45,cpudevicecontext:[70,89,113],cpuelapsedu:77,cpuengin:65,cpuinfo:100,cpuplac:[45,62,66,70,89,90,113,114,120],cpusparsematrix:69,crash:[35,119],creat:[6,13,18,22,29,30,31,33,35,40,44,46,48,49,50,51,52,53,54,56,57,58,66,70,71,73,74,75,76,80,83,84,96,98,103,111,112,115,123,128,129,130,142],create_backward_pass:73,create_bias_paramet:112,create_block:80,create_doc_str:88,create_input_paramet:112,create_local_scop:50,create_oper:56,create_optimization_pass:[24,73],create_paramet:80,create_python_ops_creatation_funct:88,create_rnn:33,create_rnn_op:71,create_st:18,create_tmp_var:80,create_tmp_vari:80,create_var:80,create_whileloop:91,createfromconfigproto:4,creategradientoper:83,creatememori:66,createop:88,createoper:33,createprimitivedesc:66,createstack:127,createvari:33,creation:[56,127],creationd:127,creator:[13,14,37,82,83],creator_:83,credenti:52,crf:[89,90],critic:[57,117],crlf:111,crop:[15,89],crop_grad:89,crop_siz:15,crope:15,cropgradkernel:89,cropkernel:89,cross:[8,22,80,98,138,139,140],cross_entropi:[8,30,45,57,63,90],cross_entropy_with_selfnorm:8,crt:51,csc:112,csr:[112,123],csv:[26,98],ctc:[7,22],ctc_evalu:7,ctest:[99,110,111,113],ctor:80,ctrl:[110,126],ctx:[66,90,113,114],cubla:70,cublas_handle_:89,cublashandle_t:89,cuda7:[102,104],cuda8:[99,100,102],cuda:[26,34,55,70,77,82,89,110,113,119,134],cuda_context:55,cuda_dir:[133,134],cuda_fp16:53,cuda_profil:26,cuda_so:[93,100],cuda_visible_devic:96,cudaconfigurecal:119,cudadevicecontext:[55,70,89,113],cudadevicegetattribut:119,cudaelapsedu:77,cudaevent_t:77,cudaeventcr:119,cudaeventcreatewithflag:119,cudafre:119,cudagetdevic:119,cudagetdevicecount:119,cudagetdeviceproperti:119,cudagetlasterror:119,cudahostalloc:119,cudalaunch:119,cudamalloc:119,cudamemcpi:119,cudaplac:[70,89,90],cudaprofilerstart:119,cudaprofilerstop:119,cudaprofilestop:119,cudaruntimegetvers:119,cudasetdevic:119,cudasetupargu:119,cudastream_t:89,cudastreamcr:119,cudastreamcreatewithflag:119,cudastreamsynchron:119,cudeviceget:119,cudevicegetattribut:119,cudevicegetcount:119,cudevicegetnam:119,cudevicetotalmem:119,cudnn:[8,11,22,34,62,66,70,89,90],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[133,134],cudnn_convt:8,cudnn_dir:[133,134],cudnn_kernel:62,cudnnavginclpadpool:8,cudnnavgpool:8,cudnnv5:99,cudrivergetvers:119,cuinit:119,cumtim:[117,118],cumul:8,cur_mem:72,curl:127,curli:[33,58],current:[2,8,22,32,33,34,35,38,40,44,47,49,54,62,70,71,72,75,76,77,80,86,90,91,115,127],current_block:[78,80],current_oper:78,current_word:[96,109],curv:30,custom:[24,30,43,53,57,72,75,82,127],custom_batch_read:81,cut:[13,91],cut_lin:13,cutoff:14,cv2:15,cxx:[138,139],cxx_compil:[138,139,140],cxx_flag:[138,139],cxxabi_1:102,cycl:35,cyclic:8,cython:68,d3e0:127,d_b0:57,d_b1:57,d_b2:57,d_block:57,d_f:57,d_g:57,d_h0:57,d_h0_bn:57,d_h0_relu:57,d_h1:57,d_h1_bn:57,d_h1_relu:57,d_h2:57,d_loss:57,d_loss_fak:57,d_loss_real:57,d_optim:57,d_step:57,d_t:57,d_w0:57,d_w1:57,d_w2:57,dalla:2,dandroid_abi:138,dandroid_arm_mod:138,dandroid_arm_neon:138,dandroid_standalone_toolchain:138,darwin:127,dash:57,dat:37,data:[2,7,14,15,18,23,29,30,31,33,37,38,39,47,49,51,53,54,57,58,59,61,62,63,66,67,70,71,72,73,74,75,76,78,80,82,84,86,87,88,89,91,92,96,103,104,106,109,114,120,123,125,128,129,131,133],data_batch:96,data_config:4,data_fil:15,data_i:57,data_lay:[2,38,96,106],data_layout:22,data_layout_:90,data_read:[13,81],data_reader_creator_random_imag:81,data_shar:91,data_typ:[13,14,67,87,90,92,97,103,104,109,123],data_type_:[62,70,90],data_x:57,databas:14,datacent:[37,52],datacenter1:37,datacenter2:37,datacenter_1:37,datacenter_2:37,datacenter_nam:37,datadim:8,datafeed:[16,120],dataflow:59,dataflow_analysi:63,datalayout:90,dataparallel:45,dataprovid:[1,96,98,129],dataproviderconvert:4,datasci:8,dataset:[22,37,43,45,75,81,103,104,109,117,118,125],dataset_nam:15,datatransform:90,datatyp:[14,18,22,62,66,87,90,92],dcgan:57,dcmake_build_typ:[115,121],dcmake_install_prefix:[121,138,139,140],dcmake_system_nam:[138,139,140],dcuda_arch_nam:99,dcudnn_root:99,ddim:[70,89,114],dead:35,deal:[32,142],deb:111,debug:[31,32,45,52,54,80,115,117,118],debug_str:59,decai:[10,24,27],decar:13,decayr:38,decent:39,decid:[30,42,57,67,75,83,84,87],declar:[22,33,57,71],decod:[8,9,22,108,109],decoder_boot:109,decoder_dim:72,decoder_group_nam:109,decoder_input:[72,96,109],decoder_mem:[72,109],decoder_prev:9,decoder_s:[96,109],decoder_st:[9,109],deconv:[8,57],deconvolut:[8,22],decor:[2,13],decrement:46,decrementcount:46,decrypt:127,deduc:82,deep:[8,20,22,32,42,50,57,58,63,65,77,82,84,89,119],deeper:55,deepspeech2:64,def:[2,4,8,13,30,31,32,37,43,48,49,56,57,59,62,63,71,72,73,80,81,88,91,96,98,103,106,109,112,113,129],def_block:57,defalut:22,default_block:57,default_decor:129,default_devic:136,default_main_program:[18,120],default_param_attr:80,default_st:91,default_startup_program:[18,120],default_valu:136,defaultdict:63,defaultinfervartyp:61,defect:76,defer:42,defin:[2,8,9,13,20,24,27,29,30,32,33,34,35,42,44,46,47,48,53,54,55,56,57,59,62,63,70,71,74,78,80,81,82,86,88,89,91,96,103,113,117,120],define_py_data_sources2:[2,98],definit:[32,33,35,39,45,50,55,62,78,83,88,91,117,120],definiton:56,degener:22,degre:8,delai:[75,89],delet:[22,43,51,111],deletestack:127,delimit:[7,98],deliv:142,delta:[8,31],delv:[8,20],demand:[35,89],demo:[4,8,14,82,128,131],denot:22,dens:[8,13,40,41,87,127],dense_arrai:[13,97],dense_vector:[2,4,13,103,104,123],dense_vector_sequ:[13,123],dense_vector_sub_sequ:123,dep:34,depend:[22,33,34,35,43,45,47,59,74,79,87,142],dependent_var:79,deploi:[8,142],deploy:[59,67,82,127,142],deprec:8,depth:[33,54],dequeu:47,deriv:[5,30,45,48,60,73],desc:[33,48,66,67,80,88,91],desc_:33,descend:[22,91],descent:[8,35,75],descproto:67,describ:[30,32,33,34,39,44,45,50,55,62,66,67,71,72,76,78,80,82,87,88,90,92,127,128],describestack:127,describestackev:127,describestackresourc:127,descripotor:66,descript:[7,33,34,61,65,67,70,83,87,90,92,127,129],descriptor:[66,90],deseri:[29,67,76],deserializ:82,desgin:58,design:[8,13,20,32,38,62,63,68,75,77,84,142],desir:[13,35,45,75,127,128],destin:[40,52],destroi:[33,50],destruct:86,destructor:77,det_output:7,detail:[6,7,8,9,10,22,31,32,39,43,45,47,52,54,57,59,63,66,67,70,71,77,80,84,86,89,90,91,92,117,127,142],detect:[61,111],detection_evalu:7,detection_output:7,determin:[8,13,22,33,45,63,70,82],dev:[82,93,100,110,111,117,118,138,142],dev_ctx:[33,66,77],devel:85,develop:[32,34,54,61,76,77,80,83,85,111,117,120,139],deviat:[6,20],devic:[6,44,45,49,53,59,65,66,70,74,76,77,82,90,93,100,114,120,136],device_:77,device_context:[66,113],devicecontext:[33,70,77,113],deviceid:[65,136],deviceid_:65,deviceplac:89,devid:8,dhcp:142,diagon:22,diagram:71,diamond:57,dic:15,dict:[2,7,14,29,32,80,98,106,129],dict_dim:[96,106],dict_fil:[7,106],dict_siz:[14,22,38,72],dictionari:[2,7,8,14,29,30,31,80,96],did:76,diff:[96,111],diff_mat:31,differ:[7,8,22,23,29,32,33,34,35,40,42,45,46,47,48,49,50,53,54,57,59,60,63,66,70,72,74,75,77,79,83,86,90,91,92,117,127],differenti:56,difficult:[7,31,54],difficulti:20,dig:127,digit:8,digraph:59,dilat:[8,22,66],dilation_h:22,dilation_i:8,dilation_w:22,dim0:113,dim1:113,dim:[8,13,22,23,38,66,67,71,82,87,89,92,112,113,114],dim_:[89,114],dimens:[5,8,9,11,13,22,23,57,82,87,89,91,96,114],dimension:[8,22,123],dimes:8,dios_arch:139,dios_enable_bitcod:139,dios_platform:139,dios_use_veclib_for_bla:139,dir:[93,129,138],direct:[8,9,15,54,63,75,117],directli:[9,20,24,27,34,41,43,45,53,62,76,88,90,91],directori:[8,34,37,42,51,52,89,111,115,119,128],disabl:[22,77,98],disadvantag:[75,80],discard:[13,35,39,72,111,134],discexp:98,discount:8,discov:35,discoveri:127,discret:8,discrim:57,discuss:[30,33,39,40,41,45,66],disk:67,dispatch:[45,76],displai:[43,52],dist:[85,93,99],dist_train:[30,43],distanc:[7,8],distinguish:34,distribut:[2,8,20,33,39,40,41,42,44,49,55,74,82,92,96,103,131,132,134,142],distribute_test:[133,134],distributedli:45,disucss:30,div:22,divid:[8,10,22,32,49,88,92,117],divisor:22,diy_beam_search_prob_so:[133,134],dnn:[66,93],dns:127,do_forward_backward:81,doc:[4,13,59,71,91,113,115,125,126,129],doc_cn:115,docker:[85,93,99,100,111,115,125,127,128,129,131,132,138,142],docker_build:30,docker_clust:[126,130],docker_push:30,dockerfil:[110,111,129,138,140],document:[8,9,31,45,51,58,71,72,77,82],documentari:2,doe:[9,35,39,40,42,43,44,45,47,50,53,59,63,71,76,80,82,83,84,120],doesn:[6,8,13,30,33,44,81,117],doing:[38,42,45,58],domain:127,don:[9,30,34,56,58,63,81,127],done:[7,8,9,32,34,35,39,40,45,46,61,63,67,75,83,84,111,117,119,127,129],dot:[8,9,23,113],dot_period:[129,134,136],dotmuloper:8,dotmulproject:8,doubl:[22,45,53,58,77,90,113,134],down:119,download:[14,34,35,38,42,51,93,128,142],doxygen:111,dozen:34,dpython_execut:93,dpython_include_dir:93,dpython_librari:93,draw:72,drive:86,drop:[8,9,72],drop_fc:97,drop_rat:[6,97],dropout:[6,9,97],dropout_prob:22,dropout_r:[8,97],drpi_arm_neon:140,drpi_toolchain:140,drwxr:128,dst:[40,66],dst_primitive_desc:66,dtoh:119,dtype:[4,18,22,45,59,80,98,120],due:[39,42,57,63,72,80,117,118],dummi:[29,39],dump:[67,124],dump_config:124,dump_v2_config:124,duplic:[22,47],durat:39,dure:[2,8,9,27,32,33,35,39,42,43,49,54,63,74,75,77,80,82,92,127,142],duse_eigen_for_bla:138,dwith_c_api:[69,121,138,139,140],dwith_doc:115,dwith_golang:121,dwith_gpu:[99,115,121,140],dwith_mkl:[115,121],dwith_profil:119,dwith_python:[69,121,140],dwith_swig_pi:[69,121,138,139,140],dwith_test:[99,113,139],dwith_tim:119,dynam:[2,22,40,69,71,80,81],dynamic_cast:112,dynamic_recurrent_op:91,e2e:142,each:[2,7,8,9,11,13,14,18,22,23,29,31,32,34,35,38,39,40,42,43,44,45,48,49,50,55,58,61,63,66,70,71,72,74,76,77,79,80,81,82,83,86,87,88,89,90,91,92,117,127,142],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:54,earli:[53,55],eas:[13,61],easi:[31,32,72,75,81,82,84],easier:[30,47,53,54,81,91],easili:[30,57,74,77,81,83,86,89],echo:[93,100],edg:[15,63],edit:[7,127],editor:80,edu:[14,127,128],eeoi3ezpr86c:127,effect:[8,29,127],effici:[8,45,67,81,89],effort:45,efg:8,efs:127,efs_dns_nam:127,efsvol:127,egd:63,eigen:[53,70,75,82,84,89,113],eigen_device_:89,eigen_use_gpu:113,eigenmatrix:114,eigentensor:114,eigenvector:114,either:[2,8,9,13,22,29,30,45,57,60,61,71,75,84,96,103],elb:127,elbapis:127,electr:63,electron:128,elem_dim:8,elememt:8,element:[7,8,9,13,15,22,29,31,39,47,59,72,82,113],element_typ:40,elementari:82,elementwis:[22,23],elif:[30,88],els:[30,38,43,45,47,48,54,57,60,61,62,63,86,88,100,106,112],elsewher:77,emac:110,emailweixu:34,emb1:[38,106],emb2:[38,106],emb:[96,98,106,128],emb_group:106,emb_para:98,emb_param_fil:98,emb_sum:96,embed:[30,33,38,47,61,72,87,91,98,109],embedding_lay:[38,96,106],embedding_nam:[8,109],embedding_s:[8,109],empir:8,emplace_back:112,emploi:[32,48,88],empti:[7,13,32,35,72],emul:53,enabl:[6,8,22,33,34,39,44,47,48,59,77,110,119,127],enable_grad_shar:[133,134],enable_parallel_vector:134,enableonstart:26,enc_proj:[9,109],enc_seq:9,enc_vec:109,encapsul:40,encod:[9,39,72,106],encoded_proj:[9,109],encoded_sequ:[9,109],encoded_vector:109,encoder1:106,encoder1_expand:106,encoder1_last:106,encoder1_rep:106,encoder2:106,encoder2_rep:106,encoder_ctx:72,encoder_ctx_expand:72,encoder_ctx_proj:72,encoder_dim:72,encoder_last:8,encoder_out_seq:72,encoder_s:109,encount:38,encourag:[45,50],encrypt:127,encrypt_decrypt:127,end2end:142,end:[7,8,22,29,32,33,45,48,55,59,63,72,76,77,81,86,109,111],end_pass:30,end_po:8,endforwardbackward:[29,96],endian:67,endif:[70,77],enditer:[29,30,96,103],endpass:[29,30,103],endpoint:[13,37,127],endtrain:30,engin:[43,65,66],english:8,enough:[32,33,62,63,70],enqueu:47,ensembl:9,ensur:[35,66,74,86],enter:[33,50],enterpris:82,entir:[8,9,40,42],entiti:[7,33,86],entranc:50,entri:[13,22,39,43,61,127],entropi:[8,22,80],entry_point:43,enueu:47,enumer:[5,70,98],env:[96,115,117,118,127,129],environ:[30,45,93,117,119,127,128],environmenterror:125,eol:111,eos_id:[8,109],epoch:57,epsilon:[8,10,22,24],equal:[8,9,22,23,35,91,106,113],equat:[7,8,9,10,22,63,113],equival:[30,33,44,48,54,60,88,142],error:[6,7,8,9,22,30,31,39,52,53,54,66,86,93,98,121,127,134],error_clip:48,error_clip_callback:48,error_clipping_threshold:[6,96],errorclipbyvalu:48,especi:[8,9,65],essenc:[30,32],essenti:[8,30,50,53],establish:44,estim:[8,30,47,75],eta:128,etc:[7,13,22,33,45,49,66,74,75,81,86,127,142],etcd:[13,29,35,39,40,42],etcd_addr:40,etcd_endpoint:13,eth0:[127,129],euclidean:8,eval:[7,18,33,49,57,82],eval_program:[18,49],eval_result:49,evalu:[8,16,28,29,42,59,79,119,120,124],evaluate_difficult:7,even:[30,53,74,80,81],evenli:[40,127],event:[96,103,128],event_:77,event_block:77,event_handl:[29,30,96,103],eventkind:77,eventlist:77,eventu:[45,91],everi:[7,8,9,13,18,30,35,39,40,42,48,49,58,59,61,63,66,70,71,74,80,86,88,90,103,120],everyth:[45,47,57],evid:76,evolv:54,exactli:[8,9,96,127],exampl:[7,8,9,13,14,15,22,23,29,33,43,45,47,49,52,54,55,56,57,58,59,61,63,66,70,71,72,76,77,78,80,81,82,83,84,87,89,90,91,117,120,127],example_read:13,exc_path:93,exceed:8,except:[2,8,14,42,44,54,58,77,91,103],excess:63,exchang:76,exclud:8,exclude_mod:8,exclude_param:29,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:14,exe:[45,120],execut:[8,34,35,39,43,44,45,49,50,55,57,59,63,66,74,77,83,92,117,127],executioncontext:[66,90,113,114],executor:[16,18,44,45,49,53,54,55,57,73,78,80,90,92,117,118,120],exist:[30,33,35,52,54,72,80,81,83,88,89,91,114,127],exit:[40,52,128],exp:98,expand:[22,72,106],expand_a:[8,105,106],expand_lay:106,expand_level:[8,105],expandconvlay:8,expandlevel:105,expans:8,expect:[8,90],expected_desc:66,expected_kernel_kei:90,experi:67,expert:34,expir:35,explain:[7,22,35,44,54,56,58,117],explan:[8,31,43,44,45,86,90],explicit:[77,91,112],explicitli:[30,45,50],explod:48,explor:[8,72,84],expon:8,exponenti:[5,22],expos:[32,41,66,67,89,91,127],express:[2,30,47,49,59,63,96,103,127],extend:[7,75,91],extens:[42,47,72],extent:69,extern:[34,65,68,69,82],extern_mklml:93,external_librari:34,extingrad_:65,extinval_:65,extoutgrad_:65,extoutval_:65,extra:[6,8,9,45,84,89,142],extra_lay:29,extraattr:[6,136],extraattribut:8,extraattributenon:8,extract:[7,8,54,76,127],extralayerattribut:[6,9,96,97],extralayeroutput:9,extrem:[8,44,54],f1205:98,f120da72:128,f7e3:127,fa0wx:128,fabric:[125,126],face:[34,84],fact:[22,44,54,74,78,80],factor:[6,10,22],factor_s:8,factori:68,fail:[35,39,72,93,98,128,134],failur:[35,40],fake:57,fake_imag:81,faked_imag:57,fall:[53,79],falloc:51,fals:[6,7,8,9,10,13,22,23,24,31,32,33,54,60,62,64,71,78,79,81,87,92,96,103,104,106,109,112,113,123,125,128,136],false_block:[33,60,78],false_label:81,false_neg:49,false_posit:49,false_read:81,fan_in:20,fan_out:20,faq:137,far:[48,91],fashion:45,fast:[8,39,54,119],faster:[8,9,22,27,35,54],fastest:54,father:32,fault:[29,39,82],fbd1f2bb71f4:128,fc1:[59,112,136],fc1_bia:59,fc1_weight:59,fc2:[59,136],fc3:[59,136],fc4:136,fc8a365:127,fc8a:127,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[80,88,96,98,106,136],fc_layer_nam:9,fc_mat:29,fc_op:88,fc_out:33,fc_output:88,fc_param_attr:9,fc_without_b:33,fclayer:112,fcop:56,fdata:106,feasibl:75,featur:[2,5,8,13,14,22,32,45,53,59,74,77,111],feed:[9,29,30,45,58,71,84,103,120],feed_dict:57,feed_list:120,feeder:[13,45,120],feedforward:20,festiv:2,fetch:[14,35,38,45,79,93,111,120],fetch_list:[45,80,120],fetch_op:79,few:[34,35,45,63,75,81,87],fewer:[8,22,80],fg0:8,field1:29,field2:29,field:[8,29,33,59,61,67,79,80,83,87,88,96,127],fifth:58,figur:[30,34,45,47,57,65,71,77,80],file:[2,7,8,13,14,15,26,29,30,32,34,35,37,39,40,42,43,51,52,54,55,59,67,69,81,82,89,92,96,103,111,113,120,142],file_list:2,file_nam:[98,106],file_typ:13,filenam:[2,15,37,80,96,117,118],fileoffset:51,filesystem:[42,43,45,51,127],fill:[8,35,39,70,80,123,127],fill_zero_grad:82,fill_zeros_like_op:32,filter:[8,9,22,48,66],filter_s:[8,9,22,23],filter_size_h:22,filter_size_i:8,filter_size_w:22,filter_strid:22,find:[8,22,33,35,42,53,59,66,72,86,90],find_var:31,findmemori:66,findop:33,findprimit:66,findprimitivedesc:66,findvar:[33,86],fine:[6,39,56],fingerprint:127,finish:[35,39,42,43,50,63,74,88,127,128],first:[8,22,29,30,32,33,35,39,42,43,44,45,50,52,54,57,58,59,66,71,72,78,79,80,82,87,88,89,91,113,114,123,127,142],first_seq:109,firstli:[7,8],firstn:13,firstseen:128,fit:[14,53,62,63,67,72,82],five:78,fix:[6,8,22,45,63,68,80,111,117,123],flag:[8,14,22,64,65,77],flatten0:59,flatten:[22,59,78,80,114],flatten_result:96,flexibl:[8,9,30,40,45,54,58,62,71,72,75,81,89,91],flip:15,flist:125,fliud:44,float16_t:53,float32:[4,13,22,45,53,56,57,80,81,98,113,120],float64:22,float_16:22,float_to_half_rn:53,floor:[8,98],flow:[22,33,44,71,77,85],fluid:[0,18,20,21,22,23,24,26,27,32,45,47,50,70,77,80,89,90,117,118],fluid_cuda_create_tensor:55,fluid_cuda_mult:55,fluid_cuda_read:55,fly:32,fmt:98,fname:98,fnt03:127,focu:[59,117],folder:[34,37,43,52,127],follow:[7,8,9,10,13,15,22,23,29,30,31,32,33,34,35,39,43,44,45,47,50,53,54,55,56,57,58,59,60,61,63,66,70,71,72,74,75,77,78,79,80,81,82,83,84,86,87,88,89,90,91,117,120,127,131,132,142],footprint:55,forbid:30,forc:[74,80,90],force_cpu:[22,62],force_cudnn:62,force_load:68,forest:33,forget:[10,22,30],forget_bia:22,fork:8,form:[8,9,22,49],formal:90,format:[7,13,14,15,22,26,29,31,39,45,53,54,70,72,91,104,111,112,123,127],former:[30,34,54,63,75],formul:22,formula:[8,9,10,22,31,63],formular:8,forth:57,forward:[5,8,9,22,31,32,33,38,40,48,54,57,64,65,66,67,73,76,78,81,82,83,84,87,112],forward_infer:66,forward_list:77,forward_op:31,forward_proj:22,forward_train:66,forwardactiv:112,forwardbackward:29,forwardtest:4,found:[53,78,84,86],four:[7,22,49,54,58,66,70],foward:79,fp16:[53,82,92],fp32:[70,82,90,92],fp64:[70,92],fparam:98,fpga:[70,120],fpgadevicecontext:89,fpgaengin:65,fpgaplac:[70,89],frac:22,frame:[7,50,82,91],framework:[30,32,33,48,49,53,54,59,70,74,75,77,78,82,84,86,88,89,113,117,118,120],free:[14,55,89,142],freememoryop:55,frequenc:14,frequent:[39,81,82,84,89],fresh:42,friend:86,friendli:57,from:[2,4,7,8,9,13,14,15,20,22,29,31,32,33,34,35,37,38,39,40,44,45,47,48,49,52,53,54,56,57,58,59,60,62,63,66,71,72,73,74,76,78,80,81,82,83,86,89,90,91,93,108,113,114,117,118,119,124,127,128,142],from_no_sequ:[8,105],from_sequ:[8,105],from_tar:[29,103],fromfil:[81,98],fromstr:98,front:[59,63],fuction:26,fulfil:119,full:[8,22,35,42,71,74,75,142],full_matrix_project:[9,106,109],fulli:[22,45,47,142],fullmatrixproject:8,fullsiz:38,fully_matrix_project:9,fullyconnect:[59,80],fullyconnectedlay:112,func:[2,13,39,44,55,83],funciton:[9,22],functor:[56,59],fundament:[47,53,82],funtion:22,further:[8,88,142],futur:[8,42,45,53,63,71,82],fvs:88,fwd_desc:66,fwd_op:83,fwd_primit:66,fwd_primitive_desc:66,fwd_var:48,g_b0:57,g_b1:57,g_b2:57,g_block:57,g_command_config_arg:[64,65],g_h0:57,g_h0_bn:57,g_h0_relu:57,g_h1:57,g_h1_bn:57,g_h1_relu:57,g_h2:57,g_im:57,g_loss:57,g_optim:57,g_program:80,g_state:77,g_step:57,g_w0:57,g_w1:57,g_w2:57,gain:8,gan:30,gangliao:34,gate:[8,9,22,23],gate_act:[8,9,106],gate_activ:22,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gate_v:22,gatedrecurrentlay:64,gather:[8,32,63,74,76,113],gauss:6,gaussian:20,gaussian_normal_random:57,gcc:[53,55,68,82,99,110,117,138,140],gcc_3:102,gcreators_:88,gemm:64,gen:8,gen_proto_pi:115,gen_rand_param:98,gender:[14,129],gendrated_id:72,gener:[2,7,8,9,13,18,29,30,31,32,33,34,35,37,39,40,42,44,45,54,56,61,63,66,70,74,75,78,79,80,81,82,83,87,88,89,91,103,119,123,127,129,136],generated_id:72,generated_scor:72,generated_word_embed:8,generatedinput:[8,108,109],genr:129,gereat:7,get:[2,7,8,14,22,29,31,32,33,34,35,39,40,42,43,51,54,57,59,62,63,64,65,66,70,71,72,77,80,82,83,86,88,89,90,91,96,100,112,117,118,123,126,127,128,130],get_all_op_proto:88,get_block:80,get_config_arg:136,get_data:128,get_dict:14,get_dim:31,get_embed:14,get_float_el:31,get_grad:[29,96],get_grad_op_desc:32,get_input_lay:112,get_lin:13,get_movie_title_dict:14,get_numeric_gradi:31,get_numerical_gradi:31,get_output:31,get_program:63,get_sample_from_lin:96,get_shap:29,get_support:[93,102],get_symbol:59,get_tensor:31,get_vari:33,get_word_dict:14,get_worker_addr:44,getactualkerneltyp:62,getattr:48,getbatchs:112,geteigendevic:114,getengin:66,getenv:[30,43,125,129],getexpectedkerneltyp:[62,66,90],gethostbynam:129,gethostnam:129,getidmap:129,getinfervartyp:61,getinput:112,getinputgrad:112,getinputvalu:112,getkerneltyp:53,getkerneltypeforvar:90,getlayeroutput:[29,96],getlibrari:66,getmat:38,getoptconfig:38,getoutputgrad:112,getoutputvalu:112,getparam:38,getparameterconfig:38,getparameterptr:112,getparameterspars:38,getparametersremot:38,getplac:[66,89,113,114],getpodlist:129,getsiz:112,gettask:39,gettempl:127,gettensor:90,gettranspos:112,getw:112,getweight:112,getwgrad:112,gflag:121,gflags_complet:121,gflags_declar:121,gist:9,git:[85,93,99,110,111,115,121,138,140],github:[9,34,57,70,85,93,99,110,111,115,117,118,120,121,138,140],give:[2,22,35,71,80,82,90,127],given:[8,13,22,23,29,32,40,42,47,48,54,56,57,72,81,84,91],glibc:[138,140],glibc_2:102,glibcxx_3:102,glide:34,global:[6,22,24,30,33,34,35,55,59,62,76,77,82,86,88,89,90,110,119,127],global_block:80,global_learning_r:6,global_pool:22,global_step:24,globalstat:119,globalstatinfo:119,globe:2,glog:121,glorot10a:20,glorot:20,gnueabihf:140,go_librari:34,go_test:34,goal:[47,53,58,74,82],gob:39,godep:34,godoc:68,goe:[9,35,54,60,86,120],going:[32,56,75,117,142],golang:34,good:[57,75,80,81,84,117,142],googl:[30,77,82,98,117,118,121,138],googleapi:127,googlenet:65,goroutin:44,got:[62,86],govern:[2,96,103],gpg2:127,gpg:127,gprof:118,gprotos_:88,gpu:[6,8,11,31,43,49,53,63,70,74,75,76,77,82,84,85,89,90,93,100,102,104,110,119,120,123,125,136,142],gpu_id:[96,134,136],gpu_per_train:45,gpudevic:89,gpugpu_id:133,gpukernel:82,gpustarttimestamp:26,grab:35,grad:[31,32,40,48,65,80,87,96,134],grad_info_map:32,grad_n:48,grad_nam:48,grad_op:48,grad_op_class:82,grad_op_desc:48,grad_op_maker_:83,grad_op_typ:[82,83],grad_op_type_:83,grad_s_block:32,grad_share_block_num:[133,134],grad_to_var:[32,48],grad_var_nam:31,gradient:[6,7,8,10,20,22,24,27,29,35,39,46,48,58,61,73,74,75,76,80,82,87,117,124,125,129,134],gradient_clipping_threshold:[6,96],gradient_evalu:7,gradient_flat:31,gradient_machin:[29,69,121],gradientmachin:[4,29,69,76,129],gradientmachine_:38,gradopdescmak:[61,83],gradopdescmakerbas:83,gradopmak:83,grai:15,grain:56,grandient:29,grant:127,graph:[8,22,29,32,33,34,35,44,45,46,47,49,54,57,71,74,75,78],great:[47,142],greater:[8,48,75,123],greaterthan:88,greedi:22,green:[44,57],grep:[100,130],gridsize3d:26,groudtruth:109,ground:[7,8,22],group:[9,22,23,39,59,66,89,142],group_input1:109,group_input2:109,group_input:[106,109],grouplen:14,grpc:142,gru:[8,22,72],gru_bias_attr:9,gru_decod:109,gru_decoder_with_attent:109,gru_layer_attr:9,gru_memori:9,gru_out:72,gru_param_attr:9,gru_step:[72,109],gru_step_lay:9,grumemori:[9,97,109],gserver:[8,64,65,112],gsizex:119,gtx:63,guarante:[66,80],guard:38,guest:102,gui:117,guid:[26,51,63,82,127,128],gzip:[39,128],h0_bn:57,h_f:22,h_prev:33,hadoop:30,half:[8,22,23,53,127],half_to_float:53,hand:[63,82,89],handi:34,handl:[13,30,32,43,44,45,59,63,66,70,76,81,86,89,91,120],handler:[29,33],happen:[22,39,88],hard:[45,54,72,91,127],hardshrink:22,hardsigmoid:22,hardwar:[54,55,89],has:[7,8,9,14,22,26,30,31,32,33,34,35,39,40,42,45,47,48,49,53,54,57,59,63,67,70,72,74,77,78,82,87,88,89,90,119,120,123,127,142],has_kei:[29,32,48],has_selected_colum:8,has_var_recurs:32,hasdependentvar:79,hash:[70,74],hasn:54,hassubseq:106,have:[8,9,13,22,30,31,32,33,34,35,39,40,42,43,45,47,48,50,53,54,55,56,57,58,62,63,66,67,70,71,72,74,75,76,77,78,80,81,82,83,86,87,89,90,92,127,142],haven:54,hdf:[13,37],head:[113,130],header:[40,67,69,82,89,98],headip:130,height:[8,13,15,22,33,68,81,98,112,113,123],height_:87,held:35,hello:30,help:[4,8,22,33,52,54,59,66,72,81,82,91,111,117],helper:[22,45,66,83,91],henc:[45,75,80,83,84,86],here:[6,7,8,9,13,22,23,30,34,35,41,47,48,50,52,54,58,59,66,70,71,81,84,88,123,127,142],heterogen:[45,47,77],heurist:[8,47,72],hidden:[8,9,22,73,80,97,98,127],hidden_a:98,hidden_b:98,hidden_dim:[22,106],hidden_out:33,hidden_s:9,hidden_t_prev:22,hidden_v:22,hidden_valu:22,hierach:108,hierarch:[8,78,80,82],hierarchi:82,high:[6,20,53,74,89,142],higher:[56,71,91],highest:[13,33],highli:[14,91],him:30,hint:[4,62,117],histor:56,histori:10,hl_get_sync_flag:112,hold:[30,32,35,39,41,53,57,59,61,63,86,88,89,90,114,127],holder_:[89,114],home:[37,52,100,117,118,127,128,129,130],honor:39,hook2:106,hook:[6,106],hookattr:6,hookattribut:6,horizont:[8,15],host:[34,43,77,127,128],host_c:[138,139,140],hostfil:130,hostnam:127,hostnetwork:129,hostpath:[128,129],hostport:127,hot:22,hous:[2,14,104],how:[6,8,22,30,33,35,39,44,45,50,52,54,56,59,62,66,71,72,76,77,84,88,90,117,127],howardjohnson:106,howev:[8,9,22,31,32,42,45,50,54,63,70,75,76,80,81,83,84,87,88,89,90,127],howto:[125,126,129],hpp:[53,68],html:[14,20],htod:119,http:[2,8,9,14,20,22,34,43,57,85,93,96,99,100,103,110,111,115,117,118,120,121,127,128,138,140,142],hub:85,huber:8,huge:75,human:[8,20,77],hwc:15,hyper:[8,57],hyperparamet:[8,84],hyperplan:13,i1116:129,i1117:119,i386:139,iOS:139,iamfullaccess:127,iamusersshkei:127,icc:55,ics:14,id_input:7,id_rsa:130,idea:[34,54,55,75,81,84,117],ideal:[45,90],ident:[8,22,83,127],identifi:[8,60,70],identityoffsetproject:8,identityproject:8,idmap:129,ids:[7,8,22,72,96,123],ids_arrai:123,idx:[39,57,63,112],ies:52,if_else_op:32,ifdef:[70,77],ifels:[33,78],ifelseop:78,ignor:[2,8,22],iil:98,illustr:[7,22,35,40,45,56,71],im_siz:57,imag:[11,12,13,14,22,23,30,45,54,57,58,72,73,78,81,110,111,127,128,129,131,132,142],image_a:81,image_b:81,image_fil:81,image_h:22,image_lay:81,image_nam:30,image_path:81,image_reader_cr:81,image_w:22,imagenet:[8,20,37],imagepullpolici:[127,129],imageri:8,images_reader_cr:81,imagin:58,img2label:15,img:[8,9],img_conv_lay:9,img_pool_lay:9,imgsiz:119,imgsizei:119,imgsizex:119,immedi:[63,66,75,84,127],immutable_paramet:30,impel:89,imper:44,imperfect:82,implement:[8,9,13,20,22,23,24,27,33,39,40,41,42,43,44,45,47,54,56,59,60,61,63,66,68,69,70,72,76,79,86,88,89,90,91],implemet:38,impli:[2,34,96,103],implicitli:44,imposs:[72,142],impractic:90,improv:[8,46,47,63,82,117,127],in_arg:123,in_fals:22,in_plac:22,in_tru:22,inarg:[4,38],inbound:127,inc_path:93,includ:[7,8,9,14,15,22,24,30,33,34,40,43,53,54,57,59,63,68,69,71,72,77,78,80,82,88,111,113,117,119,121,127,138,139,140],inclus:72,incom:[44,62],incorpor:8,incorrect:8,increas:[35,39,53,98],increment:[49,58,63],incupd:112,inde:13,independ:[8,22,31,32,40,46,86,89,142],index:[7,8,11,13,14,22,29,31,32,33,35,39,44,78,80,91,106,127],indexslot:8,indiact:22,indic:[7,8,22,32,33,40,50,57,71,78,83,87,89,91,123,127],indice_map:91,indices_map:91,individu:[35,74,127],industri:[35,67,142],ineffici:[76,90],infer:[15,22,30,32,33,35,49,54,60,61,62,63,64,68,70,79,80,82,87,90,103,104],infer_shap:80,infer_var_type_:61,inferfac:61,inferior:42,infershap:[33,80,82,113,114],infershapecontext:[113,114],infervartypefn:61,info:[7,8,14,53,71,96,103,106,112,126,129,142],infom:8,inform:[8,14,22,29,33,43,52,59,62,63,66,67,70,71,74,80,84,86,87,117,127],infrastructur:[54,127],ingrad_:65,inherit:[33,73,82,89],ininst:30,init:[6,20,29,33,46,57,65,71,72,103,104,112,125,127,129],init_attr:80,init_from_tar:29,init_hook:106,init_model_path:[133,134,136],initi:[2,6,8,9,14,16,22,29,32,34,39,44,45,46,47,49,58,71,74,75,80,84,88,91,104,120,134],initial_max:[6,98],initial_mean:[6,8,98],initial_min:[6,98],initial_std:[6,8,98],initialize_op_attr:80,initpaddl:4,initrd:142,inlcud:9,inlin:[89,114,127],inner:[8,96,106,123],inner_:106,inner_mem:106,inner_param_attr:9,inner_pos_arrai:123,inner_rnn_output:106,inner_rnn_st:106,inner_rnn_state_:106,inner_seq_pos_arrai:123,inner_step:106,inner_step_impl:106,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:114,input1:[8,9,114],input2:8,input:[2,5,7,8,9,11,13,15,21,22,23,29,31,32,33,38,42,44,45,46,47,48,49,53,54,55,56,57,58,59,61,62,63,65,66,70,71,72,75,76,79,80,81,82,83,86,88,89,90,91,96,97,98,103,104,105,106,108,109,112,113,114,120,123,129,136],input_conf:8,input_data:112,input_data_target:112,input_dim_idx:22,input_dtyp:22,input_featur:5,input_hassub_sequence_data:112,input_id:8,input_imag:9,input_index:112,input_label:112,input_lay:112,input_loc:8,input_nam:30,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:91,input_seq:[8,22],input_sequence_data:112,input_sequence_label:112,input_sparse_float_value_data:112,input_sparse_non_value_data:112,input_t:112,input_to_check:31,input_typ:[96,106],input_valu:31,input_var:[31,80],inputbuff:38,inputdef:112,inputgradi:83,inputlayers_:112,inputs_to_check:31,inputsizechang:66,inputtyp:13,insert:[32,48,55,74,79,82,83,111],insid:[7,9,32,35,45,47,48,49,62,66,76,77,81,82,83,127],inspir:77,instal:[8,22,43,65,85,93,99,100,102,104,111,115,117,118,121,125,128,138,139,140],install_android:138,instanc:[8,22,31,33,35,37,41,44,45,46,48,50,55,60,66,71,72,75,80,82,83],instance_ip:127,instanti:[35,50,120],instead:[8,9,11,32,34,38,43,44,45,53,54,58,59],instrins:53,instruct:[33,58],int16:92,int32:[70,78,91,92,134],int64:[22,45,51,70,87,90,92],int64_t:77,int8:70,integ:[2,7,8,13,22,39,43,44,53,68,72,103],integer_sequ:96,integer_valu:[2,13,96,103,106,123],integer_value_sequ:[2,13,72,106,109,123],integer_value_sub_sequ:[106,123],integr:[7,142],intel:[54,70,89],intellig:[20,63],inteloptimizedpaddl:65,inter:[8,45],interact:[8,45,127],intercept:8,interchang:[58,82],interconnect:74,interest:[44,53,74],interfac:[6,8,9,20,24,26,27,29,33,39,43,52,59,74,76,82,83,89,127,142],intergr:8,intermedi:[22,45,52,55,57,63,73],intern:[8,9,20,24,29,53,117,118,127],internel:65,internet:[34,35,142],interpret:[7,22,50,54,55,92],interv:22,intrins:[44,50,53],introduc:[8,15,33,35,57,64,67,84,86,88,117],intuit:[42,82],inval_:65,invalid:[81,86],invent:54,invoc:[34,56,82],invok:[2,8,18,29,32,45,48,76,80,82,83,88,90,119,127],involv:72,iob:7,ioe:7,ios:139,ios_arch:139,ios_deployment_target:139,ios_development_root:139,ios_enable_bitcod:139,ios_platform:139,ios_sdk_root:139,ios_use_veclib_for_bla:139,ip_str:129,ips:[127,129],ipt:[8,80,88,98,106,109],ipx:142,ipython:30,is_color:15,is_cpu_plac:66,is_inf:124,is_loc:29,is_mkldnn_librari:66,is_revers:22,is_seq:[8,109],is_spars:22,is_stat:[6,98],is_target:79,is_tensor:88,is_test:[22,66],is_traget:79,is_train:[2,15],isbinari:123,isinst:[4,48,96,103],ismkldnnkernel:66,ispodallrun:129,isspars:112,issu:[34,57],issue_numb:111,istag:85,item:[8,13,22,29,42,53,81,104,129,142],iter:[2,8,9,10,13,29,30,35,45,54,55,63,66,75,77,81,91],iter_multiple_input_and_param:80,its:[2,8,9,20,22,27,29,30,31,32,33,35,39,44,48,49,54,55,57,58,59,61,63,67,71,72,74,75,76,79,80,82,83,86,87,88,89,90,119,127],itself:[32,35,42,55,66,75,86],ivector:[123,124],ivs:88,java:[33,68,78,82],jeremi:119,jian:20,jku:22,job:[14,32,42,44,45,48,82,129,133,134,136],job_desc:45,job_dispatch_packag:126,job_id:14,job_nam:[43,127,129],job_namespac:[127,129],job_path:[127,129],job_path_output:129,job_workspac:126,jobdesc:45,jobnam:[45,129],jobpath:[127,129],jobport0:127,jobport1:127,jobport2:127,jobport3:127,jobselector:129,jobserv:43,join:[35,106],jointli:9,jpg:15,json:[59,127,128],jth:9,judg:8,juditski:75,jupyt:43,just:[5,7,8,9,14,22,34,39,40,44,45,54,55,57,61,66,75,76,80,81,82,83,84,86,87,127],jx4xr:127,jypyt:30,k8s:[44,129,142],k8s_data:[127,129],k8s_job:30,k8s_token:30,k8s_train:[127,129],k8s_user:30,kafka:37,kaim:20,kcpu:77,kcuda:77,kdisabl:77,kebilinearinterpbw:119,kebilinearinterpfw:119,keep:[8,13,15,20,35,54,55,58,72,75,80,86,88,142],keep_dim:22,keep_top_k:8,kei:[2,14,15,23,26,29,31,32,33,35,37,39,51,53,62,66,82,83,88,91,96,110,111,119,129],kept:[8,63,80],kera:84,kernel:[8,22,31,53,55,62,65,75,77,84,87,89,90,113,114],kernel_hint:62,kernel_type_for_var:90,kerneltyp:[62,66],key1:134,key2:134,key_pair_nam:127,keyid:127,keymetadata:127,keypair:127,keyserv:127,keystat:127,keyusag:127,keyword:[80,129],kforcecpu:62,kill:[35,127],kind:[2,30,31,35,41,45,48,55,58,62,66,73,74,77,89,90,92,96,103,127,128,129],kind_:77,kmark:77,kms:127,knchw8c:70,knchw:70,knhwc:70,know:[30,39,44,63,67,117,127],known:[22,32,33,54,56,71],kpoprang:77,kpushrang:77,kriz:14,krizhevski:22,kselectedrow:87,ksimonyan:9,kstate:77,kube_cluster_tl:30,kube_ctrl_start_job:30,kube_get_workers_addr:44,kube_list_containers_in_job_and_return_current_containers_rank:30,kubeconfig:127,kubectl:[126,128,129,130],kuberent:[35,127],kubernet:[30,35,44,45,82,125,129,131,132,142],kubernetes_service_host:30,kusecudnn:62,kusemkldnn:62,kvp:26,kwarg:[2,9,10,13,18,22,24,49,59,80,88,106],kwd:26,l1_rate:6,l1_regularization_op:84,l2_rate:6,l2_regularization_op:84,l2_sim:8,l2regular:96,l93:38,label:[2,7,8,13,14,15,22,29,45,49,54,57,58,59,73,78,81,90,96,103,106,120,128],label_dim:[8,106],label_fil:81,label_lay:81,label_path:81,labelselector:129,lag:134,lake:2,lambda:[22,44,48],lambdacost:8,lambdarank:8,lan:125,languag:[2,8,14,23,44,54,58,63,77,82,86,96,103],larg:[11,14,45,47,48,63,67,75,111],larger:[6,7,8,63],larger_than:[33,60,78],largest:22,last:[7,8,9,22,32,48,63,71,77,78,105,106],last_seq:[72,106],last_time_step_output:8,lastseen:128,latenc:[8,53,127],latent:8,later:[34,82,84,89,114,127],latest:[8,33,34,35,42,85,93,100,111,115,128,129,138],latter:[75,91,117],launch:[66,127],launcher:30,law:[2,96,103],layer1:[8,9,96,105],layer2:[8,96,105],layer3:8,layer:[4,6,7,9,11,13,16,20,28,29,32,33,38,44,45,47,54,57,58,60,73,75,78,81,82,84,88,89,91,96,98,103,104,105,108,109,112,120,123,124],layer_0:112,layer_att:97,layer_attr:[8,96,97,109,136],layer_help:62,layer_nam:96,layer_num:136,layer_s:123,layer_typ:[8,64,65],layerbas:112,layerconfig:112,layergradutil:112,layerhelp:[22,62,80],layermap:112,layeroutout:8,layeroutput:9,layers_test:93,layout:[15,66,90],layout_:[62,70],layouttyp:62,lazi:[75,84],lbl:7,ld_library_path:121,lead:[63,70],leaki:57,leakyrelu:22,learing_r:73,learn:[6,7,8,9,10,14,30,32,40,42,45,47,50,57,58,63,65,72,74,75,77,81,82,84,89,100,119],learnabl:[22,29],learning_r:[6,24,40,45,96,98,120],learning_rate_arg:98,learning_rate_decay_a:98,learning_rate_decay_b:98,learning_rate_schedul:98,leas:35,least:[7,35],leav:[33,127],lectur:63,lecun:14,left:[8,33],left_right_flip:15,left_scor:96,legal:88,len:[2,8,22,40,44,51,54,80,104,106,112,129],length:[8,9,13,14,15,22,23,40,53,64,67,71,72,82,91,128],leran:63,less:[8,22,30,48,142],less_than:[30,63],lesser:22,let02:128,let:[7,8,30,33,42,44,55,56,58,62,66,70,71,72,73,83,89,90,117,127],level:[6,8,20,22,53,56,59,67,71,72,77,89,91,92,108,123],lgtest:34,lgtest_main:34,lib64:[93,100,134],lib:[69,99,117,118,121,138,139,140],lib_path:93,libapi:34,libari:69,libc:102,libcuda:[93,100],libgcc_:102,libgflag:121,libglog:121,libgoogl:[117,118],libiomp5:65,libmkldnn:65,libmklml_intel:65,libnvidia:[93,100],libopenbla:121,libpaddl:[68,69,82,111,117,118],libpaddle_capi:69,libpaddle_capi_engin:121,libpaddle_capi_lay:121,libpaddle_capi_shar:121,libpaddle_capi_whol:121,libpaddle_gserv:69,libpaddle_math:69,libprotobuf:[98,121],librari:[8,22,34,41,45,65,66,69,74,90,134],library_:70,library_type_:90,librarydevicecontext:70,librarytyp:90,libstdc:102,libz:121,licens:[2,65,74,96,103],life:35,lifecycl:[77,142],lifetim:86,lightweight:56,like:[7,8,13,14,22,32,33,34,35,38,43,44,50,54,55,56,57,58,59,61,66,70,74,75,80,81,82,83,84,86,87,90,91,117,120,127,142],limit:[2,8,13,22,54,63,67,72,82,84,96,98,103,119],linaro:140,line:[2,7,13,22,26,34,38,43,52,58,75,78,80,82,84,96,98,106,111,117,127,136],line_break:13,line_count:98,linear:[8,22,23,72,96,98,103,104],lineno:[117,118],link1:53,link2:53,link:[8,9,34,51,52,86,108,127,142],linux:[13,51,102,110,127,138,140],linux_x86_64:[85,93,102],lipo:139,list:[1,2,7,8,9,13,15,18,22,24,26,29,30,32,33,34,39,43,44,50,52,54,57,70,73,76,77,80,83,86,91,96,117,118,127,136],listdir:125,listen:[35,44,45],listen_and_do:44,listenanddo:44,lite:121,littl:[40,62,67],live:120,live_in:63,live_out:63,load:[15,30,35,45,57,74,80,103,127,129],load_and_transform:15,load_data_arg:4,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[133,134,136],load_mnist:57,load_paramet:98,loadparamet:4,loadsave_parameters_in_pserv:[38,133,134],loc:[7,20],local:[6,22,29,31,33,35,41,42,58,63,71,78,80,82,99,117,129,133,134],local_scop:31,localhost:[100,115],localip:129,localpath:52,locat:[8,22,29,34,54,70,77,89,91],lock:[34,35,39,40],lod:[22,67,71,87,91,92],lod_desc:[87,92],lod_expand:72,lod_level:[22,80,87,92],lod_rank_table_obj:22,lod_tensor:[22,71,87,92],lod_tensor_aarri:22,lod_tensor_arrai:22,lodrankt:22,lodtensor:[22,23,61,67,82,92],lodtensorarrai:22,lodtensordesc:[67,87],log:[39,45,52,57,94,98,102,112,125,126,127,128,129,130,134],log_barrier_abstract:[133,134],log_barrier_lowest_nod:[133,134],log_barrier_show_log:[133,134],log_clip:[133,134],log_error_clip:[133,134],log_period:[128,129,134,136],log_period_serv:[133,134],logarithm:[5,22],logger:[2,96,106],logic:[42,45,47,48,57,61,73,74,76,86,91],logist:22,logit:[57,90],longer:[35,45,63],look:[2,7,22,33,43,44,54,55,58,75,80,83,84,120,127],lookahead:8,lookup:[22,61,72,120],lookup_t:63,loop:[31,33,54,63,77,81,86],loop_var:91,loss:[8,22,24,32,45,57,59,73,75,84],lot:[45,70,72,75,80,84,89,142],low:[8,20,73,74,89,91],low_rnn:71,lower:[8,22,53,71,72],lower_level_rnn:71,lpaddle_capi_engin:121,lpaddle_capi_lay:121,lpaddle_capi_shar:69,lpaddle_capi_whol:69,lrelu:57,lstm:[8,22,106,109,128],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,106],lstm_group_input:106,lstm_input:106,lstm_last:106,lstm_layer_attr:9,lstm_nest_group:106,lstm_output:106,lstm_step:9,lstm_unit_op:22,lstmemori:[9,97,106,109],lstmemory_group:[8,97,106],lstmemory_unit:97,lstmlayer:64,ltr:8,luckili:63,mac:[69,138],machin:[9,14,29,45,47,54,57,63,65,74,75,84,96,108,124,127,130,142],machine_transl:109,maco:[102,110],macro:[56,70,83],made:[35,40,54],mai:[2,8,9,22,31,33,45,49,53,55,62,63,66,74,77,81,82,86,90,96,103,127],main:[4,22,44,48,54,55,59,74,78,82,117,118,121,127],main_program:[18,22,32,49],mainli:[41,63,70,89],maintain:[8,33,39,75,80,82,127],majel:34,major:[45,53,90],make:[2,7,8,22,30,32,33,34,35,39,40,42,45,46,53,54,58,71,72,75,76,80,81,82,84,89,91,93,99,110,111,112,113,115,117,119,121,127,138,139,140,142],make_ddim:114,make_function_oper:56,make_vari:88,maker:[82,83],malloc:89,man:51,manag:[24,29,35,40,41,44,45,52,77,86,89,115],mandarin:8,mani:[9,15,32,34,39,44,54,57,62,63,72,76,77,80,82,83,86,87,88,90,91],manili:59,manipul:[54,80,83],manner:[8,75,84],mantain:63,manual:[45,73,75,83,98,142],manufactur:54,manylinux1:102,manylinux1_x86_64:[85,93,102],manylinux:85,map:[7,8,13,23,29,30,33,39,48,66,70,80,83,86,88,89,91,103,121,142],map_fn:91,map_read:13,mapper:13,mapreduc:30,margin:22,mark:[32,47,57,58,71,72,77,86,117,142],marker:77,market:53,mask:[6,8,22],master:[30,42,82,85,140],mastermind:34,mat:[68,69,123],mat_cache_row:38,mat_norm:38,mat_normal_shar:38,mat_param_attr:9,mat_sparse_row:38,mat_sparse_row_auto_grow:38,mat_sparse_row_id:38,mat_sparse_row_prefetch:38,mat_sparse_row_prefetch_full_s:38,mat_value_shar:38,match:[22,34,53,96],matchbox:142,math:[9,65,68,82,112,113,119],mathemat:84,matirx:8,matmul:[33,59,71,91,113],matric:22,matrix:[7,8,9,13,22,23,29,38,68,69,112,113,121,123,124],matrixptr:112,matrixtyp:69,mattyp:38,max:[6,8,13,14,22,23,31,46,48,63,80,98,105,119,136],max_diff:31,max_id:[8,29],max_job_id:14,max_length:[8,72,109],max_movie_id:14,max_relative_error:[31,113],max_seq_len:22,max_sort_s:8,max_user_id:14,max_x:22,maxframe_evalu:7,maxid:7,maxid_evalu:7,maxim:[8,48],maximum:[7,8,14,22,33,40],maxinum:11,maxoutfunctor:89,maxpool:8,mayb:[33,66],mchw:22,md5:[14,36],mean:[6,7,8,9,10,11,13,15,20,29,32,34,45,46,48,59,72,79,81,86,90,96,117,120,127,134,142],mean_var_nam:8,meant:91,measur:49,mechan:[8,9,23,32,41,49,66,80,83,127],mem:[8,33,43,72,106],mem_per_pserv:45,mem_per_train:45,member:[8,14,30,48,58,59,70,76,80,86],memcpi:[76,119],memor:8,memori:[9,32,33,38,39,43,53,55,65,66,67,70,72,75,77,82,90,109,114,119,120,128],memory_boot:9,memory_nam:[8,97],memory_optim:63,memory_test:110,memory_threshold_on_load_data:[133,134],memoryalloc:89,memorydesc:66,mention:[22,32,34,39,45,47,54,71,74,75,77],mere:9,merg:[8,18,22,40,42,46,49,65,71,74,76,111,124],merge_model:124,merge_v2_model:124,merge_v2_modelss:124,messag:[33,44,50,54,55,58,67,77,78,79,80,82,83,87,92,93,111,128],metadata:[51,127,128,129],metal:142,metaphor:58,metaplotlib:30,method:[2,8,10,20,24,29,31,33,42,44,45,46,48,53,57,58,59,62,73,74,80,81,82,86,87,90,91,117,118],methodolog:75,metric:[18,49,77],mfs:129,microarchitectur:53,might:[8,33,34,44,54,63,78,117,127],million:14,min:[6,8,22,46,48,80,119,127,136],min_block:33,min_count:47,min_desc:33,min_pool_s:[2,96],min_word_freq:14,mind:117,mini:[8,13,18,22,29,33,35,49,50,54,60,71,96],mini_batch:81,minibatch:[8,22,33,49,58,60,78],minim:[24,33,45,47,48,54,57,73,82,120],minimum:[8,22],minsizerel:[138,139,140],minu:83,minus_grad:83,minusgradop:83,minusop:83,minusopgradmak:83,minusopprotoandcheckermak:83,minut:[35,42,127],mip:138,mirror:34,mislead:40,mismatch:22,miss:57,mistak:54,mit:127,mix:[9,77,91,109],mixed_lay:[9,106],mixed_layer_attr:9,mixedlayertyp:8,mixtur:117,mkdir:[52,99,115,121,127,130],mkl:[66,82,89,90,93,99,121],mkl_packed_:64,mkldnn:[8,65,70,90],mkldnn_:65,mkldnn_batch_norm:8,mkldnnactiv:65,mkldnnbase:65,mkldnnlayer:65,mkldnnmatrix:65,mkldnnstream:65,mkldnntester:65,mklml:[65,93],mklml_lnx_2018:93,mklpack:64,mklpackedgatedrecurrentlay:64,mklpackedgemm:64,mklpackedlstmlay:64,mklpackedrecurrentlay:64,mlp:59,mlr:20,mnist:[2,4,37,45,57,58,78,81,82,117,118,124],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:81,mnist_train:[2,81],mnist_train_batch_read:81,mnist_v2:124,mnt:129,mobil:[53,54,63,82,115,137],mode:[8,26,29,53,64,74,111,129],model:[8,9,14,23,29,32,33,35,36,44,45,47,48,49,58,63,64,73,74,75,82,84,90,91,103,104,115,124,127,136],model_config:4,model_list:[134,136],model_path:136,modelparallel:45,modern:63,modifi:[8,45,53,59,84,111,127],modul:[2,9,14,29,45,56,57,72,91,98,113,117,118],modular:72,modulo:8,moment:[24,117],momentum:[6,22,24,86,96,103],momentumop:[117,118],mon:128,monitor:77,mono:8,month:34,more:[7,8,9,13,22,30,31,32,34,35,39,42,43,45,47,52,53,54,55,56,58,62,63,66,70,71,72,73,77,80,81,82,84,89,91,98,117,119,120,142],most:[8,13,22,29,30,32,34,42,45,55,58,59,70,72,75,77,81,84,89,117,120,142],mostli:[53,142],motiv:82,mount:[43,127],mountpath:[127,128,129],move:[8,35,39,52,54,75,127,142],movi:[2,14],movidiu:54,movie_categori:14,movie_id:129,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[74,130],mpirun:130,mse:[54,58,73,78],msra:20,much:[8,22,35,54,66,73,81,84,91],mul:[56,63,80,112,113],mul_grad:113,mul_op:[22,113],mul_ratio:8,mul_result:80,mulgradkernel:113,mulkernel:113,mulop:[56,113],mulopgrad:113,mulopmak:113,mult:[44,55],multi:[8,49,74,76,90,117,142],multi_binary_label_cross_entropi:8,multidimension:22,multigradientmachin:76,multinomi:8,multip:23,multipl:[7,8,9,13,18,22,23,29,30,31,39,40,42,44,45,47,49,54,55,56,62,74,77,82,90,92,103,117,127],multiple_input:80,multiple_param_attr:80,multipli:[7,8,22,44],multiprocess:13,must:[5,7,8,9,13,15,22,32,40,48,63,66,67,70,77,79,80,81,82,88,92,96,112,113,114,125,127],mutabl:[89,114],mutable_data:[66,89,113,114],mutuable_data:89,mxnet:[33,44,54],my_cluster_nam:127,my_cost:98,my_external_dns_nam:127,my_lib:125,myerrorclip:48,myfil:13,mypaddl:[128,129],naiv:44,name:[6,7,8,9,11,15,18,22,26,29,30,31,32,33,35,37,38,40,43,44,45,49,53,56,59,62,65,66,67,69,70,72,77,78,80,82,85,87,88,91,92,98,103,104,106,109,112,119,120,128,129,131,132,136,142],name_:77,name_prefix:37,namespac:[33,60,68,80,112,113,128,129],nativ:[8,53],natur:[22,39,42,47,72,91],ncall:[117,118],nccl1:74,nccl2:74,ncclinit:74,nchw8:90,nchw8c:90,nchw:[8,22,65,70],ndarrai:[15,29,37,96],ndcg:8,ndcg_num:8,ndk:138,nearest:53,nearli:31,necess:91,necessari:[8,32,33,40,42,48,49,63,67,72,76,80,88,91],necessarili:44,neck:74,need:[7,8,9,13,20,22,23,24,27,30,31,32,34,38,39,40,42,43,45,47,48,49,52,54,55,56,57,62,63,66,70,72,73,74,75,76,77,79,80,82,83,84,86,87,88,89,91,93,119,127,129,142],need_tran:98,neg:[2,7,8,22],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neglect:8,neighberhood:74,neither:8,neon:53,ner:7,nervana:54,nest:[8,13,32,33,77,78,92,123],net:[8,9,16,22,33,57,71,86,124],netop:[33,82],network:[4,6,7,8,13,20,23,27,28,29,30,31,32,33,35,38,45,47,49,57,59,63,64,65,71,73,75,77,80,81,84,86,88,89,90,92,97,103,104,106,123,124,129,136,142],network_config:136,networkadministr:127,neural:[8,9,13,20,29,30,32,33,35,45,59,63,64,65,71,75,84,86,89,90,92,104,106,108],neuralnetwork:76,never:[13,63,81,86,127,128,129],new_block_idx:80,new_dim:22,new_op_desc:48,new_scop:90,new_stat:71,newblock:80,newbuff:66,newest:40,newli:[53,142],newop:33,newopdesc:80,newprogram:80,newscop:90,newvardesc:80,next:[2,8,14,32,35,41,48,72,74,91,117,127],nextlay:65,nfs4:127,nfs:[127,129],nfsdir:129,nfsver:127,ngram:14,nic:[129,133,134],nil:39,nine:14,nlp:8,nltk:14,nms_threshold:8,nms_top_k:8,nmt_without_attent:96,nnz:[112,123],no_cach:2,no_grad_dict:32,no_grad_set:[24,31,32,113],no_gradi:32,no_sequ:[2,8,103],node0:129,node1ip:130,node2ip:130,node3ip:130,node:[8,34,42,44,45,47,59,63,72,74,82,127,128,129,130,142],node_0:[127,129],node_1:[127,129],node_2:[127,129],node_id:125,nodeattr:59,nodeentri:59,nodefil:126,nodesep:59,nohup:125,nois:[8,35,57],noisi:[8,57],non:[8,22,35,53,54,87,127],none:[2,4,6,7,8,9,10,11,15,18,20,22,23,24,29,30,31,32,33,48,49,57,59,60,71,72,73,78,80,88,91,109,120],noneedtran:66,nonlinear:20,nontranspos:22,nor:44,norm:[9,22,57,70],norm_by_tim:8,normal:[8,9,14,20,22,75,128,129],notat:[8,63],note:[6,8,9,11,15,18,22,23,29,30,32,33,38,39,43,63,67,70,74,81,82,89,90,114,127],notebook:[43,100],noteworthi:54,noth:[5,29,62,80,86,111],notic:[8,48,54,74,83],notimplementederror:48,notin:90,notingradi:113,notion:91,notori:31,now:[13,32,34,35,47,57,67,70,75,82,83,84,86,108,127],np_arrai:13,nproc:110,nullptr:[66,77,83,86,112],num:[8,9,125,129,134],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,22,59],num_col_dim:22,num_filt:[8,9,22,23],num_flatten_dim:22,num_gradient_serv:[125,133,134],num_hidden:59,num_neg_sampl:8,num_or_sect:22,num_parameter_serv:30,num_pass:[29,103,128,129,133,134,136],num_per_batch:15,num_pserv:45,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:87,num_samples_process:98,num_shard:37,num_step:91,num_train:45,number:[7,8,9,13,14,15,22,33,35,37,47,49,63,75,77,81,82,88,91,117,127],numchunktyp:7,numdevices_:136,numer:8,numeric_grad:31,numerical_grad:31,numlogicaldevices_:136,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,22,29,37,53,57,80,81,96,98,99,103,113],numreal:38,numsampl:119,numtagtyp:7,numtimeout:39,nv_:34,nv_gpu:110,nv_librari:34,nv_test:34,nvcc:[34,53,55],nvidia:[53,70,74,89,93,100,110],nvlink:74,nvprof:77,obei:7,obj:[2,98],object:[2,6,8,9,13,22,29,30,38,45,48,49,57,59,63,68,73,77,80,82,84,86,119],observ:8,obtain:[2,8,22,42,75,96,103],obvious:[34,70,117],occup:[63,129],occupi:[53,77],occur:[14,29,63],occurr:33,oct:128,odd:8,odoti:22,off:[69,99,110,111,115,121,125,138,139,140,142],offer:[33,82,88],offici:[8,34,127],offlin:[35,37,142],offset:[8,22,38,123],often:[8,38,59,63,70,117],ograd:112,old:[31,40,42,72,82],older:[22,54],omega:84,omit:[22,96],omp_num_thread:[117,118],ompi_comm_world_rank:125,on_init:2,onc:[8,35,39,44,45,47,49,54,58,75,127],one:[2,5,7,8,9,11,13,20,22,24,27,29,30,31,32,33,35,38,39,40,42,43,44,45,48,49,50,53,54,55,56,57,59,61,62,66,67,70,71,72,73,74,75,76,78,79,80,81,82,83,86,87,89,90,91,120,123,127,142],onehotcrossentropyopkernel:113,ones:[56,57,82],onli:[7,8,9,11,15,22,27,29,30,31,32,34,38,39,40,41,42,43,44,45,47,48,49,50,52,53,54,57,58,63,66,71,72,73,74,76,77,80,82,87,88,89,90,91,106,108,123,127,142],onlin:[8,10,35,37,63,81],only_cpu:31,onnx:54,onto:[22,45,47,127],op1:[63,90],op1_2_op2:90,op1_to_op2:90,op2:[63,90],op3:63,op_:113,op_check:113,op_class:[82,88],op_desc:[48,61,79],op_info:120,op_kei:66,op_maker_class:[82,88],op_proto:88,op_registri:120,op_siz:48,op_test:113,op_typ:[82,113],op_unique_kei:66,opattrcheck:113,opcreat:88,opdesc:[33,48,58,78,79,80,82,83,88,92],opdescbind:[61,83],opdescbuild:33,open:[2,8,15,22,30,37,54,57,65,81,96,98,103,106,117,127],openbla:[99,100,121],opencv:15,openmp:117,openmpi:[125,130],opensourc:74,oper:[8,9,13,15,20,22,24,27,31,33,44,45,46,47,49,50,53,54,55,57,58,59,61,62,71,72,73,74,77,79,84,86,89,90,92,113,114,120,127],operand:[22,53],operartor:114,operator_grad:31,operator_list:77,operatorbas:[33,56,82,83,88,113],operatorwithkernel:[90,113],opinfo:[61,82,83],opinfomak:61,opinfomap:83,opkernel:[113,114],opkernelkei:82,opkerneltyp:[70,90],opmak:88,opposit:22,opproto:113,opprotoandcheckermak:[83,113],opprotomak:[88,113],opregist:88,opregistri:88,ops:[24,31,32,33,34,44,55,58,59,75,78,79,80,82,89,113,142],ops_:33,ops_test:34,opt:[30,73,79,88,99,129],opt_op_list:73,optest:113,optim:[6,16,28,29,31,32,45,46,47,55,57,74,75,76,78,82,84,87,96,98,103,117,120],optimis:73,optimize_op_attr:80,optimzi:96,option:[7,8,18,22,26,30,34,45,57,62,67,78,79,80,82,87,88,92,117,138,142],optmization_op_list:73,opts_np:79,optyp:[61,88],opwithkernel:87,order:[8,9,13,15,22,29,32,58,67,77,81,84,91,117,118,127,129,142],ordereddict:29,orderli:22,oregon:127,org:[2,7,8,9,14,20,22,37,51,57,96,100,103],organ:[7,8],orient:88,origin:[8,9,13,14,22,31,53,57,86,91,111],other:[7,8,9,13,22,24,33,35,40,44,52,53,54,55,61,63,66,70,71,75,79,84,86,88,89,90,117,120,127,142],otherchunktyp:7,otherwis:[8,13,14,15,22,29,30,32,35,40,42,57,61,66,81],our:[22,30,32,34,45,47,57,61,63,70,74,75,86,91,117,127],out:[8,22,23,29,30,33,34,39,42,45,48,54,59,63,66,71,72,80,90,96,106,108,109,113,114,117,118,127],out_dir:[127,129],out_fals:22,out_left:8,out_mem:109,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,out_tru:22,outer:[8,106],outer_mem:106,outer_rnn_st:106,outer_rnn_state_:106,outer_step:106,outgrad_:65,outlier:8,outout_lay:29,outout_layer1:29,outout_layer2:29,output:[5,6,7,9,11,13,22,23,26,29,30,31,32,33,37,42,44,47,48,52,55,56,57,58,59,60,61,63,66,67,71,72,75,78,79,80,81,82,83,86,87,88,89,90,91,96,103,106,109,113,114,117,124,126,128,129,136],output_:[8,65],output_all_step:71,output_arg_nam:48,output_dim_idx:22,output_dtyp:22,output_fil:[26,124],output_id:8,output_lay:[29,96,103,104],output_max_index:11,output_mem:[8,109],output_mod:26,output_nam:31,output_num:71,output_path:37,output_s:22,output_seg:91,outputbuff:38,outputgradi:83,outputh:8,outputw:8,outsid:[2,8,9,45,86],outter:123,outter_pos_arrai:123,outter_seq_pos_arrai:123,outupt:91,outv:112,outval_:65,over:[8,9,22,29,30,54,63,74,75,91],overal:[57,75,77,142],overfit:84,overlap:[7,8],overlap_threshold:[7,8],overload:[53,62],overrid:[33,35,52,66,89,113,114],overview:[39,40,41,89],overwrit:52,own:[8,32,40,42,48,50,59,61,73,74,75,84,88,127],paam:15,pack:[91,98],packag:[13,14,39,43,44,56,65,85,93,117,118,127],pad:[9,22,66],pad_c:8,pad_h:8,pad_w:8,padding_attr:8,padding_h:22,padding_i:8,padding_w:22,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,24,26,27,29,30,33,34,35,37,43,45,52,55,56,57,60,64,65,66,67,68,69,71,72,76,78,82,84,85,88,89,91,96,98,99,100,102,103,104,109,110,111,112,113,115,117,118,119,120,121,123,124,125,126,127,128,129,130,136,138,142],paddle_arguments_get_sequence_start_po:123,paddle_arguments_set_id:123,paddle_arguments_set_sequence_start_po:123,paddle_arguments_set_valu:123,paddle_begin_init_param:40,paddle_capi:121,paddle_dir:113,paddle_doc:115,paddle_docs_cn:115,paddle_element_typ:40,paddle_element_type_float32:40,paddle_element_type_float64:40,paddle_element_type_int32:40,paddle_element_type_int64:40,paddle_element_type_uint32:40,paddle_element_type_uint64:40,paddle_enforc:[33,66],paddle_enforce_eq:[113,114],paddle_error:[68,69],paddle_exampl:43,paddle_finish_init_param:40,paddle_get_param:40,paddle_gradi:40,paddle_gradient_machine_create_shared_param:124,paddle_gradient_machine_forward:124,paddle_gradient_machine_load_parameter_from_disk:124,paddle_init:124,paddle_init_num_gradient_serv:125,paddle_init_param:40,paddle_init_port:125,paddle_init_ports_num:125,paddle_init_ports_num_for_spars:125,paddle_init_pserv:125,paddle_init_trainer_count:125,paddle_init_trainer_id:125,paddle_init_use_gpu:125,paddle_ivector:123,paddle_ivector_cr:123,paddle_job:43,paddle_manylinux_devel:99,paddle_matrix:[68,69,123,124],paddle_matrix_cr:[69,123],paddle_matrix_create_spars:123,paddle_matrix_get_row:123,paddle_matrix_get_shap:68,paddle_matrix_shap:68,paddle_matrix_sparse_copy_from:123,paddle_n:129,paddle_new_etcd_pserver_cli:40,paddle_new_pserver_cli:40,paddle_on_cloud:43,paddle_output:128,paddle_paramet:40,paddle_port:129,paddle_ports_num:129,paddle_ports_num_spars:129,paddle_process_by_paddl:129,paddle_pserver2:126,paddle_pserver_cli:40,paddle_pserver_client_releas:40,paddle_r:123,paddle_root:121,paddle_save_model:40,paddle_send_grad:40,paddle_server_num:129,paddle_train:[69,85,126,129],paddle_with_cuda:77,paddle_with_mkldnn:70,paddlepaddl:[2,8,9,13,14,15,29,34,35,37,40,41,42,43,44,45,51,52,56,57,58,60,62,67,71,72,73,76,77,80,81,82,86,91,92,96,99,100,102,103,104,109,110,111,116,117,118,119,123,124,125,126,128,129,131,132,138,140,142],paddlepaddle_gpu:102,paddlepaddlebook:100,page:127,pair:[7,23,24,26,32,33,45,58,73,77,82],pairwis:8,pakcag:34,paper:[8,20,22,57],para:38,paradigm:[44,50,82],paragraph:71,paragraph_data:71,paragraph_out:71,parallel:[44,45,47,74,77,82,90,119,127,128,129,136],parallel_for:44,parallel_nn:[6,133,134],paralleldo:46,parallelfor:44,param:[6,8,9,13,22,24,31,33,40,76,80,89,96,98,114],param_attr:[8,9,22,23,38,80,96,98,109],param_config_proto:40,param_fil:[98,124],param_initi:22,paramattr:[6,8,16,22,96,98,109],paramet:[7,9,10,11,13,18,21,22,24,28,31,32,33,34,36,38,42,44,45,46,48,50,52,54,55,57,58,59,61,67,71,73,74,78,81,86,88,91,96,98,103,104,120,123,125,126,129,134],parameter_block_s:[133,134],parameter_block_size_for_spars:[133,134],parameter_learning_r:6,parameter_list:[24,32,73],parameter_nam:[29,30],parameter_serv:30,parameter_valu:38,parameterattribut:[6,8,9,38],parameterclient2:129,parameterclient_:38,parametermap:112,parametermutex_:38,parameters_:112,parameters_and_grad:[24,73],parameterserver2:38,parameterset:30,parameterupdat:76,parameterupdater_:38,parametr:8,params_grad:73,params_pass_4:124,params_pass_90:103,params_pass_:103,paramt:127,paraspars:112,parent:[33,44,78,80,82],parent_:[33,86],parent_idx:80,parenthes:82,pars:[13,14,34,45,59,110,127],parse_config:4,parse_known_arg:129,parsefromstr:98,parser:[13,129],part:[7,8,22,23,32,33,42,45,54,66,67,78,80,89,117,142],partial:[8,29],partial_sum:8,particular:[58,67,82,90],particularli:20,partit:[35,37,45,47,82,127],paserv:129,pass:[2,8,18,22,27,29,32,33,35,48,49,54,57,63,67,73,75,76,79,80,81,82,84,86,91,96,103,111,119,127,128,129,134,136],pass_gener:8,pass_id:[29,45,96,103],pass_idx:81,pass_manu:98,passtyp:112,past:[30,127],patch:51,path:[7,13,14,15,29,35,39,40,43,63,72,81,121,127,128,129,134,138,139,140],path_to_paddlepaddle_working_directori:115,pattern:[14,35,68,75,84,127],paus:[35,42],pcie:74,pd_api:123,pdf:[9,22],peephol:22,peer:[74,94],pem:[30,37,127],pend:[35,39],pep425tag:[93,102],per:[7,8,14,15,22,35,40,74,75,81,84],percal:[117,118],perf_test:[117,118],perform:[8,9,20,22,31,40,45,49,53,54,57,63,74,76,77,81,82,84,89,90,118,119,133],perftool:[77,117,118],period:[35,42,134],permiss:[2,96,103,127],permut:22,peroid:[8,15],persist:[22,50,87,92,127],persistentvolum:127,persistentvolumeclaim:[127,129],person:[7,30,62],perspect:82,perturb:31,pex:142,pfs:[37,52],pfsclient:37,pfspath:52,pgp:127,phase:[66,72,74,75,81,83,142],philosophi:[75,84],photo:57,physic:142,pick:[22,127],pickl:[125,130],pictur:74,piec:[9,44,77],pil:15,pillow:43,pip:[85,93,99,102,104,111,115,117,118],pipe:13,pipelin:49,piperead:13,pivot:66,pixel:[2,8,13,14,45],pixels_float:2,pixels_str:2,place:[2,22,32,33,35,42,45,47,50,62,66,74,82,90,114,120],place_:[62,70,89,90],placehold:[57,89,114],placement:47,plain:[7,8,13,43,67,69,70],plan:[35,44,66,82],platform:[33,55,66,70,77,89,90,102,113,114,120,127,138,139],pleas:[6,8,9,10,15,22,30,35,39,40,41,44,55,59,70,71,80,81,82,89,92,93,115,117,127,129],plot:30,plu:[8,31],plug:[74,75],pnpairvalid:133,pod:[37,43,44,127,128,129],pod_nam:127,podip:129,podlist:129,point:[22,33,35,43,53,63,66,74,89,114,117,119,123,142],pointer:[33,40,59,63,70,80,82,86,89,114,123],polar:14,poli:98,polici:[22,127],pollut:42,polyak:75,ponit:59,pool3:112,pool:[9,22,28,46,63],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:[9,22],pool_siz:[2,8,9,22,23],pool_size_i:8,pool_strid:[9,22,23],pool_typ:[8,9,22,23],pooled_height:8,pooled_width:8,pooling_lay:[9,96],pooling_typ:[8,96,105],poolingtyp:11,pop:[33,50],popul:40,popular:[34,57,59,77],port:[34,44,117,125,127,128,129,133,134],port_num:133,portabl:59,portal:115,ports_num:[125,129,134],ports_num_for_spars:[38,125,129,133,134,136],pose:35,posit:[2,7,8,9,22,123],positive_label:7,possibl:[30,33,39,47,63,80,84,92],post:[43,51],postpon:84,potenti:[53,119],pow:98,power:[53,63,74,142],ppo_workspac:115,pprof:[117,118],pre:[8,9,14,30,40,62,63,127],pre_activ:80,pre_bia:80,pre_stat:[71,91],preambl:80,precis:[7,49,53,75],precision_evalu:7,precompil:50,pred:[59,63],predecessor:63,predetermin:8,predic:14,predict:[2,4,7,8,22,29,45,84,96,104,124],predict_fil:[133,134],predict_lay:29,predict_output_dir:[133,134],predict_sampl:4,prediction1:29,prediction2:29,prefer:[54,62],prefetch:[38,112],prefix:[7,9,35,37,72,127],pregrad:112,prepand:80,prepar:[31,43,76,125,130,131],prepend:[22,80],prepend_oper:80,preprocess:[14,15,91],present:[30,32,33,77,91,111],preserv:52,press:20,prev_batch_st:[133,134],prev_cel:22,prev_cell_data:22,prev_hidden:22,prev_hidden_data:22,prevent:[10,30,35,39,42,48,84,117],preview:82,previou:[8,9,22,29,32,35,47,52,71,72,117,127],previous:8,previous_memori:33,price:[14,82,104],prim:66,primari:[54,58],primarili:[75,84],primit:[53,65,66,74,91],primitive_desc:66,primitivedesc:66,principl:[30,34,70],print:[4,6,29,30,45,54,59,80,93,102,103,104,117,130],print_graphviz:59,printallstatu:119,printer:7,printstatu:119,priorbox:8,prioriti:82,prite:7,privat:[33,69,77,80,86,87,88,89,91,111,114],privileg:127,pro:74,prob:[7,29,104],probabilist:8,probabl:[7,8,22,29,72],problem:[8,30,31,34,42,54,57,58,75,82,84],proc:100,proce:[13,35,81,127],procedur:[33,67],proceed:20,process2:106,process:[2,6,8,9,13,22,30,32,33,37,38,39,42,44,45,49,50,54,55,59,63,65,67,74,84,88,90,96,98,106,117,127,129],process_num:13,processor:[53,119],prod:111,produc:[8,9,13,22,35,54,59,81],product:[8,9,22,23,43,54,103,127],productgraph:128,prof:[117,118],profil:[16,52,77,118,119],profilerst:77,profl:118,proflier:[77,119],prog:129,program:[13,18,20,22,26,30,32,37,40,42,45,47,50,58,60,63,73,74,77,81,82,86,92,117,119,129],programdesc:[44,45,50,54,63,67,79,80,83,92],programm:[45,54,80],progress:[35,39],proj:8,project:[8,9,43,69],promis:[8,9,72],prompt:[52,54],prone:30,prop_kind:66,propag:[8,10,32,54,75],proper:62,properli:62,properti:[59,84],propos:[33,46,47,72,73,74,75,91],proprietari:65,protect:[53,88,112,113],proto:[11,62,67,70,78,82,88,92,113],proto_:88,protobuf:[29,33,43,44,45,50,54,55,58,59,63,67,78,80,82,83,88,98,121,124],protocol:[7,120,142],protomak:113,provi:125,provid:[8,14,22,30,33,40,43,44,49,50,53,54,57,59,61,62,70,74,75,77,80,84,88,89,91,96,104,106,117,127,133,142],provis:[127,142],prune:[8,33],ps_desir:35,pserver:[29,38,40,41,43,82,125,126,127,129,133,134],pserver_addr:40,pserver_cpu:43,pserver_id:36,pserver_mem:43,pserver_num_thread:[38,133,134],pserver_spec:29,pseudo:[30,32,43,83,91],pseudocod:91,psize:112,ptr:[69,89],pub:130,pull:[34,82,85,100,138],purpos:[8,35,45,47,62,119],push:[33,50,54,77,85,129],push_back:112,put:[34,35,38,47,63,66,80,89],pvc:127,pwd:[99,100,110,111,115,138],pxe:142,py_paddl:[4,93],pybind:[33,53],pydataprovid:96,pydataprovider2:[2,4,129],pyramid:8,pyramid_height:8,python2:[117,118],python:[22,29,30,33,41,49,50,54,56,57,58,59,62,68,72,76,77,82,85,89,91,93,96,99,102,104,109,110,111,112,113,115,118,120,124,125,130],pythonpath:93,pytorch:[54,77],qualcomm:53,queri:[7,8,23,127],query_id:7,question:[8,30,44,47,88,127],queue:47,quick:59,quick_start:[43,127,128,129,131],quick_start_data:128,quickli:[72,80,82],quickstart:128,quit:72,r14b:138,r_h_val:22,r_t:8,rais:[13,22,48,59,125],rajathkmp:57,ran:[47,119],rand:[57,98,119,123,134,136],rand_max:123,random:[6,8,13,20,37,57,70,76,80,81,98,113],random_crop:15,random_imag:37,randomli:[15,42,123],rang:[8,13,20,22,37,44,45,53,57,63,77,81,88,129],rank0:74,rank1:74,rank:[8,22,30,91,127],rank_tabl:22,rankdir:59,ranktabl:22,rapid:83,rare:2,raspberri:141,raspberrypi:140,raspbian:140,rasspberri:140,rate:[6,7,8,9,10,14,40,96,129],rather:[32,43,57,91,127],ratio:[8,134],raw:[8,22,67],rdma_tcp:[133,134],reach:[35,63,74],read:[2,13,15,22,29,30,32,35,37,44,45,47,54,55,81,82,91,98,127,142],read_from_arrai:63,read_from_realistic_imag:30,read_from_rng:30,read_lock:36,read_minibatch:54,read_mnist_imag:30,read_next_from_fil:96,read_paramet:98,read_ranking_model_data:30,readabl:[77,82,117],reader:[14,29,37,45,53,57,58,78,103,117,118,125],reader_cr:37,reader_creator_bool:81,reader_creator_random_imag:[13,81],reader_creator_random_image_and_label:[13,81],readi:[35,127,128,142],readlockguard:38,readm:[69,111],readwritebuffer_:38,readwritemani:127,real:[8,22,38,57,81],real_process:2,realist:30,realiz:[33,71],realli:[54,84],rearrang:22,reason:[9,30,31,35,54,128],recal:7,receiv:[35,43,45,47,71],recent:[63,75],recognit:8,recommend:[9,22,30,129],record:[13,39,66,77,88,127],recordev:77,recordio:[13,14,30,37,39],recov:[35,91],recover:82,recoveri:39,rectifi:[8,20],recurr:[64,71,86,106,107],recurrent_group:[9,96,97,106,108,109],recurrent_lay:9,recurrent_op:91,recurrentgradientmachin:[69,72,91],recurrentgroup:7,recurrentlay:64,recurs:[32,33,34,52,63,82],recv:[44,45,47,74,127],recvparametertyp:38,red:[57,117],redirect:13,reduc:[8,22,47,53,74,82,117,118],reduce_by_kei:82,reduce_mean:57,refactor:[45,47,58,72,75,76,80,84,91],refer:[6,8,9,10,15,20,22,23,26,31,33,35,39,40,41,44,53,59,66,70,71,74,78,80,82,84,86,89,91,92],referenc:39,refine_unknown_arg:129,reflect:39,reg:88,regard:142,region:[8,86],regist:[63,70,83,89,90],register_gpu_profil:119,register_lay:112,register_op:[56,82,83,88,113],register_op_cpu_kernel:[89,113],register_op_cuda_kernel:[89,113],register_op_without_gradi:[82,113],register_oper:[61,83],register_tim:38,register_timer_info:119,registerop:88,registr:120,registri:[43,61,89,128,142],regress:8,regular:[6,16,24,32,96,127],regularization_coeff:27,reiniti:66,rel:[9,31,42,84],relat:[35,42,43,53,70,77,86,90,117,142],relationship:[83,89],releas:[85,93,121,127,138,139,140],reli:[31,44,72,73,75,84,117],reliabl:[35,84],relu1:59,relu2:59,relu:[8,57,59,63],relwithdebinfo:[117,118],remain:91,remaind:22,rememb:8,remind:89,remot:[6,34,38,45,82,111,127,134,136],remoteparameterupdat:[38,41],remov:[13,22,32,45,52,54,72,111],ren:20,renam:[32,52,53],reorder:66,reorder_primit:66,reorgan:8,repeat:[22,33,58,78,79,87,88,92,117],repeatedli:[58,63],replac:[34,39,61,75,83],replic:45,replicaset:43,repo:[34,140],report:[39,53,54,77],reportdataset:39,repositori:[8,115,138],reprenset:22,repres:[8,9,22,23,32,33,39,44,45,47,48,54,59,67,70,72,75,80,82,84,87,89,91,92,127],represent:[8,22,40,45,55,57,58,63,70,72,87],request:[34,35,38,42,44,82,85,127,128,142],requir:[2,7,8,24,30,32,35,40,42,43,45,47,48,52,53,59,63,65,71,75,77,78,79,82,84,87,88,92,96,103,115,127,142],requisit:63,research:[14,45,54],reserv:[2,22,52,96,103],reserveoutput:112,reset:[8,18,22,35,49,94],reset_program:[18,49],resetingrad:65,resetinvalu:65,resetoutgrad:65,resetoutvalu:65,resetxxx:65,reshap:[31,81,98],reshape_s:8,resid:22,resiz:[15,38,89,113,114],resize_s:15,resize_short:15,resolv:[34,111,128],resourc:[45,50,74,77,89,127],respect:[22,31,48,53,57,71],respons:[8,38,45,49,57,74,75,76,84,127,128],rest:[22,33,43,51,55,90,142],restart:[35,40,127,128,142],restartpolici:[127,128,129],restor:[31,75],restrict:[84,86,117,118],result:[2,5,7,8,21,22,26,29,31,32,39,49,57,58,59,63,67,72,73,74,76,103,117,119,120,127],result_fil:7,resum:42,retran:127,retriev:[33,72,86,117],return_op_list:24,return_seq:9,reuqest:85,reus:[33,42,72,81,82],rev:110,revamp:45,reveal:[30,117],revers:[8,9,22,32,108,109],review:[14,44,111,128],reviews_electronics_5:128,rewrit:34,rgb:[8,15],rho:10,rid:54,right:[2,8,31,32,33,34,43,49,63,82,84,96,103],right_scor:96,ring:74,risk:32,rkt:[43,110],rmsprop:[75,96],rmspropoptim:75,rnn:[8,9,33,54,57,72,80,82,86,108,109,133],rnn_bias_attr:109,rnn_layer_attr:109,rnn_out:109,rnn_output:91,rnn_state:106,rnn_state_:106,rnn_step:8,rnn_use_batch:[64,133,134],rnnalgorithm:72,rnnlm:14,rnnstep:91,roadmap:91,robust:[8,20],rocmplac:70,roi:8,role:[14,30,39,40,45,74,127],rollback:80,root:[10,11,32,74,127,128,129],rot:8,round:[53,74],routin:[53,65,74],row:[7,8,13,22,38,123],row_id:8,row_offset:123,rowoffset:123,rows_:87,rpc:39,rpcserver:39,rpi:140,rpi_arm_neon:140,rpi_toolchain:140,rsize:127,rstrip:129,rtk:142,rtype:13,rule:[7,22,32,45,48,54,58,127],run:[30,31,32,33,34,35,43,44,45,46,47,49,53,54,55,56,57,58,59,63,66,70,71,73,74,75,77,78,79,80,82,85,86,87,89,90,93,99,100,110,111,114,115,117,118,119,125,126,127,128,129,131,132,138,142],run_test:99,runinitfunct:[119,129],runnabl:47,running_on_cloud:43,runserv:115,runtim:[2,26,33,44,45,61,71,82,92,93],runtime_table_:33,s_block:32,safe:43,sai:[8,55,58,60,63,81],said:54,same:[2,7,8,9,20,22,29,30,31,39,40,42,44,45,56,57,59,62,63,71,72,74,80,82,83,86,90,91,106,114,127],samping_id:8,sampl:[2,7,13,14,22,49,57,80,88,123],sample_id:7,sample_num:7,sampler:57,satifi:[7,63],satisfi:[34,66,87,127],save:[2,8,13,29,35,37,39,40,43,44,45,58,59,63,67,75,87,92,127,128],save_dir:[128,129,134,136],save_only_on:[133,134],save_parameter_to_tar:[29,103],savetxt:98,saving_period:[129,133,134],saving_period_by_batch:[133,134,136],saw:2,scalabl:82,scalar:[8,22,32,33,60,91],scale:[5,20,45,47,75,83,88,113],scaleop:113,scaleopmak:[82,113],scalingproject:8,scan:[32,39,63,82],scatter:[8,32,74],scenario:72,schdule:127,schedul:[39,43,47,127],scheduler_factor:6,scheme:[7,10,38,84],scienc:63,scope:[31,44,46,50,55,90,120],score:[7,8,22,23,72,96],score_diff:96,scp:130,script:[14,74,99,115,126,127,130,138],sdk:139,search:[8,35,86,109],second:[8,22,30,44,52,54,57,59,71,72,78,79,81,86,88,113],secret:127,section:[32,47,54,80,117,127],see:[2,8,9,22,30,32,35,44,47,53,54,80,96,98,103,117,127],seed:[20,22,98,119,134],seem:[34,53,54],seen:[23,84],segment:[7,22,71,91],sel_fc:8,selcet:8,select:[8,22,72,127],selected_generation_scor:72,selected_id:[8,72],selected_indic:8,selected_row:[87,92],selected_rows_desc:[87,92],selected_scor:72,selectedrow:[61,92],selectiv:8,selector:128,self:[31,48,49,57,59,63,64,65,67,73,80,91,112,113],self_addr:44,selfnorm:8,semant:[14,30,72,85],semat:30,send:[35,40,44,45,47,62,74,82,88,127],send_back_parameter_typ:38,sendbackparameterspars:38,sendbackparametertyp:38,sendparameterrequest:38,sendparameterrespons:38,sens:[75,84,117],sensit:8,sent:[30,40,44,45,82,88,92,128],sentanc:96,sentenc:[2,8,14,54,71,72,91,106,109],sentence_input:91,sentence_last_state1:106,sentence_last_state2:106,sentiment:2,sentimental_provid:2,sentimental_train:2,separ:[7,22,26,40,45,56,75,83,84],seper:91,seq:[8,14,106],seq_len:91,seq_po:123,seq_pool:[8,105],seq_pos_arrai:123,seq_silc:8,seq_text_print:7,seq_typ:13,seqlastin:106,seqtext_evalu:7,seqtoseq:[8,98],seqtoseq_net:8,sequel:2,sequenc:[2,5,7,8,9,11,13,14,22,23,32,33,44,50,54,58,64,73,78,91,96,103,106,108,123],sequence_group:8,sequence_layer_group:106,sequence_nest_group:8,sequence_nest_layer_group:106,sequence_start_posit:123,sequencegen:106,sequencesoftmaxop:22,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,103],sequenti:[8,33,44],seri:[9,106],serial:[29,33,39,67,76,82],serializ:[82,92],serv:[45,53,82,91,127],server:[30,34,38,41,42,45,55,74,82,94,99,125,126,129,134,142],serverless:35,servic:[117,142],sess:[57,59,73],session:[59,73,79],set:[2,6,7,8,9,13,14,15,22,23,26,29,30,32,35,43,57,61,63,66,70,71,72,77,79,80,82,83,86,89,91,96,98,103,106,110,113,114,115,117,119,123,127,128],set_active_typ:112,set_attr:48,set_default_parameter_nam:6,set_drop_r:112,set_float_el:31,set_input:[8,48],set_output:48,set_siz:112,set_typ:[48,112],setdatatyp:87,setdefault:113,setp:127,setq:110,settotalbyteslimit:98,setup:[45,75,85,112,113,142],sever:[7,8,31,38,45,47,57,71,72,74,76,77,80,87,89,91,127],sexstant:142,sgd:[24,29,30,35,43,47,75,76,87,103,120,125,133],sgd_optim:120,shall:[32,34],shaoq:20,shape:[7,8,13,18,22,23,29,31,32,33,45,57,60,70,71,78,80,82,87,89,103,120],shard:[35,36,37,38,39,40,42,45,47,125,127],share:[8,22,34,57,69,76,80,82,84,89,91],shared_bia:9,shared_bias:8,shared_librari:34,shared_ptr:[66,68,69,86,89,114],shell:127,shift:[8,22],shorten:8,shorter:15,should:[6,7,8,13,15,18,20,22,24,26,27,29,30,31,32,33,40,43,45,48,49,53,55,56,57,61,62,66,70,71,72,73,75,76,77,78,81,82,83,84,87,88,90,91,92,108,113,115,127],should_be_fals:30,should_be_tru:30,should_shuffl:[2,106],show:[7,10,32,33,35,52,54,60,63,67,71,74,75,78,91,110,127],show_check_sparse_distribution_log:[133,134],show_layer_stat:[133,134],show_parameter_stats_period:[128,133,134,136],shown:[8,30,45,49,74,77,127],shrink_rnn_memori:22,shrunk:48,shuf:96,shuffl:[13,45,96],sid:127,side:[8,29,45,49,63,76],sig:127,sigint:126,sigmod:88,sigmod_op:88,sigmod_output:88,sigmoid:[8,23,33,88,91],sigmoidactiv:[9,106],sign:[51,67,127],signatur:127,similar:[8,22,33,44,45,47,50,54,72,75,77,81,82,84,89,90,91,117,127,142],similarli:[8,13,54,63],simpl:[5,7,8,9,13,14,22,24,29,44,47,53,55,58,59,63,71,75,78,84,86,88,91,129],simple_attent:109,simple_gru:109,simple_lstm:[8,97],simple_rnn:[8,109],simple_transform:15,simpler:76,simplest:127,simpli:[8,15,30,40,45],simplifi:[30,72,80,88],simul:[54,139],simultan:127,sinc:[8,9,35,39,41,42,45,46,54,61,63,66,70,75,80,81,83,84,91,127,142],singl:[7,9,13,22,32,35,45,47,49,53,62,74,82,86,117],singleton:[44,46],sinlg:29,sit:45,site:[34,117,118,127],situat:[32,79,90],size:[2,7,8,9,13,14,15,22,23,29,35,37,38,40,45,53,57,63,67,72,75,80,81,87,88,89,91,96,98,103,104,106,109,112,113,114,120,123],size_a:8,size_b:8,size_in_byt:66,size_t:[38,89,91,112],sizeof:[33,123],skip:[32,81,98,111,127],sleep:129,slice:[22,44],sliceproject:8,slide:[8,10,14,35],slight:54,slightli:57,slope:[8,22],slopeinterceptlay:8,slowli:117,small:[8,14,22,31,44,55,57,65,72],small_messag:[133,134],smaller:[22,31,35,53,72],smart:86,smooth:8,snap:128,snapdragon:53,snapshot:[36,42,127],snippet:[56,73,127],sock:43,sock_recv_buf_s:[133,134],sock_send_buf_s:[133,134],socket:129,soft:22,soft_label:22,softmax:[8,9,22,30,33,45,47,54,59,60,72,78,96,109,112],softmax_param:98,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:106,softmaxoutput:59,softrelu:22,softwar:[2,53,77,96,103,142],solid:57,solut:[74,142],solv:[30,32,63,82],some:[6,8,13,15,29,30,32,33,34,38,39,40,42,43,45,47,48,53,55,56,57,58,62,63,66,70,71,72,73,78,79,80,81,82,83,86,89,90,91,127,142],some_c_api_funct:69,some_inst:69,some_op:[61,71,91],some_python_class:68,somecppclass:68,somedata:29,somegotyp:68,someth:[32,38,80,117],sometim:[8,77,81],somewhat:40,somewher:86,soon:35,sort:[8,14,22,91,117,127,129],sort_by_length:91,sourc:[8,14,31,34,52,54,57,65,67,69,72,81,82,117,127],source_dict_dim:[72,109],source_dict_s:72,source_language_word:[72,109],space:[7,8,47,53,80,84],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,span:77,spars:[6,8,10,13,22,38,96,112,123,125,127,129,134,136],sparse_binary_vector:[2,13,96,103,123],sparse_binary_vector_sequ:[13,123],sparse_binary_vector_sub_sequ:123,sparse_float_vector:[2,13,103],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:38,sparse_upd:[6,38,96],sparse_value_slot:13,sparse_vector:[96,123],sparse_vector_sequ:123,sparse_vector_sub_sequ:123,sparseparam:112,sparseprefetchrowcpumatrix:112,spatial:8,spatial_scal:8,spec:[127,128,129],special:[8,22,32,40,45,53,55,61,70,72,73],specialvartypeinfer:61,specif:[2,22,23,29,32,34,35,45,48,52,55,72,82,86,89,96,103],specifi:[7,8,18,22,30,31,38,39,40,43,44,45,46,48,49,50,52,57,67,77,80,86,88,91,115,117,127],speech:8,speed:[8,9,53,67,74,75,142],speedup:77,sphinx:[68,115],split:[2,8,13,23,42,44,46,54,60,72,82,91,106,125,127],split_count:[125,127,129],spread:32,sqrt:20,sqrt_x:22,squar:[8,10,11,59],square_error_cost:[103,120],squash:111,srand:[123,134],src:[34,66,93,125,126,129],src_backward:109,src_dict:98,src_dict_path:98,src_embed:[72,109],src_forward:109,src_primitive_desc:66,src_root:4,src_word_id:[72,109],src_word_vec:72,sreializ:92,srl:14,ssd:8,ssh:[127,130],ssh_server:126,sstabl:30,stabil:[8,31,63],stabl:[85,127],stack:[22,50,82,91,127],stackexchang:8,stage:[34,41,46,57,63,66,92,111],stale:35,stamp:93,standalon:138,standard:[6,13,20,22,54,82,84,117],stanford:[14,31,128],star:34,start:[8,9,22,29,32,34,35,38,39,40,42,43,45,46,72,74,76,77,93,111,117,123,128,129,134],start_mpi_train:130,start_op_idx:32,start_paddl:129,start_pass:[133,134],start_po:8,start_pserv:[133,134],startpaddl:129,startup:[22,35,43,54,127],startup_program:[18,22,24],stat:[119,134],state:[8,9,18,22,24,33,35,49,50,71,72,77,86,91,97,108,128],state_act:[8,9,106],statem:63,statement:[54,58,63,127],statfulset:129,static_cast:[66,114],staticinput:[8,108,109],statist:[8,18,20,49,77],statset:119,statu:[43,72,111,119,127,128,129],status:128,std:[29,34,38,59,61,62,66,68,69,77,79,82,83,86,88,89,112,113,114,134],stdbuf:125,stderr:126,stdout:[13,126],step1:22,step:[8,9,11,22,24,31,33,35,40,45,47,49,54,57,58,64,72,75,76,80,82,88,91,106,108,109,117,127,142],step_gradi:32,step_id:91,step_input:91,step_net:33,step_output:91,step_scop:82,stepnet:[33,71,82,86],stepout:106,still:[32,39,42,45,54,63,83],stirng:80,stmt1482205552000:127,stmt1482205746000:127,stochast:[10,35,39,42,75],stop:[8,80],stop_gradi:[22,80],storag:[51,53,127],store:[7,8,14,22,29,31,33,34,38,50,59,61,67,70,72,76,78,80,82,83,84,86,91,127],str:[15,18,22,29,32,43,91,129,136],straight:[78,81,87],straightforward:66,strategi:[11,35,80,134],stream:[13,45,66,77,89],stream_:89,streamid:26,street:8,strict:81,stride:[8,9,22,66,70],stride_h:22,stride_i:8,stride_w:22,stride_x:8,string:[2,7,8,13,15,22,26,29,32,33,39,52,59,62,67,77,78,79,80,82,83,86,87,88,92,112,113,127,134],strip:[98,106,117],struct:[39,40,51,53,61,62,69,70,77,83,88,90,98],structur:[32,33,39,54,57,67,72,78,80,82,87,127],sts:127,stuff:111,stun:2,style:[8,82,88],sub:[7,8,13,22,30,32,42,44,47,57,63,71,74,76,80],sub_block:32,sub_nest_seq:8,sub_sequ:[2,8,103],subclass:[24,80],subcommand:52,subgradi:10,subgraph:[47,57],submiss:45,submit:[66,82,127],subnet0:127,subnet:[30,127],subobjectpath:128,subscript:22,subseq:[105,108],subsequ:[8,74],subsequenceinput:[8,106],subset:22,succ:63,succeed:[39,128],success:[8,40,127,128],successfulcr:128,sucess:63,sucessor:63,sudo:[110,127],suffer:31,suffix:[18,43,125],suggest:[8,34],suit:142,suitabl:87,sum:[8,10,23,32,33,36,46,61,80],sum_op:32,sum_x:22,sume:22,summar:[57,77],summari:77,summat:22,sumopgradmak:83,sumpool:96,sun:20,supercomput:63,suppli:[22,87],support:[6,7,8,10,11,13,15,22,23,31,33,35,42,43,44,45,47,54,56,57,63,66,67,70,72,75,76,77,79,81,82,83,84,87,90,102,106,127,142],support_inplac:63,suppos:[9,22,23,34,44,56,87,123],suppress:[8,52],sure:[22,117,127],surpass:[8,20],sutibal:89,svs:88,swagger:51,swig:[41,68,69,99],swig_paddl:4,switch_ord:97,switchop:33,sychron:74,symbol:[8,33,59,69],symbols_ready_:33,symbolt:[33,82],symlink:111,sync:[35,75,84],sync_with_cpp:[117,118],syncflag:112,synchron:[35,39,66,74,77,127],syntax:[44,50,54,72,81],sysroot:138,system:[33,34,35,40,42,45,47,51,56,57,63,65,96,117],t_max:22,t_min:22,tabl:[7,8,22,33,44,54,61,67,87,92],tablelookup:87,tablelookupgrad:87,tablelookupop:87,tableproject:8,tag:[7,14,85,93,100,111,125],tagtyp:7,tail:72,tainer_id:129,take:[2,7,8,9,13,22,29,30,32,33,34,35,42,44,45,48,50,53,55,57,58,60,61,63,66,70,75,78,79,80,81,82,83,89,90,91,117,127],taken:[8,48,59,63,70,91],talk:[40,55],tangl:117,tanh:[8,9,57,72,109,112],tanhactiv:[9,106],tanhshrink:22,tar:[15,29,93,103,124,127],tarbal:127,target:[8,14,22,24,29,32,33,34,48,50,57,59,73,79,82],target_block:[32,48],target_dict_dim:109,target_dict_s:72,target_dictionary_dim:8,target_language_embed:8,target_language_word:109,target_link_librari:34,target_word:72,targetinlink:[8,106],task:[7,8,45,67,72,77,88,124],task_queu:39,taskentri:39,taskqueu:39,tbd:[41,66,106],tcp:[127,134],tear:119,technic:[32,35],techniqu:[63,117],technolog:54,tee:128,tell:[35,39,40,72,88],templat:[56,66,88,89,113,114,128,129,142],tempor:[8,22],temporari:[18,32,43,50,63,75,80],tempori:63,tensor:[22,23,31,34,44,46,47,53,54,55,57,59,61,62,66,67,70,71,72,87,91,92,113,120],tensor_arrai:44,tensor_array_read:91,tensor_array_s:91,tensor_array_stack:91,tensor_array_unstack:91,tensor_array_writ:91,tensor_data:67,tensor_in:90,tensor_s:31,tensor_test:34,tensor_to_check:31,tensorarrai:46,tensorarraydesc:91,tensordesc:[67,87],tensorflow:[33,44,45,47,54,57,60,84,91],term:[8,9,22,35,83,84],termin:128,terminolog:63,tessorarrai:91,test100:14,test10:14,test1:37,test:[1,2,8,13,14,15,29,30,31,34,59,69,75,81,85,104,111,112,113,114,119,120,123,125,130,134,136],test_:113,test_all_data_in_one_period:128,test_check_grad_ingore_i:113,test_check_grad_ingore_x:113,test_check_grad_norm:113,test_check_output:113,test_compar:93,test_comparespars:93,test_comparetwonet:93,test_comparetwoopt:93,test_config_pars:93,test_data:4,test_data_dir:125,test_fcgrad:112,test_gpuprofil:119,test_layergrad:112,test_list:[2,98],test_mkldnn:65,test_mklpack:64,test_mul_op:[99,113],test_networkcompar:93,test_pass:[133,134,136],test_period:[133,134,136],test_predict:93,test_pydataprovid:93,test_pydataprovider2:93,test_pydataproviderwrapp:93,test_recurrent_machine_gener:93,test_recurrentgradientmachin:[93,106],test_swig_api:93,test_train:93,test_traineronepass:93,test_wait:[133,134],testa:30,testb:30,testbilinearfwdbwd:119,testconfig:112,testfcgrad:112,testfclay:112,testlayergrad:112,testmulop:113,testq:30,testresult:29,testutil:112,text1:52,text:[2,7,9,13,22,30,67,71,77,127],text_fil:13,tflop:119,tftp:142,tgz:[14,93,102],than:[6,7,8,9,22,32,35,43,44,48,54,55,56,57,80,82,84,91,98,123,127,142],the_step:54,theano:54,thehalf:22,thei:[8,18,20,22,27,30,32,34,35,40,42,44,47,48,52,54,57,58,62,63,72,73,77,80,82,88,91,92,119,127],them:[7,8,9,15,22,30,31,32,34,35,38,43,47,48,54,55,56,61,62,63,72,80,81,82,83,86,87,88,90,91,92,119,127],themselv:[32,34],theori:54,therefor:[32,63,75],therein:[8,33],theta:57,theta_d:57,theta_g:57,thi:[2,6,7,8,9,10,13,14,15,18,20,21,22,23,24,26,27,29,30,31,32,33,34,35,38,39,40,41,42,43,44,45,46,47,48,49,50,53,54,55,56,57,58,59,62,63,66,70,71,72,73,74,75,76,77,78,80,81,82,83,84,87,88,89,90,91,96,102,103,117,119,120,123,127,142],thin:61,thing:[2,45,57,82,89],think:[30,34],third:[8,35,59,117,123],third_parti:[8,65,93,121,138,139,140],those:[8,33,34,35,56,58,59,60,78],though:[91,142],thought:34,thread:[44,46,77,117,119],thread_count:46,thread_id:77,thread_id_:77,thread_local_rand_use_global_se:[133,134],thread_pool:46,threadblocks:26,threadid:136,threadloc:119,threadpool:44,three:[7,8,22,31,32,35,49,53,54,55,58,66,72,73,76,77,78,81,89],threshold:[6,7,8,22,35,39,48,134],thresholdedrelu:22,through:[8,23,32,34,35,39,41,49,63,73,75,115,120],throughout:50,throughput:119,thrust:82,thu:[8,22,42,49,59,63,127],tier:128,time:[8,9,11,13,22,29,30,31,34,35,39,42,45,47,48,54,56,61,63,64,70,71,72,74,77,80,81,82,83,87,88,91,92,106,117,118,119,123,128,129,134,142],timelin:[8,77,82],timeo:127,timeout:[35,39],timeout_sec:13,timer:119,timestamp:[8,36],timestep:[8,86],titan:63,titl:[14,129],tls:51,tmp:[2,80],to_chw:15,to_no_sequ:[8,105],to_sequ:[8,105,106],to_tar:29,to_your_paddle_clone_path:115,todo:[7,13,14,33,35,39,42,72,88],toend:8,togeth:[8,9,13,29,32,91],token:[7,8,22,30,109],toler:[29,31],too:[14,31,44,48,66,90,91],took:142,tool:[77,115,117,127,129,138,140],toolchain:[117,138],top:[7,22,29,71,72],top_k:[7,22,72],top_level_rnn:71,topic:66,topk_generated_scor:72,topk_id:72,topk_indic:22,topk_out:22,topk_scor:72,toplevel:110,topolog:[30,35,45,59,63,67,76],topoloi:59,topolopi:29,torch:[33,54],toronto:14,tostr:98,total:[22,29,35,47,49,74,77,81,117,119,128,142],total_pass:81,tottim:[117,118],touch:93,toward:54,trace:[33,55,57],track:[35,39,59,80,111],tractabl:8,tradit:[8,33,53],traffic:45,trail:13,train100:14,train10:14,train:[1,2,6,7,8,13,14,15,20,32,33,37,39,40,42,44,48,49,50,54,55,57,58,63,64,67,74,75,76,77,78,79,80,82,84,87,89,92,94,96,100,103,109,125,126,128,129,130,131,132,134,136],train_arg:129,train_args_dict:129,train_args_list:129,train_config_dir:[127,129],train_data:125,train_data_dir:125,train_i:103,train_id:127,train_list:[2,98,125],train_loop:54,train_read:[45,103],train_x:103,trainabl:[8,67,80],trainer:[2,4,30,36,37,38,39,41,45,47,55,64,65,75,76,82,103,112,125,129,134,136],trainer_config:[1,2,4,124,127,128,129],trainer_config_help:[2,112],trainer_count:[96,104,125,127,128,129,133,134,136],trainer_cpu:43,trainer_cr:43,trainer_gpu:43,trainer_id:[125,127,129,134],trainer_intern:38,trainer_mem:43,trainer_packag:43,trainer_prog:45,trainerconfighelp:98,trainerid:[42,129],trainingjob:45,trainonebatch:38,tran:[66,112],trans_var:90,transact:[35,39],transfer:[63,77],transform:[8,9,15,22,82],transform_param_attr:9,transformed_st:9,translat:[8,9,63,96],translation_id:72,translation_scor:72,transpar:72,transpil:44,transpos:[8,15],transpose_i:22,transpose_x:22,transposedfullmatrixproject:8,travel:2,travers:[32,58,63],travi:111,treat:[8,22,33,40,63],treatment:[40,53],tree:[8,33,44,50,54,80,120,129,140],trg_dic_siz:72,trg_embed:[72,109],trick:72,tricki:68,trigger:[42,76],trim:8,trivial:[72,91],true_block:[33,60,78],true_imag:81,true_label:81,true_neg:49,true_posit:49,true_read:81,truth:[7,8,22],tune:[6,117,118,133],tupl:[8,9,13,14,15,18,22,23,29,32,80,81],ture:8,turn:[8,22,80,81,108],tutori:[117,127,129,130,131,132],twice:[47,57],twine:85,two:[7,8,9,22,23,30,32,40,41,42,43,44,45,49,52,53,54,55,57,58,61,63,67,70,72,75,77,78,81,82,83,84,86,87,88,90,91,92,113,114,119,127],txt:[2,34,43,52,64,65,112,115,125,127,130],type:[2,7,8,9,11,13,14,18,22,30,32,33,35,38,39,42,43,45,51,52,53,55,61,62,66,67,68,69,71,72,78,79,80,81,82,83,84,87,88,89,90,92,103,104,106,109,112,113,114,123,127,128,136],type_nam:88,typedef:[40,53,68,69,70,89],typeerror:48,typeid:88,typenam:[56,88,89,113,114],typic:[7,45],ubuntu:[85,102,104,117],ubyt:81,uci:14,uci_h:104,ufldl:[8,22],uid:128,uint16_t:53,uint32:[51,67],uint32_t:77,uint64:[67,68],uint64_t:[68,123],unawar:40,unbound:63,unclear:42,uncreat:32,under:[2,34,39,47,74,90,96,103,127],underli:[22,72],understand:[20,54,80,117,142],understand_senti:109,undeterminist:119,unidirect:8,unifi:[50,59,87],uniform:[6,8,13,20,37,57,80,81],uniform_random:80,uniniti:32,uninstal:[93,99],uniqu:[30,33,35,42,43,66,70,80,86,127],unique_nam:80,unique_name_gener:80,unique_ptr:[83,86,89,112],unit:[8,9,22,23,34,75,77,84,89],unittest:[69,93,113],unk:[87,92],unknown:[8,22],unless:[2,22,96,103],unlik:[8,22,72],unnecessari:32,unordered_map:86,unpack:91,unrol:71,unseen:84,unseg:8,unsign:[40,53],unstack:91,unstack_from:91,unsupervis:57,unsupport:113,until:[35,40,46,47,54,63,86,127,129],untrack:111,unzip:138,updat:[6,8,10,22,24,32,35,39,40,45,51,53,57,71,72,73,74,75,76,86,91,111,117,118,136],update_equ:[29,103],update_hook:6,update_memori:33,update_op:73,updatecallback:112,updatestack:127,upgrad:[74,93,102],upload:[35,43,51,85],upon:35,upper:8,upstream:[93,111],uri:127,url:[13,14],usag:[7,8,9,15,29,53,60,63,76,80,125,126,129],use:[2,6,7,8,9,11,13,14,15,20,22,24,27,29,30,31,33,34,35,41,45,46,47,50,53,57,59,61,62,63,66,70,72,73,74,76,77,80,86,87,88,90,91,92,96,103,111,113,117,119,123,125,127,129],use_cpu:62,use_cudnn:[22,23,62],use_eigen_bla:138,use_eigen_for_bla:[138,139],use_etcd:29,use_global_stat:8,use_gpu:[4,96,103,104,125,128,129,133,134,136],use_mkl_pack:64,use_mkldnn:[8,62,65],use_nesterov:24,use_old_updat:[38,133,134],use_peephol:22,use_sparse_remote_updat:38,used:[2,7,8,9,10,11,13,14,15,20,22,26,29,30,31,33,34,35,41,42,45,48,50,53,54,57,59,63,71,72,75,76,77,80,81,82,84,86,88,89,90,91,117,119,127],useful:[8,9,31,53,63,80,86,90],usegpu:[112,123],user:[6,8,9,13,14,15,18,20,22,24,26,27,29,30,31,32,33,34,37,39,42,43,44,45,46,47,48,49,50,52,56,57,58,59,61,62,66,70,72,73,74,75,77,80,81,82,83,84,86,88,89,90,91,117,127,142],user_id:129,user_info:14,user_nam:37,usercert:37,userinfo:14,userkei:37,usernam:[37,111,138],uses:[8,35,42,44,45,53,63,70,71,72,76,77,89,90,127],using:[6,8,9,13,22,29,30,32,33,34,35,39,40,42,43,45,50,52,53,54,56,57,59,61,63,71,73,75,78,80,81,83,84,86,88,89,104,113,127],usr:[93,99,100,125,127,129,134],usual:[8,22,29,32,43,63,70,77,78,84,89,117,119,127],util:[45,64,65,74,119,124,129,142],uuid:[36,42],v7a:138,v8a:138,val:32,valgrind:118,valid:[8,15,22,81,82,86,127],valu:[2,4,6,7,8,11,13,14,15,20,22,23,26,29,31,32,33,35,44,48,49,59,60,63,65,67,71,72,73,75,76,78,82,86,87,88,91,92,96,112,123,127,129,136,138],value1:134,value2:134,value_:87,value_evalu:7,value_rang:13,valueerror:[22,59,96],values_:91,vanilla:109,var_nam:[32,90],var_recurs:48,varabl:47,vardesc:[33,58,78,80,82,87],vardescbuild:33,vari:127,variabl:[10,13,14,18,20,21,22,23,24,30,31,33,44,45,47,48,49,50,55,57,58,59,60,61,70,71,72,73,75,78,79,83,84,87,88,90,91,117,120,127,128],variablenamemap:113,varialbl:57,varianc:8,variant:[8,61,70,89,91],varibal:32,varibl:59,varienc:91,varient:91,variou:[33,53,63,84],varproto:88,vars_:[33,86],vartyp:[22,87,92],vartypeinfer:61,vec1:8,vec2:8,vec:98,veclib:139,vecter:22,vector:[8,9,13,14,22,30,33,38,40,59,60,66,71,72,77,80,82,83,87,91,121,123],veloc:24,vendor:34,verb:14,verbos:52,veri:[8,11,34,39,44,47,50,54,56,57,63,66,72,76,81,84,86,89,91,117],verifi:33,version:[2,8,9,32,34,43,45,48,52,55,57,59,60,67,72,85,96,103,111,117,119,125,127,133,134,139],versu:30,vertic:8,vgg:[9,23],via:[22,32,35,70,111,127,142],view:[8,67,70],vim:100,virtual:[48,61,62,83,89],virtualenv:110,visibl:[42,86],visit:[29,32],visual:[8,72],vlog:38,volum:[115,128,129],volumemount:[127,128,129],volumn:127,vutbr:14,w_f:22,wai:[7,9,22,30,32,40,42,50,54,62,63,72,75,80,81,84,91],wait:[35,40,46,129],wangkuiyi:34,want:[2,8,30,43,44,49,57,62,70,75,77,79,81,84,86,89,90,91,117],warn:[29,52,93,98,129],warp:8,warpctc:8,warranti:[2,96,103],wast:74,watch:35,wbia:127,web:117,weight:[7,8,9,10,20,22,23,27,64,67,84,112],weight_act:9,weightlist:112,weights_:112,weights_primitive_desc:66,weights_t:112,welcom:34,well:[22,32,43,45,54,56,57,84,87,127],were:[7,34,54],west:127,wget:[93,138],wgt:66,what:[6,8,34,54,57,72,80,88,90,111,117,142],wheel:102,when:[2,6,7,8,10,13,18,22,29,31,32,33,34,35,38,39,40,43,44,45,47,48,49,50,52,53,54,55,59,72,74,75,76,77,78,80,82,89,91,117,119,127,142],whenev:80,where:[8,9,10,20,22,23,30,32,33,35,42,44,45,54,55,58,70,71,72,75,78,82,84,89,91,117,120],wherea:[22,33,39,56,60,89,92],whether:[7,8,15,21,22,29,31,32,33,50,77,81,87,91,123],which:[6,7,8,9,13,14,15,22,23,29,30,31,32,33,34,35,37,39,40,42,43,44,45,46,48,50,53,54,55,56,57,59,61,63,66,67,70,71,72,73,74,76,78,79,80,81,82,83,86,87,88,90,91,92,103,117,118,127,142],while_grad:63,while_loop:[72,91],while_op:32,whileloop:91,whileop:33,whl:[99,102],who:[32,56,58,74,80],whoever:40,whole:[2,7,13,32,57,60,63,68,69,71,74,79,88,121,127,142],whose:[8,13,22,31,32,35,42,48,71,82,83,88,91],why:[9,31,69,119],wide:[34,48,57,126,130],width:[7,8,13,15,22,38,68,81,98,112,113,123],wiki:[8,34],wikipedia:[8,14],wilder:2,window:[8,11,14,75,110],wirt:59,wise:[8,15,22,47,82],with_avx:[99,111,125,138,139],with_bia:88,with_c_api:[99,121,138,139,140],with_doc:99,with_doubl:[99,112,125],with_dso:99,with_golang:[99,121,138],with_gpu:[99,110,111,121,125,138,139],with_mkl:[64,65,99,121,138],with_mkldnn:65,with_mklml:65,with_profil:119,with_python:[99,121,125,138,139],with_rdma:[125,138,139],with_style_check:[99,111],with_swig_pi:[99,121,138,139],with_test:[99,111,113],with_tim:[119,125],within:[8,39,45,54],without:[2,7,8,24,32,35,40,77,80,81,82,96,103,117],wloop:91,wmt14:109,wmt_shrinked_data:14,won:106,wonder:2,word2vec:[43,96,125,126],word:[2,7,8,14,32,47,58,61,63,71,72,82,88,91,96,106,108],word_dict:[106,125,130],word_dim:[98,106],word_id:[2,96],word_idx:14,word_vector_dim:[8,72,109],words_freq_sort:14,work:[8,13,22,30,33,34,35,45,50,53,54,62,73,75,77,80,100,106,111,115,117,127,128,129,142],worker:[47,92,127],workercount:127,workflow:[82,127],workspac:[125,126],worth:120,would:[29,33,34,35,42,45,46,47,54,56,57,58,66,73,75,76,80,81,87,91,117,127,142],wouldn:[54,58],wrap:[54,56,57,74,142],wrapper:[9,34,56,74,75,83,91,119],write:[2,13,22,30,35,42,44,45,47,53,54,55,56,59,61,66,73,75,80,81,82,83,89,91,96,98,103,127],write_lock:36,write_to_arrai:63,writer:[30,80],written:[22,26,32,33,44,50,57,67,75,82,83,87,117],wrong:81,wrote:[47,59],wsize:127,www:[2,14,22,96,103],x64:140,x86:[138,139],x86_64:[138,139],x_first_step:22,x_last_step:22,x_neg:31,x_num_col_dim:22,x_po:31,x_reshap:22,x_t:22,x_t_data:22,xarg:[7,93,100,112,130],xavier:20,xavieriniti:22,xcode:139,xcodebuild:139,xgbe0:134,xgbe1:134,xiangyu:20,xmap_read:13,xpu:54,xrang:[31,54,57,77,81,103,104,112],xx_layer:62,xxx:[30,91],xxxx:36,xxxxxxxxx:127,xxxxxxxxxx:127,xxxxxxxxxxxxx:127,xxxxxxxxxxxxxxxxxxx:127,y_dim:57,y_neg:31,y_num_col_dim:22,y_po:31,y_predict:[22,103,104,120],yaml:[34,126,127,128,129,130,142],yancey1989:43,yann:14,yapf:111,year:54,yeild:29,yep:[77,117,118],yet:[54,142],yield:[2,13,30,37,81,96,103,106],yoshua:20,you:[2,6,8,9,13,23,29,31,43,45,53,86,96,103,117,127,142],your:[8,13,29,30,34,38,43,52,82,93,127,138,139,140,142],your_access_key_id:127,your_param_nam:98,your_repo:129,your_secrete_access_kei:127,your_source_root:69,yuang:54,yuyang18:[13,14],yuyang:[117,118],z_dim:57,z_size:57,zero:[6,8,9,10,13,14,18,31,32,35,57,72,76,80,87,127,134],zhang:20,zip:[14,80,129,138],zlib:121,zone:127,zxf:93,zxvf:127},titles:["API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","IO","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Backward Building","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Design Doc: Concurrent Programming with Fluid","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","Design Doc: Parameter Server","Error Clip","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","PaddlePaddle Fluid: Towards a Compiled Programming Language","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The IfElse Operator","Design Doc: InferVarType","Problem","Memory Optimization","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Add MKLDNN Kernel in Fluid Operator","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class Parameters","Introduction","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Background","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7528Docker\u7f16\u8bd1\u548c\u6d4b\u8bd5PaddlePaddle","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","Profiling the Python Code","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","PaddlePaddle Fluid Source Code Overview","\u7f16\u8bd1 PaddlePaddle \u9884\u6d4b\u5e93","PaddlePaddle C-API","\u8f93\u5165/\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7","C-API \u4f7f\u7528\u6d41\u7a0b","\u5206\u5e03\u5f0f\u8bad\u7ec3","\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3","Distributed PaddlePaddle Training on AWS with Kubernetes","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","\u5728OpenMPI\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a","<no title>","<no title>","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","PaddlePaddle \u6587\u6863","Android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","iOS\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Raspberry Pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","MOBILE","Cluster bootstrapping tool survey"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":129,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":37,"\u4e0b\u8f7d\u6570\u636e":128,"\u4e0b\u8f7dmklml\u5e93\u5931\u8d25":93,"\u4e0d\u4f7f\u7528":68,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":68,"\u4e0d\u540c\u7684":97,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":68,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":68,"\u4e24\u79cd\u4f7f\u7528":97,"\u4e3a\u4ec0\u4e48\u8981":110,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":119,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":119,"\u4ec5\u4ec5\u4f7f\u7528void":68,"\u4ece\u5feb\u7167\u6062\u590d":36,"\u4ece\u6e90\u7801\u7f16\u8bd1":99,"\u4ee3\u7801\u8981\u6c42":111,"\u4f7f\u7528":[111,128],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":125,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":68,"\u4f7f\u7528\u6848\u4f8b":136,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":136,"\u4f7f\u7528\u6d41\u7a0b":124,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":129,"\u4f7f\u7528\u8bf4\u660e":116,"\u4f7f\u7528\u8f6c\u6362\u5e93":37,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":100,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":100,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":100,"\u4f7f\u7528docker\u6784\u5efa":115,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":126,"\u4f7f\u7528paddlepaddl":115,"\u4f7f\u7528pip\u5b89\u88c5":102,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":111,"\u4fee\u6539\u542f\u52a8\u811a\u672c":128,"\u4fee\u6539\u6587\u6863":115,"\u514b\u9686":111,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":69,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":69,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":119,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":112,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":126,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[138,139],"\u51c6\u5907\u6570\u636e\u96c6":125,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":129,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":125,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b":124,"\u51c6\u5907openmpi\u96c6\u7fa4":130,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":96,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":96,"\u51fa\u73b0":97,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":51,"\u5206\u5e03\u5f0f\u8bad\u7ec3":125,"\u5206\u652f\u89c4\u8303":85,"\u521b\u5efa\u672c\u5730\u5206\u652f":111,"\u521b\u5efa\u795e\u7ecf\u7f51\u7edc\u8f93\u5165":124,"\u521b\u5efajob":129,"\u521b\u5efapaddlepaddl":128,"\u521d\u59cb\u5316paddlepaddle\u8fd0\u884c\u73af\u5883":124,"\u5220\u9664\u672c\u5730\u5206\u652f":111,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":111,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":96,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":111,"\u5236\u4f5c\u955c\u50cf":129,"\u5236\u4f5cdocker\u955c\u50cf":128,"\u524d\u5411\u8ba1\u7b97":124,"\u524d\u5411operator\u5355\u6d4b":113,"\u52a0\u8f7d\u6a21\u578b":124,"\u52a0\u8f7dpaddlepaddl":103,"\u52a0\u901f\u6267\u884c":36,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":96,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":68,"\u52a8\u6001\u6269\u5bb9":36,"\u5355\u5143\u6d4b\u8bd5":134,"\u5355\u53cc\u5c42rnn":106,"\u539f\u56e0":68,"\u539f\u56e0\u5217\u8868":68,"\u53c2\u6570\u5185\u5b58":96,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":134,"\u53c2\u6570\u6982\u8ff0":133,"\u53c2\u6570\u8bbe\u7f6e":98,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":51,"\u53c2\u8003\u8d44\u6599":119,"\u53cc\u5c42rnn":106,"\u53cc\u5c42rnn\u4ecb\u7ecd":108,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":108,"\u53cd\u5411operator\u5355\u6d4b":113,"\u53d1\u5e03docker\u955c\u50cf":85,"\u53d1\u5e03wheel\u5305\u5230pypi":85,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":110,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":102,"\u540d\u8bcd\u89e3\u91ca":51,"\u5411\u91cf":134,"\u542f\u52a8\u4efb\u52a1":129,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":125,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":125,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":125,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":[126,130],"\u5440":110,"\u548c":105,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":136,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":125,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":100,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":130,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":114,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":138,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":138,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":[103,123],"\u57fa\u672c\u539f\u7406":108,"\u57fa\u672c\u8981\u6c42":68,"\u5982\u4f55\u4e66\u5199\u6587\u6863":115,"\u5982\u4f55\u4f7f\u7528":97,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":98,"\u5982\u4f55\u5199\u65b0\u7684oper":113,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":96,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":98,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":98,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":96,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":98,"\u5982\u4f55\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u53c2\u6570\u7684\u6743\u91cd\u548c\u68af\u5ea6":96,"\u5982\u4f55\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u67d0\u4e00\u4e2alayer\u7684output":96,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":96,"\u5982\u4f55\u66f4\u65b0www":115,"\u5982\u4f55\u6784\u5efa\u6587\u6863":115,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":98,"\u5982\u4f55\u8c03\u7528":96,"\u5982\u4f55\u8d21\u732e":115,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":111,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":119,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":98,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":106,"\u5b50\u5e8f\u5217\u95f4\u6709memori":106,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":98,"\u5b89\u88c5":102,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":101,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":140,"\u5b89\u88c5\u6d41\u7a0b":101,"\u5b9a\u4e49operator\u7c7b":113,"\u5b9a\u4e49opkernel\u7c7b":113,"\u5b9a\u4e49protomaker\u7c7b":113,"\u5b9e\u73b0":68,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":113,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":112,"\u5b9e\u73b0\u65b9\u5f0f":69,"\u5b9e\u73b0\u8ba1\u7b97":114,"\u5b9e\u73b0c":[112,113],"\u5b9e\u73b0python\u5c01\u88c5":112,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":118,"\u5bfc\u51fac":68,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":136,"\u5c0f\u7ed3":2,"\u5de5\u5177":119,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":102,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":101,"\u5e76\u5b8c\u6210":111,"\u5efa\u7acb":111,"\u5f00\u53d1\u6807\u51c6":116,"\u5f00\u59cb\u5f00\u53d1":111,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":134,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":36,"\u5feb\u901f\u5b89\u88c5":104,"\u5feb\u901f\u5f00\u59cb":104,"\u6027\u80fd\u4f18\u5316":116,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":119,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":119,"\u6027\u80fd\u8c03\u4f18":134,"\u603b\u4f53\u6d41\u7a0b":110,"\u603b\u7ed3":123,"\u6216\u8005\u662f":93,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":99,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":93,"\u62a5importerror":93,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":68,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":96,"\u63a8\u5bfc\u65b9\u7a0b":112,"\u63a8\u6d4b\u6267\u884c":36,"\u63d0\u4ea4":111,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":111,"\u63d0\u4ea4\u955c\u50cf":128,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":103,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":105,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":37,"\u6570\u636e\u652f\u6301":134,"\u6574\u4f53\u65b9\u6848":129,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":51,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":37,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":37,"\u6587\u4ef6\u9884\u5904\u7406":37,"\u6587\u6863":137,"\u65b0\u624b\u5165\u95e8":104,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":94,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":106,"\u65f6\u95f4\u6b65":106,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":69,"\u672c\u5730\u6d4b\u8bd5":136,"\u672c\u5730\u8bad\u7ec3":136,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":96,"\u672f\u8bed":36,"\u6784\u5efa\u548c\u6d4b\u8bd5":111,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":138,"\u67b6\u6784\u56fe":51,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":118,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":128,"\u67e5\u770b\u8f93\u51fa":129,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":51,"\u6848\u4f8b\u4e00":136,"\u6848\u4f8b\u4e8c":136,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":126,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":126,"\u6982\u5ff5\u7b80\u4ecb":113,"\u6982\u5ff5\u89e3\u91ca":37,"\u6982\u8ff0":[105,108,121,125],"\u6a21\u5757":51,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":36,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":69,"\u6a21\u578b\u914d\u7f6e":[97,106,116],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":106,"\u6ce8\u518coper":113,"\u6ce8\u610f\u4e8b\u9879":[2,113,124],"\u6d41\u7a0b\u4ecb\u7ecd":37,"\u6d4b\u8bd5":134,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":118,"\u6e05\u7406":124,"\u73af\u5883\u51c6\u5907":125,"\u751f\u6210\u5e8f\u5217":109,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":118,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":108,"\u751f\u6210sparse\u6587\u4ef6":51,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":51,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":110,"\u7684\u533a\u522b":97,"\u7684\u53c2\u6570":97,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":97,"\u76ee\u5f55\u7ed3\u6784":69,"\u76ee\u6807":51,"\u76f4\u63a5\u6784\u5efa":115,"\u76f8\u5173\u6982\u5ff5":108,"\u77e9\u9635":134,"\u793a\u4f8b1":106,"\u793a\u4f8b2":106,"\u793a\u4f8b3":106,"\u793a\u4f8b4":106,"\u793a\u4f8b\u7a0b\u5e8f":37,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":96,"\u7a00\u758f\u8bad\u7ec3":136,"\u7aef\u6570\u636e\u7c7b\u578b\u8bf4\u660e":123,"\u7b26\u53f7":68,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":109,"\u7c7b":[68,112,113],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":103,"\u7ec4\u7ec7\u5e8f\u5217\u4fe1\u606f":123,"\u7ec4\u7ec7\u8f93\u5165\u6570\u636e":[123,124],"\u7ec6\u8282\u63cf\u8ff0":134,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":126,"\u7ed1\u5b9apython":113,"\u7f16\u5199\u9884\u6d4b\u4ee3\u7801":124,"\u7f16\u5199yaml\u6587\u4ef6":128,"\u7f16\u8bd1":[113,121],"\u7f16\u8bd1\u4f9d\u8d56":99,"\u7f16\u8bd1\u548c\u5b89\u88c5":[138,139,140],"\u7f16\u8bd1\u548c\u6267\u884c":113,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":93,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":93,"\u7f16\u8bd1\u65b9\u6cd5":99,"\u7f16\u8bd1\u6d41\u7a0b":101,"\u7f16\u8bd1\u9009\u9879":[69,99],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":99,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":99,"\u7f16\u8bd1paddlepaddl":138,"\u7f29\u5bb9":36,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":68,"\u80cc\u666f":68,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":134,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":100,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":51,"\u8bad\u7ec3":134,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":96,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":37,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":37,"\u8bad\u7ec3\u6a21\u578b":103,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":108,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":96,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":135,"\u8bcd\u6c47\u8868":106,"\u8be6\u7ec6\u6559\u7a0b":119,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":106,"\u8f6c\u6362\u5e93":37,"\u8f93\u5165":[108,123],"\u8f93\u5165\u4e0d\u7b49\u957f":106,"\u8f93\u5165\u793a\u4f8b":108,"\u8f93\u51fa":108,"\u8f93\u51fa\u6570\u636e":123,"\u8f93\u51fa\u6570\u636e\u7c7b\u578b":123,"\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7":123,"\u8fd0\u884c\u5bb9\u5668":128,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":102,"\u8fd0\u884cdocker":93,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":68,"\u8fdb\u884c\u8bad\u7ec3":[37,128],"\u8fdb\u9636\u6307\u5357":116,"\u901a\u7528":134,"\u9047\u5230":93,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[138,139,140],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":109,"\u914d\u7f6e\u7f51\u7edc":103,"\u94a9\u5b50":111,"\u94fe\u63a5\u8bf4\u660e":121,"\u9519\u8bef\u600e\u4e48\u529e":97,"\u968f\u673a\u6570":134,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":94,"\u96c6\u7fa4\u8bad\u7ec3":136,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":94,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":110,"\u975e\u6cd5\u6307\u4ee4":93,"\u9884\u6d4b\u5e93":121,"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[45,46,47,74,142],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":138,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":106,"api\u5e93":138,"beam_search\u7684\u751f\u6210":106,"book\u4e2d\u6240\u6709\u7ae0\u8282":85,"book\u6559\u7a0b":100,"case":32,"class":[57,76,80],"cmake\u6e90\u7801\u7f16\u8bd1":93,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":51,"final":62,"float":96,"function":[34,56,57,80],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":136,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":119,"gpu\u955c\u50cf\u51fa\u73b0":93,"group\u6559\u7a0b":108,"import":93,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":139,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":129,"kubernetes\u5355\u673a\u8bad\u7ec3":128,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"new":89,"org\u5de5\u5177":115,"paddle\u52a8\u6001\u5e93\u4e2d":68,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":68,"paddle\u7248\u672c\u53f7\u4e3a0":93,"paddlepaddle\u53d1\u884c\u89c4\u8303":85,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":85,"paddlepaddle\u662f\u5426\u652f\u6301\u7ef4\u6570\u53ef\u53d8\u7684\u6570\u636e\u8f93\u5165":97,"paddlepaddle\u73af\u5883\u4f9d\u8d56":102,"paddlepaddle\u7684softmax\u80fd\u5426\u6307\u5b9a\u8ba1\u7b97\u7684\u7ef4\u5ea6":97,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":99,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":140,"pod\u95f4\u901a\u4fe1":129,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":118,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":118,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":93,"return":[80,81],"rnn\u76f8\u5173\u6a21\u578b":107,"rnn\u914d\u7f6e":109,"switch":[66,89],"tensor\u4f7f\u7528\u6837\u4f8b":114,"tensor\u5230eigentensor\u7684\u8f6c\u6362":114,"tensor\u6a21\u5757":114,AWS:127,Abs:5,DNS:127,EFS:127,For:34,KMS:127,The:[33,40,44,50,54,57,58,60,61,70,73,76,82,83],Use:[33,78],Using:[34,40],With:43,about:57,abs:22,absolut:72,access:127,account:127,accuraci:22,action:[64,65],activ:[5,8,65],adadelta:10,adagrad:10,adagradoptim:24,adam:10,adamax:10,adamaxoptim:24,adamoptim:24,add:[63,66,127],address:127,addto:8,advanc:89,aggreg:8,aggregatelevel:8,alalysi:38,algorithm:[31,35,45,71,79],all:[86,91],analog:44,analysi:[45,63],anneal:98,api:[0,3,45,64,65,69,73,75,80,84,88,122,124],appendix:142,applic:3,arbitrari:54,architectur:[45,77],argument:[52,81],arrai:31,array_length:22,array_read:22,array_to_lod_tensor:22,array_writ:22,asset:127,assign:22,associ:[86,127],assumpt:142,async:134,attent:109,attribut:[6,63,84],auc:7,auto:31,averag:75,avg:11,aws:127,backgraound:31,background:[47,64,89,90,91,92],backward:[32,54,58,82],base:[43,72],basepool:11,basic:[63,89,142],batch:81,batch_norm:[8,22],batch_siz:81,beam:72,beam_search:8,beam_search_decod:22,becaus:98,benchmark:[64,65],benefit:[47,82],between:[30,80,82,88,89],bidirectional_gru:9,bidirectional_lstm:9,big:98,bilinear_interp:8,binari:33,bla:99,block:[33,55,57,58,78,80,82],block_expand:8,blockdesc:78,bootstrap:142,bottleneck:117,brelu:[5,22],bring:142,bucket:127,build:[32,57,82],cach:2,can:86,capi:69,capi_priv:69,cast:22,ceil:22,challeng:[32,47,79],chang:72,check:[8,31],checker:31,checkpoint:[35,36,42],choic:62,choos:[34,127],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:40,clip:[8,48],clone:111,close:31,cloudform:127,cluster:[41,127,142],cmake:[34,64,65],code:[43,55,80,117,120],column_sum:7,commit:111,compar:142,comparis:80,compat:54,compil:[33,53,55,78,82,120],complet:54,compos:81,comput:[33,58,66,82,84],con:142,concat:[8,22],concept:[80,82,127],concern:65,conclus:[42,59,142],concurr:44,condit:57,config:3,configur:[28,127],conll05:14,connect:8,constantiniti:20,construct:58,content:[2,64,65,69,93,94,96,97,98,105,119,127],context_project:8,control:[63,82],contruct:63,conv2d:22,conv2d_transpos:22,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:42,core:[31,80,127],corner:32,cos_sim:[8,22],cost:8,cpu:46,creat:[32,81,82,86,127],create_arrai:22,creation:[39,75,84],creator:81,credenti:127,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropi:22,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,ctc_greedy_decod:22,cuda:[53,93,99],cudnn:99,cudnnavg:11,cudnnmax:11,current:[53,83],custom:81,data:[8,12,13,22,35,45,81,90,127],datafeed:[13,17],dataflow:63,dataprovid:[3,134],dataset:[12,14,35,39],datatyp:[13,70],decayedadagrad:10,decayedadagradoptim:24,decod:72,decor:81,deep:[33,54],defin:127,definit:92,delet:127,demo:[57,127],dens:42,depend:57,deploi:43,describ:[54,73],descript:[52,82],design:[30,31,33,35,39,40,41,42,44,45,46,47,49,50,53,54,56,57,58,61,64,65,66,67,70,71,72,73,74,76,78,80,81,82,83,86,87,89,91],destroi:[86,127],detail:38,detect:[7,8],detection_map:7,detection_output:8,develop:82,devic:89,devicecontext:89,dictionari:81,differ:[82,89],directori:127,discrimin:57,discuss:[47,57],dispatch:[35,39],distribut:[30,35,38,43,45,47,127],dnn:65,doc:[30,33,35,39,40,41,42,44,45,46,47,50,53,54,56,58,61,64,65,66,67,70,74,76,78,80,81,82,83,87,89],docker:[43,110],doe:81,dot_prod:8,dot_product_attent:[9,23],dotmul_oper:8,dotmul_project:8,down:127,download:127,driver:93,drop_out:97,dropout:[8,22],duplic:97,dure:[72,81],dylib:69,dynam:[35,91],dynamic_lstm:22,dynet:59,ec2:127,edit_dist:22,eigen:114,elast:127,elect:42,elementwise_add:22,elementwise_div:22,elementwise_mul:22,elementwise_sub:22,els:33,elu:22,embed:[8,22],engin:57,enough:31,entri:81,environ:43,eos:8,error:48,evalu:[7,18,49],event:[29,30,77],evolut:54,examin:117,exampl:[30,34,44,60,69],except:96,execut:[33,46,54,78,82],executor:[19,50],exp:[5,22],expand:[8,105],expandlevel:8,explain:31,extern:127,factor:8,factorization_machin:8,faq:95,fault:35,file:[33,117,127],fill_const:22,fill_constant_batch_size_lik:22,find:127,first_seq:[8,105],float16:53,floor:22,flow:63,fluid:[16,44,54,55,66,74,120],fork:111,format:[33,35,67],forward:58,frame:33,framework:[31,114],from:[30,42,88],full_matrix_project:8,fulli:8,functor:89,futur:54,gan:57,gate:109,gated_unit:8,gener:[55,57,72,117,142],get_output:8,give:81,global:[78,80],glu:23,gpu:134,grad_op:32,gradient:[31,32,40,65,83],gradient_print:7,graident:31,graph:[58,59,63,82,84],group:[8,127],gru:[9,134],gru_group:9,gru_step:8,gru_unit:[9,22],grumemori:8,handler:[30,68],happen:42,hard_shrink:22,hard_sigmoid:22,hardwar:53,helper:80,hierarchi:33,high:[73,75,84,88],how:[31,38,75,81,82,89],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:127,ident:5,identifi:117,identity_project:8,ifels:60,ifelseop:33,illeg:93,imag:[8,9,15,43],imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,23],img_pool:8,imikolov:14,implement:[31,32,34,38,46,48,49,53,67,71,74,75,80,81,82,83,84],increment:22,infer:[29,96],infershap:[78,87],infervartyp:61,ingredi:30,ingress:51,init_hook:2,initi:[20,40,57,127],input_typ:2,insid:86,inspect:127,instal:[127,142],instanc:127,instead:81,instruct:93,insuffici:93,integr:[89,127],intel:[64,65],interact:88,interfac:[12,13,15,31,35,40,41,50,73,81,86],intermedi:82,interpol:8,introduc:[72,91],introduct:[77,84],is_paramet:21,isn:81,issu:[53,111],job:[35,43,127,128],join:8,kei:[64,70,127],kernel:[66,70,82],kmax_sequence_scor:8,kube:127,kubectl:127,kubernet:[43,127,128],l1decayregular:27,l2_distanc:8,l2_normal:22,l2decayregular:27,lambda_cost:8,languag:[33,55],larg:38,last_seq:[8,105],layer:[8,22,30,56,64,65,80,97],layout:70,leaky_relu:22,learn:[33,54,98],learnabl:8,less_than:22,leval:88,level:[73,75,84,88],libpaddle_capi_shar:69,libpaddle_capi_whol:69,librari:[40,53,70,82,89],limit:45,linear:5,linear_chain_crf:22,linear_comb:8,list:[36,81],live:63,local:[45,86,127],lod:72,lod_rank_t:22,lod_tensor_to_arrai:22,lodtensor:[71,72,91],lodtensordesc:92,log:[5,22],logic:39,logsigmoid:22,look:117,low:[75,84,88],lstm:[9,134],lstm_step:8,lstm_unit:22,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,72],macro:82,main:57,make:63,manag:34,map:[81,82],master:[35,39,43,44],math:[8,89],mathemat:31,matmul:22,matrix:65,max:11,max_sequence_len:22,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:22,member:57,memori:[8,63,71,89,97,106,108],merge_lod_tensor:22,messag:[88,98],method:72,might:57,migrat:82,mileston:82,mini:81,minibatch:13,misc:8,mix:8,mkl:[64,65],mkldnn:66,mkldnn_helper:66,mkldnndevicecontext:66,mnist:14,mobil:141,model:[3,28,30,38,40,42,54,57,67,72,109],modul:[82,89,93],momentum:10,momentumoptim:24,more:57,motiv:[32,50,67,74,79],movielen:14,msrainiti:20,mul:22,multi:[46,55],multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:81,multiplex:8,mxnet:59,name:[86,93,97,127],nativ:55,nccl:74,nce:8,necess:80,necessari:82,need:81,nest:71,net:23,network:[9,82,109],neural:109,nlp:[9,134],norm:[8,84],normaliniti:20,note:31,numer:31,numpi:31,nvprof:119,nvvp:119,object:35,offset:72,ones:22,onli:[81,86],op_mak:82,oper:[56,60,63,66,70,75,78,80,82,83,87,91],opinfomap:82,opkernel:[82,89],opproto:88,ops:84,optim:[10,24,35,40,58,63,73,80],option:52,opwithkernel:82,order:52,org:115,origin:82,orthogon:86,other:65,out_prod:8,output:[8,127],overview:[42,48,50,64,65,82,86,120],pack:[64,72],packag:34,pad:8,paddl:[38,74,81,86,93,97,114],paddlejob:43,paddlepaddl:[30,33,54,55,64,65,75,78,84,85,93,115,120,121,122,127,137],pair:127,paradigm:54,parallel_nn:136,paramattr:25,paramet:[6,8,29,30,35,40,41,43,47,65,75,76,80,84,127],parameteraverageoptim:75,parent:86,part:58,partit:40,path:[42,52],penalti:84,perform:[75,117,134],persist:39,pfsclient:[51,52],pfsserver:51,place:[63,70,89],placement:45,platform:93,pnpair:7,point:[64,96,127],polici:63,pool2d:22,pool:[8,11,105],pose:[61,83],potenti:62,pow:22,power:8,pre:111,precision_recal:7,prefetch:81,prelu:8,prepar:127,principl:66,print:7,privat:127,pro:142,problem:[49,61,62,63,70,73,83,90],procedur:142,process:[35,40,43,73,82],profil:[26,117],program:[33,44,46,54,55,78,80],programdesc:[55,78],project:34,propos:[61,83,84],protobuf:87,protocol:98,provid:[2,81],prune:79,pserver:42,pull:111,push:111,python:[31,43,45,64,65,71,73,75,80,81,84,88,92,117,123],qualiti:82,queue:[35,39],rank:7,rank_cost:8,raspberri:140,rate:98,reader:[12,13,30,81],realiz:82,reciproc:22,recoveri:35,recurr:[8,9,97,108,109],recurrent_group:8,reduce_max:22,reduce_mean:22,reduce_min:22,reduce_sum:22,ref:31,refactor:82,refer:[2,45,47,63,64,65],region:127,regist:[61,82,88],registr:[82,83],registri:82,regular:[27,40,84],reject:98,rel:72,relat:[82,91],relu6:22,relu:[5,22],remot:41,remoteexecutor:45,render:127,repeat:8,represent:[33,82],request:111,requir:[34,57],reshap:[8,22],resiz:8,retri:39,reus:80,rmsprop:10,rnn:[71,91,106,134],rnnop:[33,71,82],roi_pool:8,rotat:8,round:22,route53:127,row:87,row_conv:8,row_l2_norm:8,run:[50,120],runtim:43,sampl:8,sampling_id:8,save:42,scale:[8,22,35],scale_shift:8,scaling_project:8,scope:[33,71,82,86],search:72,secur:127,select:[40,87],selectedrow:87,selective_fc:8,sentiment:14,separ:82,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[72,109],sequence_conv:22,sequence_conv_pool:[9,23],sequence_expand:22,sequence_first_step:22,sequence_last_step:22,sequence_pool:22,sequence_reshap:22,sequence_softmax:22,sequencesoftmax:5,server:[35,39,40,43,47,127],servic:127,setup:127,sextant:142,sgd:134,sgdoptim:24,shape:72,share:[30,32,63,86],should:86,shrink_memori:22,shuffl:81,sigmoid:[5,22],sigmoid_cross_entropy_with_logit:22,simpl:72,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,23],simple_lstm:9,singl:81,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,soft_relu:22,softmax:5,softplu:22,softrelu:5,softshrink:22,softsign:[5,22],solut:[61,62,63,64,70,79,83,90],sourc:120,spars:[40,41,42,87],split:22,split_lod_tensor:22,spp:8,sqrt:22,squar:[5,22],square_error_cost:[8,22],squarerootn:11,stack:33,stanh:5,start:[30,127],statement:49,step2:124,step:[71,124],storag:84,store:35,strategi:63,sub_nested_seq:8,sub_seq:8,subcommond:52,submit:43,suffici:81,suitabl:34,sulut:66,sum:[7,11,22],sum_cost:8,sum_to_one_norm:8,summar:[30,44],summari:67,support:[53,74,89,91,93],survei:[53,59,84,142],swish:22,synopsi:52,system:[54,127],tabl:69,table_project:8,tanh:[5,22],tanh_shrink:22,task:[35,39],tear:127,tecton:142,templat:127,tensor:[8,82,89,114],tensorarrai:[72,91],tensordesc:92,tensorflow:59,test:[64,65,66],text_conv_pool:9,theori:31,thi:[86,93],think:57,three:91,thresholded_relu:22,time:120,timelin:42,todo:[36,37,46],togeth:86,toler:35,too:98,tool:[34,142],topic:89,topk:22,toward:55,train:[29,30,35,38,41,43,45,73,81,127],trainer:[29,35,40,42,43,127],tran:8,trans_full_matrix_project:8,transform:90,translat:72,transpil:[45,46,47,55,63,74],transpos:22,tune:134,ture:54,two:31,type:70,uci_h:14,uniform:91,uniforminiti:20,unit:[64,65,66],unpack:72,updat:[30,41,42,127],usag:[32,48,71,72,81],use:[38,81],user:35,util:7,valu:80,value_print:7,vardesc:92,variabl:[32,63,80,82,86,92],verifi:127,version:[44,53,93],vgg_16_network:9,volum:127,vpc:127,warp_ctc:8,weightdecayregular:27,what:[38,42],wheel:93,when:[42,86],whl:93,why:[53,54,75,81,82,91],wmt14:14,worker:44,xavieriniti:20,zero:22}}) \ No newline at end of file +Search.setIndex({docnames:["api/index_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/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/io","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/backward","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/concurrent_programming","design/dist_refactor/distributed_architecture","design/dist_refactor/multi_cpu","design/dist_refactor/parameter_server","design/error_clip","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/fluid_compiler","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/kernel_hint_design","design/memory_optimization","design/mkl/mkl_packed","design/mkl/mkldnn","design/mkl/mkldnn_fluid","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/profiler","design/program","design/prune","design/python_api","design/reader/README","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/switch_kernel","design/tensor_array","design/var_desc","faq/build_and_install/index_cn","faq/cluster/index_cn","faq/index_cn","faq/local/index_cn","faq/model/index_cn","faq/parameter/index_cn","getstarted/build_and_install/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/pip_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/cpu_profiling","howto/optimization/cpu_profiling_cn","howto/optimization/gpu_profiling_cn","howto/read_source","howto/usage/capi/compile_paddle_lib_cn","howto/usage/capi/index_cn","howto/usage/capi/organization_of_the_inputs_cn","howto/usage/capi/workflow_of_capi_cn","howto/usage/cluster/cluster_train_cn","howto/usage/cluster/fabric_cn","howto/usage/cluster/k8s_aws_cn","howto/usage/cluster/k8s_cn","howto/usage/cluster/k8s_distributed_cn","howto/usage/cluster/openmpi_cn","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","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","index_cn","mobile/cross_compiling_for_android_cn","mobile/cross_compiling_for_ios_cn","mobile/cross_compiling_for_raspberry_cn","mobile/index_cn","survey/cluster_bootstrapping_tools"],envversion:50,filenames:["api/index_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/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/io.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/backward.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/concurrent_programming.md","design/dist_refactor/distributed_architecture.md","design/dist_refactor/multi_cpu.md","design/dist_refactor/parameter_server.md","design/error_clip.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/fluid_compiler.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/kernel_hint_design.md","design/memory_optimization.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/mkl/mkldnn_fluid.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/profiler.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/support_new_device.md","design/switch_kernel.md","design/tensor_array.md","design/var_desc.md","faq/build_and_install/index_cn.rst","faq/cluster/index_cn.rst","faq/index_cn.rst","faq/local/index_cn.rst","faq/model/index_cn.rst","faq/parameter/index_cn.rst","getstarted/build_and_install/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/pip_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/cpu_profiling.md","howto/optimization/cpu_profiling_cn.md","howto/optimization/gpu_profiling_cn.rst","howto/read_source.md","howto/usage/capi/compile_paddle_lib_cn.md","howto/usage/capi/index_cn.rst","howto/usage/capi/organization_of_the_inputs_cn.md","howto/usage/capi/workflow_of_capi_cn.md","howto/usage/cluster/cluster_train_cn.md","howto/usage/cluster/fabric_cn.md","howto/usage/cluster/k8s_aws_cn.md","howto/usage/cluster/k8s_cn.md","howto/usage/cluster/k8s_distributed_cn.md","howto/usage/cluster/openmpi_cn.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.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","index_cn.rst","mobile/cross_compiling_for_android_cn.md","mobile/cross_compiling_for_ios_cn.md","mobile/cross_compiling_for_raspberry_cn.md","mobile/index_cn.rst","survey/cluster_bootstrapping_tools.md"],objects:{"paddle.v2":{image:[11,1,0,"-"]},"paddle.v2.fluid":{regularizer:[23,1,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[14,0,1,""],states:[14,0,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[23,2,1,""]},"paddle.v2.image":{batch_images_from_tar:[11,3,1,""],center_crop:[11,3,1,""],left_right_flip:[11,3,1,""],load_and_transform:[11,3,1,""],load_image:[11,3,1,""],load_image_bytes:[11,3,1,""],random_crop:[11,3,1,""],resize_short:[11,3,1,""],simple_transform:[11,3,1,""],to_chw:[11,3,1,""]}},objnames:{"0":["py","attribute","Python \u5c5e\u6027"],"1":["py","module","Python \u6a21\u5757"],"2":["py","class","Python \u7c7b"],"3":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:attribute","1":"py:module","2":"py:class","3":"py:function"},terms:{"00m":115,"01org":89,"03m":115,"0424m":115,"0473v3":5,"04\u4ee5\u4e0a":98,"04\u4ee5\u53camaco":100,"055ee37d":123,"0630u":115,"06u":115,"0810u":115,"0957m":115,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":130,"0\u5c42\u5e8f\u5217":101,"0_cudnn5":95,"0_cudnn5_avx_mkl":[96,98],"0_cudnn7_avx_mkl":98,"0ab":4,"0rc1":81,"0rc2":81,"0x10f256d50":55,"0x7ffe4de00110":55,"100gi":123,"100m":92,"10g":39,"1150u":115,"11\u5b9e\u73b0\u4e86c":65,"11e6":124,"124n":115,"12\u4ee5\u4e0a":98,"12\u64cd\u4f5c\u7cfb\u7edf":89,"12gb":59,"13m":124,"1490u":115,"14\u7248\u672c\u4ee5\u4e0a\u7684":136,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":132,"1550u":115,"15\u884c":102,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":94,"16u":115,"173n":115,"1770u":115,"18ad":123,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":124,"197u":115,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":95,"1\u7684\u5c42\u4e4b\u5916":132,"1\u7a00\u758f\u6570\u636e":108,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":132,"1st":18,"210u":115,"211839e770f7b538e2d8":5,"215n":115,"228u":115,"2520u":115,"2680u":115,"26\u884c":102,"279n":115,"27m":115,"285m":115,"2863m":115,"28m":115,"2977m":115,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":94,"2\u4e2a\u5b50\u5e8f\u5217":119,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":125,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":132,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":125,"2cbf7385":123,"2nd":18,"302n":115,"30u":115,"328n":115,"32u":115,"32x32":10,"331n":115,"3320u":115,"365e":123,"36u":115,"3710m":115,"3768m":115,"387u":115,"38u":115,"3920u":115,"39u":115,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":98,"3\u53f7gpu":92,"4035m":115,"4090u":115,"4096mb":130,"4279m":115,"43u":115,"448a5b355b84":124,"4560u":115,"4563m":115,"45u":115,"4650u":115,"4726m":115,"473m":124,"4\u4e2a\u5e8f\u5217\u7684\u957f\u5ea6\u5206\u522b\u4e3a":119,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":94,"4gb":130,"500m":92,"50bd":123,"50gi":123,"514u":115,"525n":115,"526u":115,"536u":115,"5460u":115,"5470u":115,"54u":115,"5690m":115,"573u":115,"578n":115,"5798m":115,"586u":115,"58s":124,"5969m":115,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":98,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":98,"5_cudnn5_avx_mkl":98,"5_cudnn5_avx_openbla":[98,100],"6080u":115,"6140u":115,"6305m":115,"639u":115,"64\u5e73\u53f0\u4e3a\u4f8b":134,"64m":63,"655u":115,"6780u":115,"6810u":115,"682u":115,"6970u":115,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":115,"6\u4ee5\u4e0a":[98,100],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":98,"6ce9":123,"704u":115,"7090u":115,"72u":115,"73u":115,"75u":115,"760u":115,"767u":115,"783n":115,"784u":115,"78m":115,"7\u4ee5\u4e0a":134,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":98,"7\u4ee5\u4e0b":134,"7\u548cpip":89,"7\u7248\u672c\u5f00\u59cb":134,"7\u7cfb\u5217":98,"7eamaa":10,"7kb":124,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":111,"8250u":115,"8300u":115,"830n":115,"849m":115,"861u":115,"8661m":115,"892m":115,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":94,"901n":115,"90u":115,"918u":115,"9247m":115,"924n":115,"9261m":115,"9330m":115,"94u":115,"9530m":115,"983m":115,"988u":115,"997u":115,"99u":115,"9a235":135,"9f18":124,"\u4e00":102,"\u4e00\u4e2a":119,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":101,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":109,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":47,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d":124,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":101,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":101,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":104,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":101,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":101,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":104,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":104,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":104,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":136,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":92,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":115,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":101,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":101,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":32,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":108,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":108,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":108,"\u4e00\u4e2a\u8f93\u51fa\u6570\u636e\u540c\u6837\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":119,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":109,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":94,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":47,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":130,"\u4e00\u4e2agradientmachine\u7c7b\u7684\u5bf9\u8c61\u7ba1\u7406\u7740\u4e00\u7ec4\u8ba1\u7b97\u5c42":120,"\u4e00\u4e2alabel":102,"\u4e00\u4e2amemory\u5305\u542b":105,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":47,"\u4e00\u4e9b\u60c5\u51b5\u4e3a\u4e86\u4fbf\u4e8e\u53d1\u5e03":120,"\u4e00\u4eba":102,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":104,"\u4e00\u53f0\u7535\u8111":106,"\u4e00\u65e9":102,"\u4e00\u662fbatch":92,"\u4e00\u6837\u7684\u65b9\u5f0f":106,"\u4e00\u6b21\u6027\u676f\u5b50":102,"\u4e00\u7ef4\u6570\u7ec4":[119,120],"\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":119,"\u4e00\u81f4":[101,102],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":81,"\u4e00\u822c\u4ece":107,"\u4e00\u822c\u5728paddlepaddle\u4e2d":102,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":94,"\u4e00\u822c\u6765\u8bf4":105,"\u4e00\u822c\u7531mkl":61,"\u4e00\u822c\u8868\u793a":102,"\u4e00\u822c\u8bbe\u7f6e":94,"\u4e00\u8282":120,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":99,"\u4e0a":107,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":136,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":47,"\u4e0a\u4f20\u65b9\u6cd5":81,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":121,"\u4e0a\u56fe\u4e2d\u7684":119,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":102,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":125,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":47,"\u4e0a\u7f16\u8bd1\u5f88\u6162":106,"\u4e0a\u7f51":102,"\u4e0a\u8fd0\u884c":134,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":94,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":96,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":106,"\u4e0a\u8ff0\u7684":93,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":115,"\u4e0a\u8ff0paddlepaddl":81,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":109,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":109,"\u4e0b":[109,111],"\u4e0b\u4e00\u4e2awheel\u5305\u9700\u8981\u66f4\u65b0\u7248\u672c\u53f7\u624d\u53ef\u4ee5\u4e0a\u4f20":81,"\u4e0b\u4f1a\u770b\u5230\u5982\u4e0b\u76ee\u5f55\u7ed3\u6784":117,"\u4e0b\u540c":94,"\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":115,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":108,"\u4e0b\u56fe\u662fcsr\u5b58\u50a8\u7a00\u758f\u77e9\u9635\u7684\u793a\u610f\u56fe":119,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":33,"\u4e0b\u627e\u5230":117,"\u4e0b\u62c9\u6846\u4e2d\u627e\u5230\u751f\u6210\u76843\u4e2a\u4e8c\u8fdb\u5236\u6587\u4ef6":81,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":104,"\u4e0b\u6587\u4f1a\u8be6\u7ec6\u8fdb\u884c\u4ecb\u7ecd":119,"\u4e0b\u6587\u4f7f\u7528":125,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":124,"\u4e0b\u6587\u8be6\u7ec6\u89e3\u91ca":119,"\u4e0b\u6b21":102,"\u4e0b\u7684":[120,125],"\u4e0b\u8868\u5217\u51fa\u4e86python\u7aef\u8bad\u7ec3\u63a5\u53e3\u66b4\u9732\u7684\u6570\u636e\u7c7b\u578b":119,"\u4e0b\u8f7d":47,"\u4e0b\u8f7d\u5230\u672c\u5730":47,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":124,"\u4e0b\u8f7d\u5f97\u5230":81,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":96,"\u4e0b\u8f7dgpu\u7248\u672c":96,"\u4e0b\u9762":120,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":115,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":109,"\u4e0b\u9762\u4ee5":121,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":109,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":110,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":65,"\u4e0b\u9762\u5217\u51fa\u4e86":105,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":108,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":125,"\u4e0b\u9762\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u6570\u636e\u5230docker":124,"\u4e0b\u9762\u662f":109,"\u4e0b\u9762\u662f\u5bf9":109,"\u4e0b\u9762\u662fc":120,"\u4e0b\u9762\u7684\u4ee3\u7801\u5c06\u968f\u673a\u751f\u6210\u7684\u77e9\u9635\u8f6c\u5316\u4e3a\u53ef\u4ee5\u88abpaddlepaddle\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570":94,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u4ecegithub\u62c9\u53d6\u6700\u65b0\u4ee3\u7801":117,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u4e00\u4e2a\u9ad8\u5ea6\u4e3a1":119,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u4e00\u4e2acpu\u4e0a\u7684\u4e8c\u503c\u7a00\u758f\u77e9\u9635":119,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u521b\u5efa\u4e86\u542b\u6709\u4e09\u4e2a\u5143\u7d20":119,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5728\u521b\u5efa\u4e86\u4e00\u4e2acpu\u4e0a\u7684\u5e26\u5143\u7d20\u503c\u7684\u7a00\u758f\u77e9\u9635":119,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":108,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":109,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":108,"\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":99,"\u4e0b\u9762\u8be6\u7ec6\u89e3\u91ca\u4ec0\u4e48\u662f":119,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":101,"\u4e0d":102,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":47,"\u4e0d\u4ec5\u8981\u63d0\u4f9b\u6bcf\u4e00\u4e2a\u5916\u5c42\u5e8f\u5217\u5728\u6574\u4e2a":119,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":106,"\u4e0d\u4f1a\u518d\u4ece":92,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":106,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":64,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":108,"\u4e0d\u4f7f\u7528c":64,"\u4e0d\u4f7f\u7528swig":64,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":109,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":109,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":109,"\u4e0d\u53ef\u4ee5\u66f4\u6539":81,"\u4e0d\u53ef\u518d\u8fdb\u884c\u62c6\u5206":119,"\u4e0d\u540c":61,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":93,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":109,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":130,"\u4e0d\u540c\u5e8f\u5217\u53ef\u80fd\u4f1a\u542b\u6709\u4e0d\u540c\u6570\u76ee\u4e2a\u5143\u7d20":119,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":105,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":64,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":92,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":125,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":99,"\u4e0d\u540c\u8ba1\u7b97\u5c42\u5bf9\u7a7a\u8f93\u5165\u7684\u5904\u7406\u7b56\u7565\u6709\u53ef\u80fd\u4e0d\u540c":119,"\u4e0d\u540c\u8bbe\u5907":109,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":64,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":104,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":104,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":102,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":110,"\u4e0d\u5728":65,"\u4e0d\u5bb9\u6613\u51fa\u9519":47,"\u4e0d\u5c11":102,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":64,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":64,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":104,"\u4e0d\u6307\u5b9a\u65f6":104,"\u4e0d\u652f\u6301":119,"\u4e0d\u652f\u6301\u5e8f\u5217\u957f\u5ea6\u4e3a":119,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":99,"\u4e0d\u662f\u771f\u6b63\u7684layer":93,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":93,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":64,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":107,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":33,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":109,"\u4e0d\u80fd\u592a\u968f\u610f":107,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":107,"\u4e0d\u8981\u5728\u6ce8\u91cd\u6027\u80fd\u7684\u8bad\u7ec3\u573a\u666f\u4e0b\u4f7f\u7528":92,"\u4e0d\u8bba\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u5728\u5185\u5b58\u4e2d\u5360\u7528\u591a\u5c11\u5b9e\u9645\u5b58\u50a8\u7a7a\u95f4":119,"\u4e0d\u8bba\u6570\u636e\u57df\u662f":119,"\u4e0d\u8bba\u662f\u4e00\u7ef4\u6574\u578b\u6570\u7ec4\u8fd8\u662f\u4e8c\u7ef4\u6d6e\u70b9\u6570\u77e9\u9635":119,"\u4e0d\u8bba\u662f\u5355\u5c42\u5e8f\u5217\u8fd8\u662f\u53cc\u5c42\u5e8f\u5217\u7684\u5e8f\u5217\u4fe1\u606f":119,"\u4e0d\u8fc7":102,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":106,"\u4e0d\u8fdc":102,"\u4e0d\u9519":102,"\u4e0d\u9700\u5728\u4f7f\u7528c":120,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":106,"\u4e0d\u9700\u8981\u63d0\u4f9b\u5143\u7d20\u503c":119,"\u4e0d\u9700\u8981\u8bbe\u7f6e":134,"\u4e0e":[61,109,114,125],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":47,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":61,"\u4e0e\u5176\u5b83":120,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":81,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":102,"\u4e0e\u53ef\u80fd\u6709\u7684":81,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":121,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":114,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":94,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":122,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":125,"\u4e0e\u8c03\u4f18":114,"\u4e0e\u8f93\u5165\u4e0d\u540c\u7684\u662f":120,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":92,"\u4e0ebatch":60,"\u4e0ejob":125,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":109,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":109,"\u4e0epython\u4e0d\u540c":114,"\u4e14":102,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":107,"\u4e14\u4f7f\u7528":117,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":64,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":114,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":99,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":102,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":65,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":64,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":64,"\u4e24":102,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":111,"\u4e24\u4e2a\u5d4c\u5957\u7684":104,"\u4e24\u4e2a\u64cd\u4f5c":115,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":102,"\u4e24\u4e2a\u90e8\u5206":111,"\u4e24\u4e2a\u9690\u5c42\u7684\u7b80\u5355\u5168\u8fde\u63a5\u7f51\u7edc":120,"\u4e24\u6b21":119,"\u4e24\u79cd\u5e38\u7528\u7684\u6a21\u578b\u52a0\u8f7d\u65b9\u5f0f":120,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":92,"\u4e24\u79cdblas\u5e93":95,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":92,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":81,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":92,"\u4e2a\u6027\u5316\u63a8\u8350":81,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":130,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":130,"\u4e2d":[60,61,64,65,92,108,109,110,114,119,125],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":107,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":121,"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":61,"\u4e2d\u4f20\u5165\u53c2\u6570":121,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":121,"\u4e2d\u5143\u7d20\u4e2a\u6570\u603b\u662f\u7b49\u4e8e\u884c\u6570":119,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":92,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":102,"\u4e2d\u5199\u5165json\u5185\u5bb9":32,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":136,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":134,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":134,"\u4e2d\u5305\u542bc":[134,136],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":107,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":107,"\u4e2d\u542b\u6709\u591a\u4e2a\u5e8f\u5217":119,"\u4e2d\u5b8c\u5168\u4e00\u81f4":64,"\u4e2d\u5b9a\u4e49":105,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":104,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":61,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":65,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":60,"\u4e2d\u5f15\u5165\u7684":60,"\u4e2d\u6253\u5370\u5176\u503c":92,"\u4e2d\u6307\u5b9a":130,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":132,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":61,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":110,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":95,"\u4e2d\u64cd\u4f5c":119,"\u4e2d\u6587\u6587\u6863":111,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":111,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":102,"\u4e2d\u6839\u636e":60,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":92,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":125,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":130,"\u4e2d\u6dfb\u52a0":60,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":61,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":109,"\u4e2d\u7528\u4e8e\u5b58\u50a8\u6570\u636e\u7684":120,"\u4e2d\u7684":[110,120],"\u4e2d\u7684\u4e00\u884c":107,"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":121,"\u4e2d\u7684\u504f\u79fb":119,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":107,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":81,"\u4e2d\u7684\u76f8\u5173\u811a\u672c":120,"\u4e2d\u7684\u8d77\u59cb\u504f\u79fb":119,"\u4e2d\u83b7\u53d6":125,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":122,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":108,"\u4e2d\u8c03\u7528":109,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":33,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":105,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":92,"\u4e3a":[60,61,105,109,119,134,135,136],"\u4e3a\u4e86\u4f7f":109,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":107,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":108,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":96,"\u4e3a\u4e86\u51cf\u5c11\u751f\u6210\u94fe\u63a5\u5e93\u7684\u5927\u5c0f\u628a":117,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":108,"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":61,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":47,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":106,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":104,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":107,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":65,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":61,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":60,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":114,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":134,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":115,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[134,135],"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":61,"\u4e3a\u4ec0\u4e48\u7528":106,"\u4e3a\u4f7f\u7528c":120,"\u4e3a\u4f8b":[93,109],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":109,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":94,"\u4e3a\u5b83\u4eec\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f\u5c06\u53d8\u6210\u5e8f\u5217\u8f93\u5165":119,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":96,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":115,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":122,"\u4e3a\u6b64":124,"\u4e3a\u6bcf\u4e00\u4e2a":[119,120],"\u4e3a\u6bcf\u4e00\u4e2a\u8f93\u5165":[119,120],"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":109,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":108,"\u4e3aconst\u51fd\u6570":109,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":108,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":130,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":47,"\u4e3b\u8981\u5305\u62ec":61,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":61,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":99,"\u4e3b\u8981\u539f\u56e0":102,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":92,"\u4e3b\u8981\u7528\u4e8epython":109,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":61,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":94,"\u4e3e\u4f8b":92,"\u4e3e\u4f8b\u8bf4\u660e":102,"\u4e4b\u524d":107,"\u4e4b\u540e":[99,108],"\u4e4b\u540e\u4f7f\u7528":108,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":108,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":111,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":108,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":95,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":65,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":106,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":104,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":108,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":114,"\u4e58\u9664\u7b49\u65f6\u5019":92,"\u4e5f":102,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":64,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":104,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":65,"\u4e5f\u4e0d\u751f\u6210":65,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":93,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":106,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":107,"\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u955c\u50cf":81,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":111,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":104,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":121,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":111,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":115,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":125,"\u4e5f\u53ef\u5199\u6210":109,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":135,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":134,"\u4e5f\u5c31\u662f":107,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":106,"\u4e5f\u5c31\u662f\u7a7a\u8f93\u5165":119,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":107,"\u4e5f\u5c31\u662f\u8bf4":[119,130,132],"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":61,"\u4e5f\u5c31\u662fpaddlepaddle\u4e2d\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":119,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":125,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":115,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":102,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":104,"\u4e5f\u6ca1\u7528":89,"\u4e66\u5199":64,"\u4e7e":102,"\u4e86":[102,106],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":114,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":115,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":105,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":105,"\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":119,"\u4e8c\u7ef4\u6d6e\u70b9\u6570\u77e9\u9635":119,"\u4e8c\u7ef4\u77e9\u9635":120,"\u4e8c\u7ef4\u77e9\u9635\u53ef\u4ee5\u8868\u793a\u884c\u5411\u91cf\u548c\u5217\u5411\u91cf":119,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":102,"\u4e8e\u662f":119,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":114,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":114,"\u4e94\u661f\u7ea7":102,"\u4ea4\u4e92\u7684\u65b9\u6cd5":114,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":134,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":134,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":134,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":135,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":135,"\u4ea4\u53c9\u7f16\u8bd1raspberri":136,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":134,"\u4ea4\u901a":102,"\u4ea4\u901a\u4fbf\u5229":102,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[134,135],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":96,"\u4eba\u8138\u8bc6\u522b":33,"\u4ec0\u4e48\u662f":106,"\u4ec5\u4ec5\u4f7f\u7528":64,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":61,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":108,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":108,"\u4ec5\u652f\u6301\u6574\u578b\u503c":119,"\u4ec5\u7528\u4e8e\u5b58\u50a8\u6574\u578b\u503c":120,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":125,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":134,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":121,"\u4ece":[81,90,115],"\u4ece0\u5230num":130,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":121,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":104,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":115,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":94,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":102,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":135,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":134,"\u4ece\u6e90\u7801\u7f16\u8bd1":97,"\u4ece\u78c1\u76d8\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":120,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":32,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":108,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":90,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":60,"\u4ece\u8bed\u4e49\u4e0a\u770b":104,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":121,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":102,"\u4ececmake":134,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":32,"\u4ecestart":130,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":107,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":65,"\u4ed6\u4eec\u5206\u522b\u662f":102,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":106,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":102,"\u4ed6\u662f\u5c06":65,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":64,"\u4ee3\u66ff":125,"\u4ee3\u7801\u4e2d9":102,"\u4ee3\u7801\u53c2\u8003":121,"\u4ee3\u7801\u5982\u4e0b":[92,93,94,105],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":107,"\u4ee3\u7801\u7247\u6bb5\u5982\u4e0b":119,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":64,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":114,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":[109,120],"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":125,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":61,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":33,"\u4ee3\u8868shard\u7684index":33,"\u4ee5":93,"\u4ee5\u4e0a":[107,134],"\u4ee5\u4e0a\u4e24\u79cd\u65b9\u5f0f\u53ea\u9700\u9009\u62e9\u5176\u4e00\u5373\u53ef":120,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":33,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":33,"\u4ee5\u4e0b":33,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":105,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":106,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":96,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":126,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":107,"\u4ee5\u4e0b\u7b80\u79f0rnn":60,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":96,"\u4ee5\u4f7f\u7528":134,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":94,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":47,"\u4ee5\u4fbf\u83b7\u5f97\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u548c\u83b7\u53d6\u73af\u5883\u53d8\u91cf\u914d\u7f6e":121,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":108,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":108,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":106,"\u4ee5\u53ca":[60,106,108,119],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":105,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":106,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":101,"\u4ee5\u53ca\u5982\u4f55\u89e3\u6790\u795e\u7ecf\u7f51\u7edc\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u7ed3\u679c":119,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":136,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":109,"\u4ee5\u53ca\u7b2c\u4e09\u65b9\u4f9d\u8d56\u94fe\u63a5\u5e93\u548c\u5934\u6587\u4ef6":117,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":104,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":108,"\u4ee5\u53caandroid":134,"\u4ee5\u53cagcc":95,"\u4ee5\u53canumpi":33,"\u4ee5\u53carelu":108,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":134,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":135,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":61,"\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":[134,135,136],"\u4ee5\u793a\u533a\u5206":[60,61],"\u4ee5\u8f93\u51fa":92,"\u4ee5\u9017\u53f7\u95f4\u9694":130,"\u4ee5\u907f\u514d\u94fe\u63a5\u4e0d\u5fc5\u8981\u7684\u5e93":117,"\u4ee5eigentensor\u4e3a\u4f8b":110,"\u4ee5embedding\u5c42\u4e3a\u4f8b":94,"\u4ee5lstm\u4e3a\u4f8b":93,"\u4ef7\u683c":102,"\u4efb\u4f55\u65f6\u5019\u5982\u679c\u9700\u8981\u6d6e\u70b9\u578b\u6570\u7ec4":119,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":122,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":121,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":102,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":32,"\u4f18\u5316\u524d":60,"\u4f18\u5316\u540e":60,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":108,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":114,"\u4f1a\u4ee5":[60,61],"\u4f1a\u4f7f\u7528":120,"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":60,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":61,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":125,"\u4f1a\u5171\u4eab\u53c2\u6570":94,"\u4f1a\u5173\u8054\u53c2\u6570":93,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":121,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":130,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":102,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":125,"\u4f1a\u5728":[61,111],"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":111,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":61,"\u4f1a\u5927\u4e0d\u76f8\u540c":121,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":92,"\u4f1a\u5bf9\u8bad\u7ec3\u6027\u80fd\u9020\u6210\u5f71\u54cd":92,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":104,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":64,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":104,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":92,"\u4f1a\u5f15\u5165":61,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":104,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":114,"\u4f1a\u628a\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u5206\u522b\u5206\u5272\u6210\u591a\u4e2a\u6587\u4ef6":121,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":61,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":92,"\u4f1a\u62a5\u9519":104,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":61,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":60,"\u4f1a\u72ec\u7acb\u62e5\u6709\u4e00\u4efd\u8bad\u7ec3\u597d\u7684\u6a21\u578b":120,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":114,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":64,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":108,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":61,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":107,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":95,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":61,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":125,"\u4f1a\u88ab":121,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":104,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":33,"\u4f1a\u901a\u8fc7\u5224\u6570\u636e\u662f\u5426\u9644\u5e26\u6709\u5e8f\u5217\u4fe1\u606f\u6765\u5224\u65ad\u4e00\u4e2a\u5411\u91cf":119,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":107,"\u4f20\u5165":33,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":94,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":130,"\u4f46":65,"\u4f46\u4e0d\u66b4\u9732":65,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":108,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":130,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":102,"\u4f46\u53ef\u4ee5\u83b7\u53d6":92,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":102,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":104,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":95,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":81,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":102,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":92,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":81,"\u4f46\u662f":[92,102],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":65,"\u4f46\u662f\u5728mkl":61,"\u4f46\u662f\u5728paddlepaddle\u4e2d":61,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":129,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":102,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":121,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":107,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":61,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":132,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":61,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":92,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":106,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":64,"\u4f46\u662f\u8c03\u8bd5python\u4e2d\u4f7f\u7528\u7684\u52a8\u6001\u94fe\u63a5\u5e93\u4e0e\u76f4\u63a5\u8c03\u8bd5\u539f\u59cb\u4e8c\u8fdb\u5236\u76f8\u6bd4\u589e\u52a0\u4e86\u5f88\u591a\u590d\u6742\u5ea6":114,"\u4f46\u662fbatch":92,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":99,"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":99,"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":98,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":109,"\u4f46eigen":110,"\u4f4d\u7f6e":102,"\u4f4f":102,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":102,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":105,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":109,"\u4f5c\u4e3a\u53c2\u6570\u7684id":94,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":61,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":33,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":104,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":64,"\u4f5c\u4e3a\u7edf\u8ba1\u7684\u57fa\u672c\u5355\u4f4d":119,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":95,"\u4f5c\u4e3a\u8c03\u7528":120,"\u4f5c\u4e3a\u8f93\u5165":119,"\u4f5c\u4e3a\u8f93\u51fa":105,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":102,"\u4f5c\u7528":101,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":132,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":111,"\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":108,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":132,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":108,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":108,"\u4f7f\u4e4b\u53d8\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8f93\u5165":119,"\u4f7f\u4e4b\u53d8\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":119,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":89,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":108,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":121,"\u4f7f\u7528":[61,65,81,92,93,94,102,104,105,108,114,115,117,119,120,130,134],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":132,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":132,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":132,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":132,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":108,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":92,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":124,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":33,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":111,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":94,"\u4f7f\u7528\u4ee5\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":99,"\u4f7f\u7528\u52a8\u6001\u5e93":64,"\u4f7f\u7528\u53c2\u6570":[95,121],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":32,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":134,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":92,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":92,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":105,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":114,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":125,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":124,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":109,"\u4f7f\u7528\u6587\u6863":109,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":92,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":65,"\u4f7f\u7528\u6848\u4f8b":131,"\u4f7f\u7528\u6d41\u7a0b":118,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":121,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":61,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":65,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":130,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":104,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":130,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":130,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":94,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":32,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":[102,120],"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":108,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":64,"\u4f7f\u7528c":[65,117],"\u4f7f\u7528c99\u505a\u63a5\u53e3":64,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":64,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":64,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":130,"\u4f7f\u7528cmake\u7684\u8bdd":114,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":132,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":132,"\u4f7f\u7528docker":96,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":96,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":97,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":106,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":111,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":95,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":134,"\u4f7f\u7528init":132,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":102,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":102,"\u4f7f\u7528model":132,"\u4f7f\u7528openblas\u7684\u955c\u50cf":96,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":134,"\u4f7f\u7528paddlepaddl":[117,120],"\u4f7f\u7528pip\u5b89\u88c5":97,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":130,"\u4f7f\u7528regress":81,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":64,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":64,"\u4f7f\u7528void":64,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":94,"\u4f86":102,"\u4f8b\u5982":[33,64,65,81,92,93,95,99,102,105,108,115,119,125,129,130,132],"\u4f8b\u5982\u4e0b\u56fe\u4e2d":114,"\u4f8b\u5982\u4e0b\u9762\u4ee3\u7801":92,"\u4f8b\u5982\u4e5f\u53ef\u5728\u7a0b\u5e8f\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u518d\u52a0\u8f7d\u53e6\u5916\u4e00\u4e2a\u6a21\u578b":120,"\u4f8b\u5982\u4f7f\u7528":92,"\u4f8b\u5982\u542b\u6709\u591a\u4e2a\u901a\u9053\u7684\u56fe\u7247":119,"\u4f8b\u5982\u5728deepspeech2":60,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":64,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":64,"\u4f8b\u5982\u5bf9\u4e8epython":64,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":102,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":102,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":102,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":92,"\u4f8b\u5982c":64,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":64,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":125,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":64,"\u4f8b\u5982python\u7684":64,"\u4f8b\u5982rnn":60,"\u4f8b\u5982sigmoid":108,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":121,"\u4f8b\u5b50\u4e2d\u662f":108,"\u4f8b\u5b50\u4e2d\u662f0":108,"\u4f8b\u5b50\u4e2d\u662f100":108,"\u4f8b\u5b50\u4e2d\u662f4096":108,"\u4f8b\u5b50\u4e2d\u662f8192":108,"\u4f8b\u5b50\u4e2d\u662ffc":108,"\u4f8b\u5b50\u4e2d\u662fsoftmax":108,"\u4f9bpaddlepaddle\u52a0\u8f7d":130,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":109,"\u4f9d\u6b21\u7c7b\u63a8":81,"\u4f9d\u8d56":[95,98],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":96,"\u4f9d\u8d56libpython2":95,"\u4fbf\u5229":102,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":102,"\u4fbf\u5b9c":102,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":64,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":130,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":94,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":130,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":130,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":107,"\u4fdd\u8bc1\u4f7f\u7528gpu\u8bad\u7ec3\u65f6\u4e5f\u53ef\u4ee5\u83b7\u5f97":92,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":122,"\u4fe1\u606f":119,"\u4fee\u590d\u6240\u6709bug\u540e":81,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":81,"\u4fee\u6539":[61,81,124],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":124,"\u4fee\u6539\u6210":81,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":115,"\u4fee\u6539\u6587\u6863":112,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[102,107],"\u503c\u5f97\u6df1\u5165\u5206\u6790":115,"\u503c\u7c7b\u578b":132,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":94,"\u5047\u8bbe":108,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":96,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":108,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":92,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":108,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":110,"\u505a\u53ea\u8bfb\u6302\u8f7d":33,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":81,"\u505a\u63a5\u53e3":64,"\u505a\u68af\u5ea6\u68c0\u6d4b":109,"\u505a\u68c0\u67e5":109,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":32,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":130,"\u505c\u7535":102,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":114,"\u5143\u7d20":101,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u5e8f\u5217\u6240\u643a\u5e26\u7684\u91cd\u8981\u4fe1\u606f":119,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":101,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":60,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":61,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":114,"\u5148\u5378\u8f7d\u4e4b\u524d\u7684\u7248\u672c":95,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":60,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":65,"\u5148\u627e\u51fa\u53c2\u6570":93,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":89,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":114,"\u514b\u9686\u4e0b\u9762":136,"\u5168\u5bb6":102,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":108,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":108,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":108,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":108,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":108,"\u516c\u5f0f":96,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":109,"\u5171\u4eab\u5185\u5b58":61,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":60,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":109,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":125,"\u5173\u4e8e\u4ec0\u4e48\u662f":119,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":109,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":102,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":107,"\u5173\u4e8eavx":96,"\u5173\u4e8eeigen":110,"\u5173\u4e8elstm":93,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":125,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":99,"\u5173\u4e8eunbound":104,"\u5173\u952e\u8bcd\u5305\u62ec":107,"\u5176\u4e2d":[64,81,92,94,99,105,108,114,134,136],"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":121,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":135,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":135,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":135,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":101,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":130,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":130,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":99,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":110,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":106,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":92,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":92,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":65,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":132,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":81,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":95,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[134,135],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":105,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":108,"\u5176\u547d\u4ee4\u5982\u4e0b":114,"\u5176\u5b83\u53ef\u9009\u7f16\u8bd1\u9009\u9879\u6309\u9700\u8fdb\u884c\u8bbe\u5b9a":117,"\u5176\u5b83layer\u7684\u8f93\u51fa":104,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":92,"\u5176\u6b21":102,"\u5176\u8bf4\u660e\u5982\u4e0b":102,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":60,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":105,"\u5176name\u7531\u53c2\u6570":93,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[65,92],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":106,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":65,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[92,108],"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":61,"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":104,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[60,61],"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":115,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":89,"\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b":89,"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":61,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":89,"\u5177\u4f53\u8bf7\u53c2\u8003":[65,107],"\u5177\u4f53\u8bf7\u89c1":107,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":102,"\u5185":105,"\u5185\u5b58":115,"\u5185\u5b58\u4e0d\u8db3":90,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":130,"\u5185\u5bb9":109,"\u5185\u5bb9\u5982\u4e0b":124,"\u5185\u5c42\u5e8f\u5217\u5728":119,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":102,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":125,"\u5185\u7f6e\u7684":120,"\u5185\u90e8":[120,125],"\u5185\u90e8\u5b58\u50a8":61,"\u5185\u90e8\u7531":[119,120],"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":64,"\u518d\u4ee5":109,"\u518d\u505a\u4e00\u5b9a\u7684reshap":93,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":94,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":64,"\u518d\u57fa\u4e8e":81,"\u518d\u5b89\u88c5":[89,98],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":102,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":102,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":102,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":121,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":114,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":60,"\u518d\u6307\u5b9a":95,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":114,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":115,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":114,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":108,"\u518d\u901a\u8fc7\u51fd\u6570":125,"\u518d\u91cd\u65b0\u5b89\u88c5":95,"\u5199\u4ee3\u7801":64,"\u5199\u5165\u5feb\u7167\u6570\u636e":32,"\u5199\u5165\u6587\u4ef6\u4e2d":120,"\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":108,"\u5199\u7684":114,"\u51c6\u5907":102,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":121,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":126,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":121,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b\u548c":120,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b\u90e8\u5206":120,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":92,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":92,"\u51cf\u5c0fbatch":92,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":121,"\u51fa\u53bb\u73a9":102,"\u51fa\u5dee":102,"\u51fa\u6765":102,"\u51fa\u73b0":89,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":94,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":93,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[89,98],"\u51fd\u6570":[60,61,105,108,114,115,119],"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":109,"\u51fd\u6570\u5047\u8bbe":105,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":115,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":33,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":104,"\u51fd\u6570\u540d":114,"\u51fd\u6570\u540d\u4e3a":65,"\u51fd\u6570\u547d\u540d":64,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":109,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":114,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":108,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":108,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":104,"\u51fd\u6570\u603b\u65f6\u95f4":114,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":108,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":115,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":108,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":108,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":114,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":114,"\u51fd\u6570\u80fd\u591f\u5c06\u4f7f\u7528":120,"\u51fd\u6570\u91cc\u5b9e\u73b0":109,"\u5206\u4e3a":120,"\u5206\u522b\u4e3a\u6570\u636e\u8f93\u5165\u6dfb\u52a0\u5916\u5c42\u5e8f\u5217\u548c\u5185\u5c42\u5e8f\u5217\u7684\u5e8f\u5217\u4fe1\u606f":119,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":104,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":61,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":102,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":104,"\u5206\u522b\u5bf9\u5e94capi":81,"\u5206\u522b\u662f":101,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":105,"\u5206\u522b\u662fsentences\u548clabel":102,"\u5206\u522b\u662fwords\u548clabel":102,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":108,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":102,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":32,"\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u901a\u5e38\u4f1a\u901a\u8fc7api\u6216\u8005\u73af\u5883\u53d8\u91cf\u63d0\u4f9b\u4efb\u52a1\u8fd0\u884c\u9700\u8981\u7684\u53c2\u6570":121,"\u5206\u5e03\u5f0f\u8bad\u7ec3":112,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":121,"\u5206\u652f":[81,107],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":81,"\u5206\u652f\u4e0a":107,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":107,"\u5206\u652f\u4e2d":81,"\u5206\u652f\u4e3a\u5f00\u53d1":81,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":81,"\u5206\u652f\u4e3a\u7a33\u5b9a":81,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":81,"\u5206\u652f\u5408\u5165":81,"\u5206\u652f\u5408\u5165master\u5206\u652f":81,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":81,"\u5206\u652f\u540d":107,"\u5206\u652f\u540d\u4e3a":81,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":81,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":81,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":109,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":81,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":81,"\u5206\u652f\u89c4\u8303":107,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":115,"\u5206\u7247":32,"\u5206\u7c7b\u4efb\u52a1\u4e2d\u7c7b\u522b\u6807\u7b7e":119,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":130,"\u5207\u6362\u5230":107,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":107,"\u5217\u5143\u7d20\u6392\u5217\u6210\u7684\u77e9\u5f62\u9635\u5217":119,"\u5217\u540d":114,"\u5217\u8868\u5982\u4e0b":99,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":108,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":95,"\u5219\u4f7f\u7528":135,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":130,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":32,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":130,"\u5219\u53ef\u8bbe\u7f6e":[134,135,136],"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":121,"\u5219\u5ffd\u7565":32,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":130,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":32,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":115,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":130,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":65,"\u5219\u8bbe\u7f6e\u6210":[134,136],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":92,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":135,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":32,"\u5219\u9700\u8981\u5728\u672c\u673a\u5b89\u88c5\u4e0b\u9762\u7ae0\u8282\u5217\u51fa\u7684":95,"\u5219\u9700\u8981\u624b\u52a8\u62f7\u8d1d\u5c5e\u4e8e\u6bcf\u4e2atrainer\u8282\u70b9\u7684\u8bad\u7ec3\u6570\u636e\u5230\u5bf9\u5e94\u7684\u8282\u70b9\u4e0a":121,"\u521b\u5efa":[61,119,120],"\u521b\u5efa\u4e00\u4e2a":100,"\u521b\u5efa\u4e00\u4e2akubernet":125,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":107,"\u521b\u5efa\u6210\u529f\u540e":125,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":126,"\u521b\u5efa\u7a00\u758f\u77e9\u9635\u65f6\u9700\u8981\u663e\u793a\u5730\u6307\u5b9a\u77e9\u9635\u7684":119,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":108,"\u521d\u59cb\u5316\u6743\u91cd\u8868":108,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":130,"\u521d\u59cb\u5316\u7236\u7c7b":108,"\u521d\u59cb\u5316biases_":108,"\u521d\u59cb\u72b6\u6001":104,"\u5220\u9664":107,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":32,"\u5224\u65ad\u662f\u5426\u5b89\u88c5\u6210\u529f":135,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":92,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":92,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":104,"\u5229\u843d":102,"\u522b\u4eba\u5e2e\u4e86\u5fd9":107,"\u522b\u5fd8\u4e86":106,"\u5230":[32,89,105],"\u5230\u6307\u5b9a\u6587\u4ef6\u4e2d":120,"\u5230\u672c\u5730":107,"\u5230\u6b64":109,"\u5230\u7b2c\u4e8c\u6b65":81,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":125,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":125,"\u5237\u7259":102,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":125,"\u524d\u53f0":102,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":60,"\u524d\u5411\u4f20\u64ad":108,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":108,"\u524d\u5411\u548c\u540e\u5411":108,"\u524d\u5411\u8ba1\u7b97\u4e4b\u540epaddlepaddle\u5185\u90e8\u5df2\u7ecf\u5206\u914d":120,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":109,"\u524d\u8005\u5728":92,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":109,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":92,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":109,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":107,"\u524d\u9700\u8981\u5b89\u88c5":114,"\u524d\u9988":121,"\u529f\u80fd":47,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":81,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":108,"\u52a0\u5165":115,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":105,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":105,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":94,"\u52a0\u8f7d\u6a21\u578b\u53ef\u5176\u5b83\u591a\u79cd\u65b9\u5f0f":120,"\u52a0\u8f7d\u6a21\u578b\u9700\u540c\u65f6\u6307\u5b9a":120,"\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":120,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":94,"\u52a0\u8f7dtest":130,"\u52a0\u901f\u7f16\u8bd1":95,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":92,"\u52a8\u6001\u5e93":[64,117],"\u52a9\u624b":108,"\u5305":114,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":65,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":95,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":121,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":121,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":114,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":109,"\u5305\u62ec":[33,60,61,117,121,130],"\u5305\u62ec\u4e86\u7f16\u8bd1\u51fa\u7684paddlepaddle\u5934\u6587\u4ef6\u548c\u94fe\u63a5\u5e93":117,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":92,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":32,"\u5305\u62ec\u751f\u6210cpu":95,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":99,"\u5305\u62ecbool":132,"\u5305\u62eclinux":134,"\u5305\u62ecmkl":61,"\u5305\u7684\u65b9\u6cd5\u662f":89,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":102,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":102,"\u5341\u4e00":102,"\u534e\u6da6\u4e07\u5bb6":102,"\u534f\u540c\u5b8c\u6210releas":81,"\u5355\u4e2a\u503c":33,"\u5355\u4f4d\u662fmb":130,"\u5355\u5143\u6d4b\u8bd5":[106,110],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":89,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":109,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":106,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":129,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":102,"\u5355\u53cc\u5c42rnn":103,"\u5355\u5c42":104,"\u5355\u5c42\u4e0d\u7b49\u957frnn":102,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":102,"\u5355\u5c42\u5e8f\u5217":[101,119],"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":101,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":101,"\u5355\u5c42\u6216\u53cc\u5c42":101,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":102,"\u5355\u5c42rnn":[102,104],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":102,"\u5355\u673acpu\u8bad\u7ec3":92,"\u5355\u673agpu\u8bad\u7ec3":92,"\u5355\u6b65\u51fd\u6570":105,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":105,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":105,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":105,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":109,"\u5355\u70b9\u6545\u969c":32,"\u5355\u7eaf\u7684":114,"\u5355\u8fdb\u5355\u51fa":104,"\u5360\u7528\u4e8617":114,"\u536b\u751f":102,"\u5373":[65,92,93,109,111,125],"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":102,"\u5373\u4e0b\u8f7d\u5931\u8d25":89,"\u5373\u4e0d\u5141\u8bb8\u5728":109,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":102,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":102,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":102,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":102,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":102,"\u5373\u4e8c\u7ef4\u6570\u7ec4":102,"\u5373\u4f7f\u7528":[65,93],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":65,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":130,"\u5373\u4f7fc":65,"\u5373\u4f8b\u5982":65,"\u5373\u4fbf\u662f":106,"\u5373\u4fbf\u8bbe\u7f6e":89,"\u5373\u4fbfpaddl":65,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":104,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":105,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":102,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":104,"\u5373\u53ef":107,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":92,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":134,"\u5373\u53ef\u5728":136,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":98,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":96,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":114,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":114,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":102,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":92,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":99,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":65,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":102,"\u5373\u5c06nchw\u8f6c\u6362\u6210nhwc":93,"\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":102,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":110,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":104,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":102,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":101,"\u5373\u6574\u6570\u6570\u7ec4":102,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":102,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":102,"\u5373\u66b4\u9732":65,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":102,"\u5373\u7f51\u5361\u540d":125,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":61,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":92,"\u5373\u8bbe\u7f6e":92,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":96,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":64,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":94,"\u5373input":104,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":102,"\u5378\u8f7dpaddlepaddle\u5305":89,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":110,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":102,"\u539f\u56e0":[89,107],"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":89,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":107,"\u539f\u6765\u7684\u65b9\u6848":61,"\u53bb\u8fc7":102,"\u53c2\u6570":[2,3,4,5,6,7,9,10,11,14,17,18,19,20,22,25,64,92,106,108,120,125,129],"\u53c2\u6570\u4e3a":109,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":94,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":121,"\u53c2\u6570\u670d\u52a1\u5668":[121,129],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":121,"\u53c2\u6570\u670d\u52a1\u5668\u4e5f\u4e0d\u4f1a\u7b49\u5f85\u8ba1\u7b97\u8282\u70b9\u5168\u90e8\u90fd\u63d0\u4ea4\u68af\u5ea6\u4e4b\u540e\u624d\u5f00\u59cb\u4e0b\u4e00\u6b65":121,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":121,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":130,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":130,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":130,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":130,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":130,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":92,"\u53c2\u6570\u6982\u8ff0":131,"\u53c2\u6570\u7684\u4e2a\u6570\u548c\u53c2\u6570\u5217\u8868":120,"\u53c2\u6570\u7684\u89e3\u6790":125,"\u53c2\u6570\u8bbe\u7f6e":91,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":102,"\u53c2\u6570\u8bf4\u660e":121,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":96,"\u53c2\u6570\u8f93\u5165":92,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":105,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":107,"\u53c2\u8003":[47,64,96],"\u53c2\u8003\u4e0b\u56fe":81,"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":115,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":102,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":121,"\u53c2\u8003\u955c\u50cf\u7684":125,"\u53c8":102,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":61,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":101,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":92,"\u53ca":108,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":105,"\u53cc\u5411\u9a8c\u8bc1":47,"\u53cc\u5c42":104,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":102,"\u53cc\u5c42\u5e8f\u5217":[101,119],"\u53cc\u5c42\u5e8f\u5217\u5728\u5904\u7406\u957f\u5e8f\u5217\u7684\u4efb\u52a1\u6216\u662f\u6784\u5efa\u5c42\u7ea7\u6a21\u578b\u65f6\u4f1a\u53d1\u6325\u4f5c\u7528":119,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":101,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":102,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":101,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":104,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":101,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":101,"\u53cc\u5c42\u5e8f\u5217\u9700\u8981\u8bbe\u7f6e\u5206\u522b\u4e3a\u5916\u5c42\u5e8f\u5217\u548c\u5185\u5c42\u5e8f\u5217\u5206\u522b\u8bbe\u7f6e":119,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":101,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":102,"\u53cc\u5c42rnn":104,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":102,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":102,"\u53cc\u8fdb\u5355\u51fa":104,"\u53cc\u8fdb\u53cc\u51fa":104,"\u53cd\u5411\u4f20\u64ad":108,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":108,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":109,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":109,"\u53cd\u5411op\u7c7b":109,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":109,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":109,"\u53d1\u578b\u7248":81,"\u53d1\u5e03\u5230dockerhub":81,"\u53d1\u5e03docker\u955c\u50cf\u53ea\u9700\u8981\u5bf9\u81ea\u52a8push\u7684\u955c\u50cf\u6253\u4e0a":81,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":92,"\u53d1\u884c\u548c\u7ef4\u62a4":107,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":130,"\u53d6\u503c\u76f8\u540c\u7684layer":93,"\u53d6\u5176\u4e2d\u4e00\u4e2a\u6a21\u578bparams_pass_90":99,"\u53d6\u51b3\u4e8e":109,"\u53d8\u6362\u77e9\u9635":108,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":61,"\u53e3\u5934":102,"\u53e5\u5b50\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":119,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":136,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":115,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":92,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":132,"\u53e6\u5916":[102,106],"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":98,"\u53ea\u4f5c\u4e3aread":104,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":130,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":95,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":32,"\u53ea\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":120,"\u53ea\u5c06\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":120,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":102,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":65,"\u53ea\u6709":102,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":97,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":130,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":104,"\u53ea\u7559\u4e0b\u6838\u5fc3\u8ba1\u7b97\u5c42":120,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":93,"\u53ea\u80fd\u6309\u884c\u8ba1\u7b97":93,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":132,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":93,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":64,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":102,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":92,"\u53ea\u8bfbmemory\u8f93\u5165":104,"\u53ea\u9488\u5bf9\u5185\u5b58":92,"\u53ea\u9700\u4e2d\u65ad":122,"\u53ea\u9700\u5728\u7f16\u8bd1\u65f6\u9700\u914d\u5236\u4e0b\u9762\u8fd9\u4e9b\u7f16\u8bd1\u9009\u9879":117,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":122,"\u53ea\u9700\u8981":105,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":32,"\u53ea\u9700\u8981\u8bbe\u7f6e\u884c\u504f\u79fb":119,"\u53ea\u9700\u8981\u94fe\u63a5":117,"\u53ea\u9700\u8fdb\u884c\u524d\u5411\u8ba1\u7b97\u800c\u65e0\u9700\u8c03\u7528\u53cd\u5411\u8ba1\u7b97":120,"\u53ef\u4ee5":[81,96,102,107,111],"\u53ef\u4ee5\u4ece":96,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":98,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":94,"\u53ef\u4ee5\u4f7f\u7528":[94,120,121],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":98,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":94,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":94,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":130,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":125,"\u53ef\u4ee5\u5148\u4f7f\u7528":93,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":32,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":92,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":124,"\u53ef\u4ee5\u521b\u5efa\u975e":109,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":96,"\u53ef\u4ee5\u53c2\u8003":[96,102,105,106,107],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":90,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":99,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":110,"\u53ef\u4ee5\u542b\u6709\u4e00\u6761\u6216\u591a\u6761\u6837\u672c":119,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":115,"\u53ef\u4ee5\u5728":[95,122],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":64,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":125,"\u53ef\u4ee5\u5728\u6b64\u9875\u9762\u7684":81,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":107,"\u53ef\u4ee5\u5728event_handler\u4e2d":92,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":121,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":110,"\u53ef\u4ee5\u5c06cmake":114,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":104,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":109,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":96,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":115,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":106,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":96,"\u53ef\u4ee5\u6267\u884c":[89,98],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":111,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":95,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":106,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":33,"\u53ef\u4ee5\u6307\u5b9a\u540c\u65f6\u6267\u884cgpu\u4e0a\u7684\u5355\u5143\u6d4b\u8bd5":95,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":102,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":95,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":95,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[101,104],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":104,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":121,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":108,"\u53ef\u4ee5\u662f\u6574\u578b":119,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":104,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":114,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":104,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":130,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":32,"\u53ef\u4ee5\u67e5\u770b":125,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":124,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":132,"\u53ef\u4ee5\u7528":[47,106],"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":33,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":107,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":115,"\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884c":120,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":101,"\u53ef\u4ee5\u770b\u51fa":121,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":114,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":115,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":81,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":92,"\u53ef\u4ee5\u8054\u7cfbop":90,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":90,"\u53ef\u4ee5\u83b7\u53d6\u7f51\u7edc\u4e2d\u5b9a\u4e49\u7684\u4efb\u610f\u591a\u4e2a":120,"\u53ef\u4ee5\u88c5\u7684\u662f":106,"\u53ef\u4ee5\u8bbe\u7f6e":[114,134,135,136],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":93,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":110,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":99,"\u53ef\u4ee5\u8fd0\u884c":121,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":95,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":132,"\u53ef\u4ee5\u901a\u8fc7":107,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":105,"\u53ef\u4ee5\u901a\u8fc7\u5728":92,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":96,"\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u8f93\u51fa\u6765\u5b8c\u6210\u81ea\u5b9a\u4e49\u7684\u8bc4\u4f30\u6307\u6807\u8ba1\u7b97\u7b49\u529f\u80fd":92,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":32,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":114,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[89,98],"\u53ef\u53c2\u8003":120,"\u53ef\u5728":117,"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":135,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":135,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":132,"\u53ef\u76f4\u63a5\u8fd0\u884c":120,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":125,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":32,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":92,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":94,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":115,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":106,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":109,"\u53ef\u8bbe\u7f6e":[134,135],"\u53ef\u8bbe\u7f6e\u4e3a":135,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":135,"\u53ef\u9009":[95,108,120,121],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":95,"\u53ef\u9009\u914d\u7f6e\u9009\u9879":117,"\u53ef\u914d\u7f6e\u4e3a":117,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":93,"\u53f3\u4fa7\u7684":81,"\u5403":102,"\u5403\u996d":102,"\u5404\u65b9\u9762":102,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":60,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":109,"\u5408":102,"\u5408\u5e76\u5165\u4e00\u4e2a\u6587\u4ef6":120,"\u5408\u5e76\u6a21\u578b\u6587\u4ef6":120,"\u5408\u7406":102,"\u540c\u4e00\u6b21\u524d\u5411":60,"\u540c\u65f6":[60,61,89,92,115],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":95,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":92,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":107,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":104,"\u540c\u65f6\u4f1a\u5f00\u542fintel":61,"\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":115,"\u540c\u65f6\u518d\u5c06":81,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":61,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":92,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":94,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":106,"\u540c\u65f6\u63d0\u8d77":81,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":61,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":132,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":92,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":92,"\u540c\u6837":99,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":130,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":104,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":109,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":130,"\u540c\u7406":109,"\u540d\u5b57\u4fee\u9970":64,"\u540e":[94,95,107,125,134,135,136],"\u540e\u5411":60,"\u540e\u5411\u4f20\u64ad":108,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":108,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":60,"\u540e\u7f00\u4e3a":121,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":92,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":92,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":109,"\u540e\u8005\u7ee7\u627f\u81ea":109,"\u540e\u9988":121,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":32,"\u5411\u91cf":119,"\u5411\u91cfenable_parallel_vector":129,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":81,"\u5417":106,"\u5426\u5219":[109,134,136],"\u5426\u5219\u4f1a\u628a":107,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":130,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":130,"\u5426\u5219\u4f7f\u7528gpu":132,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":105,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":64,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":122,"\u542b\u4e49":114,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":108,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":108,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":108,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":32,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":122,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":125,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":130,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":130,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":126,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":130,"\u5440":102,"\u5468\u56f4":102,"\u547d\u4ee4\u4e3a":[89,124],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":124,"\u547d\u4ee4\u5220\u9664":[134,135,136],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":95,"\u547d\u4ee4\u65f6":134,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":106,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":106,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":106,"\u547d\u4ee4\u884c\u4e2d\u7684":114,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":95,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":122,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":106,"\u547d\u540d\u4e3a":107,"\u547d\u540d\u89c4\u8303":109,"\u547d\u540d\u8bf7\u9075\u5b88":109,"\u548c":[33,60,61,64,65,81,92,93,94,95,102,105,106,107,108,109,110,111,114,115,117,119,121,122,132,134,136],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":102,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":99,"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":109,"\u548c\u4e2d\u6587\u6587\u6863":111,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":92,"\u548c\u504f\u7f6e\u5411\u91cf":108,"\u548c\u5185\u5b58":106,"\u548c\u5217\u53f7":119,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":101,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":114,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":101,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":121,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":105,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":106,"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":61,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":102,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":33,"\u548c\u90e8\u5206layer":104,"\u548cpool":101,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":121,"\u54c1\u8d28":102,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":32,"\u54ea\u4e9b\u4e0d\u662f":102,"\u5546\u52a1":102,"\u554a":102,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":99,"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":108,"\u56e0\u4e3a\u53c2\u6570":132,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":105,"\u56e0\u4e3a\u5b83\u6bd4":105,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":125,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":106,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":106,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":114,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":32,"\u56e0\u4e3ac":114,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":89,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":64,"\u56e0\u6b64":[60,102,104,108,134],"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":102,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":110,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":110,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":102,"\u56e0\u6b64\u5f53":134,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":108,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":129,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":89,"\u56fe1":[119,120],"\u56fe2":119,"\u56fe\u50cf\u5206\u7c7b":81,"\u56fe\u8868":96,"\u5728":[60,61,65,81,101,102,105,106,107,109,114,119,120,121,135],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":32,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":124,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":108,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":121,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":114,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":130,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":33,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":102,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":109,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":124,"\u5728\u4e4b\u540e\u7684":92,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":96,"\u5728\u4efb\u610f\u65f6\u95f4\u67d0\u4e00\u53f0\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u4fdd\u5b58\u7684\u53c2\u6570\u53ef\u80fd\u6bd4\u53e6\u4e00\u53f0\u8981\u66f4\u65b0":121,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":121,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":121,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":121,"\u5728\u4f7f\u7528\u65f6":93,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":99,"\u5728\u4f7f\u7528c":117,"\u5728\u4f7f\u7528paddlepaddl":117,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":81,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":108,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":110,"\u5728\u51c6\u5907\u53d1\u8d77":107,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":32,"\u5728\u51fd\u6570":125,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":130,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":130,"\u5728\u521b\u5efaparameters\u540e":94,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":102,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":130,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":130,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":102,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":92,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":102,"\u5728\u542f\u52a8job\u4e4b\u524d":125,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":114,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":107,"\u5728\u56fe\u50cf\u4efb\u52a1\u4e2d":93,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":130,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":121,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":99,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":99,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":61,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":65,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":93,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":96,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":125,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":125,"\u5728\u5bf9\u5e94\u7684":60,"\u5728\u5c42\u4e2d\u6307\u5b9a":132,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":60,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":104,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":33,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":32,"\u5728\u5f02\u6b65sgd\u4e2d":121,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":65,"\u5728\u5f53\u524d":92,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":108,"\u5728\u5f97\u5230":125,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":32,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":32,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":105,"\u5728\u6267\u884c\u65f6":110,"\u5728\u63d0\u4ea4":107,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":99,"\u5728\u65e0\u7279\u6b8a\u9700\u6c42\u60c5\u51b5\u4e0b":117,"\u5728\u6709\u666e\u901a\u7684cpu":61,"\u5728\u672c\u4f8b\u4e2d":[102,107,132],"\u5728\u672c\u6559\u7a0b\u4e2d":105,"\u5728\u672c\u6587\u6863\u4e2d":47,"\u5728\u672c\u793a\u4f8b\u4e2d":102,"\u5728\u672c\u8282\u4e2d":105,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":33,"\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b":92,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":130,"\u5728\u6837\u4f8b\u4e2d":65,"\u5728\u6b64":[129,132],"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":105,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":102,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":105,"\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":125,"\u5728\u6d4b\u8bd5\u9636\u6bb5":130,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":107,"\u5728\u751f\u6210\u65f6":105,"\u5728\u7528\u6237\u4f7f\u7528c":65,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":94,"\u5728\u76f8\u5e94layer\u7684":93,"\u5728\u795e\u7ecf\u7f51\u7edc\u4e2d\u7b49\u4e8e\u4e00\u6b21\u9884\u6d4b\u5904\u7406\u7684\u6837\u672c\u6570":119,"\u5728\u7a0b\u5e8f\u5b9e\u73b0\u4e2d\u90fd\u4f1a\u8f6c\u5316\u4e3a\u4e8c\u7ef4\u77e9\u9635":119,"\u5728\u7b2c\u4e8c\u4e2atab":81,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":121,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":33,"\u5728\u7ec4\u5408\u65f6":99,"\u5728\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u8f93\u5165":120,"\u5728\u7ec4\u7ec7\u795e\u7ecf\u7f51\u7edc\u8f93\u5165\u65f6":119,"\u5728\u7ec8\u7aef\u6267\u884c":120,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[134,136],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":108,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":101,"\u5728\u8bad\u7ec3\u4e2d":105,"\u5728\u8bad\u7ec3\u4e4b\u524d":125,"\u5728\u8bad\u7ec3\u65f6":124,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":61,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":125,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":130,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u53c2\u6570\u7684\u6743\u91cd\u548c\u68af\u5ea6":92,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u67d0\u4e00\u4e2alayer\u7684output":92,"\u5728\u8bbe\u7f6e":[134,135,136],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":81,"\u5728\u8be5\u793a\u4f8b\u4e2d":94,"\u5728\u8be5\u914d\u7f6e\u76847":102,"\u5728\u8c03\u7528":120,"\u5728\u8c03\u7528c":120,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":115,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":104,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":114,"\u5728\u8fd0\u884c\u65f6\u5c06\u795e\u7ecf\u7f51\u7edc\u7684\u591a\u4e2a\u53ef\u5b66\u4e60\u53c2\u6570\u653e\u5728\u540c\u4e00\u4e2a\u76ee\u5f55\u4e2d":120,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":110,"\u5728\u8fd9\u4e2a":81,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[108,124],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":102,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":64,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":115,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":105,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":81,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":65,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":65,"\u5728\u8fd9\u4e9blayer\u4e2d":102,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":110,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":110,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[105,108],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":104,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":124,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":125,"\u5728\u8fd9\u91cc":104,"\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":108,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":110,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":110,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":121,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":99,"\u5728\u91c7\u7528sgd":94,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":61,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":60,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":132,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":92,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":134,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":134,"\u5728batch":60,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":89,"\u5728c":[64,119],"\u5728c\u7684\u5934\u6587\u4ef6":64,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[134,135],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":95,"\u5728eigen\u4e2d":110,"\u5728ios\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":135,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":135,"\u5728main":114,"\u5728packing\u4e0a\u7684\u8017\u65f6":60,"\u5728paddl":125,"\u5728paddle\u4e2d":132,"\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":33,"\u5728paddlepaddl":119,"\u5728paddlepaddle\u4e2d":[99,104],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":93,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":93,"\u5728paddlepaddle\u5185\u90e8":[119,120],"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":102,"\u5728paramet":32,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":109,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":60,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":104,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":104,"\u5728trainer":132,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":121,"\u5730\u6bb5":102,"\u5730\u7406\u4f4d\u7f6e":102,"\u5730\u94c1\u7ad9":102,"\u5747\u4f1a\u5b58\u653e\u4e8e":117,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":65,"\u5747\u5300\u5206\u5e03":94,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":130,"\u5747\u662f\u5728":65,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":102,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":102,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":104,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":47,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":[100,120],"\u57fa\u7840\u4e0a":119,"\u57fa\u7c7b":109,"\u586b\u5199":107,"\u589e\u52a0":109,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":124,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":109,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":132,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":108,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":115,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":104,"\u5907\u6ce8":115,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":115,"\u5916\u5c42\u5e8f\u5217\u5728":119,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":102,"\u5916\u5c42outer_step\u4e2d":102,"\u5916\u90e8\u5b58\u50a8":61,"\u591a\u4e2a":120,"\u591a\u4e2a\u503c":33,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":92,"\u591a\u4e2a\u6392\u6210\u4e00\u5217\u7684\u5143\u7d20":119,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":92,"\u591a\u4e2aip\u4f7f\u7528":121,"\u591a\u4e2aparamet":32,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":104,"\u591a\u673a\u8bad\u7ec3":92,"\u591a\u6b21\u8c03\u7528":60,"\u591a\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1":120,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":104,"\u5927\u4e8e\u7b49\u4e8e\u4e00\u4e2a":120,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":108,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":108,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":108,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":64,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":106,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":96,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":92,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":106,"\u5927\u90e8\u5206":114,"\u5929":102,"\u5929\u4e00\u5e7f\u573a":102,"\u5929\u4e00\u9601":102,"\u5934\u4fe1\u606f\u4e2d":94,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":108,"\u5934\u6587\u4ef6\u5982\u4e0b":108,"\u597d":102,"\u597d\u5403":102,"\u5982":[105,107,109,132],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":110,"\u5982\u4e0b":121,"\u5982\u4e0b\u56fe\u6240\u793a":[102,115],"\u5982\u4e0b\u6240\u793a":132,"\u5982\u4f55\u8d21\u732e":112,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":112,"\u5982\u56fe\u4e2dtrainer":32,"\u5982\u6709":109,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":108,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":32,"\u5982\u679c\u4e0d\u4e3a0":130,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":121,"\u5982\u679c\u4e0d\u4f7f\u7528docker":95,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":95,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":111,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":114,"\u5982\u679c\u4e0d\u6536\u655b":94,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":61,"\u5982\u679c\u4e3a0":130,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":95,"\u5982\u679c\u4e3afals":130,"\u5982\u679c\u4e3atrue":130,"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":95,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":107,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":98,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":130,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":105,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":132,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":130,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":135,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[134,136],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":105,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":108,"\u5982\u679c\u4f7f\u7528":120,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":95,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":95,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":64,"\u5982\u679c\u5173\u95edmkl":95,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":89,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":92,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":90,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":121,"\u5982\u679c\u5728\u4f7f\u7528mkl":61,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":98,"\u5982\u679c\u5728\u7f16\u8bd1":117,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":130,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":130,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":130,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":94,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":109,"\u5982\u679c\u5931\u8d25":81,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":61,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":32,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":92,"\u5982\u679c\u5c0f\u4e8e75m":89,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":125,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":32,"\u5982\u679c\u5e0c\u671b\u53ef\u4ee5\u5728\u540e\u53f0\u8fd0\u884cpserver\u7a0b\u5e8f":121,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":90,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":96,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":96,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":95,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":106,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":96,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":115,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":95,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":115,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":115,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":110,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":102,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":115,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":106,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":115,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":92,"\u5982\u679c\u63d0\u793a\u6b63\u786e":111,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":90,"\u5982\u679c\u662f\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":119,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":33,"\u5982\u679c\u662f\u7528\u7f16\u8bd1\u65f6\u6307\u5b9acpu\u7248\u672c":117,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":104,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":104,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":107,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":81,"\u5982\u679c\u672a\u8bbe\u7f6e":130,"\u5982\u679c\u672a\u8bbe\u7f6egpu":132,"\u5982\u679c\u673a\u5668\u4e2d\u5df2\u7ecf\u5b89\u88c5\u8fc7paddlepaddl":95,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":65,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":65,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":65,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":115,"\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":130,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":96,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":104,"\u5982\u679c\u6ca1\u8fc7":107,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":130,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":32,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":106,"\u5982\u679c\u7528\u6237\u4e0d\u9700\u8981\u8bbf\u95eelstm\u7684\u4e2d\u95f4\u53d8\u91cf":93,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":94,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":64,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":106,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":115,"\u5982\u679c\u795e\u7ecf\u7f51\u7edc\u6709\u591a\u4e2a\u8f93\u5165\u6216\u8005\u591a\u4e2a\u8f93\u51fa":[119,120],"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":122,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":89,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[89,98],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[89,98],"\u5982\u679c\u7f16\u8bd1\u65f6\u6307\u5b9a\u7f16\u8bd1cpu\u7248\u672c":117,"\u5982\u679c\u7f16\u8bd1\u65f6\u6307\u5b9a\u7f16\u8bd1gpu\u7248\u672c":117,"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":106,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":108,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":105,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":81,"\u5982\u679c\u8981\u542f\u7528gpu":121,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":107,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":107,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":94,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":94,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":130,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":107,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":64,"\u5982\u679c\u8f93\u5165\u662f\u5e8f\u5217\u6570\u636e":119,"\u5982\u679c\u8f93\u51fa\u662f\u4e00\u4e2a\u5e8f\u5217":119,"\u5982\u679c\u8f93\u51fa\u662fno":96,"\u5982\u679c\u8fd0\u884c":89,"\u5982\u679c\u8fd8\u4e0d\u884c":89,"\u5982\u679c\u9700\u8981":117,"\u5982\u679c\u9700\u8981\u5728c\u7ef4\u5ea6\u8ba1\u7b97softmax":93,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[98,100],"\u5982\u679c\u9700\u8981\u624b\u52a8\u7f16\u8bd1":81,"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":108,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":108,"\u5982\u679c\u9700\u8981\u83b7\u53d6":98,"\u5982\u679ccuda":109,"\u5982\u679clearning_rate\u592a\u5927":94,"\u5982\u679clearning_rate\u592a\u5c0f":94,"\u5982\u679cmkl":61,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":109,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":109,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":89,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":135,"\u5982\u679cparamet":32,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":107,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":92,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":107,"\u5982\u9ad8\u4eae\u90e8\u5206":115,"\u5982train":121,"\u5b50":102,"\u5b50\u53e5":104,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":104,"\u5b50\u76ee\u5f55":106,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":61,"\u5b57\u6bb5\u4e2d":125,"\u5b57\u6bb5\u4e3a\u4f8b":92,"\u5b57\u6bb5\u7684\u53d6\u503c":119,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":125,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":125,"\u5b57\u6bb5\u8bbe\u4e3a":81,"\u5b57\u7b26\u4e32":33,"\u5b58\u50a8":[33,119,120],"\u5b58\u50a8\u6d6e\u70b9\u7c7b\u578b\u8f93\u5165":120,"\u5b58\u50a8\u7684\u538b\u7f29\u6587\u4ef6":120,"\u5b58\u6570\u6570\u636e":119,"\u5b66\u4e60":106,"\u5b66\u4e60\u6210\u672c\u9ad8":64,"\u5b66\u4e60\u7387\u4e3a":94,"\u5b81\u6ce2":102,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":61,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":33,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":108,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":108,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":61,"\u5b83\u53eb\u505a":105,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":122,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":107,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":115,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":108,"\u5b83\u5b9a\u4e49\u4e86":105,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":105,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":122,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":93,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":100,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":108,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":102,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":102,"\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":122,"\u5b83\u7684":105,"\u5b83\u7684\u529f\u80fd\u662f":109,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":101,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":108,"\u5b83\u8868\u793a":106,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":61,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":108,"\u5b89\u6392":102,"\u5b89\u88c5":114,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":100,"\u5b89\u88c5\u540e":96,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":65,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":111,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":111,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[121,135],"\u5b89\u88c5\u5b8c\u6bd5\u540e":114,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":106,"\u5b89\u88c5\u6587\u6863":99,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":121,"\u5b89\u9759":102,"\u5b8c\u6210":107,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":47,"\u5b8c\u6210\u4e0a\u8ff0\u51c6\u5907\u4e4b\u540e":120,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":104,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":125,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":96,"\u5b8c\u6210\u5b89\u88c5":98,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":61,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":61,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":33,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":101,"\u5b8c\u6210\u81ea\u52a8\u5316\u4e8c\u8fdb\u5236\u7f16\u8bd1":81,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":99,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":92,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u67e5\u770b":120,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":94,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":108,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":105,"\u5b98\u65b9\u6587\u6863":95,"\u5b9a\u4e49":61,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":104,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":61,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":104,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":93,"\u5b9a\u4e49\u4f4d\u7f6e":109,"\u5b9a\u4e49\u5728\u5916\u5c42":104,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":130,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":105,"\u5b9a\u4e49\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784":120,"\u5b9a\u4e49\u7c7b\u578b":109,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":105,"\u5b9a\u4e49\u8f93\u5165":109,"\u5b9a\u4e49\u8f93\u51fa":109,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":105,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":105,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":99,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":102,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":61,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":108,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":105,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":108,"\u5b9e\u73b0\u5728":109,"\u5b9e\u73b0\u5bf9":110,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":109,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":108,"\u5b9e\u73b0\u7684":93,"\u5b9e\u73b0\u7b80\u5355":64,"\u5b9e\u73b0\u7ec6\u8282":108,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":108,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":108,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":104,"\u5b9e\u73b0\u8be5\u5c42\u7684c":108,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":93,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":92,"\u5ba2\u6237":102,"\u5bb6":102,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":125,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":134,"\u5bbd\u5ea6":119,"\u5bbd\u5ea6\u4e3a":119,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":92,"\u5bbf\u4e3b\u673a\u7684c":[134,135,136],"\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":115,"\u5bf9":[102,120],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":99,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":99,"\u5bf9\u4e8e":105,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":121,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":121,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":64,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":102,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":106,"\u5bf9\u4e8e\u5355\u5c42rnn":102,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":102,"\u5bf9\u4e8e\u53cc\u5c42rnn":102,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":64,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":102,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":60,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":96,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":64,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":64,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":60,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":114,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":108,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":61,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":121,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":102,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":102,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":60,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":65,"\u5bf9\u4e8e\u6bcf\u79cdc":65,"\u5bf9\u4e8e\u8fd9\u6837\u7684\u9700\u6c42":120,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":105,"\u5bf9\u4e8enchw":93,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":115,"\u5bf9\u4f7f\u7528\u7684\u4e2d\u95f4\u53d8\u91cf\u548c\u8d44\u6e90\u8fdb\u884c\u6e05\u7406\u548c\u91ca\u653e":120,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":108,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":94,"\u5bf9\u53cc\u5c42\u5e8f\u5217\u6765\u8bb2":119,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":107,"\u5bf9\u5e94":135,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":104,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":104,"\u5bf9\u5e94\u4e8e\u8c03\u7528c":119,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":109,"\u5bf9\u5e94\u7740\u4e0a\u6587\u63d0\u5230\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":119,"\u5bf9\u5e94\u7740\u4e0a\u6587\u63d0\u5230\u7684\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":119,"\u5bf9\u63a8\u8350\u914d\u7f6e\u4e2d\u7684\u9009\u9879\u5efa\u8bae\u6309\u7167\u8bbe\u7f6e":117,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":60,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":108,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":108,"\u5bf9\u6bd4":64,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":60,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":60,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":109,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":108,"\u5bf9\u795e\u7ecf\u7f51\u7edc\u6765\u8bf4":119,"\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u5e8f\u5217\u5316":120,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":107,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":107,"\u5bf9\u8c61":94,"\u5bf9\u8c61\u5206\u914d\u7a7a\u95f4":120,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":65,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":104,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":81,"\u5bf9\u9762":102,"\u5bf9sparse_binary_vector\u548csparse_float_vector":99,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":61,"\u5bfb\u627epython\u4e0ec":114,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":65,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":92,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":92,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":92,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":89,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":94,"\u5bfc\u81f4mklml\u5e93\u4e0b\u8f7d\u4e0d\u6210\u529f":89,"\u5c01\u88c5\u4e86":115,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":108,"\u5c06":[81,94,115],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":32,"\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":105,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":121,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":134,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":134,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":130,"\u5c06\u5176\u8bbe\u7f6e\u6210":92,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":102,"\u5c06\u542b\u6709\u5b50\u53e5":104,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u5c06\u56fe\u7247\u5206\u7c7b\u5230":120,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":102,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":130,"\u5c06\u5927\u91cf\u7684":64,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":94,"\u5c06\u5b83\u4eec\u653e\u5728\u540c\u4e00\u76ee\u5f55\u4e2d":120,"\u5c06\u5bf9\u5e94\u6570\u636e\u5c42\u7684\u7ef4\u6570\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5927\u4e8e\u8f93\u5165\u6570\u636e\u7ef4\u6570\u7684\u503c\u7528\u4e8e\u5360\u4f4d\u5373\u53ef":93,"\u5c06\u5e8f\u5217\u5316\u7ed3\u679c\u5199\u5165\u4e00\u4e2a\u6587\u4ef6\u5185":120,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":105,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":114,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":114,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":121,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":81,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":108,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":94,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":107,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":125,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":125,"\u5c06\u7528\u4e8epython":109,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":125,"\u5c06\u7f51\u7edc\u7ed3\u6784\u5b9a\u4e49\u548c\u8bad\u7ec3\u7ed3\u675f\u5b58\u50a8\u4e0b\u6765\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6":120,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":125,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":122,"\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":102,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":107,"\u5c06\u900f\u660e":122,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":92,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":96,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":125,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":81,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":126,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":94,"\u5c06recurr":93,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":61,"\u5c1a\u53ef":102,"\u5c31":102,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":95,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":114,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":96,"\u5c31\u53ef\u4ee5\u6309":106,"\u5c31\u5c06\u8fd9\u4e9b\u5c42\u52a0\u5165\u4e00\u4e2apython":120,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":92,"\u5c31\u662f":102,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":115,"\u5c31\u662fpaddlepaddle\u4e2d\u6240\u6307\u7684":119,"\u5c31\u8fd9\u4e48\u7b80\u5355":96,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":115,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":64,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":96,"\u5c3d\u65e9\u62a5\u9519":109,"\u5c42\u524d\u5411\u8ba1\u7b97\u7684\u7ed3\u679c":120,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":108,"\u5c42\u6b21\u5316\u7684rnn":104,"\u5c42\u7684\u540d\u79f0\u4e0e":105,"\u5c42\u7684\u5927\u5c0f":108,"\u5c42\u7684\u7c7b\u578b":108,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":105,"\u5c45\u7136":102,"\u5c55\u793a\u4e86\u4e00\u4e2a\u542b\u67094\u4e2a\u5e8f\u5217\u7684":119,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":114,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":93,"\u5c5e\u6027":109,"\u5de5\u4f5c\u6a21\u5f0f":130,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":122,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":121,"\u5de5\u5177\u4e0a\u4f20\u5373\u53ef":81,"\u5de5\u5177\u5408\u5e76fat\u5e93":135,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":111,"\u5de5\u5177\u6765\u7ba1\u7406":107,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":111,"\u5de5\u5177\u94fe":134,"\u5de5\u5177\u94fe\u7684android":134,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":114,"\u5df2\u6253\u5f00":107,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":130,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":115,"\u5e0c\u671b\u80fd\u591f\u5c06\u5e8f\u5217\u5316\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u53c2\u6570\u6253\u5305\u8fdb\u4e00\u4e2a\u6587\u4ef6":120,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":109,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":104,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":104,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":101,"\u5e38\u5e38\u51fa\u73b0":89,"\u5e38\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1":119,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[134,135],"\u5e38\u89c1\u7684\u5305\u62ec":114,"\u5e72\u51c0":102,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":32,"\u5e73\u5747\u6545\u969c\u7387":32,"\u5e76\u4e0d\u4fdd\u8bc1":108,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":102,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":125,"\u5e76\u4e0d\u771f\u6b63":[119,120],"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":102,"\u5e76\u4e0d\u96be":106,"\u5e76\u4e14":105,"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":96,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":110,"\u5e76\u4e14\u4f1a\u5199\u597d":61,"\u5e76\u4e14\u4f1a\u6839\u636e":134,"\u5e76\u4e14\u4f7f\u7528":65,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":102,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":132,"\u5e76\u4e14\u5305\u62ecunit":107,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":61,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":92,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":125,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":64,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":99,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":135,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":60,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":106,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":47,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":47,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":89,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":109,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":107,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":64,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":109,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":61,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":107,"\u5e76\u4e14\u8fd0\u884c":106,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":108,"\u5e76\u4e14cpu":109,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":94,"\u5e76\u4f7f\u7528":122,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":121,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":107,"\u5e76\u521b\u5efaoptim":99,"\u5e76\u521d\u59cb\u5316":109,"\u5e76\u5220\u9664":81,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":32,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":32,"\u5e76\u53d1\u5e03\u5230pypi":81,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":98,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":121,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":108,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":105,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":60,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":108,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":93,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":33,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":109,"\u5e76\u5904\u7406\u4e0e\u4e4b\u76f8\u5173\u7684\u6240\u6709\u7ec6\u8282":120,"\u5e76\u5b89\u88c5\u4e86python":89,"\u5e76\u5b89\u88c5\u6700\u65b0":98,"\u5e76\u5b89\u88c5\u6709python2":100,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":121,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":89,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":108,"\u5e76\u5c06":81,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":105,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":93,"\u5e76\u5c06c":65,"\u5e76\u624b\u52a8\u751f\u6210download\u6210\u529f\u6807\u7b7e":89,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":96,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":32,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":61,"\u5e76\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":124,"\u5e76\u66f4\u6362job":90,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":121,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":98,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":64,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":60,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":109,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":109,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":100,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":98,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":136,"\u5e76\u81ea\u52a8\u7f16\u8bd1paddlepaddle\u6240\u9700\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":134,"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":121,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":121,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":33,"\u5e76\u89c2\u5bdf\u7ed3\u679c":115,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":109,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":107,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":99,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":81,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":81,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":109,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":114,"\u5e8a\u4e0a\u7528\u54c1":102,"\u5e8a\u57ab":102,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":101,"\u5e8f\u5217\u4e2d\u7684\u4e00\u4e2a\u5143\u7d20":119,"\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u662f\u8bcd\u8bed":119,"\u5e8f\u5217\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":119,"\u5e8f\u5217\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u662f\u975e\u5e8f\u5217":119,"\u5e8f\u5217\u4fe1\u606f":119,"\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u914d\u7f6e":120,"\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u65f6":120,"\u5e8f\u5217\u5316\u7ed3\u679c\u4f1a\u5199\u5165\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":120,"\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":104,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":101,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":104,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":104,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":101,"\u5e8f\u5217\u8f93\u5165":119,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":92,"\u5e8f\u5217\u8f93\u5165\u793a\u610f\u56fe":119,"\u5e93\u6709\u81ea\u5df1\u72ec\u7acb\u7684\u52a8\u6001\u5e93\u6587\u4ef6":117,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":105,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":105,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":107,"\u5e94\u8be5":102,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":105,"\u5e94\u8be5\u8bf4\u8c22\u8c22":107,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":106,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":94,"\u5e95\u5c42\u8fdb\u7a0b":122,"\u5efa\u7acb\u4e00\u4e2a":107,"\u5efa\u8bae":[81,97,107],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":130,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":65,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":107,"\u5f00\u53d1\u5206\u652f":98,"\u5f00\u53d1\u8005\u4f7f\u7528":106,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":81,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":81,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":81,"\u5f00\u53d1\u955c\u50cf":107,"\u5f00\u53d1\u9884\u6d4b\u5e8f":120,"\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u94fe\u63a5":117,"\u5f00\u542f":95,"\u5f00\u5934":[60,61],"\u5f00\u5934\u7684\u90e8\u5206":121,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":121,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":32,"\u5f00\u59cb\u6807\u8bb0":105,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":121,"\u5f00\u59cb\u9636\u6bb5":115,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":129,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":60,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":65,"\u5f15\u53d1":9,"\u5f15\u5bfc\u5c42":105,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":104,"\u5f39\u51fa\u4e0b\u9762\u7684\u9009\u62e9\u6846":81,"\u5f3a\u70c8\u63a8\u8350":102,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":105,"\u5f53":132,"\u5f53\u4e00\u4e2a":119,"\u5f53\u4e0a\u8ff0\u63a5\u53e3\u7b2c4\u4e2a\u53c2\u6570":119,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":108,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":94,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":105,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":94,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":108,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":102,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":121,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":121,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":121,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":81,"\u5f53\u53ea\u505a\u63a8\u65ad":60,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":130,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":130,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":94,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":94,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":94,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":94,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":94,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":94,"\u5f53\u5f00\u542f":61,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":114,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":125,"\u5f53\u6253\u5f00":61,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":61,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":130,"\u5f53\u6a21\u5f0f\u4e3a":130,"\u5f53\u7136":[96,115],"\u5f53\u7136\u53ef\u4ee5":106,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":61,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":65,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":93,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":61,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":108,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":105,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":130,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":132,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":110,"\u5f53\u975e\u5e8f\u5217\u8f93\u5165\u65f6":119,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":47,"\u5f53n1":92,"\u5f62\u6210recurr":104,"\u5f62\u6210recurrent\u8fde\u63a5":104,"\u5f88":102,"\u5f88\u591a":[102,106],"\u5f88\u5b89\u9759":102,"\u5f88\u5e72\u51c0":102,"\u5f88\u65b9\u4fbf":102,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":115,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":90,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":64,"\u5f97":102,"\u5f97\u4f7f\u7528":64,"\u5f97\u5230\u8f93\u51fa\u503c":109,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":104,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":105,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":105,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":105,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":105,"\u5faa\u73af\u7f51\u7edc\u4ece":105,"\u5fc5\u8981":65,"\u5fc5\u9009":121,"\u5fc5\u987b":108,"\u5fc5\u987b\u5206\u522b\u4e0e":61,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":102,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":104,"\u5fc5\u987b\u6307\u5b9a\u4e3a":120,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":101,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":105,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[134,135],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":135,"\u5fc5\u987b\u914d\u7f6e\u4e3a":[117,136],"\u5fc5\u987b\u914d\u7f6e\u9009\u9879":117,"\u5feb":102,"\u6027\u4ef7\u6bd4":102,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":114,"\u6027\u80fd\u5206\u6790":115,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":115,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":115,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":106,"\u6027\u80fd\u8c03\u4f18":129,"\u6027\u80fdtip":[134,135],"\u603b\u4f53\u6765\u8bf4":102,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":96,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":115,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":98,"\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":115,"\u60a8\u53ef\u4ee5\u5728":96,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":96,"\u60a8\u53ef\u4ee5\u5bfc\u5165":115,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":126,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":115,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":121,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":105,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":115,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":115,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":115,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":115,"\u60c5\u611f\u5206\u6790":81,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":111,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":105,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":130,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":130,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":130,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":130,"\u611f\u89c9":102,"\u6210\u529f\u7f16\u8bd1\u540e":117,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":125,"\u6210\u5458":109,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":121,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":108,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":115,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":65,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":61,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":99,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":108,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":124,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":125,"\u6211\u4eec\u4ee5\u624b\u5199\u6570\u5b57\u8bc6\u522b\u4efb\u52a1\u4e3a\u4f8b\u8fdb\u884c\u4ecb\u7ecd":120,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":61,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":61,"\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e2a\u8bad\u7ec3\u4efb\u52a1\u90fd\u4f1a\u5728\u6bcf\u4e2a\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u7a7a\u95f4":121,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":60,"\u6211\u4eec\u4f1a\u628amkl":61,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[60,61],"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":108,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":108,"\u6211\u4eec\u4f7f\u7528":108,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":99,"\u6211\u4eec\u4f7f\u7528\u4e86":102,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":64,"\u6211\u4eec\u4f7f\u7528paddl":121,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":132,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":110,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":61,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":99,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":124,"\u6211\u4eec\u53ea\u9700\u8981":106,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":102,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":107,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":106,"\u6211\u4eec\u53ef\u4ee5":106,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":114,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":99,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":105,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":60,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":99,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":110,"\u6211\u4eec\u53ef\u4ee5\u5728":107,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":114,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":99,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":99,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":101,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":114,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":104,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":114,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":125,"\u6211\u4eec\u5728":110,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":105,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":105,"\u6211\u4eec\u5c06":125,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":102,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":124,"\u6211\u4eec\u5c06\u4f7f\u7528":105,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":105,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":102,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":129,"\u6211\u4eec\u5c06\u795e\u7ecf\u7f51\u7edc\u4e00\u6b21\u8ba1\u7b97\u63a5\u53d7\u7684\u6240\u6709\u8f93\u5165\u6837\u672c\u79f0\u4e4b\u4e3a\u4e00\u4e2a":119,"\u6211\u4eec\u5c06\u8bad\u7ec3\u7ed3\u675f\u540e\u5b58\u50a8\u4e0b\u6765\u7684\u6a21\u578b\u8f6c\u6362\u6210\u9884\u6d4b\u6a21\u578b":120,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":107,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":105,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":108,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":108,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":93,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":61,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":134,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[96,121],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":95,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":95,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":33,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":96,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":96,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":47,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":102,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":64,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":105,"\u6211\u4eec\u7684":106,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":107,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":102,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":102,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":107,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":101,"\u6211\u4eec\u8ba1\u5212\u5c06":60,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":61,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":47,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":110,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":124,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":105,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":102,"\u6211\u4eec\u9009\u62e9":33,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":109,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":102,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":60,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":125,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":33,"\u6211\u4eec\u9700\u8981":106,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":110,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddlepaddle\u955c\u50cf":124,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":121,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":110,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":108,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":99,"\u6211\u5220\u9664\u4e86":107,"\u6211\u53ef\u4ee5\u7528":106,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":106,"\u6216":[115,119,135],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":101,"\u6216\u4e00\u4e2a\u5411\u91cf":104,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":101,"\u6216\u662f\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u8868\u793a\u8bcd\u8bed\u5728\u5b57\u5178\u4e2d\u7684\u5e8f\u53f7":119,"\u6216\u6700\u5927\u503c":101,"\u6216\u79f0\u4f5cweight":92,"\u6216\u7b2c\u4e00\u4e2a":101,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":101,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":121,"\u6216\u8005":[61,64,65,92,101,102,106,107,109,114,115,119],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[101,104],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":115,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":96,"\u6216\u8005\u53cd\u5411\u5730\u4ece":105,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":121,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":130,"\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":32,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":129,"\u6216\u8005\u5f15\u8d77\u884c\u65f6\u9519\u8bef":119,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":102,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":101,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":115,"\u6216\u8005\u66f4\u65e9":94,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":102,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":33,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":33,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":92,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[134,136],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":92,"\u6216\u8005\u8fd0\u884c":89,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":132,"\u6216activ":61,"\u6216gpu":130,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":92,"\u623f":102,"\u623f\u95f4":102,"\u6240\u4ee5":[61,81,92,96,114],"\u6240\u4ee5\u4e00\u4e2a\u7248\u672c\u53f7\u7684wheel\u5305\u53d1\u5e03\u4e4b\u540e":81,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":61,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":93,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":92,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":124,"\u6240\u4ee5\u5728":61,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":32,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":102,"\u6240\u4ee5\u5bf9":102,"\u6240\u4ee5\u5f00\u53d1\u8005\u9700\u8981\u6839\u636e\u81ea\u5df1\u8bad\u7ec3\u4efb\u52a1\u7684\u5b9e\u9645\u573a\u666f\u5b8c\u6210\u8bad\u7ec3\u6570\u636e\u7684\u5206\u5272\u548c":121,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":115,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":125,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":61,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":98,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":102,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":98,"\u6240\u4ee5\u6574\u4f53\u4e0a":61,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":61,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":47,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":93,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":108,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":61,"\u6240\u4f7f\u7528":135,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":134,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":102,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":65,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":107,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":130,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":122,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":61,"\u6240\u6709\u67b6\u6784":134,"\u6240\u6709\u7684":[60,107,108],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":108,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":65,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":102,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":108,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":108,"\u6240\u6709\u76f8\u5173\u7684":60,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":65,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":108,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":105,"\u6240\u6709mkl":61,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":134,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":136,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":64,"\u624b\u5199\u6570\u5b57\u8bc6\u522b":120,"\u624b\u5199\u6570\u5b57\u8bc6\u522b\u4efb\u52a1\u5b9a\u4e49\u4e86\u4e00\u4e2a\u542b\u6709":120,"\u624b\u52a8\u4e0b\u8f7d\u4e14\u89e3\u538b\u7f29":89,"\u624b\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5":89,"\u624d\u53ef\u4ee5\u5b89\u88c5":98,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":102,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":115,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":61,"\u6253\u5f00":115,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":111,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":65,"\u6267\u884c":[81,100,117,122],"\u6267\u884c\u4e0a\u8ff0":134,"\u6267\u884c\u4e0a\u8ff0\u4ee3\u7801\u751f\u6210makefile\u6587\u4ef6\u540e":117,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":95,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":126,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":98,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":121,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":100,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":109,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":95,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":96,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[134,135,136],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":121,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":105,"\u6267\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u5e76\u7b49\u5f85\u548c\u8ba1\u7b97\u8282\u70b9\u7684\u6570\u636e\u4ea4\u4e92":121,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[134,135,136],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":115,"\u627e\u5230":[95,105,121],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":90,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":115,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":115,"\u628a":[33,108],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":33,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":110,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":106,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":124,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":106,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":105,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":105,"\u62c6\u6210\u4ee5\u4e0a\u4e24\u4e2a\u9759\u6001\u94fe\u63a5\u5e93":117,"\u62c6\u89e3":104,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":102,"\u62f7\u8d1d\u5230numpi":92,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":126,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":126,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":125,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":126,"\u62fc\u63a5":92,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":96,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":121,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":114,"\u6307\u5411\u4e00\u4e2alayer":104,"\u6307\u5b9a":[92,93,104,105],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":130,"\u6307\u5b9a\u4e3a":119,"\u6307\u5b9a\u4f7f\u75282":92,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":109,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":130,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":114,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":109,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":96,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":95,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":109,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":111,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":104,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":92,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":96,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":130,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":102,"\u6307\u5f00\u542fhttp\u670d\u52a1":114,"\u6307\u6d88\u9664\u74f6\u9888":114,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":32,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":130,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":130,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":130,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":130,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":130,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":130,"\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":130,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":130,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":125,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":106,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":93,"\u6309\u7167\u57fa\u672c\u6570\u636e\u7c7b\u578b\u5728paddlepaddle\u5185\u90e8\u7684\u5b9a\u4e49\u548c\u5b9e\u73b0":119,"\u6309\u94ae":[81,107],"\u633a":102,"\u633a\u597d":102,"\u635f\u5931\u51fd\u6570\u5c42":120,"\u6362":102,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":101,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":99,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":99,"\u63a5\u4e0b\u6765":109,"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":115,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":115,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":107,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":107,"\u63a5\u4e0b\u6765\u7b49\u5f85":107,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":109,"\u63a5\u53e3":[64,65,109,110,120],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":110,"\u63a5\u53e3\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u8ba1\u7b97":120,"\u63a5\u53e3\u5bf9\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u53c2\u6570\u8fdb\u884c\u5e8f\u5217\u5316":120,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":65,"\u63a5\u53e3\u662f":33,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":110,"\u63a5\u53e3\u6709\u4e00\u4e2a":92,"\u63a5\u53e3\u7684":92,"\u63a5\u53e3\u8bf4\u660e\u8bf7\u67e5\u770b":119,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":47,"\u63a5\u7740\u7f16\u8bd1\u5373\u53ef":89,"\u63a7\u5236":130,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":61,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":61,"\u63a7\u5236\u7528\u6237\u6743\u9650":33,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":108,"\u63a8\u8350":102,"\u63a8\u8350\u4f7f\u7528\u6b64\u65b9\u5f0f":117,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":95,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":95,"\u63a8\u8350\u8bbe\u7f6e\u4e3a":117,"\u63a8\u8350\u914d\u7f6e\u4e3a":117,"\u63a8\u8350\u914d\u7f6e\u9009\u9879":117,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":107,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":106,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":109,"\u63cf\u8ff0\u95ee\u9898":107,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":111,"\u63d0\u4ea4pull":107,"\u63d0\u4f9b":122,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":47,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":125,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":122,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":114,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":122,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":122,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":47,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":101,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":47,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":33,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":122,"\u63d0\u793a":89,"\u641c\u7d22\u4ee3\u7801\u5e93":111,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":99,"\u64cd\u4f5c":102,"\u64cd\u4f5c\u7cfb\u7edf":[98,106],"\u652f\u6301\u4e24\u79cd\u5e8f\u5217\u7c7b\u578b":119,"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":136,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[103,104],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":47,"\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u96c6\u7fa4\u65b9\u6848":121,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":134,"\u652f\u6301\u7684\u6700\u5c0fandroid":134,"\u652f\u6301\u7ef4\u6570\u53ef\u53d8\u7684\u6570\u636e\u8f93\u5165":93,"\u652f\u6301\u7f16\u8bd1\u5668":134,"\u6539\u53d8\u7ef4\u5ea6\u987a\u5e8f":93,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":125,"\u653e\u5fc3":102,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":102,"\u6548\u679c\u5982\u4e0b":114,"\u6559\u7a0b":96,"\u6570":104,"\u6570\u5b66\u5e93":117,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":104,"\u6570\u636e":[47,119,120],"\u6570\u636e\u4e2d0":94,"\u6570\u636e\u5206\u7247":121,"\u6570\u636e\u63d0\u4f9b\u5668":129,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":64,"\u6570\u636e\u8f93\u5165":[104,119],"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":47,"\u6570\u636e\u96c6":120,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":33,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":33,"\u6570\u76ee":132,"\u6574\u4f53":102,"\u6574\u4f53\u4f7f\u7528\u6d41\u7a0b":120,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":102,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":125,"\u6574\u578b\u6570\u7ec4":119,"\u6574\u6570":108,"\u6574\u6570\u6807\u7b7e":99,"\u6574\u6d01":102,"\u6587\u4ef6":[64,106,107,109,119,124],"\u6587\u4ef6\u4e2d":[109,120,125],"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":109,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":109,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":109,"\u6587\u4ef6\u4e3a":92,"\u6587\u4ef6\u4e4b\u5916":107,"\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":47,"\u6587\u4ef6\u5185\u5bb9\u4e3a":64,"\u6587\u4ef6\u540d":114,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":121,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":32,"\u6587\u4ef6\u547d\u540d\u4ee5":109,"\u6587\u4ef6\u59390":125,"\u6587\u4ef6\u5bf9\u5e94\u7684data":33,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":111,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":47,"\u6587\u4ef6\u7684\u6539\u53d8":107,"\u6587\u4ef6\u7684\u8def\u5f84\u6765\u52a0\u8f7d\u9884\u6d4b\u6a21\u578b":120,"\u6587\u4ef6model":132,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":96,"\u6587\u6863":89,"\u6587\u68631":110,"\u6587\u68632":110,"\u6587\u6863\u8f83\u5c11":110,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":111,"\u6587\u7ae0":125,"\u65b0":102,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":108,"\u65b0\u624b\u5165\u95e8":133,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":81,"\u65b0\u7248\u672c":61,"\u65b9\u4fbf":102,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":97,"\u65b9\u4fbf\u6392\u67e5\u4ee5\u53ca\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898":92,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":81,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":47,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":60,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":61,"\u65b9\u5f0f1":92,"\u65b9\u5f0f2":92,"\u65b9\u5f0f\u5c06\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u53c2\u6570\u5e8f\u5217\u5316\u5230\u4e00\u4e2a\u6587\u4ef6":120,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":61,"\u65b9\u6cd5\u4e00":132,"\u65b9\u6cd5\u4e09":132,"\u65b9\u6cd5\u4e8c":132,"\u65c1\u8fb9":102,"\u65e0":102,"\u65e0\u5ef6\u8fdf":130,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":64,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":33,"\u65e0\u8bba\u662f\u4ece":33,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":33,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":61,"\u65e0\u9700\u5173\u5fc3\u548c\u5904\u7406\u5e8f\u5217\u4fe1\u606f":119,"\u65e0\u9700\u63d0\u4f9b\u975e\u96f6\u5143\u7684\u503c":119,"\u65e0\u9700\u9644\u52a0\u5e8f\u5217\u4fe1\u606f":119,"\u65e0\u9ed8\u8ba4\u503c":[134,136],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":90,"\u65e9\u9910":102,"\u65f6":[32,60,61,92,94,101,105,108,117,119,125,130,134],"\u65f6\u4e00\u8d77\u66f4\u65b0":61,"\u65f6\u4f7f\u7528openblas\u6570\u5b66\u5e93":117,"\u65f6\u5019":102,"\u65f6\u5982\u4f55\u7ec4\u7ec7\u8f93\u5165\u6570\u636e":119,"\u65f6\u6709\u6548":135,"\u65f6\u88ab\u8bad\u7ec3\u7684":108,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":132,"\u65f6\u95f4":102,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":102,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":94,"\u6620\u5c04\u4e3a":106,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":108,"\u662f":[47,61,89,98,102],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":108,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":115,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":115,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":101,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":64,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":115,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":132,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":65,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":108,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":114,"\u662f\u4e00\u4e2aunbound":104,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":99,"\u662f\u4e00\u6b21\u9884\u6d4b\u63a5\u53d7\u7684\u6837\u672c\u6570\u76ee":119,"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":104,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":124,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":64,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":94,"\u662f\u4f7f\u7528mkl\u6570\u5b66\u5e93":117,"\u662f\u504f\u5dee":105,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":65,"\u662f\u5411\u91cf":108,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":95,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":104,"\u662f\u5426\u4f7f\u7528":135,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":95,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":130,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":108,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":134,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[134,135],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":95,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[134,136],"\u662f\u5426\u4f7f\u80fd":135,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":95,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":109,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":121,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":130,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":95,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":130,"\u662f\u5426\u6253\u5f00":60,"\u662f\u5426\u652f\u6301gpu":95,"\u662f\u5426\u663e\u793a":130,"\u662f\u5426\u7a00\u758f":108,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":95,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":95,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":95,"\u662f\u5426\u7f16\u8bd1c":135,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":95,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":95,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":95,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":130,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":106,"\u662f\u56e0\u4e3ac99\u652f\u6301":64,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":105,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":108,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":108,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":47,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":114,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":96,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":101,"\u662f\u6211\u4eec":107,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":114,"\u662f\u6307":65,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":102,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":102,"\u662f\u6570\u636e\u8f93\u5165":105,"\u662f\u6709\u610f\u4e49\u7684":102,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":105,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":106,"\u662f\u7528\u6237\u4f7f\u7528c":65,"\u662f\u7684":106,"\u662f\u77e9\u9635":108,"\u662f\u795e\u7ecf\u7f51\u7edc\u5b9a\u4e49\u65f6":119,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":108,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":108,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":108,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":108,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":108,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":108,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":108,"\u662f\u8f93\u5165":105,"\u662f\u8fd9\u4e00\u7c7b\u7684":93,"\u662f\u8fdb\u884c\u8ba1\u7b97\u7684\u57fa\u672c\u5355\u4f4d":119,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":115,"\u662fc":65,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":104,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":115,"\u662fpaddlepaddle\u4e2d\u5355\u5c42\u5e8f\u5217\u548c\u53cc\u5c42\u5e8f\u5217\u5b58\u50a8\u793a\u610f\u56fe":119,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":104,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":108,"\u662frnn\u72b6\u6001":105,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":60,"\u663e\u7136":114,"\u665a":102,"\u6682\u4e0d\u8003\u8651\u5728\u5185":92,"\u6682\u65e0":98,"\u6682\u65f6\u4e0d\u652f\u6301python3":98,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":32,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":65,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":106,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":89,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":110,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":104,"\u66f4\u5feb":105,"\u66f4\u65b0":89,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":106,"\u66f4\u65b0\u6a21\u5f0f":92,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":111,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":92,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":94,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":100,"\u66f4\u8fdb\u4e00\u6b65":104,"\u66f4\u9ad8":105,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":104,"\u6700":102,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":125,"\u6700\u540e":[96,107,108,121],"\u6700\u540e\u4e00\u4e2a":101,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":99,"\u6700\u540e\u518d\u8c03\u7528mutabl":110,"\u6700\u540e\u5220\u9664":81,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":108,"\u6700\u540e\u8ba1\u7b97softmax":93,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":135,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":130,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":64,"\u6700\u65b0\u7684\u4ee3\u7801":107,"\u6700\u65b0\u7684paddlepaddl":[89,96],"\u6700\u7ec8":108,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":104,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":99,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":104,"\u6708\u6e56":102,"\u6709":102,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[134,135,136],"\u6709\u4e24\u79cd\u65b9\u6cd5":95,"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":108,"\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":108,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":92,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":106,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[134,135],"\u6709\u5173":102,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":134,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":99,"\u6709\u52a9\u4e8e\u5728\u8bad\u7ec3\u65f6\u89c2\u5bdf\u5177\u4f53\u6570\u503c":92,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":122,"\u6709\u591a\u96be":106,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[60,61],"\u6709\u65f6\u5019\u6211\u4eec\u4f1a\u5e0c\u671b\u6e05\u7406\u6389\u5df2\u7ecf\u4e0b\u8f7d\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u4ee5\u53ca\u5df2\u7ecf\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6":106,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":106,"\u6709\u6807\u51c6\u7684":64,"\u6709\u7684\u65f6\u5019":64,"\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":115,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":89,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":114,"\u670d\u52a1":102,"\u670d\u52a1\u5458":102,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":121,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":94,"\u672a\u8bbe\u7f6e":135,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":102,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":81,"\u672c\u5730":[89,98],"\u672c\u5730\u6d4b\u8bd5":129,"\u672c\u5730\u8bad\u7ec3":[119,129],"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":91,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":132,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":109,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":105,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":102,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":106,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":102,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":102,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":125,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528paddlepaddle\u5728\u4e0d\u540c\u7684\u96c6\u7fa4\u6846\u67b6\u4e0b\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":121,"\u672c\u6587\u6863\u5c06\u4ee5linux":134,"\u672c\u6587\u6863\u63cf\u8ff0paddl":65,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":135,"\u672c\u6765":102,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":125,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":125,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":125,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":102,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":102,"\u673a\u5668\u4e0a\u4ee5\u53ca":136,"\u673a\u5668\u7684\u8bbe\u5907":132,"\u673a\u5668\u7ffb\u8bd1":81,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":130,"\u6765":102,"\u6765\u4e3a\u4e00\u4e2a":119,"\u6765\u4ee3\u66ff":107,"\u6765\u4f20\u8f93\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u4e2d\u5b9a\u4e49\u7684\u7f51\u7edc\u7ed3\u6784\u548c\u76f8\u5173\u53c2\u6570":120,"\u6765\u4f7f\u7528dropout":93,"\u6765\u4f7f\u7528dropout\u7684":93,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":32,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":108,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":60,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":115,"\u6765\u521d\u59cb\u5316\u53c2\u6570":94,"\u6765\u542f\u52a8\u548c":106,"\u6765\u5b58\u50a8":119,"\u6765\u5b58\u50a8\u6570\u636e":[119,120],"\u6765\u5b8c\u6210\u524d\u5411\u548c\u53cd\u5411\u8ba1\u7b97":120,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":99,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":105,"\u6765\u5b9e\u73b0":61,"\u6765\u5b9e\u9645\u5b58\u50a8\u6570\u636e":[119,120],"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":102,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[134,135],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":108,"\u6765\u6267\u884c":106,"\u6765\u63cf\u8ff0\u7684":110,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":109,"\u6765\u63cf\u8ff0\u8f93\u5165":119,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":99,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":114,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":114,"\u6765\u6ce8\u518c\u8be5\u5c42":108,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":132,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":106,"\u6765\u7279\u6307":119,"\u6765\u7279\u6307\u8c03\u7528paddlepaddl":120,"\u6765\u7279\u6307paddlepaddl":120,"\u6765\u7279\u6307paddlepaddle\u4e2d\u7684\u4e00\u7ef4\u6574\u578b\u6570\u7ec4":119,"\u6765\u7279\u6307paddlepaddle\u4e2d\u7684\u4e8c\u7ef4\u6d6e\u70b9\u578b\u77e9\u9635":119,"\u6765\u7279\u6307paddlepaddle\u4e2d\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u5c42\u4e00\u4e2a\u8f93\u5165":119,"\u6765\u786e\u4fdd\u628a":64,"\u6765\u786e\u5b9a\u7a00\u758f\u77e9\u9635\u7684\u5185\u5bb9":119,"\u6765\u7f16\u8bd1":106,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":108,"\u6765\u8868\u793a":105,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":105,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":64,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":92,"\u6765\u8ba1\u7b97\u68af\u5ea6":108,"\u6765\u8bb0\u5f55\u8f93\u5165":119,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":102,"\u6765\u8bbe\u7f6e":94,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":33,"\u6765\u8bfb\u53d6\u4e00\u4e2a":119,"\u6765\u8c03\u6574":107,"\u6765\u8c03\u7528":106,"\u6765\u8fd0\u884c\u5305\u62ec":106,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":106,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":115,"\u6765\u8fd0\u884c\u955c\u50cf":96,"\u6765\u8fdb\u884c\u8ba8\u8bba":65,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":92,"\u676f\u5b50":102,"\u6784\u5efa":134,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":134,"\u6784\u5efa\u76ee\u6807\u4e3a":135,"\u6784\u6210\u4e00\u4e2a\u5e8f\u5217":119,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":101,"\u6784\u9020":125,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":109,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":109,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":135,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":135,"\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":102,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":129,"\u67e5\u770b":107,"\u67e5\u770b\u5305\u7684\u5927\u5c0f":89,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":107,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":107,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":107,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":90,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":124,"\u67e5\u770blatest":81,"\u6807\u51c6":98,"\u6807\u51c6\u5dee\u4e3a":94,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":81,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":114,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":114,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":130,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":114,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":114,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":114,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":106,"\u6838\u5fc3\u4ee3\u7801\u7f16\u8bd1\u6210\u94fe\u63a5\u5e93":117,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":134,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":132,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":125,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":130,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":110,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":129,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":130,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":130,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":124,"\u6839\u636eport":121,"\u683c\u5f0f":130,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":61,"\u683c\u5f0f\u5b58\u50a8":119,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":109,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":135,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":135,"\u68af\u5ea6\u4f1a\u5c31\u5730":108,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":121,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":130,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":108,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":130,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":108,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":108,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":32,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":109,"\u697c\u5c42":102,"\u6982\u5ff5\u4e0a":120,"\u6982\u5ff5\u4e0a\u53ef\u4ee5\u5c06":119,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":110,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":92,"\u6a21\u578b\u4e2d\u6240\u6709\u53ef\u5b66\u4e60\u53c2\u6570\u4f1a\u88ab\u5b58\u4e3a\u4e00\u4e2a\u538b\u7f29\u6587\u4ef6":120,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":32,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":32,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":122,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":105,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":105,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":105,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":105,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":99,"\u6a21\u578b\u914d\u7f6e":[0,91],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":64,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":114,"\u6a2a\u5411\u62fc\u63a5":92,"\u6b21":102,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":60,"\u6b22\u8fce\u901a\u8fc7":107,"\u6b63\u5728\u7b49\u5f85\u672a\u5b8c\u6210\u7684\u4efb\u52a1":89,"\u6b63\u5e38\u60c5\u51b5\u4e0b\u662f75m":89,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":89,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":129,"\u6b64\u547d\u4ee4\u5c06\u5728":134,"\u6b64\u5904\u90fd\u4e3a2":102,"\u6b64\u5916":[93,106,107,134],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":114,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":115,"\u6b64\u65b9\u6cd5\u4e0d\u80fd\u83b7\u53d6":92,"\u6b64\u65f6\u53ea\u9700\u8981":106,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":92,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":94,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":61,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":32,"\u6b64\u76ee\u5f55":120,"\u6b64\u793a\u4f8b":120,"\u6b64\u7c7b\u62a5\u9519\u901a\u5e38\u662f\u7531\u4e8e\u67d0\u4e00\u4e2a\u8282\u70b9\u7684\u9519\u8bef\u5bfc\u81f4\u8fd9\u4e2a\u8282\u70b9\u7684\u8bad\u7ec3\u8fdb\u7a0b\u9000\u51fa":90,"\u6b65\u9aa4":92,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":104,"\u6bb5\u843d\u662f\u7531\u53e5\u5b50\u6784\u6210\u7684\u5e8f\u5217":119,"\u6bcf\u4e00\u4e2a":[81,120],"\u6bcf\u4e00\u4e2a\u5916\u5c42\u5e8f\u5217\u53c8\u542b\u6709\u82e5\u5e72\u4e2a\u5185\u5c42\u5e8f\u5217":119,"\u6bcf\u4e00\u4e2a\u5e8f\u5217\u5728\u6574\u4e2a":119,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":33,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":102,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":102,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":122,"\u6bcf\u4e00\u4e2a\u8f93\u5165":[119,120],"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":92,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":114,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":102,"\u6bcf\u4e00\u884c\u5143\u7d20\u5728":119,"\u6bcf\u4e2a":61,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":33,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":101,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u6bcf\u4e2a\u5355\u5c42rnn":104,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":121,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":102,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":105,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":105,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":102,"\u6bcf\u4e2a\u5c42\u5728\u5176":108,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":130,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":104,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":102,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":108,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":102,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":102,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":61,"\u6bcf\u4e2a\u72b6\u6001":104,"\u6bcf\u4e2a\u7ebf\u7a0b":130,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":130,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":130,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":108,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":108,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":121,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":107,"\u6bcf\u4e2adata":33,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":61,"\u6bcf\u4e2aparamet":32,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":125,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":32,"\u6bcf\u4e2atrainer\u542f\u52a8\u540e\u8bfb\u53d6\u5207\u5206\u597d\u7684\u4e00\u90e8\u5206\u6570\u636e":121,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":121,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":121,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":121,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":130,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":132,"\u6bcf\u6279\u6b21":130,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":107,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":107,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":60,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":114,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":33,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":108,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":130,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":130,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":130,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":130,"\u6bcf\u969410\u5206\u949f":32,"\u6bcfdot":130,"\u6bcflog":130,"\u6bcfsave":130,"\u6bcftest":130,"\u6bd4\u5982":[33,61,90,92,96,106,107],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":102,"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":61,"\u6bd4\u5982\u5728":96,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":107,"\u6bd4\u5982\u5c06":81,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":135,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[134,136],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":32,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":33,"\u6bd4\u5982\u8282\u70b9\u7684id":121,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":94,"\u6bd4\u5982cento":98,"\u6bd4\u5982fpe":90,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":107,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":33,"\u6bd4\u5982pil\u5e93\u7b49":121,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":114,"\u6c34\u6e29":102,"\u6c49\u5ead":102,"\u6ca1":102,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":60,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[89,98],"\u6ca1\u6709\u8bbe\u7f6e":[134,136],"\u6ce8":[32,81,96,119],"\u6ce8\u518c":109,"\u6ce8\u518ccpu":109,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[60,61],"\u6ce8\u518cop":109,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":109,"\u6ce8\u610f":[61,92,95,99,105,108,111,114,120,121,125,134,135,136],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":125,"\u6ce8\u610f\u4e8b\u9879":119,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":132,"\u6ce8\u610fnode":125,"\u6ce8\u91ca":109,"\u6cf3\u6c60":102,"\u6d41":102,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":107,"\u6d44":102,"\u6d4b\u8bd5":107,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":61,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":130,"\u6d4b\u8bd5\u662f":107,"\u6d4b\u8bd5\u672c\u6b21release\u7684\u6b63\u786e\u6027":81,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":61,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":132,"\u6d4b\u8bd5model_list":129,"\u6d4b\u8bd5oper":109,"\u6d4b\u8bd5save_dir":129,"\u6d6e\u70b9\u578b\u6570\u636e":33,"\u6d6e\u70b9\u578b\u7a00\u758f\u77e9\u9635":119,"\u6d6e\u70b9\u578b\u7a20\u5bc6\u77e9\u9635":119,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":92,"\u6d6e\u70b9\u6570":119,"\u6d6e\u70b9\u6570\u5411\u91cf\u7b49":119,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":108,"\u6df1\u5165paddlepaddl":61,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":114,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":114,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":105,"\u6dfb\u52a0":60,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":109,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":125,"\u6dfb\u52a0\u5e8f\u5217\u4fe1\u606f":119,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[60,61],"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":109,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":109,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":109,"\u6e05\u7406":106,"\u6e05\u7406\u548c\u7ed3\u675f":120,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":89,"\u6e29\u99a8":102,"\u6e90\u4ee3\u7801\u683c\u5f0f":107,"\u6e90\u5e8f\u5217":105,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":106,"\u6f5c\u5728\u4f1a\u5f15\u8d77\u672a\u5b9a\u4e49\u884c\u4e3a":119,"\u6fc0\u6d3b":108,"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":61,"\u6fc0\u6d3b\u65b9\u7a0b":108,"\u6fc0\u6d3b\u7684\u7c7b\u578b":108,"\u70b9\u51fb":[81,98],"\u70b9\u51fb\u8fd9\u91cc":111,"\u70ed\u60c5":102,"\u7136\u540e":[115,122],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":121,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":104,"\u7136\u540e\u4f7f\u7528":135,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":110,"\u7136\u540e\u5355\u51fb":107,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":126,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":125,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":102,"\u7136\u540e\u5728\u524d\u5411":60,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":96,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":94,"\u7136\u540e\u5728etcd\u7684":32,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":89,"\u7136\u540e\u5b9a\u4e49":105,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":125,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":93,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":47,"\u7136\u540e\u6240\u6709\u7528":107,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":47,"\u7136\u540e\u6253\u5370\u8f93\u51fa":99,"\u7136\u540e\u6309\u7167\u4e0a\u8ff0\u7684\u65b9\u6cd5":81,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":107,"\u7136\u540e\u70b9\u51fb":[81,107],"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":125,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":108,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":125,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":125,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":89,"\u7136\u800c":[105,130],"\u7248\u672c":[95,98,106,135],"\u7248\u672c\u4e3acpu_avx_mkl":96,"\u7248\u672c\u4e3acpu_avx_openbla":[98,100],"\u7248\u672c\u5206\u652f":81,"\u7248\u672c\u53f7":81,"\u7248\u672c\u53f7\u5bf9\u5e94\u7684tag\u5373\u53ef":81,"\u7248\u672c\u53f7rc":81,"\u7248\u672c\u5728":107,"\u7248\u672c\u8bf4\u660e":98,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":81,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":92,"\u7279\u6307":120,"\u7279\u6709\u7684\u8bbe\u5907id":61,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":97,"\u72ec\u7acb\u5de5\u5177\u94fe":134,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":134,"\u73af\u5883\u53d8\u91cf":121,"\u73af\u5883\u53d8\u91cf\u4e2d":117,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":92,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":60,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":64,"\u7406\u89e3":106,"\u7406\u89e3\u4e3a\u4e00\u4e2a\u4e00\u7ef4\u7684\u6574\u578b\u6570\u7ec4":119,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":115,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":33,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":33,"\u751f\u4ea7\u955c\u50cf":107,"\u751f\u6210":125,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":64,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":111,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":105,"\u751f\u6210\u6587\u6863":64,"\u751f\u6210\u7684":33,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":114,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":125,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":92,"\u751f\u6210\u7ed9\u5b9a":33,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":108,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":107,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":114,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":109,"\u751f\u6210api\u6587\u6863":64,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":47,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":114,"\u7528":47,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":108,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":132,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":93,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":130,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":109,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":61,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":121,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":130,"\u7528\u4e8e\u7ba1\u7406mkl":61,"\u7528\u4e8e\u83b7\u53d6\u7279\u5b9alayer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":93,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":105,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":121,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":60,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":61,"\u7528\u4e8emkl":[60,61],"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":105,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":102,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":114,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":33,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":33,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4f7f\u7528paddlepaddle\u63d0\u4f9b\u7684\u5b98\u65b9\u5f00\u53d1\u955c\u50cf":134,"\u7528\u6237\u4eceapp":135,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":104,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":111,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":134,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":111,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":65,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":33,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":65,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":130,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":132,"\u7528\u6237\u53ef\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":134,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":95,"\u7528\u6237\u53ef\u5c06":134,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":135,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":134,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":134,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":134,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":93,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":89,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":33,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":94,"\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":125,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":89,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":47,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[134,135,136],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[93,94],"\u7528\u6237\u901a\u8fc7c":65,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":132,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[134,136],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":89,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":134,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":106,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":108,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":114,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":125,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":97,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":114,"\u7531":[93,104,119],"\u7531\u4e8e":117,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":60,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":102,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":32,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":102,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":108,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":32,"\u7531\u4e8earm64\u67b6\u6784\u8981\u6c42android":134,"\u7531\u4e8ec":64,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":47,"\u7531\u4e8eeigen":110,"\u7531\u4e8emkl":61,"\u7531\u4e8epypi":81,"\u7531\u4e8estep":104,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":110,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":61,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":101,"\u7531\u94fe\u63a5\u65b9\u5f0f\u51b3\u5b9a":117,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":47,"\u7535\u8111":102,"\u767b\u5f55\u5230head\u8282\u70b9":126,"\u7684":[98,102,106,107,110,119,120,122,125,135],"\u7684\u4e00\u4e2a\u5b50\u96c6":61,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":104,"\u7684\u4e3a0":130,"\u7684\u4efb\u4e00\u4e00\u79cd":92,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":110,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":101,"\u7684\u4fe1\u606f":61,"\u7684\u503c":[134,135,136],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":134,"\u7684\u504f\u7f6e\u5411\u91cf":108,"\u7684\u5171\u4eab\u5df2\u7ecf\u52a0\u8f7d\u7684\u9884\u6d4b\u6a21\u578b":120,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":109,"\u7684\u5185\u5b58":92,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":125,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":115,"\u7684\u522b\u540d":[1,2,4],"\u7684\u5355\u5143\u6d4b\u8bd5":109,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":61,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":130,"\u7684\u53d8\u6362\u77e9\u9635":108,"\u7684\u540d\u79f0\u76f8\u540c":105,"\u7684\u5411\u91cf":108,"\u7684\u542f\u52a8\u53c2\u6570":125,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":125,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":114,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":64,"\u7684\u5730\u65b9":107,"\u7684\u5747\u5300\u5206\u5e03":94,"\u7684\u57fa\u672c\u903b\u8f91":61,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":121,"\u7684\u5934\u6587\u4ef6":64,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":61,"\u7684\u5b9e\u73b0":109,"\u7684\u5de5\u4f5c\u6d41\u7a0b\u5982\u56fe1\u6240\u793a":120,"\u7684\u5e73\u5747\u503c":101,"\u7684\u5e8f\u5217":119,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":102,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":107,"\u7684\u5f00\u53d1\u6d41\u7a0b":106,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":109,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":114,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":114,"\u7684\u6027\u80fd\u6709\u95ee\u9898":114,"\u7684\u60c5\u51b5\u4e0b":60,"\u7684\u63a5\u53e3\u6837\u5f0f":64,"\u7684\u63a5\u53e3\u8bf7\u67e5\u770b":119,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":107,"\u7684\u64cd\u4f5c":110,"\u7684\u6570\u636e\u6d41\u56fe":33,"\u7684\u6570\u76ee\u4e00\u81f4":101,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":107,"\u7684\u65b9\u7a0b":108,"\u7684\u65f6\u5019":61,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":92,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":102,"\u7684\u6700\u5c0f\u503c":130,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":107,"\u7684\u6784\u9020\u51fd\u6570":109,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":105,"\u7684\u6837\u5f0f":107,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":104,"\u7684\u6839\u76ee\u5f55":135,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":61,"\u7684\u683c\u5f0f\u5b58\u50a8":61,"\u7684\u6982\u5ff5":61,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":104,"\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":124,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":107,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":64,"\u7684\u7248\u672c":[81,106,136],"\u7684\u72b6\u6001":104,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":134,"\u7684\u77e9\u9635":[92,108],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":108,"\u7684\u7a20\u5bc6\u77e9\u9635":119,"\u7684\u7a20\u5bc6\u77e9\u9635\u662f\u4e00\u4e2a\u7531":119,"\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":120,"\u7684\u7b2ci\u4e2a\u503c":108,"\u7684\u7b2cj\u4e2a\u503c":108,"\u7684\u7cfb\u7edf":106,"\u7684\u7ed3\u679c":60,"\u7684\u7f16\u5199":121,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":134,"\u7684\u7f29\u5199":47,"\u7684\u7f51\u7edc\u6a21\u578b":60,"\u7684\u89c4\u8303":64,"\u7684\u89d2\u5ea6":33,"\u7684\u8ba1\u7b97\u4ee3\u7801":110,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":109,"\u7684\u8bdd":92,"\u7684\u8be6\u7ec6\u4fe1\u606f":114,"\u7684\u8f93\u5165":104,"\u7684\u8f93\u51fa":[92,115],"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":115,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":105,"\u7684\u8f93\u51fa\u683c\u5f0f":102,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":105,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":92,"\u7684\u8fd0\u884c\u73af\u5883":106,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":107,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":33,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":106,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":107,"\u7684cpu":109,"\u7684docker\u955c\u50cf":96,"\u7684flag":[60,61],"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":121,"\u7684paddlepaddle\u5e93":134,"\u7684vanilla":60,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":121,"\u76ee\u524d":104,"\u76ee\u524d\u4f7f\u7528":107,"\u76ee\u524d\u53ea\u8003\u8651":61,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":32,"\u76ee\u524d\u5728paddlepaddle\u4e2d":61,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":61,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":64,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":136,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":47,"\u76ee\u524d\u63d0\u4f9b\u4e09\u79cd\u94fe\u63a5\u65b9\u5f0f":117,"\u76ee\u524d\u652f\u6301":134,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":101,"\u76ee\u524d\u652f\u6301cento":100,"\u76ee\u524d\u652f\u6301fail":130,"\u76ee\u524d\u7684\u4f18\u5316":61,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":130,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":104,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":64,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":111,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":60,"\u76ee\u5f55":[96,106,122,124,125,134,135,136],"\u76ee\u5f55\u4e0b":[65,108,122],"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":61,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":109,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":135,"\u76ee\u5f55\u4e0b\u7684\u4ee3\u7801\u793a\u4f8b":120,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":134,"\u76ee\u5f55\u4e0b\u7684python\u5305":89,"\u76ee\u5f55\u4e2d":[117,120,122],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[134,136],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":135,"\u76ee\u5f55\u4e2d\u7684":115,"\u76ee\u5f55\u4e2dpaddl":125,"\u76ee\u5f55\u548c":[134,135,136],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":125,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":134,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":136,"\u76ee\u6807\u5411\u91cf":105,"\u76ee\u6807\u5de5\u5177\u94fe":134,"\u76ee\u6807\u673a\u7248protobuf\u5e93":136,"\u76ee\u6807\u67b6\u6784":135,"\u76ee\u6807\u67b6\u6784abi":134,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":94,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":97,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":64,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":65,"\u76f4\u63a5\u5347\u7ea7\u5230\u66f4\u65b0\u7684\u7248\u672c":95,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":64,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":109,"\u76f4\u63a5\u8fd0\u884c":96,"\u76f8\u5173\u5c42":60,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":94,"\u76f8\u5bf9":102,"\u76f8\u5f53":102,"\u76f8\u6bd4":109,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":90,"\u77a7":100,"\u77e9\u9635":129,"\u77e9\u9635\u4e2d\u6bcf\u4e2a\u5143\u7d20\u7684\u503c\u968f\u673a\u751f\u6210":119,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":109,"\u77e9\u9635\u5927\u5c0f\u662f":60,"\u77e9\u9635\u662f\u5426\u662f\u4e00\u4e2a\u5e8f\u5217":119,"\u77e9\u9635\u7684\u9ad8\u5ea6":119,"\u77e9\u9635\u91cc\u7684\u5143\u7d20\u662f\u6d6e\u70b9\u6570":119,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":107,"\u78c1\u76d8\u4e0d\u591f":106,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":90,"\u793a\u4f8b":[92,94,120],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":102,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":102,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":102,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":[92,120],"\u793a\u4f8b\u5982\u4e0b":94,"\u793a\u4f8b\u7a0b\u5e8f":121,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":64,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":64,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u5165":119,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u5165\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":120,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":32,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":99,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":99,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":92,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":110,"\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u7ed3\u6784\u548c\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u5c06\u88ab\u5e8f\u5217\u5316\u5408\u5e76\u5165\u4e00\u4e2a\u6587\u4ef6":120,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":102,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":92,"\u79bb":102,"\u79bb\u7ebf\u6279\u5904\u7406":33,"\u79f0\u4e3a":[105,107],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":134,"\u79f0\u4e4b\u4e3a":119,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":101,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":130,"\u79f0\u4f5c\u6709kernel":109,"\u79f0\u4f5ckernel":109,"\u79fb\u52a8\u7aef\u9884\u6d4b":119,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":108,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":125,"\u7a00\u758f\u768401\u5411\u91cf":99,"\u7a00\u758f\u7684\u5411\u91cf":99,"\u7a00\u758f\u77e9\u9635":119,"\u7a00\u758f\u77e9\u9635\u4f7f\u7528":119,"\u7a00\u758f\u77e9\u9635\u53ca\u76f8\u5173\u7684\u63a5\u53e3":119,"\u7a00\u758f\u77e9\u9635\u5b58\u50a8\u793a\u610f\u56fe":119,"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":132,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":125,"\u7a0b\u5e8f\u4f9d\u8d56":121,"\u7a0b\u5e8f\u505c\u6b62":130,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":114,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":130,"\u7a20\u5bc6\u5411\u91cf":108,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":125,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":99,"\u7a20\u5bc6\u77e9\u9635":119,"\u7a97\u6237":102,"\u7acb\u523b\u9000\u51fa":92,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":95,"\u7ae0\u8282":134,"\u7aef\u53e3":90,"\u7aef\u6570\u636e\u7c7b\u578b":119,"\u7aef\u7684":114,"\u7aef\u8bfb\u53d6\u6570\u636e":92,"\u7b2c":102,"\u7b2c\u4e00\u4e2a":107,"\u7b2c\u4e00\u4e2a\u53c2\u6570":109,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":102,"\u7b2c\u4e00\u4e2atag\u4e3a":81,"\u7b2c\u4e00\u5929":102,"\u7b2c\u4e00\u6b65\u9700\u8c03\u7528":120,"\u7b2c\u4e00\u7ae0\u8282":99,"\u7b2c\u4e09\u4e2a\u53c2\u6570":109,"\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u9700\u8981\u6309\u7167\u4e0e\u65b9\u5f0f2\u540c\u6837\u65b9\u6cd5\u663e\u793a\u5730\u8fdb\u884c\u94fe\u63a5":117,"\u7b2c\u4e09\u65b9\u94fe\u63a5\u5e93\u548c\u5934\u6587\u4ef6":117,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":81,"\u7b2c\u4e8c\u4e2a":92,"\u7b2c\u4e8c\u4e2a\u4e3a":81,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":109,"\u7b2c\u4e8c\u7c7b":93,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":108,"\u7b49":[61,65,90,109,120],"\u7b49\u4e8e\u6837\u672c\u6570":92,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":65,"\u7b49\u53c2\u6570":125,"\u7b49\u5f85\u7f16\u8bd1\u5b8c\u6210\u540e":81,"\u7b49\u6587\u4ef6":65,"\u7b49\u7b2c\u4e09\u65b9\u5e93":117,"\u7b80\u5199":109,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":109,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":109,"\u7b80\u5355\u6765\u8bf4":115,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":94,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":115,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":124,"\u7b80\u76f4":102,"\u7b97\u6cd5":[92,105],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":105,"\u7ba1\u7406\u4e86\u6bcf\u4e2a\u8ba1\u7b97\u5c42\u8f93\u51fa\u7684\u5b58\u50a8\u7a7a\u95f4":120,"\u7c7b\u4f3c":[65,101],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":108,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":129,"\u7c7b\u522b\u6807\u7b7e\u4e4b\u4e00":120,"\u7c7b\u522b\u6807\u7b7e\u5c42":120,"\u7c7b\u540d\u548cc":64,"\u7c7b\u578b":[64,109,119,130],"\u7c7b\u578b\u4e3a":109,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":110,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":101,"\u7c7b\u578b\u540d\u4e3a":109,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":92,"\u7c7b\u578b\u662fsparse_binary_vector":99,"\u7c7b\u578b\u662fsparse_float_vector":99,"\u7c7b\u578b\u7684":102,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":109,"\u7c7b\u578b\u8fd8\u662f":119,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":109,"\u7c7b\u7684\u5bf9\u8c61":120,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":108,"\u7c7b\u91cd\u5199":109,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":108,"\u7cfb\u6570":109,"\u7cfb\u7edf\u4e2d\u7684\u74f6\u9888\u53ef\u80fd\u548c\u7a0b\u5e8f\u5458\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u60f3\u8c61\u7684\u74f6\u9888\u76f8\u53bb\u751a\u8fdc":114,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":109,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":121,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":109,"\u7ebf\u7a0bid\u53f7":132,"\u7ec6\u8282\u63cf\u8ff0":131,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":92,"\u7ed3\u5c3e":109,"\u7ed3\u675f\u6807\u8bb0":105,"\u7ed3\u675f\u9884\u6d4b\u4e4b\u540e":120,"\u7ed3\u6784\u4f53":[119,120],"\u7ed3\u679c\u4f1a\u5199\u5165\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":120,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":114,"\u7ed3\u679c\u8f93\u51fa\u5230":106,"\u7ed3\u8bba":64,"\u7ed9":102,"\u7ed9\u4e2a\u7b80\u5355\u7684":107,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":104,"\u7edf\u4e00\u7528":33,"\u7ee7\u627f\u81ea":109,"\u7ee7\u627f\u81eaoperatorbas":109,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":102,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":102,"\u7ef4\u7a7a\u95f4":105,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":105,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":92,"\u7f16\u5199":96,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":96,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":125,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":125,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":114,"\u7f16\u5199\u7684\u90e8\u5206":98,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":121,"\u7f16\u53f7\u4ece0\u5f00\u59cb":92,"\u7f16\u7801\u5411\u91cf":105,"\u7f16\u7801\u5668\u8f93\u51fa":105,"\u7f16\u7801\u6e90\u5e8f\u5217":105,"\u7f16\u8bd1":[96,106,107,118,134],"\u7f16\u8bd1\u51fa\u7684paddlepaddle\u9884\u6d4b\u5e93\u548c\u5934\u6587\u4ef6":117,"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":111,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":136,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[134,135],"\u7f16\u8bd1\u5668":[134,135,136],"\u7f16\u8bd1\u5668\u6ca1\u6709":64,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":134,"\u7f16\u8bd1\u578b\u8bed\u8a00":64,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":91,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":134,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":111,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":95,"\u7f16\u8bd1\u5de5\u5177\u94fe":134,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":136,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":114,"\u7f16\u8bd1\u6210\u529f\u540e":109,"\u7f16\u8bd1\u6210\u529f\u540e\u5728":117,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":130,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":114,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":61,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":114,"\u7f16\u8bd1\u65f6\u6307\u5b9a":114,"\u7f16\u8bd1\u751f\u6210":111,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":81,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":81,"\u7f16\u8bd1c":65,"\u7f16\u8bd1paddlepaddl":95,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":108,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":108,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":108,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":108,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":130,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":108,"\u7f51\u7edc\u63a5\u53d7\u4e00\u5e45\u56fe\u7247\u4f5c\u4e3a\u8f93\u5165":120,"\u7f51\u7edc\u7ed3\u6784\u7684\u5e8f\u5217\u5316\u7ed3\u679c\u548c\u6a21\u578b\u53c2\u6570\u5b58\u50a8\u76ee\u5f55":120,"\u7f51\u7edc\u901a\u4fe1":108,"\u7f51\u901f\u6216ssl\u94fe\u63a5\u539f\u56e0":89,"\u800c":[93,105,114],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":110,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":65,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":64,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":93,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":89,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":102,"\u800c\u4e0d\u662f\u76f8\u5bf9":119,"\u800c\u4e0d\u662fc":119,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":65,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":121,"\u800c\u4e14\u5305\u542b\u4e86c":98,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":47,"\u800c\u4e14cento":98,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":130,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":115,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":115,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":132,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":32,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":102,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":109,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":93,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":110,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":64,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":64,"\u800c\u5b89\u88c5\u5305":[89,98],"\u800c\u5b89\u88c5\u5305\u662f":[89,98],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":102,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":102,"\u800c\u5bf9\u4e8egolang":64,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":64,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":102,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":115,"\u800c\u662f\u5c06\u8f93\u5165":[119,120],"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":92,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":65,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":33,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":115,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":129,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":105,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":99,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":132,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":110,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":102,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":102,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":107,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":95,"\u800ceigenvector":110,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":104,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":64,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":99,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":99,"\u8054\u901a":121,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":104,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":104,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":104,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":93,"\u80fd\u83b7\u53d6":122,"\u811a\u672c":[106,120,134],"\u811a\u672c\u5f00\u59cb\u65f6":125,"\u811a\u672c\u96c6\u6210\u4e86\u5e8f\u5217\u5316\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u7684\u8fc7\u7a0b":120,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":107,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":122,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":104,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":32,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":134,"\u81ea\u52a8\u751f\u6210":111,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":105,"\u81ea\u52a8\u9009\u62e9":135,"\u81ea\u6b64":[134,135],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":106,"\u81ea\u7136\u8bed\u8a00\u4e2d\u7684\u53e5\u5b50\u662f\u4e00\u4e2a\u5e8f\u5217":119,"\u81ea\u7136\u8bed\u8a00\u4e2d\u7684\u6bb5\u843d\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":119,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":132,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":65,"\u81f3\u5c11\u5305\u542bgcc_3":98,"\u81f3\u5c11\u5305\u542bglibcxx_3":98,"\u81f3\u6b64":[102,107],"\u8212\u9002":102,"\u826f\u597d\u7684\u6587\u6863":64,"\u8282\u70b9":[121,126],"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":61,"\u82e5":108,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":94,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":135,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[134,136],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":101,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":115,"\u82e5\u6709\u5fc5\u8981":108,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":135,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":134,"\u82e5\u73af\u5883\u53d8\u91cf":[134,135,136],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":93,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":101,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":101,"\u82f1\u6587\u6587\u6863":111,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":111,"\u8303\u56f4":132,"\u83b7\u53d6":107,"\u83b7\u53d6\u53ef\u9009\u7684tag":96,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":98,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":89,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":32,"\u83b7\u53d6\u6e90\u7801":106,"\u83b7\u53d6\u8f93\u51fa\u65f6":120,"\u83b7\u53d6trainer":125,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":108,"\u83b7\u5f97\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u67d0\u4e00\u5c42\u7684name":92,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":96,"\u83b7\u5f97\u5f53\u524dmini":92,"\u83b7\u5f97\u7684\u503c\u7c7b\u578b\u5747\u4e3a":92,"\u83b7\u5f97\u8ba1\u7b97\u7ed3\u679c":120,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":122,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":126,"\u865a\u62df\u673a\u4e0a":106,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":65,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":121,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":129,"\u884c":119,"\u884c\u504f\u79fb":119,"\u884c\u53f7":114,"\u8865\u5145\u4e0a\u6b21\u7684commit":107,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":108,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":108,"\u8868\u793a":109,"\u8868\u793a\u4e3adeviceid":132,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":61,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":102,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":122,"\u8868\u793a\u6570\u636e\u7c7b\u578b":109,"\u8868\u793a\u7684\u504f\u79fb\u662f\u4ee5":119,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":109,"\u8868\u793a\u8bcd\u8bed\u5728\u8bcd\u5178\u4e2d\u7684\u5e8f\u53f7":119,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":125,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":125,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":136,"\u88ab":107,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":121,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"\u88ab\u653e\u5728":108,"\u88ab\u79f0\u4e3a":105,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":115,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":125,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":101,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":104,"\u8981\u8c03\u7528":108,"\u89c6\u9891\u7b49":119,"\u89e3\u51b3\u529e\u6cd5\u662f":89,"\u89e3\u51b3\u65b9\u6848\u662f":94,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":125,"\u89e3\u7801\u5668\u4f7f\u7528":105,"\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":105,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":105,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":64,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":64,"\u8ba1\u5212\u5728":[60,61],"\u8ba1\u7b97":[105,121],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":108,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":105,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":108,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":108,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":93,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":105,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":108,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":108,"\u8ba1\u7b97\u8282\u70b9":121,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":121,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":108,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":108,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":108,"\u8ba1\u7b97\u8f93\u51fa":108,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":32,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":121,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":110,"\u8ba9paddle\u6838\u5fc3\u4e2d":65,"\u8bad\u7ec3":129,"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":32,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":81,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":122,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":115,"\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u9ed8\u8ba4\u4fdd\u5b58\u5728\u5f53\u524d\u8fd0\u884c\u76ee\u5f55\u4e0b\u7684":120,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":92,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":121,"\u8bad\u7ec3\u65f6":125,"\u8bad\u7ec3\u6a21\u578b\u540e":105,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":81,"\u8bad\u7ec3\u7a0b\u5e8f":121,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":125,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":125,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":92,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":92,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":129,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":130,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":130,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":130,"\u8bad\u7ec3dot_period":129,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":81,"\u8bb0\u5fc6\u6a21\u5757":105,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":122,"\u8bbe\u4e3a\u672c\u5730":122,"\u8bbe\u5b9a":93,"\u8bbe\u7f6e":[65,92,93,95,134,135],"\u8bbe\u7f6e\u4e3a":108,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":93,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":130,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":130,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":93,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":94,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":94,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[92,112],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":94,"\u8bbe\u7f6e\u5e8f\u5217\u4fe1\u606f\u7684\u63a5\u53e3":119,"\u8bbe\u7f6e\u6210":94,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":92,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":108,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":109,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":132,"\u8bbe\u7f6egpu":130,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":114,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":125,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":107,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":107,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":107,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":107,"\u8bc6\u522b\u6570\u5b57":81,"\u8bcd\u5411\u91cf":81,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":115,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":130,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":130,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":130,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":130,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":130,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":130,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":130,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":130,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":130,"\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":108,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":130,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":108,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":95,"\u8be5\u63a5\u53e3\u63a5\u53d7\u4e24\u4e2a\u53c2\u6570":120,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":130,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":60,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":114,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":105,"\u8be5\u7c7b\u7684":109,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":108,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":61,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":134,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":108,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":93,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":102,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":109,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":122,"\u8be6\u7ec6\u53c2\u8003":95,"\u8be6\u7ec6\u53ef\u53c2\u8003":107,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":92,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":95,"\u8be6\u7ec6\u89c1":101,"\u8be6\u7ec6\u8bbe\u8ba1":47,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":81,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":114,"\u8bf4\u660e":[32,95,98,119],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":107,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":108,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":109,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":96,"\u8bf7\u4fdd\u8bc1travi":107,"\u8bf7\u5148\u4f7f\u7528":[134,135,136],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":132,"\u8bf7\u53c2\u8003":[65,89,92,99,102,108,109,120],"\u8bf7\u53c2\u8003\u6b64":120,"\u8bf7\u53c2\u89c1":107,"\u8bf7\u53c2\u9605":105,"\u8bf7\u5728\u8be5pull":107,"\u8bf7\u5728\u8f93\u5165\u65f6\u8fdb\u884c\u5408\u6cd5\u6027\u68c0\u67e5":119,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":107,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":107,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":111,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":130,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":109,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":98,"\u8bf7\u6ce8\u610f":[105,109,124],"\u8bf7\u6ce8\u610f\u662f\u5426\u9700\u8981\u4fee\u6539\u7f51\u7edc\u7ed3\u6784":120,"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":107,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":106,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":107,"\u8bf7\u76f4\u63a5\u586b\u51450":94,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":132,"\u8bf7\u786e\u4fdd":107,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":107,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":107,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":107,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":89,"\u8bf7\u9075\u5b88":107,"\u8bf7\u91c7\u7528":107,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":132,"\u8bfb\u53d6\u9700\u8981\u7684\u7ed3\u679c\u5373\u53ef":119,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":125,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":125,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":125,"\u8c03\u7528":[108,120,135],"\u8c03\u7528\u5bf9\u5e94":110,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[134,135],"\u8c03\u7528\u7528":114,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":121,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":109,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":108,"\u8c03\u7528c":[119,120],"\u8d21\u732e\u6587\u6863":111,"\u8d77":102,"\u8d77\u59cb\u5b58\u50a8\u5730\u5740\u4ee5\u6570\u636e\u7684\u5b58\u50a8\u5927\u5c0f\u4e3a\u5355\u4f4d\u7684\u504f\u79fb":119,"\u8df3\u8f6c\u5230":107,"\u8df3\u8fc7":92,"\u8f6c\u5316\u65b9\u6cd5\u5728\u76f8\u5e94\u7684\u9886\u57df\u90fd\u6709\u901a\u7528\u89e3\u51b3\u65b9\u6848":119,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":61,"\u8f6c\u6362\u5197\u4f59":60,"\u8f6c\u6362\u51fd\u6570":61,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":33,"\u8f6c\u6362\u8017\u65f6":60,"\u8f83":102,"\u8f93\u5165":[101,105,118,120],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":114,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":104,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":104,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":92,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":102,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":102,"\u8f93\u5165\u6570\u636e\u53ef\u5206\u4e3a":119,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":102,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":132,"\u8f93\u5165\u6570\u636e\u7c7b\u578b":119,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":108,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":108,"\u8f93\u5165\u68af\u5ea6":61,"\u8f93\u5165\u7684\u540d\u5b57":108,"\u8f93\u5165\u7684\u5927\u5c0f":108,"\u8f93\u5165\u7684\u7c7b\u578b":108,"\u8f93\u5165\u9700\u8981\u9884\u6d4b\u7684\u5411\u91cf\u7ec4":99,"\u8f93\u51fa":[101,105,109,120],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":104,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":104,"\u8f93\u51fa\u4fe1\u606f\u6709\u673a\u5730\u7ec4\u7ec7\u5728\u4e00\u8d77":119,"\u8f93\u51fa\u51fd\u6570":105,"\u8f93\u51fa\u521b\u5efa":[119,120],"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":101,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":104,"\u8f93\u51fa\u6240\u643a\u5e26\u7684\u5e8f\u5217\u4fe1\u606f":119,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":61,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":61,"\u8f93\u51fa\u6570\u636e\u662f\u5728\u4e0a\u6587\u4ecb\u7ecd\u7684":119,"\u8f93\u51fa\u6570\u636e\u6709\u673a\u5730\u7ec4\u7ec7\u5728\u4e00\u8d77":120,"\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7":[118,120],"\u8f93\u51fa\u7531":119,"\u8f93\u51fa\u7684\u5e8f\u5217\u4fe1\u606f":119,"\u8f93\u51fa\u7684\u68af\u5ea6":130,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":124,"\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a":119,"\u8f93\u51fa\u88ab\u7ec4\u7ec7\u4e3a\u4e00\u4e2a":119,"\u8f93\u51fa\u90fd\u4f1a\u5bf9\u5e94\u6709\u81ea\u5df1\u7684":[119,120],"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":32,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":102,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":92,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":60,"\u8fd0\u884c":120,"\u8fd0\u884c\u4e00\u4e2a":106,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":109,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":106,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":109,"\u8fd0\u884c\u5931\u8d25":132,"\u8fd0\u884c\u5b8c\u6210\u540e":122,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":114,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":114,"\u8fd0\u884c\u65e5\u5fd7":122,"\u8fd0\u884c\u65f6\u4e5f\u53ef\u80fd\u56e0\u4e3a\u591a\u7ebf\u7a0b\u4ea7\u751f\u6df7\u4e71\u4e0d\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":114,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":95,"\u8fd0\u884c\u65f6c":120,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":125,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":136,"\u8fd1":102,"\u8fd1\u671f\u76ee\u6807":61,"\u8fd4\u56de":[3,4,5,9,10,11,17,18,19,20,25],"\u8fd4\u56de\u7684\u662f":99,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":81,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":108,"\u8fd4\u56de\u7c7b\u578b":[3,4,5,9,10,11,18,19,20,25],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":109,"\u8fd8\u4f1a":102,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":95,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":134,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":107,"\u8fd8\u53ef\u4ee5\u901a\u8fc7\u51cf\u5c0f\u5b66\u4e60\u7387\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\u6765\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898":92,"\u8fd8\u662f":102,"\u8fd8\u662f\u4ece":33,"\u8fd8\u662f\u865a\u62df\u673a":106,"\u8fd8\u6709":102,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":121,"\u8fd8\u9700\u8981\u91cd\u5199":109,"\u8fd9":[92,102],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":94,"\u8fd9\u4e00\u4e2a\u5e93":117,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":115,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":65,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":60,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":65,"\u8fd9\u4e00\u8282\u5bf9\u56fe1\u4e2d\u9884\u6d4b\u4ee3\u7801\u7f16\u5199\u76845\u4e2a\u6b65\u9aa4\u8fdb\u884c\u4ecb\u7ecd\u548c\u8bf4\u660e":120,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":93,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":104,"\u8fd9\u4e09\u4e2a\u5206\u652f":81,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":114,"\u8fd9\u4e2a":[98,102,106],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":92,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":92,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":109,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":60,"\u8fd9\u4e2a\u51fd\u6570\u7684":105,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":102,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":105,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":65,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":65,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":125,"\u8fd9\u4e2a\u57fa\u7c7b":108,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":65,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":104,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":111,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":64,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":102,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":64,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":111,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":114,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":65,"\u8fd9\u4e2a\u793a\u4f8b":120,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":102,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":108,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":108,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":65,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":65,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":106,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":109,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":104,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":107,"\u8fd9\u4e2a\u9009\u62e9":[60,61],"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":105,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":65,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":33,"\u8fd9\u4e2aissu":106,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":125,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":104,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":92,"\u8fd9\u4e9b\u4f1a\u5728":[60,61],"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":121,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":109,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":61,"\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":33,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7":121,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":125,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":108,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":92,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":92,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":102,"\u8fd9\u4e9b\u955c\u50cf\u4e5f\u53ef\u4ee5\u4ece":81,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":108,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":107,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":107,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":108,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":102,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":95,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":109,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":106,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":107,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":107,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":102,"\u8fd9\u56db\u4e2a\u5e8f\u5217\u53c8\u5206\u522b\u542b\u67093":119,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":102,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":105,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":64,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":109,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":109,"\u8fd9\u610f\u5473\u7740":105,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":132,"\u8fd9\u65f6":[92,120],"\u8fd9\u65f6\u5728\u4f7f\u7528":94,"\u8fd9\u65f6\u7684":119,"\u8fd9\u65f6\u7684\u9700\u8981\u540c\u65f6\u63d0\u4f9b":119,"\u8fd9\u65f6\u884c\u504f\u79fb\u548c\u5217\u53f7\u6307\u5b9a\u7684\u5143\u7d20\u9ed8\u8ba4\u5176\u503c\u4e3a1":119,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":92,"\u8fd9\u65f6\u9700\u8981\u8c03\u7528\u521b\u5efa\u5e8f\u5217\u4fe1\u606f\u548c\u4e3a":119,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":94,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":94,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":101,"\u8fd9\u662f\u56e0\u4e3a":64,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":107,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":102,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":89,"\u8fd9\u6837":[65,121],"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":61,"\u8fd9\u6837\u4fdd\u5b58\u5728\u5206\u5e03\u5f0f\u5b58\u50a8\u4e2d\u7684\u6570\u636e\u53ef\u4ee5\u88ab\u96c6\u7fa4\u4e2d\u7684\u6bcf\u4e2a\u8282\u70b9\u8bfb\u53d6\u5230":121,"\u8fd9\u6837\u4fdd\u8bc1":81,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":106,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":92,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":95,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":132,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":106,"\u8fd9\u6837\u5bb9\u5668\u7684":125,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":33,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":47,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":61,"\u8fd9\u6837\u5f53\u8be5pull":107,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":61,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":121,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":108,"\u8fd9\u6837\u7684\u8bdd":124,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":121,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":115,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":108,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":94,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":108,"\u8fd9\u79cd\u60c5\u51b5\u591a\u51fa\u73b0\u5728\u4f7f\u7528\u591a\u7ebf\u7a0b\u9884\u6d4b\u65f6":120,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":92,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":93,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":132,"\u8fd9\u79cd\u65b9\u5f0f\u6700\u4e3a\u7b80\u4fbf":117,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":105,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":104,"\u8fd9\u79cd\u94fe\u63a5\u65b9\u5f0f\u4e3b\u8981\u7528\u4e8e\u79fb\u52a8\u7aef\u9884\u6d4b":117,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":125,"\u8fd9\u7bc7":96,"\u8fd9\u7bc7\u6587\u6863":107,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u4f1a\u4f7f\u7528":120,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u4f1a\u7edf\u4e00\u4f7f\u7528":119,"\u8fd9\u7bc7\u6587\u6863\u4e4b\u540e\u90e8\u5206\u5c06\u4f1a\u7edf\u4e00\u4f7f\u7528":119,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd":120,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":136,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728\u4f7f\u7528":119,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":106,"\u8fd9\u7bc7\u6587\u6863\u7684\u4e4b\u540e\u90e8\u5206\u4f1a\u4f7f\u7528":120,"\u8fd9\u7bc7\u6587\u7ae0":106,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":102,"\u8fd9\u884c\u547d\u4ee4\u4e2d":114,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":105,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":64,"\u8fd9\u91cc":[61,94,95,105,107,125],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":109,"\u8fd9\u91cc\u4ecb\u7ecdc":120,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":114,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":102,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":92,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":99,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":108,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":125,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":92,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":122,"\u8fd9\u91cc\u7684dockerimage\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883\u4ee5\u652f\u6301\u66f4\u591a\u7684linux":81,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":110,"\u8fd9\u91cc\u9009\u62e90":81,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":32,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":114,"\u8fdb\u4e00\u6b65\u4f18\u5316":61,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":107,"\u8fdb\u5165":81,"\u8fdb\u5165\u5bb9\u5668":124,"\u8fdb\u5165\u5bf9\u5e94\u7684\u76ee\u5f55":89,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":125,"\u8fdb\u7a0b\u7684":122,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":125,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":125,"\u8fdb\u7a0b\u9700\u8981\u7684":125,"\u8fdb\u800c\u591a\u673a":114,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":114,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":114,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":81,"\u8fdb\u884c\u4e86":102,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":125,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":125,"\u8fdb\u884c\u524d\u5411\u8ba1\u7b97":120,"\u8fdb\u884c\u56de\u590d":107,"\u8fdb\u884c\u5e8f\u5217\u5316":120,"\u8fdb\u884c\u5f00\u53d1":107,"\u8fdb\u884c\u62c6\u89e3":102,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":108,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":134,"\u8fdb\u884c\u8bad\u7ec3":120,"\u8fdb\u884c\u8bbe\u7f6e":109,"\u8fdb\u884c\u94fe\u63a5":117,"\u8fdb\u884c\u9884\u6d4b\u4f9d\u8d56\u4e8e\u5c06":117,"\u8fdb\u884c\u9884\u6d4b\u65f6":120,"\u8fdb\u884cpython\u4e0ec":114,"\u8fdb\u9636\u6307\u5357":[99,133],"\u8fde\u63a5":104,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":121,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":121,"\u9000\u51fa\u5bb9\u5668":124,"\u9002\u4e2d":102,"\u9009":102,"\u9009\u62e9":102,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":96,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":61,"\u9009\u62e9\u76ee\u6807\u5206\u652f":107,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":130,"\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u7248\u672c":81,"\u9009\u9879":[95,106],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":47,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":129,"\u901a\u5e38":[65,109,114],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":125,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":121,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":132,"\u901a\u5e38\u4f7f\u7528cento":98,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":94,"\u901a\u5e38\u5305\u542b\u4e00\u4e2acpu\u7248\u672c\u548c\u4e00\u4e2agpu\u7248\u672c":81,"\u901a\u5e38\u540d\u5b57\u662f":107,"\u901a\u5e38\u60c5\u51b5\u4e0b":115,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":124,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":32,"\u901a\u5e38\u6709\u4e24\u4e2a\u65b9\u6cd5\u6765\u6784\u5efa\u57fa\u4e8e":136,"\u901a\u5e38\u7528\u4e8e\u8868\u793a\u79bb\u6563\u7684\u7c7b\u522b\u6807\u7b7e":119,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":105,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":108,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":102,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":114,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":132,"\u901a\u5e38\u9700\u8981\u53bb\u6389\u7f51\u7edc\u4e2d\u7684":120,"\u901a\u7528":129,"\u901a\u77e5":102,"\u901a\u8fc7":[92,102,107,108,109,119],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":104,"\u901a\u8fc7\u4f7f\u7528":95,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":60,"\u901a\u8fc7\u51fd\u6570":125,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":92,"\u901a\u8fc7\u591a\u4e2a\u7ebf\u7a0b\u5171\u4eab\u540c\u4e00\u4e2a\u6a21\u578b\u6765\u51cf\u5c11\u5185\u5b58\u5f00\u9500":120,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":104,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":104,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":107,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":65,"\u901a\u8fc7\u7075\u6d3b\u4f7f\u7528\u4ee5\u4e0a\u4e24\u4e2a\u63a5\u53e3":120,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":99,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":108,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":121,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":109,"\u901a\u8fc7\u8c03\u7528":[119,120],"\u901a\u8fc7\u8c03\u7528\u4ee5\u4e0b\u63a5\u53e3\u521b\u5efa\u7a00\u758f\u77e9\u9635":119,"\u901a\u8fc7data":104,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":136,"\u903b\u8f91\u4e0a\u9ad8\u4e8e\u4e8c\u7ef4\u7684\u6570\u636e":119,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":47,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":93,"\u9053\u6b49":102,"\u9069":102,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":107,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":81,"\u90a3\u4e48":[65,104,108],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":104,"\u90a3\u4e48\u4f1a\u643a\u5e26\u6709":119,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":94,"\u90a3\u4e48\u5728":109,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":94,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":61,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":61,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":94,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":106,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":94,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":105,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":105,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":94,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":92,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":89,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":106,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":94,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":92,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":132,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":115,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":115,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":94,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":115,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":115,"\u90fd":102,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":61,"\u90fd\u4e0d\u9700\u8981":106,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":130,"\u90fd\u4f1a\u7ba1\u7406\u7ef4\u62a4\u4e00\u4efd\u8bad\u7ec3\u597d\u7684\u6a21\u578b":120,"\u90fd\u4f1a\u9020\u6210\u8bad\u7ec3\u4e2d\u7684\u6570\u636e\u4ecec":92,"\u90fd\u4f7f\u7528":119,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":102,"\u90fd\u53ef\u4ee5\u8fd0\u884c":106,"\u90fd\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528\u4e0b\u9762\u7684\u63a5\u53e3\u4e3a\u539f\u6709\u7684\u6570\u636e\u8f93\u5165\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f":119,"\u90fd\u5e94\u4f7f\u7528c":119,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":33,"\u90fd\u662f\u4ee5ext\u5f00\u5934":61,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":101,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":102,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":64,"\u90fd\u7528":107,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":60,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":107,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":108,"\u914d\u5236\u7f16\u8bd1\u9009\u9879":117,"\u914d\u7f6e\u6253\u5f00":115,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":108,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":106,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":47,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":105,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":108,"\u914d\u7f6eapi":101,"\u9152\u5e97":102,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":130,"\u91c7\u7528multi":94,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":32,"\u91cc":106,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":106,"\u91cc\u5b8c\u6210":109,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":64,"\u91cc\u7684":106,"\u91cc\u7684\u65e5\u5fd7":122,"\u91cc\u7684\u6e90\u7801":106,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":106,"\u91cc\u9009\u62e9\u9700\u8981\u53d1\u5e03\u7684\u5206\u652f":81,"\u91cc\u9762":109,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":134,"\u91cc\u9762\u6dfb\u52a0":61,"\u91ccstep\u7684\u5185\u5bb9":92,"\u91cd\u5199\u7236\u7c7blayer\u7684":61,"\u91cd\u547d\u540d\u6210":64,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":115,"\u9488\u5bf9\u4e0d\u540c\u7684":135,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":124,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":92,"\u94fe\u63a5":117,"\u94fe\u63a5\u4e2d\u627e\u5230":98,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":95,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":64,"\u94fe\u63a5\u76f8\u5bf9\u5bb9\u6613":117,"\u94fe\u63a5\u9009\u9879":117,"\u94fe\u63a5\u9759\u6001\u5e93":117,"\u9519\u8bef":89,"\u9519\u8bef\u5904\u7406":64,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":64,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":64,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":94,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":106,"\u955c\u50cf\u91cc\u6709paddlepaddle\u7684\u6e90\u7801\u4e0edemo":124,"\u957f\u5ea6":92,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":105,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":105,"\u9644\u52a0\u4e0a\u5e8f\u5217\u4fe1\u606f":119,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":130,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":130,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":111,"\u9664\u4e86boot_lay":102,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":65,"\u9664\u6b64\u4e4b\u5916":92,"\u9664\u96f6\u7b49\u95ee\u9898":92,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":107,"\u968f\u673a\u6570\u7684\u79cd\u5b50":130,"\u968f\u673a\u6570seed":129,"\u9694\u5f00":121,"\u96c6\u6210\u5230":60,"\u96c6\u6210\u5230paddlepaddl":61,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":130,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":124,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":121,"\u96c6\u7fa4\u4efb\u52a1":122,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":122,"\u96c6\u7fa4\u6d4b\u8bd5":129,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":121,"\u96c6\u7fa4\u8bad\u7ec3":129,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":91,"\u96c6\u7fa4\u8fdb\u7a0b":122,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":109,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":115,"\u9700\u6307\u5b9a":117,"\u9700\u63d0\u4f9b\u975e\u96f6\u5143\u7684\u503c":119,"\u9700\u6ce8\u610f":117,"\u9700\u8981":[33,106,109,120],"\u9700\u8981\u4e3a":109,"\u9700\u8981\u4f7f\u7528":92,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":125,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":98,"\u9700\u8981\u4f7f\u7528\u8005\u81ea\u5df1\u4e86\u89e3\u5e76\u5b8c\u6210\u8f6c\u5316":119,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":107,"\u9700\u8981\u4fee\u6539build":81,"\u9700\u8981\u521b\u5efa\u5e76\u586b\u5199":119,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[89,98],"\u9700\u8981\u5355\u72ec":96,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":47,"\u9700\u8981\u540c\u65f6\u63d0\u4f9b\u6bcf\u4e00\u4e2a\u5185\u5c42\u5e8f\u5217\u5728\u6574\u4e2a":119,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":107,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":125,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":109,"\u9700\u8981\u54ea\u4e9b\u5c42\u7684\u8ba1\u7b97\u7ed3\u679c\u4f5c\u4e3a\u8f93\u51fa":120,"\u9700\u8981\u5728":109,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":124,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":111,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":65,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":135,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":92,"\u9700\u8981\u5c06\u7f51\u7edc\u7ed3\u6784\u4f7f\u7528":120,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":81,"\u9700\u8981\u5c06cuda\u76f8\u5173\u7684\u5e93\u8bbe\u7f6e\u5230":117,"\u9700\u8981\u5c06paddl":117,"\u9700\u8981\u5f15\u7528":65,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":106,"\u9700\u8981\u601d\u8003\u5b8c\u6210\u4ee5\u4e0b\u5de5\u4f5c":[119,120],"\u9700\u8981\u624b\u52a8\u8fdb\u884c\u89e3\u538b":120,"\u9700\u8981\u6267\u884c":[95,98,100],"\u9700\u8981\u6307\u5b9a":117,"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":102,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":99,"\u9700\u8981\u660e\u786e\u6307\u5b9a":130,"\u9700\u8981\u663e\u5f0f\u5730\u94fe\u63a5":117,"\u9700\u8981\u663e\u793a\u5730\u94fe\u63a5":117,"\u9700\u8981\u663e\u793a\u5730\u94fe\u63a5mkl\u7684\u52a8\u6001\u5e93":117,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":64,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":125,"\u9700\u8981\u6ce8\u610f":109,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[61,81,92,130],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":108,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":102,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":134,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":93,"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":61,"\u9700\u8981\u81ea\u5df1\u94fe\u63a5mkl\u94fe\u63a5\u5e93":117,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":65,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":106,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":104,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":81,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":110,"\u9700\u9644\u52a0\u53cc\u5c42\u5e8f\u5217\u4fe1\u606f":119,"\u9700\u9644\u52a0\u5e8f\u5217\u4fe1\u606f":119,"\u975e\u5e38\u6570":108,"\u975e\u5e8f\u5217\u8f93\u5165\u4e0d\u643a\u5e26":119,"\u975e\u5e8f\u5217\u8f93\u5165\u65e0\u9700\u6784\u9020":119,"\u975e\u96f6\u5143\u4e2a\u6570":119,"\u975e\u96f6\u5143\u7d20\u7684\u503c":119,"\u975e\u96f6\u5143\u7d20\u7684\u5217\u53f7":119,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":108,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":134,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":134,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":106,"\u987a\u5e8f":102,"\u9884\u63d0\u4ea4\u94a9\u5b50":107,"\u9884\u6d4b\u4ee3\u7801\u66f4\u591a\u8be6\u7ec6\u793a\u4f8b\u4ee3\u7801\u8bf7\u53c2\u8003":120,"\u9884\u6d4b\u4f7f\u7528\u7684\u7f51\u7edc\u7ed3\u6784\u5f80\u5f80\u4e0d\u540c\u4e8e\u8bad\u7ec3":120,"\u9884\u6d4b\u5e93":118,"\u9884\u6d4b\u65f6":120,"\u9884\u6d4b\u65f6\u53ea\u9700\u52a0\u8f7d\u4e00\u4e2a\u6587\u4ef6\u4fbf\u4e8e\u53d1\u5e03":120,"\u9884\u6d4b\u7a0b\u5e8f\u5f00\u53d1\u4e24\u5927\u90e8\u5206":120,"\u9996\u5148":[102,105,108],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":95,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":107,"\u9996\u5148\u5b9a\u4e49":109,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":108,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":108,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":94,"\u9996\u5148\u901a\u8fc7":107,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":99,"\u9a71\u52a8":111,"\u9ad8\u4eae\u90e8\u5206":102,"\u9ad8\u5ea6":119,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":105,"\u9ad8\u65af\u5206\u5e03":94,"\u9ed8\u8ba4":130,"\u9ed8\u8ba40":121,"\u9ed8\u8ba41":121,"\u9ed8\u8ba4127":121,"\u9ed8\u8ba4256k":47,"\u9ed8\u8ba47164":121,"\u9ed8\u8ba4\u4e0d\u663e\u793a":130,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":104,"\u9ed8\u8ba4\u4e3a0":[130,132],"\u9ed8\u8ba4\u4e3a1":[119,132],"\u9ed8\u8ba4\u4e3a100":132,"\u9ed8\u8ba4\u4e3a4096mb":130,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":104,"\u9ed8\u8ba4\u4e3anull":130,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":92,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":130,"\u9ed8\u8ba4\u4f7f\u7528mkl":95,"\u9ed8\u8ba4\u503c":[95,101,132,135],"\u9ed8\u8ba4\u503c\u4e3a":[134,135,136],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":135,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":104,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[94,122],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":94,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":102,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":96,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":96,"\u9ed8\u8ba4\u7684paddlepaddle\u751f\u4ea7\u73af\u5883\u955c\u50cf":124,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":135,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":60,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":132,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[134,136],"\u9ed8\u8ba4\u8c03\u7528":106,"\u9ed8\u8ba4fals":121,"abi\u7684paddlepaddle\u5e93":134,"abstract":[40,46,50,71,80,82],"android\u5b98\u65b9\u63d0\u4f9b\u7684":134,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":134,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":134,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":137,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":134,"api\u4e0d\u4f1a\u76f4\u63a5\u52a0\u8f7d":120,"api\u4e0d\u5c0f\u4e8e21":134,"api\u4e2d":119,"api\u4e2d\u4f7f\u7528":64,"api\u4e2d\u7684\u4e00\u7ef4\u6570\u7ec4":119,"api\u4e2d\u7684\u77e9\u9635\u6765\u8868\u793a":119,"api\u4e2d\u795e\u7ecf\u7f51\u7edc\u7684\u4e00\u4e2a\u8f93\u5165":120,"api\u4f7f\u7528\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u6982\u5ff5":120,"api\u4f7f\u7528\u6d41\u7a0b\u793a\u610f\u56fe":120,"api\u4f7f\u7528\u793a\u4f8b":120,"api\u521b\u5efa\u7684gradientmachine\u7c7b\u7684\u5bf9\u8c61":120,"api\u53ef\u4ee5\u901a\u8fc7\u5206\u522b\u6307\u5b9a\u5e8f\u5217\u5316\u540e\u7684\u7f51\u7edc\u7ed3\u6784\u6587\u4ef6\u548c\u53c2\u6570\u76ee\u5f55\u6765\u52a0\u8f7d\u8bad\u7ec3\u597d\u7684\u6a21\u578b":120,"api\u53ef\u4ee5\u901a\u8fc7\u6307\u5b9a":120,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":121,"api\u5bf9\u6bd4\u4ecb\u7ecd":103,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":65,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":65,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":134,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":98,"api\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u65f6":117,"api\u5f00\u53d1\u9884\u6d4b\u7a0b\u5e8f\u9700\u8981\u4e00\u4e2a\u8bad\u7ec3\u597d\u7684\u6a21\u578b":120,"api\u6240\u9700\u7684\u4f9d\u8d56":117,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":65,"api\u63a5\u53e3":47,"api\u63a5\u53e3\u751f\u6210":109,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":65,"api\u63a5\u53e3\u7684\u751f\u6210":109,"api\u63d0\u4f9b\u7684":120,"api\u652f\u6301\u7684\u6240\u6709\u8f93\u5165\u6570\u636e\u7c7b\u578b\u548c\u4ed6\u4eec\u7684\u7ec4\u7ec7\u65b9\u5f0f":120,"api\u6587\u6863":[134,135],"api\u65f6":65,"api\u65f6\u4e3a\u8f93\u51fa":120,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":65,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":65,"api\u66b4\u9732\u7684\u7c7b\u578b":65,"api\u6765\u9884\u6d4b":[134,135],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":65,"api\u7684\u5934\u6587\u4ef6":[134,135,136],"api\u7684\u5b9e\u4f8b":65,"api\u7684\u5b9e\u73b0\u7ec6\u8282":65,"api\u7684\u63a5\u53e3":65,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":65,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":65,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":65,"api\u76f8\u5173\u63a5\u53e3":119,"api\u7ea7\u522b":134,"api\u7ea7\u522b\u4e3a21":134,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":65,"api\u8bad\u7ec3":120,"api\u9700\u8981\u521b\u5efa\u7684\u6570\u636e\u7c7b\u578b":119,"api\u9759\u6001\u5e93":135,"api\u9884\u6d4b\u5e93":135,"api\u9884\u6d4b\u65f6":120,"apis\u505a\u4e86\u5c01\u88c5":60,"app\u4e2d":[134,135],"apple\u5b98\u65b9\u4e3aios\u5f00\u53d1\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u548c\u96c6\u6210\u5f00\u53d1\u73af\u5883":135,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":94,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":96,"avx\u7248\u672c":96,"avx\u7684\u955c\u50cf":96,"aws\u4e0a\u8fd0\u884ckubernetes\u96c6\u7fa4\u8bad\u7ec3":121,"batch\u4e2d\u5305\u542b":92,"batch\u7684\u6743\u91cd":92,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":130,"batches\u6b21":130,"block\u6784\u6210\u4e00\u4e2amodel":32,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":96,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":81,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":96,"book\u7684":99,"book\u7684docker\u955c\u50cf":96,"boolean":[17,18,46,48,56,64],"break":[9,30,87,88],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":81,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":81,"byte":[9,11,47,63,94],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":64,"c\u6709\u6807\u51c6\u7684abi":64,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":64,"case":[4,16,18,34,40,41,46,50,59,65,71,75,77,78,115,123,138],"cc\u4e2d\u7684":110,"cells\u7b49":93,"char":36,"ci\u73af\u5883\u4f7f\u7528":81,"ci\u7f16\u8bd1wheel\u5b8c\u6210\u540e\u4f1a\u81ea\u52a8\u5c06docker\u955c\u50cfpush\u5230dockerhub":81,"class":[1,2,3,4,5,6,7,9,10,14,16,18,20,23,25,26,29,40,41,44,45,49,50,51,52,54,55,57,59,64,68,69,73,74,78,79,80,82,83,84,85,87,94,108,109,110,116],"cmake\u4e2d\u5c06":115,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":134,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":89,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":134,"cmake\u7f16\u8bd1\u65f6":95,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[134,135,136],"cmake\u914d\u7f6e\u4e2d\u5c06":115,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[134,135,136],"compute\u51fd\u6570":60,"const":[29,34,36,49,51,57,58,72,73,75,79,82,84,85,86,87,108,109,110],"container\u4e2d":124,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":65,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":65,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":65,"core\u6982\u5ff5":65,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":99,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":94,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":132,"count\u548cgpu":132,"csr\u5b58\u50a8\u683c\u5f0f\u901a\u8fc7":119,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":109,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":109,"cuda\u5b9e\u73b0\u5728":109,"cuda\u5e93":130,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":109,"cuda\u76f8\u5173\u5e93\u4f1a\u5728\u9884\u6d4b\u7a0b\u5e8f\u8fd0\u884c\u65f6\u52a8\u6001\u88c5\u8f7d":117,"cudnn\u5e93":[95,130],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":114,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":33,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":110,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":125,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":102,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":102,"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":92,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":104,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":104,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":104,"decoer\u67b6\u6784":104,"default":[2,3,4,5,6,7,9,10,11,14,18,22,25,26,29,30,40,44,53,57,63,66,67,75,76,82,83,84,88,113,123,124,125,132,134,138],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":61,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":95,"distributed\u5206\u5e03\u5f0f":121,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":61,"dnn\u4e2d\u7684":61,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":61,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":61,"dnn\u4f1a\u7528\u5230":61,"dnn\u5171\u540c\u4f7f\u7528":61,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":61,"dnn\u5728\u53d1\u5e03":61,"dnn\u5b9e\u73b0":61,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":61,"dnn\u6570\u5b66\u5e93":95,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":61,"dnn\u7684":61,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":61,"dnn\u7684\u6027\u80fd":61,"dnn\u7684\u60c5\u51b5\u4e0b":61,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":61,"dnn\u7684\u6d4b\u8bd5":61,"dnn\u7684\u73af\u5883\u4e0b":61,"dnn\u7684\u76f8\u5173\u529f\u80fd":61,"dnn\u7684\u7ed3\u679c":61,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":61,"dnn\u7684layer":61,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":61,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":121,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":111,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":111,"docker\u5b98\u7f51":96,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":134,"docker\u7684\u5b98\u7f51":111,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":95,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":134,"docker\u955c\u50cf":96,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":96,"docker\u955c\u50cf\u9ed8\u8ba4":96,"dockerhub\u7f51\u7ad9":96,"double\u7c7b\u578b\u65f6\u4e3a8":94,"dropout\u7684\u6bd4\u4f8b":108,"eigenscalar\u7684\u8f6c\u6362":110,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":102,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":104,"encoder\u8f93\u51fa":104,"entropy\u4f5c\u4e3acost":94,"enum":[34,36,66,73,74,83,84,88],"export":[50,55,89,96,111,121],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":99,"fabric\u96c6\u7fa4":121,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":132,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":132,"final":[4,5,18,27,28,41,55,67,68,87],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":110,"float":[2,3,4,6,9,18,44,49,57,84,85,86,109,110,115,119],"float\u7b49":132,"forward\u7684output\u7684\u503c":92,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":110,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":110,"full\u53c2\u6570\u63d0\u4ea4":90,"function":[4,5,9,17,18,19,23,26,28,29,31,35,36,37,39,40,41,44,45,49,51,54,57,62,67,68,71,72,73,74,75,77,78,79,80,82,84,87,105,113,114,138],"function\u4f7f\u7528":93,"git\u6d41\u5206\u652f\u6a21\u578b":107,"github\u9996\u9875":107,"glibc\u81f3\u5c11\u5305\u542bglibc_2":98,"golang\u53ef\u4ee5\u4f7f\u7528":64,"golang\u7684":64,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":121,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":95,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":115,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":112,"gpu\u6267\u884c":110,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":130,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":89,"gpu\u7b49":81,"group\u6559\u7a0b":103,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":93,"gru\u6216lstm":105,"h\u5e76\u4e0d\u56f0\u96be":64,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":111,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":99,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":130,"id\u6307\u5b9a\u7684gpu":132,"id\u65e0\u6548":130,"image\u91cc":124,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":33,"imikolov\u6570\u636e\u96c6":121,"import":[3,4,26,29,30,40,43,51,53,55,56,62,67,68,74,82,98,99,100,109,120,121,123],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":92,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":47,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":33,"instance\u5305\u6db5\u4e24\u4e2a\u503c":33,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":33,"int":[2,3,4,5,9,10,11,18,19,28,29,34,35,36,39,40,42,56,57,60,61,62,64,65,73,74,76,77,83,84,85,87,88,102,108,110,119,121,132],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":64,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":135,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":137,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":121,"issue\u7f16\u53f7":107,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":125,"job\u7684\u540d\u5b57":125,"kernel\u5b9e\u73b0":109,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":109,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":109,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":125,"kubernetes\u5355\u673a":121,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":125,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":125,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":124,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":102,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":102,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":101,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":101,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":93,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":104,"layer\u65f6":[61,93],"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":99,"layer\u7684\u540e\u9762\u63a5\u6709cpu":61,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":108,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":93,"linux\u4e2d":96,"list\u4e2d":120,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":81,"list\u5982\u4e0b\u6240\u793a":132,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":132,"long":[4,5,9],"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":104,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":105,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":105,"memory\u53ea\u80fd\u5728":104,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":102,"memory\u6307\u5411\u4e00\u4e2alay":104,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":105,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":102,"memory\u7684":105,"memory\u7684\u521d\u59cb\u72b6\u6001":104,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":102,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":104,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":105,"memory\u7684i":104,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":104,"mkl\u5e93\u7684":60,"mklml\u4ee5\u53camkl":61,"mklml\u53ef\u4ee5\u4e0emkl":61,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":61,"mnist\u624b\u5199\u6570\u5b57\u8bc6\u522b\u76ee\u5f55":120,"mode\u4e0b\u7684\u7ed3\u679c":60,"model\u505a\u5206\u652f\u7ba1\u7406":81,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":125,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":33,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":134,"new":[4,9,18,27,28,29,30,31,34,35,36,37,38,41,44,49,50,59,60,62,66,68,71,76,77,78,80,84,87,107,108,123,138],"note\u7684\u4e66\u5199":81,"null":[55,108,119,130],"num\u51b3\u5b9a\u603b\u7aef\u53e3\u4e2a\u6570":121,"num_gradient_servers\u53c2\u6570":125,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":94,"only\u7684\u4e8c\u8fdb\u5236":95,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":109,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":109,"op\u5b9a\u4e49":109,"op\u6709\u8ba1\u7b97\u51fd\u6570":109,"op\u6ce8\u518c\u5b9e\u73b0\u5728":109,"op\u7684\u4fe1\u606f":61,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":109,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":61,"openmpi\u96c6\u7fa4":121,"opprotomake\u5b9a\u4e49":109,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":111,"org\u76ee\u524d\u9075\u5faa":81,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":102,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":110,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":125,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":110,"packages\u91cc\u9762":89,"packages\u91cc\u9762\u7684python\u5305":89,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":60,"packed\u76f8\u5173\u529f\u80fd":60,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":95,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":64,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":102,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":92,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":64,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":64,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":64,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":65,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":64,"paddle\u7684c":65,"paddle\u8bad\u7ec3\u4efb\u52a1":33,"paddle\u8def\u5f84\u4e0b":65,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":64,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":65,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":64,"paddle_\u7c7b\u578b\u540d":65,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":65,"paddlepaddle\u4e2d":[101,104],"paddlepaddle\u4e2d\u4e00\u4e2a\u8ba1\u7b97\u5c42\u7684\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f\u548c\u8f93\u5165\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f\u5b8c\u5168\u76f8\u540c":119,"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":102,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":61,"paddlepaddle\u4e2d\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u5c42\u8f93\u5165":119,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":93,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":99,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[134,135],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":99,"paddlepaddle\u4e3ano":96,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":95,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":93,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":121,"paddlepaddle\u4f7f\u7528\u5747\u503c0":94,"paddlepaddle\u4f7f\u7528avx":89,"paddlepaddle\u4f7f\u7528git":81,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u5185\u5bb9\u753116\u5b57\u8282\u5934\u4fe1\u606f\u548c\u7f51\u7edc\u53c2\u6570\u4e24\u90e8\u5206\u7ec4\u6210":94,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":94,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":98,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":121,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":98,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":95,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":121,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":102,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":108,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":102,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":93,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":95,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":99,"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":98,"paddlepaddle\u5c06\u4f1a\u6839\u636e":135,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":135,"paddlepaddle\u5c06\u6839\u636e":134,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[134,135,136],"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":135,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":81,"paddlepaddle\u63d0\u4f9b":97,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":33,"paddlepaddle\u63d0\u4f9b\u7684":93,"paddlepaddle\u652f\u6301":95,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":99,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":100,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":92,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":92,"paddlepaddle\u6587\u6863\u4f7f\u7528":111,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":99,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":81,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":81,"paddlepaddle\u7684":124,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":81,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":92,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":94,"paddlepaddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":124,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":121,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":134,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":93,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":111,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":111,"paddlepaddle\u7684\u6e90\u7801":107,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":95,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":61,"paddlepaddle\u7684bas":108,"paddlepaddle\u7684c":134,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":135,"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":134,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":136,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":136,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":134,"paddlepaddle\u7684dock":124,"paddlepaddle\u7684softmax\u4e0d\u80fd\u6307\u5b9a\u8ba1\u7b97\u7ef4\u5ea6":93,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":102,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":94,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":94,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":95,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":134,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":104,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":104,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":125,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":130,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":130,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":130,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":130,"passes\u8f6e":130,"patch\u53f7":81,"patch\u53f7\u52a0\u4e00":81,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":132,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":114,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":130,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":130,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":130,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":130,"period\u6574\u9664":130,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":130,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":47,"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":47,"pfsserver\u63d0\u4f9brest":47,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":136,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":137,"pi\u7248\u672c\u7684\u5e93":136,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":136,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":136,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":136,"pi\u7cfb\u7edf\u7684\u7248\u672c":136,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":97,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":121,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":121,"public":[10,14,18,29,49,52,57,73,79,82,84,85,87,108,109,110,123,124],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":96,"py\u4e2d":81,"py\u7a0b\u5e8f":98,"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":92,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":81,"pypi\u4e0d\u652f\u6301\u8986\u76d6\u4e0a\u4f20":81,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":98,"python\u5b89\u88c5\u5305\u652f\u6301linux":89,"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":108,"python\u5e93yep":114,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":114,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":33,"reader\u8f93\u51fa\u7684data":33,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":125,"request\u524d":107,"request\u7684":107,"request\u88ab\u5408\u5e76\u540e":107,"resnet\u7684mkl":61,"return":[2,4,5,7,9,10,11,14,18,25,26,27,28,29,33,34,36,39,40,45,49,51,52,53,55,57,58,59,62,67,68,69,73,74,75,79,82,84,85,87,92,94,99,102,105,108,110,123,125],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":102,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":102,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":104,"rnn\u76f8\u5173\u6a21\u578b":112,"rnn\u90e8\u5206\u4e2d":60,"rnn\u914d\u7f6e":103,"root\u66ff\u6362\u4e3apaddlepaddle\u9884\u6d4b\u5e93\u7684\u5b89\u88c5\u8def\u5f84":117,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":33,"search\u7684\u65b9\u6cd5":130,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":102,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":104,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":130,"server\u4e4b\u4e0a":32,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":32,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":32,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":32,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":32,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":32,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":32,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":32,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":32,"server\u751f\u6210\u4e00\u4e2auuid":32,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":32,"server\u7684\u6570\u636e\u5feb\u7167":32,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":32,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":32,"short":[4,5,49,53,76,82,87],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":89,"size\u4e3a512":130,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":92,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":92,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":108,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":92,"static":[25,36,65,82,84,123,138],"step\u51fd\u6570\u4e2d\u7684memori":104,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":104,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":135,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":101,"super":[76,108],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":64,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":64,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":64,"swig\u76f4\u63a5\u8bfb\u53d6c":64,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":64,"switch":[29,65,123],"tag\u4e3a":81,"tag\u53ef\u4ee5\u662flatest\u6216latest":81,"tag\u7684\u66f4\u65b0\u65f6\u95f4\u662f\u5426\u5728\u4e0a\u8ff0\u7f16\u8bd1wheel\u5305\u5b8c\u6210\u540e\u662f\u5426\u6700\u65b0":81,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":110,"tensor\u5230eigentensor":110,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":110,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":110,"tensor\u6a21\u5757\u5bf9el":110,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":109,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":110,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":110,"tests\u7684paddlepaddl":107,"tflops\u4e86":115,"throw":123,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":114,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":121,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":99,"trainer\u8282\u70b9\u4e2a\u6570":121,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":121,"true":[2,3,4,5,6,7,9,11,16,18,19,25,26,28,29,34,50,56,60,69,74,75,76,77,81,84,87,92,94,102,105,108,119,120,123,125,132],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":105,"try":[30,31,34,35,36,50,55,59,62,77,82,89],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":65,"type\u6307\u5b9a\u4e3a":114,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":114,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":93,"unsupported\u6a21\u5757":109,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":130,"v1\u7248\u672c":89,"var":[17,28,29,40,44,51,52,54,56,69,74,75,76,78,82,86,87,111],"vector\u662frank\u4e3a1\u7684tensor":110,"void":[29,34,36,46,49,51,52,57,62,63,64,65,74,75,83,84,85,86,108,109,110],"wheel\u5305":81,"while":[2,4,9,18,29,38,50,55,58,59,68,71,72,77,80,82,85,125],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":110,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":105,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":102,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":102,"x86_64\u548cmaco":89,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":99,"x\u548cwindow":134,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":99,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":125,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":125,"zero\u4e09\u79cd\u64cd\u4f5c":130,AGE:[123,124],AWS:[9,33,127,128],Abs:18,And:[3,4,6,9,10,11,18,25,27,34,38,39,46,53,55,66,70,73,77,82,85,123],But:[4,5,9,18,27,52,58,66,73,82,89,138],EOS:4,For:[3,4,5,6,9,18,25,26,28,29,35,36,37,39,40,41,44,45,50,51,52,54,57,59,63,66,67,68,71,72,73,74,75,76,77,78,79,80,83,84,85,86,88,113,115,138],IDE:106,IDs:[10,18,38,68],IRs:41,Into:123,Its:[3,4,51,83,123],K8s:138,NMS:4,NOT:[18,76],Not:[26,31,59,138],OPs:[41,43],One:[3,5,18,25,27,38,63,66,82,86],Ops:[78,80,84],PFS:47,QoS:124,Such:[57,76,87],TLS:[26,47,123],That:[4,9,70],The:[1,2,3,4,5,6,9,10,11,14,17,18,19,22,25,26,27,28,30,31,35,37,38,39,41,43,44,45,48,49,51,55,58,59,62,63,65,67,68,70,71,73,74,75,76,77,80,82,83,84,85,86,87,88,108,109,110,113,116,119,123,125],Their:[4,31],Then:[4,5,18,40,41,52,57,59,70,73,75,113,123],There:[3,4,10,18,25,26,29,30,31,36,38,39,41,48,49,50,55,59,66,67,68,71,72,73,76,80,82,83,85,123],These:[3,11,28,29,44,49,54,69,80,83,84],Use:[3,9,18,26,42,48,77,78,113,123],Used:[5,14,19,78,85],Uses:59,Using:[18,31,50,71,77,78,80,82],VPS:123,Will:[9,25,99],With:[4,5,40,44,50,70,74,87],YES:39,Yes:[61,96],___embedding_0__:125,___embedding_1__:125,___fc_layer_0__:123,__align__:49,__cuda_align__:49,__device__:49,__doc__:84,__file__:39,__forceinline__:49,__fp16:49,__global__:49,__gradient_machines__:25,__hadd:49,__half:49,__half_raw:49,__impl__:84,__init__:[44,45,53,59,69,76,87,108,113,114],__main__:53,__name__:53,__param_conf__:25,__rnn_step__:105,__square_error_cost_0__:125,__tmp_params__:25,__va_args__:79,__x:49,_addup_repetitive_outputs_:28,_append_backward_ops_:[28,44],_append_backward_vars_:28,_binari:30,_create_global_var:76,_def:59,_dtype:55,_filer:62,_filter:62,_fwd:62,_fwd_pd:62,_input:62,_librari:30,_link:5,_live_in:59,_live_out:59,_loss:53,_op:[55,109],_output:62,_presucessor:59,_program:59,_proj:4,_recurrent_group:105,_remove_no_grad_branch_:28,_reorder_input:62,_source_language_embed:105,_src_input:62,_sucessor:59,_target_language_embed:105,_test:30,_update_op:45,_use:59,_value_index:55,a75:49,a_op:109,aaaaa:33,aaaaaaaaaaaaa:123,abbrevi:11,abc:4,abil:53,abl:[4,26,28,41,57,69,73,76,138],about:[5,11,29,30,39,43,48,51,59,67,77,82,84,85,113,123],abov:[3,4,18,26,28,29,30,31,35,40,41,49,50,51,52,54,62,67,68,69,70,71,73,74,76,84,86,87,113,115,123,138],abs:[5,16,27,53,92],abs_numerical_grad:27,absolut:92,acc:41,acceler:[4,32,61,70,71],accept:[2,4,9,18,26,78],access:[4,5,18,26,30,35,38,39,40,41,76],accessmod:123,accessor:76,accord:[3,4,11,18,27,28,36,41,43,54,68,78,87],accordingli:[3,4],account:[78,138],accrodingli:34,accumul:[31,36,45,70,71],accur:[27,38,73],accuraci:[3,14,45],achiev:[43,70,71,85],acquir:50,across:[4,9,28,41,67],act1:55,act2:55,act:[4,5,18,19,29,41,55,68,76,87,92,99,100,102,105,116],act_output:84,act_typ:55,actgat:18,action:123,activ:[5,18,19,24,30,55,59,68,73,76,80,84,92,99,100,105],activi:5,actnod:18,actual:[4,18,34,44,50,53,55,62,66,71,84,85,86],actual_layout:62,adadelta:92,adagrad:[20,71,83],adagradoptim:69,adam:[20,26,36,41,53,94],adamax:20,adapt:[3,6,25,73,86],add:[4,5,9,16,18,20,23,25,27,28,29,30,34,38,41,43,45,49,52,56,58,69,71,75,76,78,80,82,85,89,107,110,116],add_activ:76,add_bia:76,add_depend:30,add_execut:30,add_input:[67,108],add_memori:67,add_output:67,add_scalar:[29,68,74],add_sum:76,add_test:[30,108],add_to:93,add_two:[29,67],add_unittest_without_exec:108,addattr:[84,109],addbia:108,addcom:[84,109],added:[3,4,14,18,23,25,29,43,44,49,66,70,71,80,107],adding:80,addinput:[84,109],addit:[4,5,28,70,73,78,80,87],addition:67,addmemori:62,addop:52,addoutput:109,addprimit:62,addprimitivedesc:62,addr:31,address:[31,36,40,41,119,138],addrow:108,addtolay:4,addtyp:84,adjust:[28,44],admin:138,administr:[38,138],adopt:[49,53],advanc:27,advantag:[27,49,50,71,77],adversari:[53,77],affect:[4,29],affili:68,afford:35,aforement:30,after:[4,5,10,11,18,28,29,30,35,36,38,41,42,43,44,46,48,49,59,62,70,72,73,76,107,113,123],aftern:73,again:[26,31,71],against:123,age:[10,125],agg_level:[4,101,102],aggreg:[45,70,123],aggregatelevel:[101,102],ago:30,agre:[92,99],alex:18,alexnet_pass1:132,alexnet_pass2:132,algo:62,algo_hrnn_demo:102,algorithm:[4,6,18,28,35,44,59,62,68,71,80,86],alia:18,align:[4,5,9],all:[2,3,4,14,16,18,19,25,26,28,29,30,31,34,36,38,39,40,41,42,44,46,48,50,53,54,55,58,59,62,63,65,66,67,68,69,70,71,73,74,76,78,84,85,89,92,99,104,116,123,125,138],all_output_nam:28,alloc:[2,36,39,59,62,85,110,116],allow:[26,36,40,41,44,50,71,80,123],allow_only_one_model_on_one_gpu:[129,130,132],allreduc:70,almost:18,along:[4,11,18,19],alpha:[18,30,80],alreadi:[18,30,31,50,62,76,82,89,123],also:[4,5,10,18,26,28,29,30,34,37,41,49,50,52,53,54,55,58,59,66,67,68,71,72,73,74,75,76,77,80,82,84,85,87,88,115,138],altern:113,although:[28,70],altogeth:138,alwai:[4,5,18,25,30,63,83,123,125],amazon:[123,124],amazonaw:123,amazonec2fullaccess:123,amazonelasticfilesystemfullaccess:123,amazonroute53domainsfullaccess:123,amazonroute53fullaccess:123,amazons3fullaccess:123,amazonvpcfullaccess:123,ambigu:77,amd64:123,amd:66,amend:107,among:[18,123],amort:70,amount:18,analys:73,analysi:[73,113],analyz:59,ancestor:[74,76],andd:123,andrew:59,android:134,android_abi:134,android_api:134,android_arm_neon:134,android_native_api_level:134,android_standalone_toolchain:134,android_toolchain:134,androideabi:134,ani:[4,5,9,18,20,26,30,31,36,38,39,40,41,46,49,50,57,59,63,68,70,71,76,77,79,80,86,92,99,123],announc:49,anoth:[4,9,25,26,28,29,39,50,51,62,68,76,82,84,85,86,123],anroid_arm_mod:134,ans:123,answer:[40,50,123],anymor:70,anyon:18,anyth:[9,68,77,123],anytim:53,anywai:113,apach:[61,92,99],apart:18,api:[10,14,25,26,28,30,36,37,39,40,45,47,52,53,55,67,72,73,78,81,87,88,98,112,113,114,115,117,119,121,123,125,133,134,138],api_pydataprovider2:92,api_shar:30,api_test:30,api_trainer_config_helpers_lay:105,apiserv:123,apivers:[123,124,125],appar:28,appear:[40,50,54,85],appel:59,append:[18,25,28,44,45,68,76,77,102,105,121,125],append_backward:[20,28,69,113,114],append_batch_s:18,append_clip_op:44,append_gradient_machin:25,append_op:[44,58,76],append_oper:76,appleyard:115,appli:[4,18,53,54,70,73,82],applic:[22,40,49,50,51,54,76,78,92,99,113,115,123,124,138],applyl1:34,approach:[4,41,42,43,70,71,72,80,138],approxim:[16,18,71],apt:[96,113,114],arang:18,arbitrari:[4,41,63],arch:134,architectur:49,archiv:[10,64,65,117],area:53,arg:[3,5,22,28,55,69,84,94,109,125],arg_nam:4,argmax:18,argpars:125,args_ext:125,argu:75,argument:[4,9,11,22,28,29,34,35,41,69,72,75,76,117,119,120,125,134],argumentpars:125,arithmet:49,arm64:[134,135],arm64_standalone_toolchain:134,arm:[49,134,135,136],arm_standalone_toolchain:134,armeabi:134,armv7:[49,135],armv8:49,arn:123,around:[4,38,59,76,123,138],arrai:[2,4,9,11,18,25,36,40,54,68,74,76,77,78,87,92,94,99,109,119],arrang:87,arrari:[18,119],array_to_lod_tensor:59,arrow:53,articl:[51,54,107],artifact:[81,123],artifici:[16,59],arxiv:[5,16,18,53],as_row_vector:4,as_step_input:29,asgd:71,ask:[28,31,38],assgin:59,assign:[3,4,19,28,35,40,42,44,49,51,70,119,123,138],assignmemt:59,associ:[72,79],assum:[3,4,18,29,41,62],assumpt:41,ast:40,astyp:[77,109],asyc:31,async:[31,129],async_count:[129,130],async_lagged_grad_discard_ratio:130,async_lagged_ratio_default:[129,130],async_lagged_ratio_min:[129,130],asynchron:[31,70,73],atom:42,att_seq:5,attach:5,attend:5,attended_sequ:5,attenion:5,attent:[4,5,19],attn_scor:19,attr1:4,attr2:4,attr:[2,4,5,18,29,40,55,58,62,74,75,76,84,92,93,94,105,109],attr_map:84,attrdesc:74,attribu:62,attribut:[4,5,18,24,28,29,43,44,58,74,76,78,82,84,87],attributemap:109,attrproto:84,attrtyp:[74,84,109],attrvalu:84,auc:[45,129],authent:123,author:[47,92,99,123],auto:[29,34,42,51,62,64,75,78,82,86,87,95,108,109,110,115],autom:123,automat:[4,18,26,28,36,41,43,44,52,69,78,84,113,123],avail:[31,36,43,49,50,59,123,138],averag:[3,4,7,18,25,35,92],average_test_period:[129,130],avg:[101,115],avg_cost:[41,116],avg_x:18,avgpool:4,avoid:[27,29,31,41,58,62,70,71,72,115],avx:96,awai:50,await:124,awar:[26,40,45,51,67,76,113,123],awk:126,aws:47,aws_account_id:123,awsaccountid:123,awskeymanagementservicepowerus:123,axes:18,axi:[4,18,92],axis:4,aync:43,b363:124,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:124,ba5f:123,back:[4,18,25,28,31,41,49,53,71],background:[3,4,80],background_id:[3,4],backpropag:[27,28],backward:[1,4,5,23,27,29,34,36,44,53,60,61,69,71,72,75,79,80,108,109,116],backward_first:105,backward_op:27,backwardactiv:108,baidu:[50,124],bake:41,balanc:[43,70,123],bandwidth:[49,70],bare:[124,138],barrier:121,barrierstatset:115,basci:55,base:[3,4,7,9,10,14,16,18,20,23,26,35,44,45,49,50,57,62,66,69,70,71,73,78,79,80,85,87,106,113,116,123],baseactiv:5,baseerrorclipattr:44,baseev:25,basematrix:108,basenam:3,basepoolingtyp:[4,5],basestr:[2,3,4,5,7,25],bash:[95,96,106,107,121,123,124,125],basi:[92,99],basic:[4,25,41,55,62,73,74,78,79,87],batch:[4,5,9,11,14,18,19,25,26,29,31,33,34,41,45,46,50,53,56,66,67,68,70,71,87,92,99,119,123,124,125],batch_id:[25,53,92,99],batch_im:53,batch_images_from_tar:11,batch_label:53,batch_norm:53,batch_norm_lay:5,batch_norm_typ:4,batch_read:[33,77],batch_siz:[9,41,53,60,68,92,99],batch_szi:53,batch_z:53,batchnorm:[18,53],batchsiz:[4,108],bazel:30,bbbbb:33,bbox:3,bcd:4,bcebo:10,bcm2708:136,bdist_wheel:81,beacus:55,beam:[4,105],beam_gen:[4,105],beam_search:[25,68,104,105],beam_siz:[4,68,105,129,130,132],becaus:[3,4,10,19,26,29,30,31,36,49,68,72,76,77,80,82,83,86,87,88,102,113,123],becom:[42,43,82,85],been:[4,5,18,28,30,35,50],befor:[4,5,18,28,31,38,44,48,51,54,66,71,72,73,77,80,89,92,109,113,123,138],begin:[3,4,14,18,28,34,36,45,48,54,68,70],beginiter:[25,26],beginn:105,beginpass:[25,26],begintrain:26,behavior:18,behind:[50,87],being:[18,28,38,44,50,75,77,113],belong:[3,4,41,82],below:[18,29,31,36,41,43,49,50,63,72,77,80,87,88,123],benchmark:63,benefit:[5,38,39,68],bengio:16,besid:[4,10,41,59,66,70],best:[30,62],besteffort:124,beta1:[6,20],beta2:[6,20],beta:[18,53],better:[5,30,50,59,62,68,86,123,138],between:[3,4,11,18,25,28,30,31,36,41,43,49,50,62,65,70,72,79,82,123],bgr:11,bi_gru:5,bi_lstm:5,bia:[4,5,18,68,76,108],bias:[4,18],bias_attr:[4,5,18,76,92,94,102,105],bias_initi:18,bias_param_attr:5,biases_:108,biasparameter_:108,biassiz:108,bidi:124,bidirect:[4,5],bidirectional_lstm:93,big:[40,43,59,138],bigger:[18,31],bilinear:4,bilinear_interpol:4,bilinearfwdbwd:115,bin:[96,120,121,123,124,125],binari:[3,4,9,18,30,39,41,49,51,53,63,113,120,123],bind:[40,49,52,82,85],bioinf:18,bit:49,bitcod:135,black:53,blank:[4,18,123],block0:59,block1:59,block2:59,block:[4,28,32,34,36,40,41,42,43,44,45,46,50,57,59,66,67,69,85,88,110],block_i:4,block_id:[40,46],block_x:4,blockdesc:[29,54,76,78],blockdescbind:57,blockingcount:42,blueprint:68,bn_bias_attr:5,bn_layer_attr:5,bn_param_attr:5,book:[10,78,96,105,111,116],bool:[2,3,4,5,6,7,9,11,18,25,29,49,56,58,60,61,62,75,76,83,84,87,88,108,119,130,132],boost:[66,85],boot:[4,104,105,138],boot_bia:4,boot_bias_active_typ:4,boot_lay:[102,105],boot_stat:87,boot_with_const_id:4,bootstrapp:138,borrow:[53,87],bos_id:[4,105],both:[1,2,4,5,11,18,26,29,30,31,38,41,43,49,50,53,57,59,66,68,70,73,75,83,85,123],bottl:70,bottleneck:73,bottom:25,bound:[4,18,59],boundari:41,boundri:3,box:[4,53],brace:[29,54],brain:38,branch:[4,18,26,29,30,41,50,56,74,81,107],break_if:87,brief:[30,36,49,85,110],bring:[50,59],broadcast:[18,31,70,78,138],broken:107,browser:[113,123],bsd:[70,106],bucket_nam:123,buf:34,buf_siz:[9,41],buffer:[9,34,62,63,71,77,82,116],buffer_s:9,buffered_read:77,bufsiz:9,bug:[107,123],build:[4,10,30,39,41,54,55,59,61,71,80,81,84,89,95,106,107,111,113,114,117,121,123,125,127,128,134,135,136],build_dict:10,build_doc:111,build_model:53,buildtool:81,built:[30,40,41,49,51,59,66,70,84,87,113,114,115,138],bunch:63,button:123,c11:64,c703c041:107,c99:65,c99e:123,cach:[49,92],cache_pass_in_mem:92,cachetyp:92,cacul:[5,45],caff:[29,50],caffe2:[29,40,50],caffe_poli:94,calcul:[3,4,5,14,18,27,28,31,36,42,45,49,59],calcut:59,calendar:73,call:[3,4,5,9,18,25,26,27,28,29,34,35,36,37,39,40,41,44,51,53,54,59,67,68,69,73,76,78,79,82,84,85,87,113,114,115,123,125],callabl:[2,4,9,10],callback:[44,108],caller:[27,113,123],calrnn:102,can:[2,3,4,5,9,10,11,18,19,22,25,26,27,28,29,30,31,34,35,38,39,40,41,43,44,46,49,50,51,52,53,54,55,57,58,59,62,66,67,68,69,70,71,73,74,75,76,77,78,79,80,84,85,86,87,88,113,115,123,138],cancel:38,candid:[4,18,68],candidate_activ:18,cannot:[78,82,86,87,89],cantain:55,capabl:[49,72,78],capac:[80,123],capi:[64,117],capi_priv:117,capi_prvi:65,caption:68,captur:4,card:70,care:[5,39,59,77,85,138],caret:25,carpedm20:53,carri:18,cast:[49,86],cast_to_op_attr:84,cat:[9,11,96,125,126],categori:[4,10,31],categorig:10,categoryfil:124,caus:[31,48],caution:123,cbla:[60,117],cc_:30,cc_binari:30,cc_test:30,cclient:37,cde:4,cdn:10,cduadevicecontext:[66,85],ceil:4,ceil_mod:4,cell:[4,5,18],cell_activ:18,cell_t_prev:18,cell_valu:18,center:11,center_crop:11,cento:[98,138],central:80,ceph:[9,33],cephf:[33,39,47],certain:[18,58,66,69,73,82,85],certif:[26,47,89,123],cffi:64,cfg:[59,124],cgo:64,chain:[9,28,54],challeng:[4,31,50,56,85],chanc:[26,49],chang:[4,10,30,35,39,41,50,62,72,74,77,79,81,82,107,123],changes:62,channel:[4,5,11,18,40,115],channel_shar:4,chapter:[67,68],chapter_data:67,chapter_out:67,check:[9,17,28,29,30,44,62,75,78,89,94,107,108,119,123,130],check_align:9,check_attr:84,check_eq:108,check_grad:[27,109],check_l:108,check_output:109,check_sparse_distribution_batch:[129,130],check_sparse_distribution_in_pserv:[129,130],check_sparse_distribution_ratio:[129,130],check_sparse_distribution_unbalance_degre:[129,130],checker:78,checkgrad:130,checkgrad_ep:130,checkmark:138,checkout:107,checkpoint:[43,75],checksum:47,child:29,chip:50,chmod:123,choic:[18,30,50],choos:[18,58],chosen:[53,66],chunk:[35,47],chunk_schem:3,chunktyp:3,chw:11,circl:54,circumst:85,claim:123,claimnam:[123,125],clang:[49,64,107,134],clarifi:[3,18],clariti:68,classdim:18,classic:[4,59],classif:[4,16,18,54],classifi:[4,53],classification_cost:[92,102],classification_error_evalu:3,classification_evalu:3,claster:123,clean:[29,30,46,72,78,89,107],clear:[3,30,68,72,82,86],clearer:[72,76],clearli:82,cli:123,click:[113,123],client:[34,37,78],clip:[2,5,130],clip_op:44,clip_op_desc:44,clock:4,clone:[4,95,106,111,113,114,117,134,136],close:[77,107],cloud:[30,31,39,47,48,78,138],cloud_read:9,cludform:123,cluster:[9,25,26,29,31,36,41,121,122,125],cluster_test_fil:121,cluster_train:[92,122],cluster_train_fil:121,cluster_train_v2:[122,126],cm469:123,cmake:[65,89,95,106,107,109,111,113,115,117,134,135,136],cmake_build_typ:[113,134,135,136],cmake_c:[134,135],cmake_system_nam:[134,135,136],cmakefil:89,cmakelist:[30,60,61,108],cmatrix:[64,65],cname:123,cnn:[4,18,124],coars:52,code:[4,9,26,28,30,38,41,43,46,49,52,53,54,58,63,66,69,71,72,73,75,77,78,79,80,84,87,108,123,124],codebas:78,coded_stream:94,codedinputstream:94,coeff:4,colindic:119,collabor:31,collect:[4,10,25,73],collectbia:108,color:11,colour:10,colum:119,column:[3,4,18,54,77,113,119],column_evalu:3,com:[4,5,10,30,53,81,89,95,106,107,111,113,114,116,117,123,124,134,136,138],combin:[3,4,5,9,20,25,59,69,78,82],come:[41,45,59,74,87],comma:[22,25,36],command:[9,22,30,34,39,48,106,108,113,123,124,125,127,128,132],commandlin:[115,125],comment:[18,30,55,84,102,125],commit:[30,124],common:[11,16,20,23,33,80,85],commonli:[48,80,113],commun:[31,36,37,41,43,70,123],compani:50,compar:[27,30,40,78],comparison:[30,50],compat:[19,49,52,70],compil:[4,30,41,50,55,57,59,66,70,79,83,84,88,106,121,134,135,136],complaint:30,complet:[4,5,10,18,20,25,28,29,31,35,36,44,47,54,63,66,78,113,123,124,125,138],complex:[5,38,59,68,78],complianc:[92,99],complic:[4,41,52,77,86,87],compon:[41,55,87,88],compos:[9,19,26,52,55,67,76,78],composenotalign:9,composit:52,compress:[35,119],compris:28,comput:[4,5,18,19,22,26,27,31,41,43,46,49,50,51,55,59,63,66,69,70,71,73,79,82,85,86,88,109,110,113,116,123],computation:4,computationgraph:55,con:70,concat:[53,105],concaten:[4,5,18,53,67,87,92],concentr:78,concept:[3,26,40,50,52,53,55,62,67,68,71,72,74,82,87,88],conceptu:[46,50,53,55],concern:[26,45],concis:[53,87],conckerneltrac:22,concret:[78,85],concurr:[31,38,43,73],cond:[18,29,50,56,74],condit:[4,18,35,41,50,56,62,92,99,124],condtion:53,conf:[4,94,102,122,125],conf_paddle_gradient_num:[123,125],conf_paddle_n:[123,125],conf_paddle_port:[123,125],conf_paddle_ports_num:[123,125],conf_paddle_ports_num_spars:[123,125],confer:16,confid:4,confidence_threshold:4,config:[2,4,22,33,48,68,99,108,117,123,124,125,129,130,132,138],config_:[34,130],config_arg:[129,130,132],config_bas:[3,4,25],config_lay:108,config_len:36,config_pars:[60,61,108],config_proto:36,configprotostr:94,configur:[4,18,25,28,34,36,38,39,41,43,50,55,58,76,85,86,100,108,138],confirm:48,conflict:[82,107],confus:[11,53,58],conll:10,connect:[5,18,39,40,41,43,90,123,124,138],connectionist:[4,18],consequ:[4,5],consid:[3,4,16,28,75,85,138],consider:[4,5,66],consist:[3,4,10,11,18,35,51,63,74,77,78,79,84,88],consol:123,consolid:29,constant:[4,16,18,55,57,58,66,94],constantiniti:18,constraint:82,construct:[3,18,26,46,55,59,67,76,78,82,84],constructbackwardgraph:54,constructoptimizationgraph:54,constructor:[18,44,49,73,76,78,82,84],consum:[31,113],consumpt:59,contact:38,contain:[3,4,5,7,9,10,11,18,19,25,26,28,29,35,46,53,55,62,63,66,72,73,76,78,79,82,83,84,87,88,106,123,124,125],containerport:123,content:[36,48,63,68,111],content_dir:111,content_len:36,context:[4,5,10,44,62,82,83,85,92,105,109,110,116],context_attr:5,context_len:[4,5],context_proj_layer_nam:5,context_proj_param_attr:5,context_project:5,context_start:[4,5],contin:123,continu:[3,28,31,63],contrast:4,contrib:80,contribut:80,contributor:78,control:[2,29,40,123,124,138],controlflowgraph:59,conv2d:53,conv:[5,53,62,86],conv_act:[5,19],conv_batchnorm_drop_r:[5,19],conv_bias_attr:5,conv_filter_s:[5,19],conv_fwd:62,conv_layer_attr:5,conv_num_filt:[5,19],conv_op:4,conv_pad:[5,19],conv_param_attr:5,conv_pool_2:41,conv_strid:5,conv_with_batchnorm:[5,19],conveni:[26,28,55,69,84],convent:[18,28,36],convers:[49,50],convert:[10,18,33,41,42,43,49,50,51,62,77,79],convlay:4,convlution2d:18,convolut:[4,5,9,18,19,53,66,76,85],convolution2d:18,convolution_algorithm_opt:62,convoper:4,convproject:4,convtranslay:4,convtransproject:4,cool:107,coordin:[31,36],copi:[25,26,35,38,48,54,67,68,70,71,87,92,99,123],copy_from:44,copyright:[92,99],copyvariablewithtensor:86,core:[2,14,18,28,55,58,65,71,72,87,116],coreo:[123,138],corespond:18,corner:78,corpu:10,correct:[4,18,27,28,49,70,123],correctli:[3,9,28,49,53],corresond:49,correspend:18,correspoind:26,correspond:[4,18,19,23,26,28,29,30,44,49,55,56,62,66,67,68,76,78,79,80,84,85,94,113],corss_entropi:26,cortex:49,cos:[4,84],cosin:[4,18,84],cosineop:84,cosineopproto:84,cosineopprotomak:84,cost:[18,25,26,28,41,54,69,70,74,75,86,92,99,116],cost_id:4,cost_np:75,could:[4,9,25,26,27,35,40,41,42,43,49,50,51,67,69,71,72,74,76,77,79,113,123],count:[3,31,39,45,75,77,115,121,124,130,132],counter:[22,31,35,42,54],cours:[3,39,66],covari:4,cover:50,cp27:98,cp27m:[81,98],cp27mu:[81,98],cpp:[27,34,52,60,61,64,65,72,78,88,94,102,108,115,125],cprofil:[113,114],cprofilev:[113,114],cpu:[2,4,27,39,49,58,66,71,72,73,78,80,81,85,86,106,109,110,113,115,116,124,132],cpu_avx_mkl:98,cpu_avx_openbla:98,cpu_kernel:58,cpu_ns_:73,cpu_per_pserv:41,cpu_per_train:41,cpudevicecontext:[66,85,109],cpuelapsedu:73,cpuengin:61,cpuinfo:96,cpuplac:[41,58,62,66,85,86,109,110,116],cpusparsematrix:65,crash:[31,115],creat:[2,9,14,18,25,26,27,29,31,36,40,42,44,45,46,47,48,49,50,52,53,54,62,66,67,69,70,71,72,76,79,80,92,94,99,107,108,111,119,124,125,126,138],create_backward_pass:69,create_bias_paramet:108,create_block:76,create_doc_str:84,create_input_paramet:108,create_local_scop:46,create_oper:52,create_optimization_pass:[20,69],create_paramet:76,create_python_ops_creatation_funct:84,create_rnn:29,create_rnn_op:67,create_st:14,create_tmp_var:76,create_tmp_vari:76,create_var:76,create_whileloop:87,creategradientoper:79,creatememori:62,createop:84,createoper:29,createprimitivedesc:62,createstack:123,createvari:29,creation:[52,123],creationd:123,creator:[9,10,33,78,79],creator_:79,credenti:48,crf:[85,86],critic:[53,113],crlf:107,crop:[11,85],crop_grad:85,crop_siz:11,crope:11,cropgradkernel:85,cropkernel:85,cross:[4,18,76,94,134,135,136],cross_entropi:[4,26,41,53,59,86],cross_entropy_with_selfnorm:4,crt:47,csc:108,csr:[108,119],csv:[22,94],ctc:[3,18],ctc_evalu:3,ctest:[95,106,107,109],ctor:76,ctrl:[106,122],ctx:[62,86,109,110],cubla:66,cublas_handle_:85,cublashandle_t:85,cuda7:[98,100],cuda8:[95,96,98],cuda:[22,30,51,66,73,78,85,106,109,115,130],cuda_context:51,cuda_dir:[129,130],cuda_fp16:49,cuda_profil:22,cuda_so:[89,96],cuda_visible_devic:92,cudaconfigurecal:115,cudadevicecontext:[51,66,85,109],cudadevicegetattribut:115,cudaelapsedu:73,cudaevent_t:73,cudaeventcr:115,cudaeventcreatewithflag:115,cudafre:115,cudagetdevic:115,cudagetdevicecount:115,cudagetdeviceproperti:115,cudagetlasterror:115,cudahostalloc:115,cudalaunch:115,cudamalloc:115,cudamemcpi:115,cudaplac:[66,85,86],cudaprofilerstart:115,cudaprofilerstop:115,cudaprofilestop:115,cudaruntimegetvers:115,cudasetdevic:115,cudasetupargu:115,cudastream_t:85,cudastreamcr:115,cudastreamcreatewithflag:115,cudastreamsynchron:115,cudeviceget:115,cudevicegetattribut:115,cudevicegetcount:115,cudevicegetnam:115,cudevicetotalmem:115,cudnn:[4,7,18,30,58,62,66,85,86],cudnn_batch_norm:4,cudnn_conv:4,cudnn_conv_workspace_limit_in_mb:[129,130],cudnn_convt:4,cudnn_dir:[129,130],cudnn_kernel:58,cudnnavginclpadpool:4,cudnnavgpool:4,cudnnv5:95,cudrivergetvers:115,cuinit:115,cumtim:[113,114],cumul:4,cur_mem:68,curl:123,curli:[29,54],current:[4,18,28,29,30,31,34,36,40,43,45,50,58,66,67,68,71,72,73,76,82,86,87,111,123],current_block:[74,76],current_oper:74,current_word:[92,105],curv:26,custom:[20,26,39,49,53,68,71,78,123],custom_batch_read:77,cut:[9,87],cut_lin:9,cutoff:10,cv2:11,cxx:[134,135],cxx_compil:[134,135,136],cxx_flag:[134,135],cxxabi_1:98,cycl:31,cyclic:4,cython:64,d3e0:123,d_b0:53,d_b1:53,d_b2:53,d_block:53,d_f:53,d_g:53,d_h0:53,d_h0_bn:53,d_h0_relu:53,d_h1:53,d_h1_bn:53,d_h1_relu:53,d_h2:53,d_loss:53,d_loss_fak:53,d_loss_real:53,d_optim:53,d_step:53,d_t:53,d_w0:53,d_w1:53,d_w2:53,dandroid_abi:134,dandroid_arm_mod:134,dandroid_arm_neon:134,dandroid_standalone_toolchain:134,darwin:123,dash:53,dat:33,data:[3,10,11,14,19,25,26,27,29,33,34,35,43,45,47,49,50,53,54,55,57,58,59,62,63,66,67,68,69,70,71,72,74,76,78,80,82,83,84,85,87,88,92,99,100,102,105,110,116,119,121,124,125,127,129],data_batch:92,data_fil:11,data_i:53,data_lay:[34,92,102],data_layout:18,data_layout_:86,data_read:[9,77],data_reader_creator_random_imag:77,data_shar:87,data_typ:[9,10,63,83,86,88,93,99,100,105,119],data_type_:[58,66,86],data_x:53,databas:10,datacent:[33,48],datacenter1:33,datacenter2:33,datacenter_1:33,datacenter_2:33,datacenter_nam:33,datadim:4,datafeed:[12,116],dataflow:55,dataflow_analysi:59,datalayout:86,dataparallel:41,dataprovid:[92,94,125],datasci:4,dataset:[18,33,39,41,71,77,99,100,105,113,114,121],dataset_nam:11,datatransform:86,datatyp:[10,14,18,58,62,83,86,88],dcgan:53,dcmake_build_typ:[111,117],dcmake_install_prefix:[117,134,135,136],dcmake_system_nam:[134,135,136],dcuda_arch_nam:95,dcudnn_root:95,ddim:[66,85,110],dead:31,deal:[28,138],deb:107,debug:[27,28,41,48,50,76,111,113,114],debug_str:55,decai:[6,20,23],decar:9,decayr:34,decent:35,decid:[26,38,53,63,71,79,80,83],declar:[18,29,53,67],decod:[4,5,18,104,105],decoder_boot:105,decoder_dim:68,decoder_group_nam:105,decoder_input:[68,92,105],decoder_mem:[68,105],decoder_prev:5,decoder_s:[92,105],decoder_st:[5,105],deconv:[4,53],deconvolut:[4,18],decor:9,decrement:42,decrementcount:42,decrypt:123,deduc:78,deep:[4,16,18,28,38,46,53,54,59,61,73,78,80,85,115],deeper:51,deepspeech2:60,def:[4,9,26,27,28,33,39,44,45,52,53,55,58,59,67,68,69,76,77,84,87,92,94,99,102,105,108,109,125],def_block:53,defalut:18,default_block:53,default_decor:125,default_devic:132,default_main_program:[14,116],default_param_attr:76,default_st:87,default_startup_program:[14,116],default_valu:132,defaultdict:59,defaultinfervartyp:57,defect:72,defer:38,defin:[4,5,9,16,20,23,25,26,28,29,30,31,38,40,42,43,44,49,50,51,52,53,55,58,59,66,67,70,74,76,77,78,82,84,85,87,92,99,109,113,116],define_py_data_sources2:94,definit:[28,29,31,35,41,46,51,58,74,79,84,87,113,116],definiton:52,degener:18,degre:4,delai:[71,85],delet:[18,39,47,107],deletestack:123,delimit:[3,94],deliv:138,delta:[4,27],delv:[4,16],demand:[31,85],demo:[4,10,78,124,127],denot:18,dens:[4,9,36,37,83,123],dense_arrai:[9,93],dense_vector:[9,99,100,119],dense_vector_sequ:[9,119],dense_vector_sub_sequ:119,dep:30,depend:[18,29,30,31,39,41,43,55,70,75,83,138],dependent_var:75,deploi:[4,138],deploy:[55,63,78,123,138],deprec:4,depth:[29,50],dequeu:43,deriv:[1,26,41,44,56,69],desc:[29,44,62,63,76,84,87],desc_:29,descend:[18,87],descent:[4,31,71],descproto:63,describ:[26,28,29,30,35,40,41,46,51,58,62,63,67,68,72,74,76,78,83,84,86,88,123,124],describestack:123,describestackev:123,describestackresourc:123,descripotor:62,descript:[3,29,30,57,61,63,66,79,83,86,88,123,125],descriptor:[62,86],deseri:[25,63,72],deserializ:78,desgin:54,design:[4,9,16,28,34,58,59,64,71,73,80,138],desir:[9,31,41,71,123,124],destin:[36,48],destroi:[29,46],destruct:82,destructor:73,det_output:3,detail:[2,3,4,5,6,18,27,28,35,39,41,43,48,50,53,55,59,62,63,66,67,73,76,80,82,85,86,87,88,113,123,138],detect:[57,107],detection_evalu:3,detection_output:3,determin:[4,9,18,29,41,59,66,78],dev:[78,89,96,106,107,113,114,134,138],dev_ctx:[29,62,73],devel:81,develop:[28,30,50,57,72,73,76,79,81,107,113,116,135],deviat:[2,16],devic:[2,40,41,45,49,55,61,62,66,70,72,73,78,86,89,96,110,116,132],device_:73,device_context:[62,109],devicecontext:[29,66,73,109],deviceid:[61,132],deviceid_:61,deviceplac:85,devid:4,dhcp:138,diagon:18,diagram:67,diamond:53,dic:11,dict:[3,10,25,28,76,94,102,125],dict_dim:[92,102],dict_fil:[3,102],dict_siz:[10,18,34,68],dictionari:[3,4,10,25,26,27,76,92],did:72,diff:[92,107],diff_mat:27,differ:[3,4,18,19,25,28,29,30,31,36,38,41,42,43,44,45,46,49,50,53,55,56,59,62,66,68,70,71,73,75,79,82,86,87,88,113,123],differenti:52,difficult:[3,27,50],difficulti:16,dig:123,digit:4,digraph:55,dilat:[4,18,62],dilation_h:18,dilation_i:4,dilation_w:18,dim0:109,dim1:109,dim:[4,9,18,19,34,62,63,67,78,83,85,88,108,109,110],dim_:[85,110],dimens:[1,4,5,7,9,18,19,53,78,83,85,87,92,110],dimension:[4,18,119],dimes:4,dios_arch:135,dios_enable_bitcod:135,dios_platform:135,dios_use_veclib_for_bla:135,dir:[89,125,134],direct:[4,5,11,50,59,71,113],directli:[5,16,20,23,30,37,39,41,49,58,72,84,86,87],directori:[4,30,33,38,47,48,85,107,111,115,124],disabl:[18,73,94],disadvantag:[71,76],discard:[9,31,35,68,107,130],discexp:94,discount:4,discov:31,discoveri:123,discret:4,discrim:53,discuss:[26,29,35,36,37,41,62],disk:63,dispatch:[41,72],displai:[39,48],dist:[81,89,95],dist_train:[26,39],distanc:[3,4],distinguish:30,distribut:[4,16,29,35,36,37,38,40,45,51,70,78,88,92,99,127,128,130,138],distribute_test:[129,130],distributedli:41,disucss:26,div:18,divid:[4,6,18,28,45,84,88,113],divisor:18,diy_beam_search_prob_so:[129,130],dnn:[62,89],dns:123,do_forward_backward:77,doc:[9,55,67,87,109,111,121,122,125],doc_cn:111,docker:[81,89,95,96,107,111,121,123,124,125,127,128,134,138],docker_build:26,docker_clust:[122,126],docker_push:26,dockerfil:[106,107,125,134,136],document:[4,5,27,41,47,54,67,68,73,78],doe:[5,31,35,36,38,39,40,41,43,46,49,55,59,67,72,76,78,79,80,116],doesn:[2,4,9,26,29,40,77,113],doing:[34,38,41,54],domain:123,don:[5,26,30,52,54,59,77,123],done:[3,4,5,28,30,31,35,36,41,42,57,59,63,71,79,80,107,113,115,123,125],dot:[4,5,19,109],dot_period:[125,130,132],dotmuloper:4,dotmulproject:4,doubl:[18,41,49,54,73,86,109,130],down:115,download:[10,30,31,34,38,47,89,124,138],doxygen:107,dozen:30,dpython_execut:89,dpython_include_dir:89,dpython_librari:89,draw:68,drive:82,drop:[4,5,68],drop_fc:93,drop_rat:[2,93],dropout:[2,5,93],dropout_prob:18,dropout_r:[4,93],drpi_arm_neon:136,drpi_toolchain:136,drwxr:124,dst:[36,62],dst_primitive_desc:62,dtoh:115,dtype:[14,18,41,55,76,94,116],due:[35,38,53,59,68,76,113,114],dummi:[25,35],dump:[63,120],dump_config:120,dump_v2_config:120,duplic:[18,43],durat:35,dure:[4,5,23,28,29,31,35,38,39,45,50,59,70,71,73,76,78,88,123,138],duse_eigen_for_bla:134,dwith_c_api:[65,117,134,135,136],dwith_doc:111,dwith_golang:117,dwith_gpu:[95,111,117,136],dwith_mkl:[111,117],dwith_profil:115,dwith_python:[65,117,136],dwith_swig_pi:[65,117,134,135,136],dwith_test:[95,109,135],dwith_tim:115,dynam:[18,36,65,67,76,77],dynamic_cast:108,dynamic_recurrent_op:87,e2e:138,each:[3,4,5,7,9,10,14,18,19,25,27,28,30,31,34,35,36,38,39,40,41,44,45,46,51,54,57,59,62,66,67,68,70,72,73,75,76,77,78,79,82,83,84,85,86,87,88,113,123,138],each_feature_vector:1,each_time_step_output:1,eager:50,earli:[49,51],eas:[9,57],easi:[27,28,68,71,77,78,80],easier:[26,43,49,50,77,87],easili:[26,53,70,73,77,79,82,85],echo:[89,96],edg:[11,59],edit:[3,123],editor:76,edu:[10,123,124],eeoi3ezpr86c:123,effect:[4,25,123],effici:[4,41,63,77,85],effort:41,efg:4,efs:123,efs_dns_nam:123,efsvol:123,egd:59,eigen:[49,66,71,78,80,85,109],eigen_device_:85,eigen_use_gpu:109,eigenmatrix:110,eigentensor:110,eigenvector:110,either:[4,5,9,18,25,26,41,53,56,57,67,71,80,92,99],elb:123,elbapis:123,electr:59,electron:124,elem_dim:4,elememt:4,element:[3,4,5,9,11,18,25,27,35,43,55,68,78,109],element_typ:36,elementari:78,elementwis:[18,19],elif:[26,84],els:[26,34,39,41,43,44,50,53,56,57,58,59,82,84,96,102,108],elsewher:73,emac:106,emailweixu:30,emb1:[34,102],emb2:[34,102],emb:[92,94,102,124],emb_group:102,emb_para:94,emb_param_fil:94,emb_sum:92,embed:[26,29,34,43,57,68,83,87,94,105],embedding_lay:[34,92,102],embedding_nam:[4,105],embedding_s:[4,105],empir:4,emplace_back:108,emploi:[28,44,84],empti:[3,9,28,31,68],emul:49,enabl:[2,4,18,29,30,35,40,43,44,55,73,106,115,123],enable_grad_shar:[129,130],enable_parallel_vector:130,enableonstart:22,enc_proj:[5,105],enc_seq:5,enc_vec:105,encapsul:36,encod:[5,35,68,102],encoded_proj:[5,105],encoded_sequ:[5,105],encoded_vector:105,encoder1:102,encoder1_expand:102,encoder1_last:102,encoder1_rep:102,encoder2:102,encoder2_rep:102,encoder_ctx:68,encoder_ctx_expand:68,encoder_ctx_proj:68,encoder_dim:68,encoder_last:4,encoder_out_seq:68,encoder_s:105,encount:34,encourag:[41,46],encrypt:123,encrypt_decrypt:123,end2end:138,end:[3,4,18,25,28,29,41,44,51,55,59,68,72,73,77,82,105,107],end_pass:26,end_po:4,endforwardbackward:[25,92],endian:63,endif:[66,73],enditer:[25,26,92,99],endpass:[25,26,99],endpoint:[9,33,123],endtrain:26,engin:[39,61,62],english:4,enough:[28,29,58,59,66],enqueu:43,ensembl:5,ensur:[31,62,70,82],enter:[29,46],enterpris:78,entir:[4,5,36,38],entiti:[3,29,82],entranc:46,entri:[9,18,35,39,57,123],entropi:[4,18,76],entry_point:39,enueu:43,enumer:[1,66,94],env:[92,111,113,114,123,125],environ:[26,41,89,113,115,123,124],environmenterror:121,eol:107,eos_id:[4,105],epoch:53,epsilon:[4,6,18,20],equal:[4,5,18,19,31,87,102,109],equat:[3,4,5,6,18,59,109],equival:[26,29,40,44,50,56,84,138],error:[2,3,4,5,18,26,27,35,48,49,50,62,82,89,94,117,123,130],error_clip:44,error_clip_callback:44,error_clipping_threshold:[2,92],errorclipbyvalu:44,especi:[4,5,61],essenc:[26,28],essenti:[4,26,46,49],establish:40,estim:[4,26,43,71],eta:124,etc:[3,9,18,29,41,45,62,70,71,77,82,123,138],etcd:[9,25,31,35,36,38],etcd_addr:36,etcd_endpoint:9,eth0:[123,125],euclidean:4,eval:[3,14,29,45,53,78],eval_program:[14,45],eval_result:45,evalu:[4,12,24,25,38,55,75,115,116,120],evaluate_difficult:3,even:[26,49,70,76,77],evenli:[36,123],event:[92,99,124],event_:73,event_block:73,event_handl:[25,26,92,99],eventkind:73,eventlist:73,eventu:[41,87],everi:[3,4,5,9,14,26,31,35,36,38,44,45,54,55,57,59,62,66,67,70,76,82,84,86,99,116],everyth:[41,43,53],evid:72,evolv:50,exactli:[4,5,92,123],exampl:[3,4,5,9,10,11,18,19,25,29,39,41,43,45,48,50,51,52,53,54,55,57,59,62,66,67,68,72,73,74,76,77,78,79,80,83,85,86,87,113,116,123],example_read:9,exc_path:89,exceed:4,except:[4,10,38,40,50,54,73,87,99],excess:59,exchang:72,exclud:4,exclude_mod:4,exclude_param:25,excluded_chunk_typ:3,exconv:4,exconvt:4,exdb:10,exe:[41,116],execut:[4,30,31,35,39,40,41,45,46,51,53,55,59,62,70,73,79,88,113,123],executioncontext:[62,86,109,110],executor:[12,14,40,41,45,49,50,51,53,69,74,76,86,88,113,114,116],exist:[26,29,31,48,50,68,76,77,79,84,85,87,110,123],exit:[36,48,124],exp:94,expand:[18,68,102],expand_a:[4,101,102],expand_lay:102,expand_level:[4,101],expandconvlay:4,expandlevel:101,expans:4,expect:[4,86],expected_desc:62,expected_kernel_kei:86,experi:63,expert:30,expir:31,explain:[3,18,31,40,50,52,54,113],explan:[4,27,39,40,41,82,86],explicit:[73,87,108],explicitli:[26,41,46],explod:44,explor:[4,68,80],expon:4,exponenti:[1,18],expos:[28,37,62,63,85,87,123],express:[26,43,45,55,59,92,99,123],extend:[3,71,87],extens:[38,43,68],extent:65,extern:[30,61,64,65,78],extern_mklml:89,external_librari:30,extingrad_:61,extinval_:61,extoutgrad_:61,extoutval_:61,extra:[2,4,5,41,80,85,138],extra_lay:25,extraattr:[2,132],extraattribut:4,extraattributenon:4,extract:[3,4,50,72,123],extralayerattribut:[2,5,92,93],extralayeroutput:5,extrem:[4,40,50],f1205:94,f120da72:124,f7e3:123,fa0wx:124,fabric:[121,122],face:[30,80],fact:[18,40,50,70,74,76],factor:[2,6,18],factor_s:4,factori:64,fail:[31,35,68,89,94,124,130],failur:[31,36],fake:53,fake_imag:77,faked_imag:53,fall:[49,75],falloc:47,fals:[2,3,4,5,6,9,18,19,20,27,28,29,50,56,58,60,67,74,75,77,83,88,92,99,100,102,105,108,109,119,121,124,132],false_block:[29,56,74],false_label:77,false_neg:45,false_posit:45,false_read:77,fan_in:16,fan_out:16,faq:133,far:[44,87],fashion:41,fast:[4,35,50,115],faster:[4,5,18,23,31,50],fastest:50,father:28,fault:[25,35,78],fbd1f2bb71f4:124,fc1:[55,108,132],fc1_bia:55,fc1_weight:55,fc2:[55,132],fc3:[55,132],fc4:132,fc8a365:123,fc8a:123,fc_act:5,fc_attr:5,fc_bias_attr:5,fc_layer:[76,84,92,94,102,132],fc_layer_nam:5,fc_mat:25,fc_op:84,fc_out:29,fc_output:84,fc_param_attr:5,fc_without_b:29,fclayer:108,fcop:52,fdata:102,feasibl:71,featur:[1,4,9,10,18,28,41,49,55,70,73,107],feed:[5,25,26,41,54,67,80,99,116],feed_dict:53,feed_list:116,feeder:[9,41,116],feedforward:16,fetch:[10,31,34,41,75,89,107,116],fetch_list:[41,76,116],fetch_op:75,few:[30,31,41,59,71,77,83],fewer:[4,18,76],fg0:4,field1:25,field2:25,field:[4,25,29,55,57,63,75,76,79,83,84,92,123],fifth:54,figur:[26,30,41,43,53,61,67,73,76],file:[3,4,9,10,11,22,25,26,28,30,31,33,35,36,38,39,47,48,50,51,55,63,65,77,78,85,88,92,99,107,109,116,138],file_nam:[94,102],file_typ:9,filenam:[11,33,76,92,113,114],fileoffset:47,filesystem:[38,39,41,47,123],fill:[4,31,35,66,76,119,123],fill_zero_grad:78,fill_zeros_like_op:28,filter:[4,5,18,44,62],filter_s:[4,5,18,19],filter_size_h:18,filter_size_i:4,filter_size_w:18,filter_strid:18,find:[4,18,29,31,38,49,55,62,68,82,86],find_var:27,findmemori:62,findop:29,findprimit:62,findprimitivedesc:62,findvar:[29,82],fine:[2,35,52],fingerprint:123,finish:[31,35,38,39,46,59,70,84,123,124],first:[4,18,25,26,28,29,31,35,38,39,40,41,46,48,50,53,54,55,62,67,68,74,75,76,78,83,84,85,87,109,110,119,123,138],first_seq:105,firstli:[3,4],firstn:9,firstseen:124,fit:[10,49,58,59,63,68,78],five:74,fix:[2,4,18,41,59,64,76,107,113,119],flag:[4,10,18,60,61,73],flatten0:55,flatten:[18,55,74,76,110],flatten_result:92,flexibl:[4,5,26,36,41,50,54,58,67,68,71,77,85,87],flip:11,flist:121,fliud:40,float16_t:49,float32:[9,18,41,49,52,53,76,77,94,109,116],float64:18,float_16:18,float_to_half_rn:49,floor:[4,94],flow:[18,29,40,67,73,81],fluid:[0,14,16,17,18,19,20,22,23,28,41,43,46,66,73,76,85,86,113,114],fluid_cuda_create_tensor:51,fluid_cuda_mult:51,fluid_cuda_read:51,fly:28,fmt:94,fname:94,fnt03:123,focu:[55,113],folder:[30,33,39,48,123],follow:[3,4,5,6,9,11,18,19,25,26,27,28,29,30,31,35,39,40,41,43,46,49,50,51,52,53,54,55,56,57,59,62,66,67,68,70,71,73,74,75,76,77,78,79,80,82,83,84,85,86,87,113,116,123,127,128,138],footprint:51,forbid:26,forc:[70,76,86],force_cpu:[18,58],force_cudnn:58,force_load:64,forest:29,forget:[6,18,26],forget_bia:18,fork:4,form:[4,5,18,45],formal:86,format:[3,9,10,11,18,22,25,27,35,41,49,50,66,68,87,100,107,108,119,123],former:[26,30,50,59,71],formul:18,formula:[4,5,6,18,27,59],formular:4,forth:53,forward:[1,4,5,18,27,28,29,34,36,44,50,53,60,61,62,63,69,72,74,77,78,79,80,83,108],forward_infer:62,forward_list:73,forward_op:27,forward_proj:18,forward_train:62,forwardactiv:108,forwardbackward:25,found:[49,74,80,82],four:[3,18,45,50,54,62,66],foward:75,fp16:[49,78,88],fp32:[66,78,86,88],fp64:[66,88],fparam:94,fpga:[66,116],fpgadevicecontext:85,fpgaengin:61,fpgaplac:[66,85],frac:18,frame:[3,46,78,87],framework:[26,28,29,44,45,49,50,55,66,70,71,73,74,78,80,82,84,85,109,113,114,116],free:[10,51,85,138],freememoryop:51,frequenc:10,frequent:[35,77,78,80,85],fresh:38,friend:82,friendli:53,from:[3,4,5,9,10,11,16,18,25,27,28,29,30,31,33,34,35,36,40,41,43,44,45,48,49,50,52,53,54,55,56,58,59,62,67,68,69,70,72,74,76,77,78,79,82,85,86,87,89,104,109,110,113,114,115,120,123,124,138],from_no_sequ:[4,101],from_sequ:[4,101],from_tar:[25,99],fromfil:[77,94],fromstr:94,front:[55,59],fuction:22,fulfil:115,full:[4,18,31,38,67,70,71,138],full_matrix_project:[5,102,105],fulli:[18,41,43,138],fullmatrixproject:4,fullsiz:34,fully_matrix_project:5,fullyconnect:[55,76],fullyconnectedlay:108,func:[9,35,40,51,79],funciton:[5,18],functor:[52,55],fundament:[43,49,78],funtion:18,further:[4,84,138],futur:[4,38,41,49,59,67,78],fvs:84,fwd_desc:62,fwd_op:79,fwd_primit:62,fwd_primitive_desc:62,fwd_var:44,g_b0:53,g_b1:53,g_b2:53,g_block:53,g_command_config_arg:[60,61],g_h0:53,g_h0_bn:53,g_h0_relu:53,g_h1:53,g_h1_bn:53,g_h1_relu:53,g_h2:53,g_im:53,g_loss:53,g_optim:53,g_program:76,g_state:73,g_step:53,g_w0:53,g_w1:53,g_w2:53,gain:4,gan:26,gangliao:30,gate:[4,5,18,19],gate_act:[4,5,102],gate_activ:18,gate_attr:4,gate_bias_attr:4,gate_param_attr:4,gate_recurr:4,gate_v:18,gatedrecurrentlay:60,gather:[4,28,59,70,72,109],gauss:2,gaussian:16,gaussian_normal_random:53,gcc:[49,51,64,78,95,106,113,134,136],gcc_3:98,gcreators_:84,gemm:60,gen:4,gen_proto_pi:111,gen_rand_param:94,gender:[10,125],gendrated_id:68,gener:[3,4,5,9,14,25,26,27,28,29,30,31,33,35,36,38,40,41,50,52,57,59,62,66,70,71,74,75,76,77,78,79,83,84,85,87,99,115,119,123,125,132],generated_id:68,generated_scor:68,generated_word_embed:4,generatedinput:[4,104,105],genr:125,gereat:3,get:[3,4,10,18,25,27,28,29,30,31,35,36,38,39,47,50,53,55,58,59,60,61,62,66,67,68,73,76,78,79,82,84,85,86,87,92,96,108,113,114,119,122,123,124,126],get_all_op_proto:84,get_block:76,get_config_arg:132,get_data:124,get_dict:10,get_dim:27,get_embed:10,get_float_el:27,get_grad:[25,92],get_grad_op_desc:28,get_input_lay:108,get_lin:9,get_movie_title_dict:10,get_numeric_gradi:27,get_numerical_gradi:27,get_output:27,get_program:59,get_sample_from_lin:92,get_shap:25,get_support:[89,98],get_symbol:55,get_tensor:27,get_vari:29,get_word_dict:10,get_worker_addr:40,getactualkerneltyp:58,getattr:44,getbatchs:108,geteigendevic:110,getengin:62,getenv:[26,39,121,125],getexpectedkerneltyp:[58,62,86],gethostbynam:125,gethostnam:125,getidmap:125,getinfervartyp:57,getinput:108,getinputgrad:108,getinputvalu:108,getkerneltyp:49,getkerneltypeforvar:86,getlayeroutput:[25,92],getlibrari:62,getmat:34,getoptconfig:34,getoutputgrad:108,getoutputvalu:108,getparam:34,getparameterconfig:34,getparameterptr:108,getparameterspars:34,getparametersremot:34,getplac:[62,85,109,110],getpodlist:125,getsiz:108,gettask:35,gettempl:123,gettensor:86,gettranspos:108,getw:108,getweight:108,getwgrad:108,gflag:117,gflags_complet:117,gflags_declar:117,gist:5,git:[81,89,95,106,107,111,117,134,136],github:[5,30,53,66,81,89,95,106,107,111,113,114,116,117,134,136],give:[18,31,67,76,78,86,123],given:[4,9,18,19,25,28,36,38,43,44,50,52,53,68,77,80,87],glibc:[134,136],glibc_2:98,glibcxx_3:98,glide:30,global:[2,18,20,26,29,30,31,51,55,58,72,73,78,82,84,85,86,106,115,123],global_block:76,global_learning_r:2,global_pool:18,global_step:20,globalstat:115,globalstatinfo:115,glog:117,glorot10a:16,glorot:16,gnueabihf:136,go_librari:30,go_test:30,goal:[43,49,54,70,78],gob:35,godep:30,godoc:64,goe:[5,31,50,56,82,116],going:[28,52,71,113,138],golang:30,good:[53,71,76,77,80,113,138],googl:[26,73,78,94,113,114,117,134],googleapi:123,googlenet:61,goroutin:40,got:[58,82],govern:[92,99],gpg2:123,gpg:123,gprof:114,gprotos_:84,gpu:[2,4,7,27,39,45,49,59,66,70,71,72,73,78,80,81,85,86,89,96,98,100,106,115,116,119,121,132,138],gpu_id:[92,130,132],gpu_per_train:41,gpudevic:85,gpugpu_id:129,gpukernel:78,gpustarttimestamp:22,grab:31,grad:[27,28,36,44,61,76,83,92,130],grad_info_map:28,grad_n:44,grad_nam:44,grad_op:44,grad_op_class:78,grad_op_desc:44,grad_op_maker_:79,grad_op_typ:[78,79],grad_op_type_:79,grad_s_block:28,grad_share_block_num:[129,130],grad_to_var:[28,44],grad_var_nam:27,gradient:[2,3,4,6,16,18,20,23,25,31,35,42,44,54,57,69,70,71,72,76,78,83,113,120,121,125,130],gradient_clipping_threshold:[2,92],gradient_evalu:3,gradient_flat:27,gradient_machin:[25,65,117],gradientmachin:[25,65,72,125],gradientmachine_:34,gradopdescmak:[57,79],gradopdescmakerbas:79,gradopmak:79,grai:11,grain:52,grandient:25,grant:123,graph:[4,18,25,28,29,30,31,40,41,42,43,45,50,53,67,70,71,74],great:[43,138],greater:[4,44,71,119],greaterthan:84,greedi:18,green:[40,53],grep:[96,126],gridsize3d:22,groudtruth:105,ground:[3,4,18],group:[5,18,19,35,55,62,85,138],group_input1:105,group_input2:105,group_input:[102,105],grouplen:10,grpc:138,gru:[4,18,68],gru_bias_attr:5,gru_decod:105,gru_decoder_with_attent:105,gru_layer_attr:5,gru_memori:5,gru_out:68,gru_param_attr:5,gru_step:[68,105],gru_step_lay:5,grumemori:[5,93,105],gserver:[4,60,61,108],gsizex:115,gtx:59,guarante:[62,76],guard:34,guest:98,gui:113,guid:[22,47,59,78,123,124],gzip:[35,124],h0_bn:53,h_f:18,h_prev:29,hadoop:26,half:[4,18,19,49,123],half_to_float:49,hand:[59,78,85],handi:30,handl:[9,26,28,39,40,41,55,59,62,66,72,77,82,85,87,116],handler:[25,29],happen:[18,35,84],hard:[41,50,68,87,123],hardshrink:18,hardsigmoid:18,hardwar:[50,51,85],has:[3,4,5,10,18,22,26,27,28,29,30,31,35,36,38,41,43,44,45,49,50,53,55,59,63,66,68,70,73,74,78,83,84,85,86,115,116,119,123,138],has_kei:[25,28,44],has_selected_colum:4,has_var_recurs:28,hasdependentvar:75,hash:[66,70],hasn:50,hassubseq:102,have:[4,5,9,18,26,27,28,29,30,31,35,36,38,39,41,43,44,46,49,50,51,52,53,54,58,59,62,63,66,67,68,70,71,72,73,74,76,77,78,79,82,83,85,86,88,123,138],haven:50,hdf:[9,33],head:[109,126],header:[36,63,65,78,85,94],headip:126,height:[4,9,11,18,29,64,77,94,108,109,119],height_:83,held:31,hello:26,help:[4,18,29,48,50,55,62,68,77,78,87,107,113],helper:[18,41,62,79,87],henc:[41,71,76,79,80,82],here:[2,3,4,5,9,18,19,26,30,31,37,43,44,46,48,50,54,55,62,66,67,77,80,84,119,123,138],heterogen:[41,43,73],heurist:[4,43,68],hidden:[4,5,18,69,76,93,94,123],hidden_a:94,hidden_b:94,hidden_dim:[18,102],hidden_out:29,hidden_s:5,hidden_t_prev:18,hidden_v:18,hidden_valu:18,hierach:104,hierarch:[4,74,76,78],hierarchi:78,high:[2,16,49,70,85,138],higher:[52,67,87],highest:[9,29],highli:[10,87],him:26,hint:[58,113],histor:52,histori:6,hl_get_sync_flag:108,hold:[26,28,31,35,37,49,53,55,57,59,82,84,85,86,110,123],holder_:[85,110],home:[33,48,96,113,114,123,124,125,126],honor:35,hook2:102,hook:[2,102],hookattr:2,hookattribut:2,horizont:[4,11],host:[30,39,73,123,124],host_c:[134,135,136],hostfil:126,hostnam:123,hostnetwork:125,hostpath:[124,125],hostport:123,hot:18,hous:[10,100],how:[2,4,18,26,29,31,35,40,41,46,48,50,52,55,58,62,67,68,72,73,80,84,86,113,123],howardjohnson:102,howev:[4,5,18,27,28,38,41,46,50,59,66,71,72,76,77,79,80,83,84,85,86,123],howto:[121,122,125],hpp:[49,64],html:[10,16],htod:115,http:[4,5,10,16,18,30,39,53,81,89,92,95,96,99,106,107,111,113,114,116,117,123,124,134,136,138],hub:81,huber:4,huge:71,human:[4,16,73],hwc:11,hyper:[4,53],hyperparamet:[4,80],hyperplan:9,i1116:125,i1117:115,i386:135,iOS:135,iamfullaccess:123,iamusersshkei:123,icc:51,ics:10,id_input:3,id_rsa:126,idea:[30,50,51,71,77,80,113],ideal:[41,86],ident:[4,18,79,123],identifi:[4,56,66],identityoffsetproject:4,identityproject:4,idmap:125,ids:[3,4,18,68,92,119],ids_arrai:119,idx:[35,53,59,108],ies:48,if_else_op:28,ifdef:[66,73],ifels:[29,74],ifelseop:74,ignor:[4,18],iil:94,illustr:[3,18,31,36,41,52,67],im_siz:53,imag:[7,8,9,10,18,19,26,41,50,53,54,68,69,74,77,106,107,123,124,125,127,128,138],image_a:77,image_b:77,image_fil:77,image_h:18,image_lay:77,image_nam:26,image_path:77,image_reader_cr:77,image_w:18,imagenet:[4,16,33],imagepullpolici:[123,125],imageri:4,images_reader_cr:77,imagin:54,img2label:11,img:[4,5],img_conv_lay:5,img_pool_lay:5,imgsiz:115,imgsizei:115,imgsizex:115,immedi:[59,62,71,80,123],immutable_paramet:26,impel:85,imper:40,imperfect:78,implement:[4,5,9,16,18,19,20,23,29,35,36,37,38,39,40,41,43,50,52,55,56,57,59,62,64,65,66,68,72,75,82,84,85,86,87],implemet:34,impli:[30,92,99],implicitli:40,imposs:[68,138],impractic:86,improv:[4,42,43,59,78,113,123],in_arg:119,in_fals:18,in_plac:18,in_tru:18,inarg:34,inbound:123,inc_path:89,includ:[3,4,5,10,11,18,20,26,29,30,36,39,49,50,53,55,59,64,65,67,68,73,74,76,78,84,107,109,113,115,117,123,134,135,136],inclus:68,incom:[40,58],incorpor:4,incorrect:4,increas:[31,35,49,94],increment:[45,54,59],incupd:108,inde:9,independ:[4,18,27,28,36,42,82,85,138],index:[3,4,7,9,10,18,25,27,28,29,31,35,40,74,76,87,102,123],indexslot:4,indiact:18,indic:[3,4,18,28,29,36,46,53,67,74,79,83,85,87,119,123],indice_map:87,indices_map:87,individu:[31,70,123],industri:[31,63,138],ineffici:[72,86],infer:[11,18,26,28,29,31,45,50,56,57,58,59,60,64,66,75,76,78,83,86,99,100],infer_shap:76,infer_var_type_:57,inferfac:57,inferior:38,infershap:[29,76,78,109,110],infershapecontext:[109,110],infervartypefn:57,info:[3,4,10,49,67,92,99,102,108,122,125,138],infom:4,inform:[4,10,18,25,29,39,48,55,58,59,62,63,66,67,70,76,80,82,83,113,123],infrastructur:[50,123],ingrad_:61,inherit:[29,69,78,85],ininst:26,init:[2,16,25,29,42,53,61,67,68,99,100,108,121,123,125],init_attr:76,init_from_tar:25,init_hook:102,init_model_path:[129,130,132],initi:[2,4,5,10,12,18,25,28,30,35,40,41,42,43,45,54,67,70,71,76,80,84,87,100,116,130],initial_max:[2,94],initial_mean:[2,4,94],initial_min:[2,94],initial_std:[2,4,94],initialize_op_attr:76,initrd:138,inlcud:5,inlin:[85,110,123],inner:[4,92,102,119],inner_:102,inner_mem:102,inner_param_attr:5,inner_pos_arrai:119,inner_rnn_output:102,inner_rnn_st:102,inner_rnn_state_:102,inner_seq_pos_arrai:119,inner_step:102,inner_step_impl:102,inproj_attr:4,inproj_bias_attr:4,inproj_param_attr:4,input0:110,input1:[4,5,110],input2:4,input:[1,3,4,5,7,9,11,17,18,19,25,27,28,29,34,38,40,41,42,43,44,45,49,50,51,52,53,54,55,57,58,59,61,62,66,67,68,71,72,75,76,77,78,79,82,84,85,86,87,92,93,94,99,100,101,102,104,105,108,109,110,116,119,125,132],input_conf:4,input_data:108,input_data_target:108,input_dim_idx:18,input_dtyp:18,input_featur:1,input_hassub_sequence_data:108,input_id:4,input_imag:5,input_index:108,input_label:108,input_lay:108,input_loc:4,input_nam:26,input_proj_bias_attr:5,input_proj_layer_attr:5,input_seg:87,input_seq:[4,18],input_sequence_data:108,input_sequence_label:108,input_sparse_float_value_data:108,input_sparse_non_value_data:108,input_t:108,input_to_check:27,input_typ:[92,102],input_valu:27,input_var:[27,76],inputbuff:34,inputdef:108,inputgradi:79,inputlayers_:108,inputs_to_check:27,inputsizechang:62,inputtyp:9,insert:[28,44,51,70,75,78,79,107],insid:[3,5,28,31,41,43,44,45,58,62,72,73,77,78,79,123],inspir:73,instal:[4,18,39,61,81,89,95,96,98,100,107,111,113,114,117,121,124,134,135,136],install_android:134,instanc:[4,18,27,29,31,33,37,40,41,42,44,46,51,56,62,67,68,71,76,78,79],instance_ip:123,instanti:[31,46,116],instead:[4,5,7,28,30,34,39,40,41,49,50,54,55],instrins:49,instruct:[29,54],int16:88,int32:[66,74,87,88,130],int64:[18,41,47,66,83,86,88],int64_t:73,int8:66,integ:[3,4,9,18,35,39,40,49,64,68,99],integer_sequ:92,integer_valu:[9,92,99,102,119],integer_value_sequ:[9,68,102,105,119],integer_value_sub_sequ:[102,119],integr:[3,138],intel:[50,66,85],intellig:[16,59],inteloptimizedpaddl:61,inter:[4,41],interact:[4,41,123],intercept:4,interchang:[54,78],interconnect:70,interest:[40,49,70],interfac:[2,4,5,16,20,22,23,25,29,35,39,48,55,70,72,78,79,85,123,138],intergr:4,intermedi:[18,41,48,51,53,59,69],intern:[4,5,16,20,25,49,113,114,123],internel:61,internet:[30,31,138],interpret:[3,18,46,50,51,88],interv:18,intrins:[40,46,49],introduc:[4,11,29,31,53,60,63,80,82,84,113],intuit:[38,78],inval_:61,invalid:[77,82],invent:50,invoc:[30,52,78],invok:[4,14,25,28,41,44,72,76,78,79,84,86,115,123],involv:68,iob:3,ioe:3,ios:135,ios_arch:135,ios_deployment_target:135,ios_development_root:135,ios_enable_bitcod:135,ios_platform:135,ios_sdk_root:135,ios_use_veclib_for_bla:135,ip_str:125,ips:[123,125],ipt:[4,76,84,94,102,105],ipx:138,ipython:26,is_color:11,is_cpu_plac:62,is_inf:120,is_loc:25,is_mkldnn_librari:62,is_revers:18,is_seq:[4,105],is_spars:18,is_stat:[2,94],is_target:75,is_tensor:84,is_test:[18,62],is_traget:75,is_train:11,isbinari:119,isinst:[44,92,99],ismkldnnkernel:62,ispodallrun:125,isspars:108,issu:[30,53],issue_numb:107,istag:81,item:[4,9,18,25,38,49,77,100,125,138],iter:[4,5,6,9,25,26,31,41,50,51,59,62,71,73,77,87],iter_multiple_input_and_param:76,its:[4,5,16,18,23,25,26,27,28,29,31,35,40,44,45,50,51,53,54,55,57,59,63,67,68,70,71,72,75,76,78,79,82,83,84,85,86,115,123],itself:[28,31,38,51,62,71,82],ivector:[119,120],ivs:84,java:[29,64,74,78],jeremi:115,jian:16,jku:18,job:[10,28,38,40,41,44,78,125,129,130,132],job_desc:41,job_dispatch_packag:122,job_id:10,job_nam:[39,123,125],job_namespac:[123,125],job_path:[123,125],job_path_output:125,job_workspac:122,jobdesc:41,jobnam:[41,125],jobpath:[123,125],jobport0:123,jobport1:123,jobport2:123,jobport3:123,jobselector:125,jobserv:39,join:[31,102],jointli:5,jpg:11,json:[55,123,124],jth:5,judg:4,juditski:71,jupyt:39,just:[1,3,4,5,10,18,30,35,36,40,41,50,51,53,57,62,71,72,76,77,78,79,80,82,83,123],jx4xr:123,jypyt:26,k8s:[40,125,138],k8s_data:[123,125],k8s_job:26,k8s_token:26,k8s_train:[123,125],k8s_user:26,kafka:33,kaim:16,kcpu:73,kcuda:73,kdisabl:73,kebilinearinterpbw:115,kebilinearinterpfw:115,keep:[4,9,11,16,31,50,51,54,68,71,76,82,84,138],keep_dim:18,keep_top_k:4,kei:[10,11,19,22,25,27,28,29,31,33,35,47,49,58,62,78,79,84,87,92,106,107,115,125],kept:[4,59,76],kera:80,kernel:[4,18,27,49,51,58,61,71,73,80,83,85,86,109,110],kernel_hint:58,kernel_type_for_var:86,kerneltyp:[58,62],key1:130,key2:130,key_pair_nam:123,keyid:123,keymetadata:123,keypair:123,keyserv:123,keystat:123,keyusag:123,keyword:[76,125],kforcecpu:58,kill:[31,123],kind:[26,27,31,37,41,44,51,54,58,62,69,70,73,85,86,88,92,99,123,124,125],kind_:73,kmark:73,kms:123,knchw8c:66,knchw:66,knhwc:66,know:[26,35,40,59,63,113,123],known:[18,28,29,50,52,67],kpoprang:73,kpushrang:73,kriz:10,krizhevski:18,kselectedrow:83,ksimonyan:5,kstate:73,kube_cluster_tl:26,kube_ctrl_start_job:26,kube_get_workers_addr:40,kube_list_containers_in_job_and_return_current_containers_rank:26,kubeconfig:123,kubectl:[122,124,125,126],kuberent:[31,123],kubernet:[26,31,40,41,78,121,125,127,128,138],kubernetes_service_host:26,kusecudnn:58,kusemkldnn:58,kvp:22,kwarg:[5,6,9,14,18,20,45,55,76,84,102],kwd:22,l1_rate:2,l1_regularization_op:80,l2_rate:2,l2_regularization_op:80,l2_sim:4,l2regular:92,l93:34,label:[3,4,9,10,11,18,25,41,45,50,53,54,55,69,74,77,86,92,99,102,116,124],label_dim:[4,102],label_fil:77,label_lay:77,label_path:77,labelselector:125,lag:130,lambda:[18,40,44],lambdacost:4,lambdarank:4,lan:121,languag:[4,10,19,40,50,54,59,73,78,82,92,99],larg:[7,10,41,43,44,59,63,71,107],larger:[2,3,4,59],larger_than:[29,56,74],largest:18,last:[3,4,5,18,28,44,59,67,73,74,101,102],last_seq:[68,102],last_time_step_output:4,lastseen:124,latenc:[4,49,123],latent:4,later:[30,78,80,85,110,123],latest:[4,29,30,31,38,81,89,96,107,111,124,125,134],latter:[71,87,113],launch:[62,123],launcher:26,law:[92,99],layer1:[4,5,92,101],layer2:[4,92,101],layer3:4,layer:[2,3,5,7,9,12,16,24,25,28,29,34,40,41,43,50,53,54,56,69,71,74,77,78,80,84,85,87,92,94,99,100,101,104,105,108,116,119,120],layer_0:108,layer_att:93,layer_attr:[4,92,93,105,132],layer_help:58,layer_nam:92,layer_num:132,layer_s:119,layer_typ:[4,60,61],layerbas:108,layerconfig:108,layergradutil:108,layerhelp:[18,58,76],layermap:108,layeroutout:4,layeroutput:5,layers_test:89,layout:[11,62,86],layout_:[58,66],layouttyp:58,lazi:[71,80],lbl:3,ld_library_path:117,lead:[59,66],leaki:53,leakyrelu:18,learing_r:69,learn:[2,3,4,5,6,10,26,28,36,38,41,43,46,53,54,59,61,68,70,71,73,77,78,80,85,96,115],learnabl:[18,25],learning_r:[2,20,36,41,92,94,116],learning_rate_arg:94,learning_rate_decay_a:94,learning_rate_decay_b:94,learning_rate_schedul:94,leas:31,least:[3,31],leav:[29,123],lectur:59,lecun:10,left:[4,29],left_right_flip:11,left_scor:92,legal:84,len:[4,18,36,40,47,50,76,100,102,108,125],length:[4,5,9,10,11,18,19,36,49,60,63,67,68,78,87,124],leran:59,less:[4,18,26,44,138],less_than:[26,59],lesser:18,let02:124,let:[3,4,26,29,38,40,51,52,54,58,62,66,67,68,69,79,85,86,113,123],level:[2,4,16,18,49,52,55,63,67,68,73,85,87,88,104,119],lgtest:30,lgtest_main:30,lib64:[89,96,130],lib:[65,95,113,114,117,134,135,136],lib_path:89,libapi:30,libari:65,libc:98,libcuda:[89,96],libgcc_:98,libgflag:117,libglog:117,libgoogl:[113,114],libiomp5:61,libmkldnn:61,libmklml_intel:61,libnvidia:[89,96],libopenbla:117,libpaddl:[64,65,78,107,113,114],libpaddle_capi:65,libpaddle_capi_engin:117,libpaddle_capi_lay:117,libpaddle_capi_shar:117,libpaddle_capi_whol:117,libpaddle_gserv:65,libpaddle_math:65,libprotobuf:[94,117],librari:[4,18,30,37,41,61,62,65,70,86,130],library_:66,library_type_:86,librarydevicecontext:66,librarytyp:86,libstdc:98,libz:117,licens:[61,70,92,99],life:31,lifecycl:[73,138],lifetim:82,lightweight:52,like:[3,4,9,10,18,28,29,30,31,34,39,40,46,50,51,52,53,54,55,57,62,66,70,71,76,77,78,79,80,82,83,86,87,113,116,123,138],limit:[4,9,18,50,59,63,68,78,80,92,94,99,115],linaro:136,line:[3,9,18,22,30,34,39,48,54,71,74,76,78,80,92,94,102,107,113,123,132],line_break:9,line_count:94,linear:[4,18,19,68,92,94,99,100],lineno:[113,114],link1:49,link2:49,link:[4,5,30,47,48,82,104,123,138],linux:[9,47,98,106,123,134,136],linux_x86_64:[81,89,98],lipo:135,list:[3,4,5,9,11,14,18,20,22,25,26,28,29,30,35,39,40,46,48,50,53,66,69,72,73,76,79,82,87,92,113,114,123,132],listdir:121,listen:[31,40,41],listen_and_do:40,listenanddo:40,lite:117,littl:[36,58,63],live:116,live_in:59,live_out:59,load:[11,26,31,41,53,70,76,99,123,125],load_and_transform:11,load_imag:11,load_image_byt:11,load_missing_parameter_strategi:[129,130,132],load_mnist:53,load_paramet:94,loadsave_parameters_in_pserv:[34,129,130],loc:[3,16],local:[2,18,25,27,29,31,37,38,54,59,67,74,76,78,95,113,125,129,130],local_scop:27,localhost:[96,111],localip:125,localpath:48,locat:[4,18,25,30,50,66,73,85,87],lock:[30,31,35,36],lod:[18,63,67,83,87,88],lod_desc:[83,88],lod_expand:68,lod_level:[18,76,83,88],lod_rank_table_obj:18,lod_tensor:[18,67,83,88],lod_tensor_aarri:18,lod_tensor_arrai:18,lodrankt:18,lodtensor:[18,19,57,63,78,88],lodtensorarrai:18,lodtensordesc:[63,83],log:[35,41,48,53,90,94,98,108,121,122,123,124,125,126,130],log_barrier_abstract:[129,130],log_barrier_lowest_nod:[129,130],log_barrier_show_log:[129,130],log_clip:[129,130],log_error_clip:[129,130],log_period:[124,125,130,132],log_period_serv:[129,130],logarithm:[1,18],logger:[92,102],logic:[38,41,43,44,53,57,69,70,72,82,87],logist:18,logit:[53,86],longer:[31,41,59],look:[3,18,29,39,40,50,51,54,71,76,79,80,116,123],lookahead:4,lookup:[18,57,68,116],lookup_t:59,loop:[27,29,50,59,73,77,82],loop_var:87,loss:[4,18,20,28,41,53,55,69,71,80],lot:[41,66,68,71,76,80,85,138],low:[4,16,69,70,85,87],low_rnn:67,lower:[4,18,49,67,68],lower_level_rnn:67,lpaddle_capi_engin:117,lpaddle_capi_lay:117,lpaddle_capi_shar:65,lpaddle_capi_whol:65,lrelu:53,lstm:[4,18,102,105,124],lstm_bias_attr:5,lstm_cell_attr:5,lstm_group:[5,102],lstm_group_input:102,lstm_input:102,lstm_last:102,lstm_layer_attr:5,lstm_nest_group:102,lstm_output:102,lstm_step:5,lstm_unit_op:18,lstmemori:[5,93,102,105],lstmemory_group:[4,93,102],lstmemory_unit:93,lstmlayer:60,ltr:4,luckili:59,mac:[65,134],machin:[5,10,25,41,43,50,53,59,61,70,71,80,92,104,120,123,126,138],machine_transl:105,maco:[98,106],macro:[52,66,79],made:[31,36,50],mai:[4,5,18,27,29,41,45,49,51,58,59,62,70,73,77,78,82,86,92,99,123],main:[18,40,44,50,51,55,70,74,78,113,114,117,123],main_program:[14,18,28,45],mainli:[37,59,66,85],maintain:[4,29,35,71,76,78,123],majel:30,major:[41,49,86],make:[3,4,18,26,28,29,30,31,35,36,38,41,42,49,50,54,67,68,71,72,76,77,78,80,85,87,89,95,106,107,108,109,111,113,115,117,123,134,135,136,138],make_ddim:110,make_function_oper:52,make_vari:84,maker:[78,79],malloc:85,man:47,manag:[20,25,31,36,37,40,41,48,73,82,85,111],mandarin:4,mani:[5,11,28,30,35,40,50,53,58,59,68,72,73,76,78,79,82,83,84,86,87],manili:55,manipul:[50,76,79],manner:[4,71,80],mantain:59,manual:[41,69,71,79,94,138],manufactur:50,manylinux1:98,manylinux1_x86_64:[81,89,98],manylinux:81,map:[3,4,9,19,25,26,29,35,44,62,66,76,79,82,84,85,87,99,117,138],map_fn:87,map_read:9,mapper:9,mapreduc:26,margin:18,mark:[28,43,53,54,67,68,73,82,113,138],marker:73,market:49,mask:[2,4,18],master:[26,38,78,81,136],mastermind:30,mat:[64,65,119],mat_cache_row:34,mat_norm:34,mat_normal_shar:34,mat_param_attr:5,mat_sparse_row:34,mat_sparse_row_auto_grow:34,mat_sparse_row_id:34,mat_sparse_row_prefetch:34,mat_sparse_row_prefetch_full_s:34,mat_value_shar:34,match:[18,30,49,92],matchbox:138,math:[5,61,64,78,108,109,115],mathemat:80,matirx:4,matmul:[29,55,67,87,109],matric:18,matrix:[3,4,5,9,18,19,25,34,64,65,108,109,117,119,120],matrixptr:108,matrixtyp:65,mattyp:34,max:[2,4,9,10,18,19,27,42,44,59,76,94,101,115,132],max_diff:27,max_id:[4,25],max_job_id:10,max_length:[4,68,105],max_movie_id:10,max_relative_error:[27,109],max_seq_len:18,max_sort_s:4,max_user_id:10,max_x:18,maxframe_evalu:3,maxid:3,maxid_evalu:3,maxim:[4,44],maximum:[3,4,10,18,29,36],maxinum:7,maxoutfunctor:85,maxpool:4,mayb:[29,62],mchw:18,md5:[10,32],mean:[2,3,4,5,6,7,9,11,16,25,28,30,41,42,44,55,68,75,77,82,86,92,113,116,123,130,138],mean_var_nam:4,meant:87,measur:45,mechan:[4,5,19,28,37,45,62,76,79,123],mem:[4,29,39,68,102],mem_per_pserv:41,mem_per_train:41,member:[4,10,26,44,54,55,66,72,76,82],memcpi:[72,115],memor:4,memori:[5,28,29,34,35,39,49,51,61,62,63,66,68,71,73,78,86,105,110,115,116,124],memory_boot:5,memory_nam:[4,93],memory_optim:59,memory_test:106,memory_threshold_on_load_data:[129,130],memoryalloc:85,memorydesc:62,mention:[18,28,30,35,41,43,50,67,70,71,73],mere:5,merg:[4,14,18,36,38,42,45,61,67,70,72,107,120],merge_model:120,merge_v2_model:120,merge_v2_modelss:120,messag:[29,40,46,50,51,54,63,73,74,75,76,78,79,83,88,89,107,124],metadata:[47,123,124,125],metal:138,metaphor:54,metaplotlib:26,method:[4,6,16,20,25,27,29,38,40,41,42,44,49,53,54,55,58,69,70,76,77,78,82,83,86,87,113,114],methodolog:71,metric:[14,45,73],mfs:125,microarchitectur:49,might:[4,29,30,40,50,59,74,113,123],million:10,min:[2,4,18,42,44,76,115,123,132],min_block:29,min_count:43,min_desc:29,min_pool_s:92,min_word_freq:10,mind:113,mini:[4,9,14,18,25,29,31,45,46,50,56,67,92],mini_batch:77,minibatch:[4,18,29,45,54,56,74],minim:[20,29,41,43,44,50,53,69,78,116],minimum:[4,18],minsizerel:[134,135,136],minu:79,minus_grad:79,minusgradop:79,minusop:79,minusopgradmak:79,minusopprotoandcheckermak:79,minut:[31,38,123],mip:134,mirror:30,mislead:36,mismatch:18,miss:53,mistak:50,mit:123,mix:[5,73,87,105],mixed_lay:[5,102],mixed_layer_attr:5,mixedlayertyp:4,mixtur:113,mkdir:[48,95,111,117,123,126],mkl:[62,78,85,86,89,95,117],mkl_packed_:60,mkldnn:[4,61,66,86],mkldnn_:61,mkldnn_batch_norm:4,mkldnnactiv:61,mkldnnbase:61,mkldnnlayer:61,mkldnnmatrix:61,mkldnnstream:61,mkldnntester:61,mklml:[61,89],mklml_lnx_2018:89,mklpack:60,mklpackedgatedrecurrentlay:60,mklpackedgemm:60,mklpackedlstmlay:60,mklpackedrecurrentlay:60,mlp:55,mlr:16,mnist:[33,41,53,54,74,77,78,113,114,120],mnist_random_image_batch_read:77,mnist_train:77,mnist_train_batch_read:77,mnist_v2:120,mnt:125,mobil:[49,50,59,78,111,133],mode:[4,22,25,49,60,70,107,125],model:[4,5,10,19,25,28,29,31,32,40,41,43,44,45,54,59,60,69,70,71,78,80,86,87,99,100,111,120,123,132],model_list:[130,132],model_path:132,modelparallel:41,modern:59,modifi:[4,41,49,55,80,107,123],modul:[5,10,25,41,52,53,68,87,94,109,113,114],modular:68,modulo:4,moment:[20,113],momentum:[2,18,20,82,92,99],momentumop:[113,114],mon:124,monitor:73,mono:4,month:30,more:[3,4,5,9,18,26,27,28,30,31,35,38,39,41,43,48,49,50,51,52,54,58,59,62,66,67,68,69,73,76,77,78,80,85,87,94,113,115,116,138],most:[4,9,18,25,26,28,30,38,41,51,54,55,66,68,71,73,77,80,85,113,116,138],mostli:[49,138],motiv:78,mount:[39,123],mountpath:[123,124,125],move:[4,31,35,48,50,71,123,138],movi:10,movidiu:50,movie_categori:10,movie_id:125,movie_info:10,movie_review:10,movieinfo:10,moving_average_fract:4,mpi:[70,126],mpirun:126,mse:[50,54,69,74],msra:16,much:[4,18,31,50,62,69,77,80,87],mul:[52,59,76,108,109],mul_grad:109,mul_op:[18,109],mul_ratio:4,mul_result:76,mulgradkernel:109,mulkernel:109,mulop:[52,109],mulopgrad:109,mulopmak:109,mult:[40,51],multi:[4,45,70,72,86,113,138],multi_binary_label_cross_entropi:4,multidimension:18,multigradientmachin:72,multinomi:4,multip:19,multipl:[3,4,5,9,14,18,19,25,26,27,35,36,38,40,41,43,45,50,51,52,58,70,73,78,86,88,99,113,123],multiple_input:76,multiple_param_attr:76,multipli:[3,4,18,40],multiprocess:9,must:[1,3,4,5,9,11,18,28,36,44,59,62,63,66,73,75,76,77,78,84,88,92,108,109,110,121,123],mutabl:[85,110],mutable_data:[62,85,109,110],mutuable_data:85,mxnet:[29,40,50],my_cluster_nam:123,my_cost:94,my_external_dns_nam:123,my_lib:121,myerrorclip:44,myfil:9,mypaddl:[124,125],naiv:40,name:[2,3,4,5,7,11,14,18,22,25,26,27,28,29,31,33,34,36,39,40,41,45,49,52,55,58,61,62,63,65,66,68,73,74,76,78,81,83,84,87,88,94,99,100,102,105,108,115,116,124,125,127,128,132,138],name_:73,name_prefix:33,namespac:[29,56,64,76,108,109,124,125],nativ:[4,49],natur:[18,35,38,43,68,87],ncall:[113,114],nccl1:70,nccl2:70,ncclinit:70,nchw8:86,nchw8c:86,nchw:[4,18,61,66],ndarrai:[11,25,33,92],ndcg:4,ndcg_num:4,ndk:134,nearest:49,nearli:27,necess:87,necessari:[4,28,29,36,38,44,45,59,63,68,72,76,84,87],necessarili:40,neck:70,need:[3,4,5,9,16,18,19,20,23,26,27,28,30,34,35,36,38,39,41,43,44,45,48,50,51,52,53,58,59,62,66,68,69,70,71,72,73,75,76,78,79,80,82,83,84,85,87,89,115,123,125,138],need_tran:94,neg:[3,4,18],neg_distribut:4,neg_overlap:4,neg_pos_ratio:4,neglect:4,neighberhood:70,neither:4,neon:49,ner:3,nervana:50,nest:[4,9,28,29,73,74,88,119],net:[4,5,12,18,29,53,67,82,120],netop:[29,78],network:[2,3,4,9,16,19,23,24,25,26,27,28,29,31,34,41,43,45,53,55,59,60,61,67,69,71,73,76,77,80,82,84,85,86,88,93,99,100,102,119,120,125,132,138],network_config:132,networkadministr:123,neural:[4,5,9,16,25,26,28,29,31,41,55,59,60,61,67,71,80,82,85,86,88,100,102,104],neuralnetwork:72,never:[9,59,77,82,123,124,125],new_block_idx:76,new_dim:18,new_op_desc:44,new_scop:86,new_stat:67,newblock:76,newbuff:62,newest:36,newli:[49,138],newop:29,newopdesc:76,newprogram:76,newscop:86,newvardesc:76,next:[4,10,28,31,37,44,68,70,87,113,123],nextlay:61,nfs4:123,nfs:[123,125],nfsdir:125,nfsver:123,ngram:10,nic:[125,129,130],nil:35,nine:10,nlp:4,nltk:10,nms_threshold:4,nms_top_k:4,nmt_without_attent:92,nnz:[108,119],no_grad_dict:28,no_grad_set:[20,27,28,109],no_gradi:28,no_sequ:[4,99],node0:125,node1ip:126,node2ip:126,node3ip:126,node:[4,30,38,40,41,43,55,59,68,70,78,123,124,125,126,138],node_0:[123,125],node_1:[123,125],node_2:[123,125],node_id:121,nodeattr:55,nodeentri:55,nodefil:122,nodesep:55,nohup:121,nois:[4,31,53],noisi:[4,53],non:[4,18,31,49,50,83,123],none:[2,3,4,5,6,7,11,14,16,18,19,20,25,26,27,28,29,44,45,53,55,56,67,68,69,74,76,84,87,105,116],noneedtran:62,nonlinear:16,nontranspos:18,nor:40,norm:[5,18,53,66],norm_by_tim:4,normal:[4,5,10,16,18,71,124,125],notat:[4,59],note:[2,4,5,7,11,14,18,19,25,26,28,29,34,35,39,59,63,66,70,77,78,85,86,110,123],notebook:[39,96],noteworthi:50,noth:[1,25,58,76,82,107],notic:[4,44,50,70,79],notimplementederror:44,notin:86,notingradi:109,notion:87,notori:27,now:[9,28,30,31,43,53,63,66,71,78,79,80,82,104,123],np_arrai:9,nproc:106,nullptr:[62,73,79,82,108],num:[4,5,121,125,130],num_channel:[4,5],num_chunk_typ:3,num_class:[4,5,18,55],num_col_dim:18,num_filt:[4,5,18,19],num_flatten_dim:18,num_gradient_serv:[121,129,130],num_hidden:55,num_neg_sampl:4,num_or_sect:18,num_parameter_serv:26,num_pass:[25,99,124,125,129,130,132],num_per_batch:11,num_pserv:41,num_repeat:4,num_result:3,num_results_per_sampl:4,num_row:83,num_samples_process:94,num_shard:33,num_step:87,num_train:41,number:[3,4,5,9,10,11,18,29,31,33,43,45,59,71,73,77,78,84,87,113,123],numchunktyp:3,numdevices_:132,numer:4,numeric_grad:27,numerical_grad:27,numlogicaldevices_:132,numofallsampl:3,numofwrongpredict:3,numpi:[2,9,11,18,25,33,49,53,76,77,92,94,95,99,109],numreal:34,numsampl:115,numtagtyp:3,numtimeout:35,nv_:30,nv_gpu:106,nv_librari:30,nv_test:30,nvcc:[30,49,51],nvidia:[49,66,70,85,89,96,106],nvlink:70,nvprof:73,obei:3,obj:94,object:[2,4,5,9,18,25,26,34,41,44,45,53,55,59,64,69,73,76,78,80,82,115],observ:4,obtain:[4,18,38,71,92,99],obvious:[30,66,113],occup:[59,125],occupi:[49,73],occur:[10,25,59],occurr:29,oct:124,odd:4,odoti:18,off:[65,95,106,107,111,117,121,134,135,136,138],offer:[29,78,84],offici:[4,30,123],offlin:[31,33,138],offset:[4,18,34,119],often:[4,34,55,59,66,113],ograd:108,old:[27,36,38,68,78],older:[18,50],omega:80,omit:[18,92],omp_num_thread:[113,114],ompi_comm_world_rank:121,onc:[4,31,35,40,41,43,45,50,54,71,123],one:[1,3,4,5,7,9,16,18,20,23,25,26,27,28,29,31,34,35,36,38,39,40,41,44,45,46,49,50,51,52,53,55,57,58,62,63,66,67,68,69,70,71,72,74,75,76,77,78,79,82,83,85,86,87,116,119,123,138],onehotcrossentropyopkernel:109,ones:[52,53,78],onli:[3,4,5,7,11,18,23,25,26,27,28,30,34,35,36,37,38,39,40,41,43,44,45,46,48,49,50,53,54,59,62,67,68,69,70,72,73,76,78,83,84,85,86,87,102,104,119,123,138],onlin:[4,6,31,33,59,77],only_cpu:27,onnx:50,onto:[18,41,43,123],op1:[59,86],op1_2_op2:86,op1_to_op2:86,op2:[59,86],op3:59,op_:109,op_check:109,op_class:[78,84],op_desc:[44,57,75],op_info:116,op_kei:62,op_maker_class:[78,84],op_proto:84,op_registri:116,op_siz:44,op_test:109,op_typ:[78,109],op_unique_kei:62,opattrcheck:109,opcreat:84,opdesc:[29,44,54,74,75,76,78,79,84,88],opdescbind:[57,79],opdescbuild:29,open:[4,11,18,26,33,50,53,61,77,92,94,99,102,113,123],openbla:[95,96,117],opencv:11,openmp:113,openmpi:[121,126],opensourc:70,oper:[4,5,9,11,16,18,20,23,27,29,40,41,42,43,45,46,49,50,51,53,54,55,57,58,67,68,69,70,73,75,80,82,85,86,88,109,110,116,123],operand:[18,49],operartor:110,operator_grad:27,operator_list:73,operatorbas:[29,52,78,79,84,109],operatorwithkernel:[86,109],opinfo:[57,78,79],opinfomak:57,opinfomap:79,opkernel:[109,110],opkernelkei:78,opkerneltyp:[66,86],opmak:84,opposit:18,opproto:109,opprotoandcheckermak:[79,109],opprotomak:[84,109],opregist:84,opregistri:84,ops:[20,27,28,29,30,40,51,54,55,71,74,75,76,78,85,109,138],ops_:29,ops_test:30,opt:[26,69,75,84,95,125],opt_op_list:69,optest:109,optim:[2,12,24,25,27,28,41,42,43,51,53,70,71,72,74,78,80,83,92,94,99,113,116],optimis:69,optimize_op_attr:76,optimzi:92,option:[3,4,14,18,22,26,30,41,53,58,63,74,75,76,78,83,84,88,113,134,138],optmization_op_list:69,opts_np:75,optyp:[57,84],opwithkernel:83,order:[4,5,9,11,18,25,28,54,63,73,77,80,87,113,114,123,125,138],ordereddict:25,orderli:18,oregon:123,org:[3,4,5,10,16,18,33,47,53,92,96,99],organ:[3,4],orient:84,origin:[4,5,9,10,18,27,49,53,82,87,107],other:[3,4,5,9,18,20,29,31,36,40,48,49,50,51,57,59,62,66,67,71,75,80,82,84,85,86,113,116,123,138],otherchunktyp:3,otherwis:[4,9,10,11,18,25,26,28,31,36,38,53,57,62,77],our:[18,26,28,30,41,43,53,57,59,66,70,71,82,87,113,123],out:[4,18,19,25,26,29,30,35,38,41,44,50,55,59,62,67,68,76,86,92,102,104,105,109,110,113,114,123],out_dir:[123,125],out_fals:18,out_left:4,out_mem:105,out_memori:5,out_right:4,out_size_i:4,out_size_x:4,out_tru:18,outer:[4,102],outer_mem:102,outer_rnn_st:102,outer_rnn_state_:102,outer_step:102,outgrad_:61,outlier:4,outout_lay:25,outout_layer1:25,outout_layer2:25,output:[1,2,3,5,7,9,18,19,22,25,26,27,28,29,33,38,40,43,44,48,51,52,53,54,55,56,57,59,62,63,67,68,71,74,75,76,77,78,79,82,83,84,85,86,87,92,99,102,105,109,110,113,120,122,124,125,132],output_:[4,61],output_all_step:67,output_arg_nam:44,output_dim_idx:18,output_dtyp:18,output_fil:[22,120],output_id:4,output_lay:[25,92,99,100],output_max_index:7,output_mem:[4,105],output_mod:22,output_nam:27,output_num:67,output_path:33,output_s:18,output_seg:87,outputbuff:34,outputgradi:79,outputh:4,outputw:4,outsid:[4,5,41,82],outter:119,outter_pos_arrai:119,outter_seq_pos_arrai:119,outupt:87,outv:108,outval_:61,over:[4,5,18,25,26,50,59,70,71,87],overal:[53,71,73,138],overfit:80,overlap:[3,4],overlap_threshold:[3,4],overload:[49,58],overrid:[29,31,48,62,85,109,110],overview:[35,36,37,85],overwrit:48,own:[4,28,36,38,44,46,55,57,69,70,71,80,84,123],paam:11,pack:[87,94],packag:[9,10,35,39,40,52,61,81,89,113,114,123],pad:[5,18,62],pad_c:4,pad_h:4,pad_w:4,padding_attr:4,padding_h:18,padding_i:4,padding_w:18,padding_x:4,paddl:[1,2,3,4,5,6,7,9,10,11,14,16,17,18,19,20,22,23,25,26,29,30,31,33,39,41,48,51,52,53,56,60,61,62,63,64,65,67,68,72,74,78,80,81,84,85,87,92,94,95,96,98,99,100,105,106,107,108,109,111,113,114,115,116,117,119,120,121,122,123,124,125,126,132,134,138],paddle_arguments_get_sequence_start_po:119,paddle_arguments_set_id:119,paddle_arguments_set_sequence_start_po:119,paddle_arguments_set_valu:119,paddle_begin_init_param:36,paddle_capi:117,paddle_dir:109,paddle_doc:111,paddle_docs_cn:111,paddle_element_typ:36,paddle_element_type_float32:36,paddle_element_type_float64:36,paddle_element_type_int32:36,paddle_element_type_int64:36,paddle_element_type_uint32:36,paddle_element_type_uint64:36,paddle_enforc:[29,62],paddle_enforce_eq:[109,110],paddle_error:[64,65],paddle_exampl:39,paddle_finish_init_param:36,paddle_get_param:36,paddle_gradi:36,paddle_gradient_machine_create_shared_param:120,paddle_gradient_machine_forward:120,paddle_gradient_machine_load_parameter_from_disk:120,paddle_init:120,paddle_init_num_gradient_serv:121,paddle_init_param:36,paddle_init_port:121,paddle_init_ports_num:121,paddle_init_ports_num_for_spars:121,paddle_init_pserv:121,paddle_init_trainer_count:121,paddle_init_trainer_id:121,paddle_init_use_gpu:121,paddle_ivector:119,paddle_ivector_cr:119,paddle_job:39,paddle_manylinux_devel:95,paddle_matrix:[64,65,119,120],paddle_matrix_cr:[65,119],paddle_matrix_create_spars:119,paddle_matrix_get_row:119,paddle_matrix_get_shap:64,paddle_matrix_shap:64,paddle_matrix_sparse_copy_from:119,paddle_n:125,paddle_new_etcd_pserver_cli:36,paddle_new_pserver_cli:36,paddle_on_cloud:39,paddle_output:124,paddle_paramet:36,paddle_port:125,paddle_ports_num:125,paddle_ports_num_spars:125,paddle_process_by_paddl:125,paddle_pserver2:122,paddle_pserver_cli:36,paddle_pserver_client_releas:36,paddle_r:119,paddle_root:117,paddle_save_model:36,paddle_send_grad:36,paddle_server_num:125,paddle_train:[65,81,122,125],paddle_with_cuda:73,paddle_with_mkldnn:66,paddlepaddl:[4,5,9,10,11,25,30,31,33,36,37,38,39,40,41,47,48,52,53,54,56,58,63,67,68,69,72,73,76,77,78,82,87,88,92,95,96,98,99,100,105,106,107,112,113,114,115,119,120,121,122,124,125,127,128,134,136,138],paddlepaddle_gpu:98,paddlepaddlebook:96,page:123,pair:[3,19,20,22,28,29,41,54,69,73,78],pairwis:4,pakcag:30,paper:[4,16,18,53],para:34,paradigm:[40,46,78],paragraph:67,paragraph_data:67,paragraph_out:67,parallel:[40,41,43,70,73,78,86,115,123,124,125,132],parallel_for:40,parallel_nn:[2,129,130],paralleldo:42,parallelfor:40,param:[2,4,5,9,18,20,27,29,36,72,76,85,92,94,110],param_attr:[4,5,18,19,34,76,92,94,105],param_config_proto:36,param_fil:[94,120],param_initi:18,paramattr:[2,4,12,18,92,94,105],paramet:[3,5,6,7,9,14,17,18,20,24,27,28,29,30,32,34,38,40,41,42,44,46,48,50,51,53,54,55,57,63,67,69,70,74,77,82,84,87,92,94,99,100,116,119,121,122,125,130],parameter_block_s:[129,130],parameter_block_size_for_spars:[129,130],parameter_learning_r:2,parameter_list:[20,28,69],parameter_nam:[25,26],parameter_serv:26,parameter_valu:34,parameterattribut:[2,4,5,34],parameterclient2:125,parameterclient_:34,parametermap:108,parametermutex_:34,parameters_:108,parameters_and_grad:[20,69],parameterserver2:34,parameterset:26,parameterupdat:72,parameterupdater_:34,parametr:4,params_grad:69,params_pass_4:120,params_pass_90:99,params_pass_:99,paramt:123,paraspars:108,parent:[29,40,74,76,78],parent_:[29,82],parent_idx:76,parenthes:78,pars:[9,10,30,41,55,106,123],parse_known_arg:125,parsefromstr:94,parser:[9,125],part:[3,4,18,19,28,29,38,41,50,62,63,74,76,85,113,138],partial:[4,25],partial_sum:4,particular:[54,63,78,86],particularli:16,partit:[31,33,41,43,78,123],paserv:125,pass:[4,14,18,23,25,28,29,31,44,45,50,53,59,63,69,71,72,75,76,77,78,80,82,87,92,99,107,115,123,124,125,130,132],pass_gener:4,pass_id:[25,41,92,99],pass_idx:77,pass_manu:94,passtyp:108,past:[26,123],patch:47,path:[3,9,10,11,25,31,35,36,39,59,68,77,117,123,124,125,130,134,135,136],path_to_paddlepaddle_working_directori:111,pattern:[10,31,64,71,80,123],paus:[31,38],pcie:70,pd_api:119,pdf:[5,18],peephol:18,peer:[70,90],pem:[26,33,123],pend:[31,35],pep425tag:[89,98],per:[3,4,10,11,18,31,36,70,71,77,80],percal:[113,114],perf_test:[113,114],perform:[4,5,16,18,27,36,41,45,49,50,53,59,70,72,73,77,78,80,85,86,114,115,129],perftool:[73,113,114],period:[31,38,130],permiss:[92,99,123],permut:18,peroid:[4,11],persist:[18,46,83,88,123],persistentvolum:123,persistentvolumeclaim:[123,125],person:[3,26,58],perspect:78,perturb:27,pex:138,pfs:[33,48],pfsclient:33,pfspath:48,pgp:123,phase:[62,68,70,71,77,79,138],philosophi:[71,80],photo:53,physic:138,pick:[18,123],pickl:[121,126],pictur:70,piec:[5,40,73],pil:11,pillow:39,pip:[81,89,95,98,100,107,111,113,114],pipe:9,pipelin:45,piperead:9,pivot:62,pixel:[4,9,10,41],place:[18,28,29,31,38,41,43,46,58,62,70,78,86,110,116],place_:[58,66,85,86],placehold:[53,85,110],placement:43,plain:[3,4,9,39,63,65,66],plan:[31,40,62,78],platform:[29,51,62,66,73,85,86,98,109,110,116,123,134,135],pleas:[2,4,5,6,11,18,26,31,35,36,37,40,51,55,66,67,76,77,78,85,88,89,111,113,123,125],plot:26,plu:[4,27],plug:[70,71],pnpairvalid:129,pod:[33,39,40,123,124,125],pod_nam:123,podip:125,podlist:125,point:[18,29,31,39,49,59,62,70,85,110,113,115,119,138],pointer:[29,36,55,59,66,76,78,82,85,110,119],polar:10,poli:94,polici:[18,123],pollut:38,polyak:71,ponit:55,pool3:108,pool:[5,18,24,42,59],pool_attr:5,pool_bias_attr:5,pool_layer_attr:5,pool_pad:[5,18],pool_siz:[4,5,18,19],pool_size_i:4,pool_strid:[5,18,19],pool_typ:[4,5,18,19],pooled_height:4,pooled_width:4,pooling_lay:[5,92],pooling_typ:[4,92,101],poolingtyp:7,pop:[29,46],popul:36,popular:[30,53,55,73],port:[30,40,113,121,123,124,125,129,130],port_num:129,portabl:55,portal:111,ports_num:[121,125,130],ports_num_for_spars:[34,121,125,129,130,132],pose:31,posit:[3,4,5,18,119],positive_label:3,possibl:[26,29,35,43,59,76,80,88],post:[39,47],postpon:80,potenti:[49,115],pow:94,power:[49,59,70,138],ppo_workspac:111,pprof:[113,114],pre:[4,5,10,26,36,58,59,123],pre_activ:76,pre_bia:76,pre_stat:[67,87],preambl:76,precis:[3,45,49,71],precision_evalu:3,precompil:46,pred:[55,59],predecessor:59,predetermin:4,predic:10,predict:[3,4,18,25,41,80,92,100,120],predict_fil:[129,130],predict_lay:25,predict_output_dir:[129,130],prediction1:25,prediction2:25,prefer:[50,58],prefetch:[34,108],prefix:[3,5,31,33,68,123],pregrad:108,prepand:76,prepar:[27,39,72,121,126,127],prepend:[18,76],prepend_oper:76,preprocess:[10,11,87],present:[26,28,29,73,87,107],preserv:48,press:16,prev_batch_st:[129,130],prev_cel:18,prev_cell_data:18,prev_hidden:18,prev_hidden_data:18,prevent:[6,26,31,35,38,44,80,113],preview:78,previou:[4,5,18,25,28,31,43,48,67,68,113,123],previous:4,previous_memori:29,price:[10,78,100],prim:62,primari:[50,54],primarili:[71,80],primit:[49,61,62,70,87],primitive_desc:62,primitivedesc:62,principl:[26,30,66],print:[2,25,26,41,50,55,76,89,98,99,100,113,126],print_graphviz:55,printallstatu:115,printer:3,printstatu:115,priorbox:4,prioriti:78,prite:3,privat:[29,65,73,76,82,83,84,85,87,107,110],privileg:123,pro:70,prob:[3,25,100],probabilist:4,probabl:[3,4,18,25,68],problem:[4,26,27,30,38,50,53,54,71,78,80],proc:96,proce:[9,31,77,123],procedur:[29,63],proceed:16,process2:102,process:[2,4,5,9,18,26,28,29,33,34,35,38,40,41,45,46,50,51,55,59,61,63,70,80,84,86,92,94,102,113,123,125],process_num:9,processor:[49,115],prod:107,produc:[4,5,9,18,31,50,55,77],product:[4,5,18,19,39,50,99,123],productgraph:124,prof:[113,114],profil:[12,48,73,114,115],profilerst:73,profl:114,proflier:[73,115],prog:125,program:[9,14,16,18,22,26,28,33,36,38,41,43,46,54,56,59,69,70,73,77,78,82,88,113,115,125],programdesc:[40,41,46,50,59,63,75,76,79,88],programm:[41,50,76],progress:[31,35],proj:4,project:[4,5,39,65],promis:[4,5,68],prompt:[48,50],prone:26,prop_kind:62,propag:[4,6,28,50,71],proper:58,properli:58,properti:[55,80],propos:[29,42,43,68,69,70,71,87],proprietari:61,protect:[49,84,108,109],proto:[7,58,63,66,74,78,84,88,109],proto_:84,protobuf:[25,29,39,40,41,46,50,51,54,55,59,63,74,76,78,79,84,94,117,120],protocol:[3,116,138],protomak:109,provi:121,provid:[4,10,18,26,29,36,39,40,45,46,49,50,53,55,57,58,66,70,71,73,76,80,84,85,87,92,100,102,113,123,129,138],provis:[123,138],prune:[4,29],ps_desir:31,pserver:[25,34,36,37,39,78,121,122,123,125,129,130],pserver_addr:36,pserver_cpu:39,pserver_id:32,pserver_mem:39,pserver_num_thread:[34,129,130],pserver_spec:25,pseudo:[26,28,39,79,87],pseudocod:87,psize:108,ptr:[65,85],pub:126,pull:[30,78,81,96,134],purpos:[4,31,41,43,58,115],push:[29,46,50,73,81,125],push_back:108,put:[30,31,34,43,59,62,76,85],pvc:123,pwd:[95,96,106,107,111,134],pxe:138,py_paddl:89,pybind:[29,49],pydataprovid:92,pydataprovider2:125,pyramid:4,pyramid_height:4,python2:[113,114],python:[18,25,26,29,37,45,46,50,52,53,54,55,58,64,68,72,73,78,81,85,87,89,92,95,98,100,105,106,107,108,109,111,114,116,120,121,126],pythonpath:89,pytorch:[50,73],qualcomm:49,queri:[3,4,19,123],query_id:3,question:[4,26,40,43,84,123],queue:43,quick:55,quick_start:[39,123,124,125,127],quick_start_data:124,quickli:[68,76,78],quickstart:124,quit:68,r14b:134,r_h_val:18,r_t:4,rais:[9,18,44,55,121],rajathkmp:53,ran:[43,115],rand:[53,94,115,119,130,132],rand_max:119,random:[2,4,9,16,33,53,66,72,76,77,94,109],random_crop:11,random_imag:33,randomli:[11,38,119],rang:[4,9,16,18,33,40,41,49,53,59,73,77,84,125],rank0:70,rank1:70,rank:[4,18,26,87,123],rank_tabl:18,rankdir:55,ranktabl:18,rapid:79,raspberri:137,raspberrypi:136,raspbian:136,rasspberri:136,rate:[2,3,4,5,6,10,36,92,125],rather:[28,39,53,87,123],ratio:[4,130],raw:[4,18,63],rdma_tcp:[129,130],reach:[31,59,70],read:[9,11,18,25,26,28,31,33,40,41,43,50,51,77,78,87,94,123,138],read_from_arrai:59,read_from_realistic_imag:26,read_from_rng:26,read_lock:32,read_minibatch:50,read_mnist_imag:26,read_next_from_fil:92,read_paramet:94,read_ranking_model_data:26,readabl:[73,78,113],reader:[10,25,33,41,49,53,54,74,99,113,114,121],reader_cr:33,reader_creator_bool:77,reader_creator_random_imag:[9,77],reader_creator_random_image_and_label:[9,77],readi:[31,123,124,138],readlockguard:34,readm:[65,107],readwritebuffer_:34,readwritemani:123,real:[4,18,34,53,77],realist:26,realiz:[29,67],realli:[50,80],rearrang:18,reason:[5,26,27,31,50,124],recal:3,receiv:[31,39,41,43,67],recent:[59,71],recognit:4,recommend:[5,18,26,125],record:[9,35,62,73,84,123],recordev:73,recordio:[9,10,26,33,35],recov:[31,87],recover:78,recoveri:35,rectifi:[4,16],recurr:[60,67,82,102,103],recurrent_group:[5,92,93,102,104,105],recurrent_lay:5,recurrent_op:87,recurrentgradientmachin:[65,68,87],recurrentgroup:3,recurrentlay:60,recurs:[28,29,30,48,59,78],recv:[40,41,43,70,123],recvparametertyp:34,red:[53,113],redirect:9,reduc:[4,18,43,49,70,78,113,114],reduce_by_kei:78,reduce_mean:53,refactor:[41,43,54,68,71,72,76,80,87],refer:[2,4,5,6,11,16,18,19,22,27,29,31,35,36,37,40,49,55,62,66,67,70,74,76,78,80,82,85,87,88],referenc:35,refine_unknown_arg:125,reflect:35,reg:84,regard:138,region:[4,82],regist:[59,66,79,85,86],register_gpu_profil:115,register_lay:108,register_op:[52,78,79,84,109],register_op_cpu_kernel:[85,109],register_op_cuda_kernel:[85,109],register_op_without_gradi:[78,109],register_oper:[57,79],register_tim:34,register_timer_info:115,registerop:84,registr:116,registri:[39,57,85,124,138],regress:4,regular:[2,12,20,28,92,123],regularization_coeff:23,reiniti:62,rel:[5,27,38,80],relat:[31,38,39,49,66,73,82,86,113,138],relationship:[79,85],releas:[81,89,117,123,134,135,136],reli:[27,40,68,69,71,80,113],reliabl:[31,80],relu1:55,relu2:55,relu:[4,53,55,59],relwithdebinfo:[113,114],remain:87,remaind:18,rememb:4,remind:85,remot:[2,30,34,41,78,107,123,130,132],remoteparameterupdat:[34,37],remov:[9,18,28,41,48,50,68,107],ren:16,renam:[28,48,49],reorder:62,reorder_primit:62,reorgan:4,repeat:[18,29,54,74,75,83,84,88,113],repeatedli:[54,59],replac:[30,35,57,71,79],replic:41,replicaset:39,repo:[30,136],report:[35,49,50,73],reportdataset:35,repositori:[4,111,134],reprenset:18,repres:[4,5,18,19,28,29,35,40,41,43,44,50,55,63,66,68,71,76,78,80,83,85,87,88,123],represent:[4,18,36,41,51,53,54,59,66,68,83],request:[30,31,34,38,40,78,81,123,124,138],requir:[3,4,20,26,28,31,36,38,39,41,43,44,48,49,55,59,61,67,71,73,74,75,78,80,83,84,88,92,99,111,123,138],requisit:59,research:[10,41,50],reserv:[18,48,92,99],reserveoutput:108,reset:[4,14,18,31,45,90],reset_program:[14,45],resetingrad:61,resetinvalu:61,resetoutgrad:61,resetoutvalu:61,resetxxx:61,reshap:[27,77,94],reshape_s:4,resid:18,resiz:[11,34,85,109,110],resize_s:11,resize_short:11,resolv:[30,107,124],resourc:[41,46,70,73,85,123],respect:[18,27,44,49,53,67],respons:[4,34,41,45,53,70,71,72,80,123,124],rest:[18,29,39,47,51,86,138],restart:[31,36,123,124,138],restartpolici:[123,124,125],restor:[27,71],restrict:[80,82,113,114],result:[1,3,4,17,18,22,25,27,28,35,45,53,54,55,59,63,68,69,70,72,99,113,115,116,123],result_fil:3,resum:38,retran:123,retriev:[29,68,82,113],return_op_list:20,return_seq:5,reuqest:81,reus:[29,38,68,77,78],rev:106,revamp:41,reveal:[26,113],revers:[4,5,18,28,104,105],review:[10,40,107,124],reviews_electronics_5:124,rewrit:30,rgb:[4,11],rho:6,rid:50,right:[4,27,28,29,30,39,45,59,78,80,92,99],right_scor:92,ring:70,risk:28,rkt:[39,106],rmsprop:[71,92],rmspropoptim:71,rnn:[4,5,29,50,53,68,76,78,82,104,105,129],rnn_bias_attr:105,rnn_layer_attr:105,rnn_out:105,rnn_output:87,rnn_state:102,rnn_state_:102,rnn_step:4,rnn_use_batch:[60,129,130],rnnalgorithm:68,rnnlm:10,rnnstep:87,roadmap:87,robust:[4,16],rocmplac:66,roi:4,role:[10,26,35,36,41,70,123],rollback:76,root:[6,7,28,70,123,124,125],rot:4,round:[49,70],routin:[49,61,70],row:[3,4,9,18,34,119],row_id:4,row_offset:119,rowoffset:119,rows_:83,rpc:35,rpcserver:35,rpi:136,rpi_arm_neon:136,rpi_toolchain:136,rsize:123,rstrip:125,rtk:138,rtype:9,rule:[3,18,28,41,44,50,54,123],run:[26,27,28,29,30,31,39,40,41,42,43,45,49,50,51,52,53,54,55,59,62,66,67,69,70,71,73,74,75,76,78,81,82,83,85,86,89,95,96,106,107,110,111,113,114,115,121,122,123,124,125,127,128,134,138],run_test:95,runinitfunct:[115,125],runnabl:43,running_on_cloud:39,runserv:111,runtim:[22,29,40,41,57,67,78,88,89],runtime_table_:29,s_block:28,safe:39,sai:[4,51,54,56,59,77],said:50,same:[3,4,5,16,18,25,26,27,35,36,38,40,41,52,53,55,58,59,67,68,70,76,78,79,82,86,87,102,110,123],samping_id:4,sampl:[3,9,10,18,45,53,76,84,119],sample_id:3,sample_num:3,sampler:53,satifi:[3,59],satisfi:[30,62,83,123],save:[4,9,25,31,33,35,36,39,40,41,54,55,59,63,71,83,88,123,124],save_dir:[124,125,130,132],save_only_on:[129,130],save_parameter_to_tar:[25,99],savetxt:94,saving_period:[125,129,130],saving_period_by_batch:[129,130,132],scalabl:78,scalar:[4,18,28,29,56,87],scale:[1,16,41,43,71,79,84,109],scaleop:109,scaleopmak:[78,109],scalingproject:4,scan:[28,35,59,78],scatter:[4,28,70],scenario:68,schdule:123,schedul:[35,39,43,123],scheduler_factor:2,scheme:[3,6,34,80],scienc:59,scope:[27,40,42,46,51,86,116],score:[3,4,18,19,68,92],score_diff:92,scp:126,script:[10,70,95,111,122,123,126,134],sdk:135,search:[4,31,82,105],second:[4,18,26,40,48,50,53,55,67,68,74,75,77,82,84,109],secret:123,section:[28,43,50,76,113,123],see:[4,5,18,26,28,31,40,43,49,50,76,92,94,99,113,123],seed:[16,18,94,115,130],seem:[30,49,50],seen:[19,80],segment:[3,18,67,87],sel_fc:4,selcet:4,select:[4,18,68,123],selected_generation_scor:68,selected_id:[4,68],selected_indic:4,selected_row:[83,88],selected_rows_desc:[83,88],selected_scor:68,selectedrow:[57,88],selectiv:4,selector:124,self:[27,44,45,53,55,59,60,61,63,69,76,87,108,109],self_addr:40,selfnorm:4,semant:[10,26,68,81],semat:26,send:[31,36,40,41,43,58,70,78,84,123],send_back_parameter_typ:34,sendbackparameterspars:34,sendbackparametertyp:34,sendparameterrequest:34,sendparameterrespons:34,sens:[71,80,113],sensit:4,sent:[26,36,40,41,78,84,88,124],sentanc:92,sentenc:[4,10,50,67,68,87,102,105],sentence_input:87,sentence_last_state1:102,sentence_last_state2:102,separ:[3,18,22,36,41,52,71,79,80],seper:87,seq:[4,10,102],seq_len:87,seq_po:119,seq_pool:[4,101],seq_pos_arrai:119,seq_silc:4,seq_text_print:3,seq_typ:9,seqlastin:102,seqtext_evalu:3,seqtoseq:[4,94],seqtoseq_net:4,sequenc:[1,3,4,5,7,9,10,18,19,28,29,40,46,50,54,60,69,74,87,92,99,102,104,119],sequence_group:4,sequence_layer_group:102,sequence_nest_group:4,sequence_nest_layer_group:102,sequence_start_posit:119,sequencegen:102,sequencesoftmaxop:18,sequencestartposit:4,sequencetextprint:3,sequencetyp:[4,99],sequenti:[4,29,40],seri:[5,102],serial:[25,29,35,63,72,78],serializ:[78,88],serv:[41,49,78,87,123],server:[26,30,34,37,38,41,51,70,78,90,95,121,122,125,130,138],serverless:31,servic:[113,138],sess:[53,55,69],session:[55,69,75],set:[2,3,4,5,9,10,11,18,19,22,25,26,28,31,39,53,57,59,62,66,67,68,73,75,76,78,79,82,85,87,92,94,99,102,106,109,110,111,113,115,119,123,124],set_active_typ:108,set_attr:44,set_default_parameter_nam:2,set_drop_r:108,set_float_el:27,set_input:[4,44],set_output:44,set_siz:108,set_typ:[44,108],setdatatyp:83,setdefault:109,setp:123,setq:106,settotalbyteslimit:94,setup:[41,71,81,108,109,138],sever:[3,4,27,34,41,43,53,67,68,70,72,73,76,83,85,87,123],sexstant:138,sgd:[20,25,26,31,39,43,71,72,83,99,116,121,129],sgd_optim:116,shall:[28,30],shaoq:16,shape:[3,4,9,14,18,19,25,27,28,29,41,53,56,66,67,74,76,78,83,85,99,116],shard:[31,32,33,34,35,36,38,41,43,121,123],share:[4,18,30,53,65,72,76,78,80,85,87],shared_bia:5,shared_bias:4,shared_librari:30,shared_ptr:[62,64,65,82,85,110],shell:123,shift:[4,18],shorten:4,shorter:11,should:[2,3,4,9,11,14,16,18,20,22,23,25,26,27,28,29,36,39,41,44,45,49,51,52,53,57,58,62,66,67,68,69,71,72,73,74,77,78,79,80,83,84,86,87,88,104,109,111,123],should_be_fals:26,should_be_tru:26,should_shuffl:102,show:[3,6,28,29,31,48,50,56,59,63,67,70,71,74,87,106,123],show_check_sparse_distribution_log:[129,130],show_layer_stat:[129,130],show_parameter_stats_period:[124,129,130,132],shown:[4,26,41,45,70,73,123],shrink_rnn_memori:18,shrunk:44,shuf:92,shuffl:[9,41,92],sid:123,side:[4,25,41,45,59,72],sig:123,sigint:122,sigmod:84,sigmod_op:84,sigmod_output:84,sigmoid:[4,19,29,84,87],sigmoidactiv:[5,102],sign:[47,63,123],signatur:123,similar:[4,18,29,40,41,43,46,50,68,71,73,77,78,80,85,86,87,113,123,138],similarli:[4,9,50,59],simpl:[1,3,4,5,9,10,18,20,25,40,43,49,51,54,55,59,67,71,74,80,82,84,87,125],simple_attent:105,simple_gru:105,simple_lstm:[4,93],simple_rnn:[4,105],simple_transform:11,simpler:72,simplest:123,simpli:[4,11,26,36,41],simplifi:[26,68,76,84],simul:[50,135],simultan:123,sinc:[4,5,31,35,37,38,41,42,50,57,59,62,66,71,76,77,79,80,87,123,138],singl:[3,5,9,18,28,31,41,43,45,49,58,70,78,82,113],singleton:[40,42],sinlg:25,sit:41,site:[30,113,114,123],situat:[28,75,86],size:[3,4,5,9,10,11,18,19,25,31,33,34,36,41,49,53,59,63,68,71,76,77,83,84,85,87,92,94,99,100,102,105,108,109,110,116,119],size_a:4,size_b:4,size_in_byt:62,size_t:[34,85,87,108],sizeof:[29,119],skip:[28,77,94,107,123],sleep:125,slice:[18,40],sliceproject:4,slide:[4,6,10,31],slight:50,slightli:53,slope:[4,18],slopeinterceptlay:4,slowli:113,small:[4,10,18,27,40,51,53,61,68],small_messag:[129,130],smaller:[18,27,31,49,68],smart:82,smooth:4,snap:124,snapdragon:49,snapshot:[32,38,123],snippet:[52,69,123],sock:39,sock_recv_buf_s:[129,130],sock_send_buf_s:[129,130],socket:125,soft:18,soft_label:18,softmax:[4,5,18,26,29,41,43,50,55,56,68,74,92,105,108],softmax_param:94,softmax_param_attr:5,softmax_selfnorm_alpha:4,softmaxactiv:102,softmaxoutput:55,softrelu:18,softwar:[49,73,92,99,138],solid:53,solut:[70,138],solv:[26,28,59,78],some:[2,4,9,11,25,26,28,29,30,34,35,36,38,39,41,43,44,49,51,52,53,54,58,59,62,66,67,68,69,74,75,76,77,78,79,82,85,86,87,123,138],some_c_api_funct:65,some_inst:65,some_op:[57,67,87],some_python_class:64,somecppclass:64,somedata:25,somegotyp:64,someth:[28,34,76,113],sometim:[4,73,77],somewhat:36,somewher:82,soon:31,sort:[4,10,18,87,113,123,125],sort_by_length:87,sourc:[4,10,27,30,48,50,53,61,63,65,68,77,78,113,123],source_dict_dim:[68,105],source_dict_s:68,source_language_word:[68,105],space:[3,4,43,49,76,80],space_seperated_tokens_from_dictionary_according_to_seq:3,space_seperated_tokens_from_dictionary_according_to_sub_seq:3,span:73,spars:[2,4,6,9,18,34,92,108,119,121,123,125,130,132],sparse_binary_vector:[9,92,99,119],sparse_binary_vector_sequ:[9,119],sparse_binary_vector_sub_sequ:119,sparse_float_vector:[9,99],sparse_float_vector_sequ:9,sparse_non_value_slot:9,sparse_remot:34,sparse_upd:[2,34,92],sparse_value_slot:9,sparse_vector:[92,119],sparse_vector_sequ:119,sparse_vector_sub_sequ:119,sparseparam:108,sparseprefetchrowcpumatrix:108,spatial:4,spatial_scal:4,spec:[123,124,125],special:[4,18,28,36,41,49,51,57,66,68,69],specialvartypeinfer:57,specif:[18,19,25,28,30,31,41,44,48,51,68,78,82,85,92,99],specifi:[3,4,14,18,26,27,34,35,36,39,40,41,42,44,45,46,48,53,63,73,76,82,84,87,111,113,123],speech:4,speed:[4,5,49,63,70,71,138],speedup:73,sphinx:[64,111],split:[4,9,19,38,40,42,50,56,68,78,87,102,121,123],split_count:[121,123,125],spread:28,sqrt:16,sqrt_x:18,squar:[4,6,7,55],square_error_cost:[99,116],squash:107,srand:[119,130],src:[30,62,89,121,122,125],src_backward:105,src_dict:94,src_dict_path:94,src_embed:[68,105],src_forward:105,src_primitive_desc:62,src_word_id:[68,105],src_word_vec:68,sreializ:88,srl:10,ssd:4,ssh:[123,126],ssh_server:122,sstabl:26,stabil:[4,27,59],stabl:[81,123],stack:[18,46,78,87,123],stackexchang:4,stage:[30,37,42,53,59,62,88,107],stale:31,stamp:89,standalon:134,standard:[2,9,16,18,50,78,80,113],stanford:[10,27,124],star:30,start:[4,5,18,25,28,30,31,34,35,36,38,39,41,42,68,70,72,73,89,107,113,119,124,125,130],start_mpi_train:126,start_op_idx:28,start_paddl:125,start_pass:[129,130],start_po:4,start_pserv:[129,130],startpaddl:125,startup:[18,31,39,50,123],startup_program:[14,18,20],stat:[115,130],state:[4,5,14,18,20,29,31,45,46,67,68,73,82,87,93,104,124],state_act:[4,5,102],statem:59,statement:[50,54,59,123],statfulset:125,static_cast:[62,110],staticinput:[4,104,105],statist:[4,14,16,45,73],statset:115,statu:[39,68,107,115,123,124,125],status:124,std:[25,30,34,55,57,58,62,64,65,73,75,78,79,82,84,85,108,109,110,130],stdbuf:121,stderr:122,stdout:[9,122],step1:18,step:[4,5,7,18,20,27,29,31,36,41,43,45,50,53,54,60,68,71,72,76,78,84,87,102,104,105,113,123,138],step_gradi:28,step_id:87,step_input:87,step_net:29,step_output:87,step_scop:78,stepnet:[29,67,78,82],stepout:102,still:[28,35,38,41,50,59,79],stirng:76,stmt1482205552000:123,stmt1482205746000:123,stochast:[6,31,35,38,71],stop:[4,76],stop_gradi:[18,76],storag:[47,49,123],store:[3,4,10,18,25,27,29,30,34,46,55,57,63,66,68,72,74,76,78,79,80,82,87,123],str:[11,14,18,25,28,39,87,125,132],straight:[74,77,83],straightforward:62,strategi:[7,31,76,130],stream:[9,41,62,73,85],stream_:85,streamid:22,street:4,strict:77,stride:[4,5,18,62,66],stride_h:18,stride_i:4,stride_w:18,stride_x:4,string:[3,4,9,11,18,22,25,28,29,35,48,55,58,63,73,74,75,76,78,79,82,83,84,88,108,109,123,130],strip:[94,102,113],struct:[35,36,47,49,57,58,65,66,73,79,84,86,94],structur:[28,29,35,50,53,63,68,74,76,78,83,123],sts:123,stuff:107,style:[4,78,84],sub:[3,4,9,18,26,28,38,40,43,53,59,67,70,72,76],sub_block:28,sub_nest_seq:4,sub_sequ:[4,99],subclass:[20,76],subcommand:48,subgradi:6,subgraph:[43,53],submiss:41,submit:[62,78,123],subnet0:123,subnet:[26,123],subobjectpath:124,subscript:18,subseq:[101,104],subsequ:[4,70],subsequenceinput:[4,102],subset:18,succ:59,succeed:[35,124],success:[4,36,123,124],successfulcr:124,sucess:59,sucessor:59,sudo:[106,123],suffer:27,suffix:[14,39,121],suggest:[4,30],suit:138,suitabl:83,sum:[4,6,19,28,29,32,42,57,76],sum_op:28,sum_x:18,sume:18,summar:[53,73],summari:73,summat:18,sumopgradmak:79,sumpool:92,sun:16,supercomput:59,suppli:[18,83],support:[2,3,4,6,7,9,11,18,19,27,29,31,38,39,40,41,43,50,52,53,59,62,63,66,68,71,72,73,75,77,78,79,80,83,86,98,102,123,138],support_inplac:59,suppos:[5,18,19,30,40,52,83,119],suppress:[4,48],sure:[18,113,123],surpass:[4,16],sutibal:85,svs:84,swagger:47,swig:[37,64,65,95],switch_ord:93,switchop:29,sychron:70,symbol:[4,29,55,65],symbols_ready_:29,symbolt:[29,78],symlink:107,sync:[31,71,80],sync_with_cpp:[113,114],syncflag:108,synchron:[31,35,62,70,73,123],syntax:[40,46,50,68,77],sysroot:134,system:[29,30,31,36,38,41,43,47,52,53,59,61,92,113],t_max:18,t_min:18,tabl:[3,4,18,29,40,50,57,63,83,88],tablelookup:83,tablelookupgrad:83,tablelookupop:83,tableproject:4,tag:[3,10,81,89,96,107,121],tagtyp:3,tail:68,tainer_id:125,take:[3,4,5,9,18,25,26,28,29,30,31,38,40,41,44,46,49,51,53,54,56,57,59,62,66,71,74,75,76,77,78,79,85,86,87,113,123],taken:[4,44,55,59,66,87],talk:[36,51],tangl:113,tanh:[4,5,53,68,105,108],tanhactiv:[5,102],tanhshrink:18,tar:[11,25,89,99,120,123],tarbal:123,target:[4,10,18,20,25,28,29,30,44,46,53,55,69,75,78],target_block:[28,44],target_dict_dim:105,target_dict_s:68,target_dictionary_dim:4,target_language_embed:4,target_language_word:105,target_link_librari:30,target_word:68,targetinlink:[4,102],task:[3,4,41,63,68,73,84,120],task_queu:35,taskentri:35,taskqueu:35,tbd:[37,62,102],tcp:[123,130],tear:115,technic:[28,31],techniqu:[59,113],technolog:50,tee:124,tell:[31,35,36,68,84],templat:[52,62,84,85,109,110,124,125,138],tempor:[4,18],temporari:[14,28,39,46,59,71,76],tempori:59,tensor:[18,19,27,30,40,42,43,49,50,51,53,55,57,58,62,63,66,67,68,83,87,88,109,116],tensor_arrai:40,tensor_array_read:87,tensor_array_s:87,tensor_array_stack:87,tensor_array_unstack:87,tensor_array_writ:87,tensor_data:63,tensor_in:86,tensor_s:27,tensor_test:30,tensor_to_check:27,tensorarrai:42,tensorarraydesc:87,tensordesc:[63,83],tensorflow:[29,40,41,43,50,53,56,80,87],term:[4,5,18,31,79,80],termin:124,terminolog:59,tessorarrai:87,test100:10,test10:10,test1:33,test:[4,9,10,11,25,26,27,30,55,65,71,77,81,100,107,108,109,110,115,116,119,121,126,130,132],test_:109,test_all_data_in_one_period:124,test_check_grad_ingore_i:109,test_check_grad_ingore_x:109,test_check_grad_norm:109,test_check_output:109,test_compar:89,test_comparespars:89,test_comparetwonet:89,test_comparetwoopt:89,test_config_pars:89,test_data_dir:121,test_fcgrad:108,test_gpuprofil:115,test_layergrad:108,test_list:94,test_mkldnn:61,test_mklpack:60,test_mul_op:[95,109],test_networkcompar:89,test_pass:[129,130,132],test_period:[129,130,132],test_predict:89,test_pydataprovid:89,test_pydataprovider2:89,test_pydataproviderwrapp:89,test_recurrent_machine_gener:89,test_recurrentgradientmachin:[89,102],test_swig_api:89,test_train:89,test_traineronepass:89,test_wait:[129,130],testa:26,testb:26,testbilinearfwdbwd:115,testconfig:108,testfcgrad:108,testfclay:108,testlayergrad:108,testmulop:109,testq:26,testresult:25,testutil:108,text1:48,text:[3,5,9,18,26,63,67,73,123],text_fil:9,tflop:115,tftp:138,tgz:[10,89,98],than:[2,3,4,5,18,28,31,39,40,44,50,51,52,53,76,78,80,87,94,119,123,138],the_step:50,theano:50,thehalf:18,thei:[4,14,16,18,23,26,28,30,31,36,38,40,43,44,48,50,53,54,58,59,68,69,73,76,78,84,87,88,115,123],them:[3,4,5,11,18,26,27,28,30,31,34,39,43,44,50,51,52,57,58,59,68,76,77,78,79,82,83,84,86,87,88,115,123],themselv:[28,30],theori:50,therefor:[28,59,71],therein:[4,29],theta:53,theta_d:53,theta_g:53,thi:[2,3,4,5,6,9,10,11,14,16,17,18,19,20,22,23,25,26,27,28,29,30,31,34,35,36,37,38,39,40,41,42,43,44,45,46,49,50,51,52,53,54,55,58,59,62,66,67,68,69,70,71,72,73,74,76,77,78,79,80,83,84,85,86,87,92,98,99,113,115,116,119,123,138],thin:57,thing:[41,53,78,85],think:[26,30],third:[4,31,55,113,119],third_parti:[4,61,89,117,134,135,136],those:[4,29,30,31,52,54,55,56,74],though:[87,138],thought:30,thread:[40,42,73,113,115],thread_count:42,thread_id:73,thread_id_:73,thread_local_rand_use_global_se:[129,130],thread_pool:42,threadblocks:22,threadid:132,threadloc:115,threadpool:40,three:[3,4,18,27,28,31,45,49,50,51,54,62,68,69,72,73,74,77,85],threshold:[2,3,4,18,31,35,44,130],thresholdedrelu:18,through:[4,19,28,30,31,35,37,45,59,69,71,111,116],throughout:46,throughput:115,thrust:78,thu:[4,18,38,45,55,59,123],tier:124,time:[4,5,7,9,18,25,26,27,30,31,35,38,41,43,44,50,52,57,59,60,66,67,68,70,73,76,77,78,79,83,84,87,88,102,113,114,115,119,124,125,130,138],timelin:[4,73,78],timeo:123,timeout:[31,35],timeout_sec:9,timer:115,timestamp:[4,32],timestep:[4,82],titan:59,titl:[10,125],tls:47,tmp:76,to_chw:11,to_no_sequ:[4,101],to_sequ:[4,101,102],to_tar:25,to_your_paddle_clone_path:111,todo:[3,9,10,29,31,35,38,68,84],toend:4,togeth:[4,5,9,25,28,87],token:[3,4,18,26,105],toler:[25,27],too:[10,27,40,44,62,86,87],took:138,tool:[73,111,113,123,125,134,136],toolchain:[113,134],top:[3,18,25,67,68],top_k:[3,18,68],top_level_rnn:67,topic:62,topk_generated_scor:68,topk_id:68,topk_indic:18,topk_out:18,topk_scor:68,toplevel:106,topolog:[26,31,41,55,59,63,72],topoloi:55,topolopi:25,torch:[29,50],toronto:10,tostr:94,total:[18,25,31,43,45,70,73,77,113,115,124,138],total_pass:77,tottim:[113,114],touch:89,toward:50,trace:[29,51,53],track:[31,35,55,76,107],tractabl:4,tradit:[4,29,49],traffic:41,trail:9,train100:10,train10:10,train:[2,3,4,9,10,11,16,28,29,33,35,36,38,40,44,45,46,50,51,53,54,59,60,63,70,71,72,73,74,75,76,78,80,83,85,88,90,92,96,99,105,121,122,124,125,126,127,128,130,132],train_arg:125,train_args_dict:125,train_args_list:125,train_config_dir:[123,125],train_data:121,train_data_dir:121,train_i:99,train_id:123,train_list:[94,121],train_loop:50,train_read:[41,99],train_x:99,trainabl:[4,63,76],trainer:[26,32,33,34,35,37,41,43,51,60,61,71,72,78,99,108,121,125,130,132],trainer_config:[120,123,124,125],trainer_config_help:108,trainer_count:[92,100,121,123,124,125,129,130,132],trainer_cpu:39,trainer_cr:39,trainer_gpu:39,trainer_id:[121,123,125,130],trainer_intern:34,trainer_mem:39,trainer_packag:39,trainer_prog:41,trainerconfighelp:94,trainerid:[38,125],trainingjob:41,trainonebatch:34,tran:[62,108],trans_var:86,transact:[31,35],transfer:[59,73],transform:[4,5,11,18,78],transform_param_attr:5,transformed_st:5,translat:[4,5,59,92],translation_id:68,translation_scor:68,transpar:68,transpil:40,transpos:[4,11],transpose_i:18,transpose_x:18,transposedfullmatrixproject:4,travers:[28,54,59],travi:107,treat:[4,18,29,36,59],treatment:[36,49],tree:[4,29,40,46,50,76,116,125,136],trg_dic_siz:68,trg_embed:[68,105],trick:68,tricki:64,trigger:[38,72],trim:4,trivial:[68,87],true_block:[29,56,74],true_imag:77,true_label:77,true_neg:45,true_posit:45,true_read:77,truth:[3,4,18],tune:[2,113,114,129],tupl:[4,5,9,10,11,14,18,19,25,28,76,77],ture:4,turn:[4,18,76,77,104],tutori:[113,123,125,126,127,128],twice:[43,53],twine:81,two:[3,4,5,18,19,26,28,36,37,38,39,40,41,45,48,49,50,51,53,54,57,59,63,66,68,71,73,74,77,78,79,80,82,83,84,86,87,88,109,110,115,123],txt:[30,39,48,60,61,108,111,121,123,126],type:[3,4,5,7,9,10,14,18,26,28,29,31,34,35,38,39,41,47,48,49,51,57,58,62,63,64,65,67,68,74,75,76,77,78,79,80,83,84,85,86,88,99,100,102,105,108,109,110,119,123,124,132],type_nam:84,typedef:[36,49,64,65,66,85],typeerror:44,typeid:84,typenam:[52,84,85,109,110],typic:[3,41],ubuntu:[81,98,100,113],ubyt:77,uci:10,uci_h:100,ufldl:[4,18],uid:124,uint16_t:49,uint32:[47,63],uint32_t:73,uint64:[63,64],uint64_t:[64,119],unawar:36,unbound:59,unclear:38,uncreat:28,under:[30,35,43,70,86,92,99,123],underli:[18,68],understand:[16,50,76,113,138],understand_senti:105,undeterminist:115,unidirect:4,unifi:[46,55,83],uniform:[2,4,9,16,33,53,76,77],uniform_random:76,uniniti:28,uninstal:[89,95],uniqu:[26,29,31,38,39,62,66,76,82,123],unique_nam:76,unique_name_gener:76,unique_ptr:[79,82,85,108],unit:[4,5,18,19,30,71,73,80,85],unittest:[65,89,109],unk:[83,88],unknown:[4,18],unless:[18,92,99],unlik:[4,18,68],unnecessari:28,unordered_map:82,unpack:87,unrol:67,unseen:80,unseg:4,unsign:[36,49],unstack:87,unstack_from:87,unsupervis:53,unsupport:109,until:[31,36,42,43,50,59,82,123,125],untrack:107,unzip:134,updat:[2,4,6,18,20,28,31,35,36,41,47,49,53,67,68,69,70,71,72,82,87,107,113,114,132],update_equ:[25,99],update_hook:2,update_memori:29,update_op:69,updatecallback:108,updatestack:123,upgrad:[70,89,98],upload:[31,39,47,81],upon:31,upper:4,upstream:[89,107],uri:123,url:[9,10],usag:[3,4,5,11,25,49,56,59,72,76,121,122,125],use:[2,3,4,5,7,9,10,11,16,18,20,23,25,26,27,29,30,31,37,41,42,43,46,49,53,55,57,58,59,62,66,68,69,70,72,73,76,82,83,84,86,87,88,92,99,107,109,113,115,119,121,123,125],use_cpu:58,use_cudnn:[18,19,58],use_eigen_bla:134,use_eigen_for_bla:[134,135],use_etcd:25,use_global_stat:4,use_gpu:[92,99,100,121,124,125,129,130,132],use_mkl_pack:60,use_mkldnn:[4,58,61],use_nesterov:20,use_old_updat:[34,129,130],use_peephol:18,use_sparse_remote_updat:34,used:[3,4,5,6,7,9,10,11,16,18,22,25,26,27,29,30,31,37,38,41,44,46,49,50,53,55,59,67,68,71,72,73,76,77,78,80,82,84,85,86,87,113,115,123],useful:[4,5,27,49,59,76,82,86],usegpu:[108,119],user:[2,4,5,9,10,11,14,16,18,20,22,23,25,26,27,28,29,30,33,35,38,39,40,41,42,43,44,45,46,48,52,53,54,55,57,58,62,66,68,69,70,71,73,76,77,78,79,80,82,84,85,86,87,113,123,138],user_id:125,user_info:10,user_nam:33,usercert:33,userinfo:10,userkei:33,usernam:[33,107,134],uses:[4,31,38,40,41,49,59,66,67,68,72,73,85,86,123],using:[2,4,5,9,18,25,26,28,29,30,31,35,36,38,39,41,46,48,49,50,52,53,55,57,59,67,69,71,74,76,77,79,80,82,84,85,100,109,123],usr:[89,95,96,121,123,125,130],usual:[4,18,25,28,39,59,66,73,74,80,85,113,115,123],util:[41,60,61,70,115,120,125,138],uuid:[32,38],v7a:134,v8a:134,val:28,valgrind:114,valid:[4,11,18,77,78,82,123],valu:[2,3,4,7,9,10,11,16,18,19,22,25,27,28,29,31,40,44,45,55,56,59,61,63,67,68,69,71,72,74,78,82,83,84,87,88,92,108,119,123,125,132,134],value1:130,value2:130,value_:83,value_evalu:3,value_rang:9,valueerror:[18,55,92],values_:87,vanilla:105,var_nam:[28,86],var_recurs:44,varabl:43,vardesc:[29,54,74,76,78,83],vardescbuild:29,vari:123,variabl:[6,9,10,14,16,17,18,19,20,26,27,29,40,41,43,44,45,46,51,53,54,55,56,57,66,67,68,69,71,74,75,79,80,83,84,86,87,113,116,123,124],variablenamemap:109,varialbl:53,varianc:4,variant:[4,57,66,85,87],varibal:28,varibl:55,varienc:87,varient:87,variou:[29,49,59,80],varproto:84,vars_:[29,82],vartyp:[18,83,88],vartypeinfer:57,vec1:4,vec2:4,vec:94,veclib:135,vecter:18,vector:[4,5,9,10,18,26,29,34,36,55,56,62,67,68,73,76,78,79,83,87,117,119],veloc:20,vendor:30,verb:10,verbos:48,veri:[4,7,30,35,40,43,46,50,52,53,59,62,68,72,77,80,82,85,87,113],verifi:29,version:[4,5,28,30,39,41,44,48,51,53,55,56,63,68,81,92,99,107,113,115,121,123,129,130,135],versu:26,vertic:4,vgg:[5,19],via:[18,28,31,66,107,123,138],view:[4,63,66],vim:96,virtual:[44,57,58,79,85],virtualenv:106,visibl:[38,82],visit:[25,28],visual:[4,68],vlog:34,volum:[111,124,125],volumemount:[123,124,125],volumn:123,vutbr:10,w_f:18,wai:[3,5,18,26,28,36,38,46,50,58,59,68,71,76,77,80,87],wait:[31,36,42,125],wangkuiyi:30,want:[4,26,39,40,45,53,58,66,71,73,75,77,80,82,85,86,87,113],warn:[25,48,89,94,125],warp:4,warpctc:4,warranti:[92,99],wast:70,watch:31,wbia:123,web:113,weight:[3,4,5,6,16,18,19,23,60,63,80,108],weight_act:5,weightlist:108,weights_:108,weights_primitive_desc:62,weights_t:108,welcom:30,well:[18,28,39,41,50,52,53,80,83,123],were:[3,30,50],west:123,wget:[89,134],wgt:62,what:[2,4,30,50,53,68,76,84,86,107,113,138],wheel:98,when:[2,3,4,6,9,14,18,25,27,28,29,30,31,34,35,36,39,40,41,43,44,45,46,48,49,50,51,55,68,70,71,72,73,74,76,78,85,87,113,115,123,138],whenev:76,where:[4,5,6,16,18,19,26,28,29,31,38,40,41,50,51,54,66,67,68,71,74,78,80,85,87,113,116],wherea:[18,29,35,52,56,85,88],whether:[3,4,11,17,18,25,27,28,29,46,73,77,83,87,119],which:[2,3,4,5,9,10,11,18,19,25,26,27,28,29,30,31,33,35,36,38,39,40,41,42,44,46,49,50,51,52,53,55,57,59,62,63,66,67,68,69,70,72,74,75,76,77,78,79,82,83,84,86,87,88,99,113,114,123,138],while_grad:59,while_loop:[68,87],while_op:28,whileloop:87,whileop:29,whl:[95,98],who:[28,52,54,70,76],whoever:36,whole:[3,9,28,53,56,59,64,65,67,70,75,84,117,123,138],whose:[4,9,18,27,28,31,38,44,67,78,79,84,87],why:[5,27,65,115],wide:[30,44,53,122,126],width:[3,4,9,11,18,34,64,77,94,108,109,119],wiki:[4,30],wikipedia:[4,10],window:[4,7,10,71,106],wirt:55,wise:[4,11,18,43,78],with_avx:[95,107,121,134,135],with_bia:84,with_c_api:[95,117,134,135,136],with_doc:95,with_doubl:[95,108,121],with_dso:95,with_golang:[95,117,134],with_gpu:[95,106,107,117,121,134,135],with_mkl:[60,61,95,117,134],with_mkldnn:61,with_mklml:61,with_profil:115,with_python:[95,117,121,134,135],with_rdma:[121,134,135],with_style_check:[95,107],with_swig_pi:[95,117,134,135],with_test:[95,107,109],with_tim:[115,121],within:[4,35,41,50],without:[3,4,20,28,31,36,73,76,77,78,92,99,113],wloop:87,wmt14:105,wmt_shrinked_data:10,won:102,word2vec:[39,92,121,122],word:[3,4,10,28,43,54,57,59,67,68,78,84,87,92,102,104],word_dict:[102,121,126],word_dim:[94,102],word_id:92,word_idx:10,word_vector_dim:[4,68,105],words_freq_sort:10,work:[4,9,18,26,29,30,31,41,46,49,50,58,69,71,73,76,96,102,107,111,113,123,124,125,138],worker:[43,88,123],workercount:123,workflow:[78,123],workspac:[121,122],worth:116,would:[25,29,30,31,38,41,42,43,50,52,53,54,62,69,71,72,76,77,83,87,113,123,138],wouldn:[50,54],wrap:[50,52,53,70,138],wrapper:[5,30,52,70,71,79,87,115],write:[9,18,26,31,38,40,41,43,49,50,51,52,55,57,62,69,71,76,77,78,79,85,87,92,94,99,123],write_lock:32,write_to_arrai:59,writer:[26,76],written:[18,22,28,29,40,46,53,63,71,78,79,83,113],wrong:77,wrote:[43,55],wsize:123,www:[10,18,92,99],x64:136,x86:[134,135],x86_64:[134,135],x_first_step:18,x_last_step:18,x_neg:27,x_num_col_dim:18,x_po:27,x_reshap:18,x_t:18,x_t_data:18,xarg:[3,89,96,108,126],xavier:16,xavieriniti:18,xcode:135,xcodebuild:135,xgbe0:130,xgbe1:130,xiangyu:16,xmap_read:9,xpu:50,xrang:[27,50,53,73,77,99,100,108],xx_layer:58,xxx:[26,87],xxxx:32,xxxxxxxxx:123,xxxxxxxxxx:123,xxxxxxxxxxxxx:123,xxxxxxxxxxxxxxxxxxx:123,y_dim:53,y_neg:27,y_num_col_dim:18,y_po:27,y_predict:[18,99,100,116],yaml:[30,122,123,124,125,126,138],yancey1989:39,yann:10,yapf:107,year:50,yeild:25,yep:[73,113,114],yet:[50,138],yield:[9,26,33,77,92,99,102],yoshua:16,you:[2,4,5,9,19,25,27,39,41,49,82,92,99,113,123,138],your:[4,9,25,26,30,34,39,48,78,89,123,134,135,136,138],your_access_key_id:123,your_param_nam:94,your_repo:125,your_secrete_access_kei:123,your_source_root:65,yuang:50,yuyang18:[9,10],yuyang:[113,114],z_dim:53,z_size:53,zero:[2,4,5,6,9,10,14,27,28,31,53,68,72,76,83,123,130],zhang:16,zip:[10,76,125,134],zlib:117,zone:123,zxf:89,zxvf:123},titles:["API","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","IO","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Backward Building","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Design Doc: Concurrent Programming with Fluid","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","Design Doc: Parameter Server","Error Clip","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","PaddlePaddle Fluid: Towards a Compiled Programming Language","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The IfElse Operator","Design Doc: InferVarType","Problem","Memory Optimization","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Add MKLDNN Kernel in Fluid Operator","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class Parameters","Introduction","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Background","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7528Docker\u7f16\u8bd1\u548c\u6d4b\u8bd5PaddlePaddle","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","Profiling the Python Code","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","PaddlePaddle Fluid Source Code Overview","\u7f16\u8bd1 PaddlePaddle \u9884\u6d4b\u5e93","PaddlePaddle C-API","\u8f93\u5165/\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7","C-API \u4f7f\u7528\u6d41\u7a0b","\u5206\u5e03\u5f0f\u8bad\u7ec3","\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3","Distributed PaddlePaddle Training on AWS with Kubernetes","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","\u5728OpenMPI\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a","<no title>","<no title>","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","PaddlePaddle \u6587\u6863","Android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","iOS\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Raspberry Pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","MOBILE","Cluster bootstrapping tool survey"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":125,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":33,"\u4e0b\u8f7d\u6570\u636e":124,"\u4e0b\u8f7dmklml\u5e93\u5931\u8d25":89,"\u4e0d\u4f7f\u7528":64,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":64,"\u4e0d\u540c\u7684":93,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":64,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":64,"\u4e24\u79cd\u4f7f\u7528":93,"\u4e3a\u4ec0\u4e48\u8981":106,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":115,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":115,"\u4ec5\u4ec5\u4f7f\u7528void":64,"\u4ece\u5feb\u7167\u6062\u590d":32,"\u4ece\u6e90\u7801\u7f16\u8bd1":95,"\u4ee3\u7801\u8981\u6c42":107,"\u4f7f\u7528":[107,124],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":121,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":64,"\u4f7f\u7528\u6848\u4f8b":132,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":132,"\u4f7f\u7528\u6d41\u7a0b":120,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":125,"\u4f7f\u7528\u8bf4\u660e":112,"\u4f7f\u7528\u8f6c\u6362\u5e93":33,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":96,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":96,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":96,"\u4f7f\u7528docker\u6784\u5efa":111,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":122,"\u4f7f\u7528paddlepaddl":111,"\u4f7f\u7528pip\u5b89\u88c5":98,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":107,"\u4fee\u6539\u542f\u52a8\u811a\u672c":124,"\u4fee\u6539\u6587\u6863":111,"\u514b\u9686":107,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":65,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":65,"\u5185\u7f6e\u5b9a\u65f6\u5668":115,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":108,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":122,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[134,135],"\u51c6\u5907\u6570\u636e\u96c6":121,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":125,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":121,"\u51c6\u5907\u9884\u6d4b\u6a21\u578b":120,"\u51c6\u5907openmpi\u96c6\u7fa4":126,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":92,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":92,"\u51fa\u73b0":93,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":47,"\u5206\u5e03\u5f0f\u8bad\u7ec3":121,"\u5206\u652f\u89c4\u8303":81,"\u521b\u5efa\u672c\u5730\u5206\u652f":107,"\u521b\u5efa\u795e\u7ecf\u7f51\u7edc\u8f93\u5165":120,"\u521b\u5efajob":125,"\u521b\u5efapaddlepaddl":124,"\u521d\u59cb\u5316paddlepaddle\u8fd0\u884c\u73af\u5883":120,"\u5220\u9664\u672c\u5730\u5206\u652f":107,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":107,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":92,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":107,"\u5236\u4f5c\u955c\u50cf":125,"\u5236\u4f5cdocker\u955c\u50cf":124,"\u524d\u5411\u8ba1\u7b97":120,"\u524d\u5411operator\u5355\u6d4b":109,"\u52a0\u8f7d\u6a21\u578b":120,"\u52a0\u8f7dpaddlepaddl":99,"\u52a0\u901f\u6267\u884c":32,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":92,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":64,"\u52a8\u6001\u6269\u5bb9":32,"\u5355\u5143\u6d4b\u8bd5":130,"\u5355\u53cc\u5c42rnn":102,"\u539f\u56e0":64,"\u539f\u56e0\u5217\u8868":64,"\u53c2\u6570\u5185\u5b58":92,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":130,"\u53c2\u6570\u6982\u8ff0":129,"\u53c2\u6570\u8bbe\u7f6e":94,"\u53c2\u8003\u6587\u6863":47,"\u53c2\u8003\u8d44\u6599":115,"\u53cc\u5c42rnn":102,"\u53cc\u5c42rnn\u4ecb\u7ecd":104,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":104,"\u53cd\u5411operator\u5355\u6d4b":109,"\u53d1\u5e03docker\u955c\u50cf":81,"\u53d1\u5e03wheel\u5305\u5230pypi":81,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":106,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":98,"\u540d\u8bcd\u89e3\u91ca":47,"\u5411\u91cf":130,"\u542f\u52a8\u4efb\u52a1":125,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":121,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":121,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":121,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":[122,126],"\u5440":106,"\u548c":101,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":132,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":121,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":96,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":126,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":110,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":134,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":134,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":[99,119],"\u57fa\u672c\u539f\u7406":104,"\u57fa\u672c\u8981\u6c42":64,"\u5982\u4f55\u4e66\u5199\u6587\u6863":111,"\u5982\u4f55\u4f7f\u7528":93,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":94,"\u5982\u4f55\u5199\u65b0\u7684oper":109,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":92,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":94,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":94,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":92,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":94,"\u5982\u4f55\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u53c2\u6570\u7684\u6743\u91cd\u548c\u68af\u5ea6":92,"\u5982\u4f55\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u67d0\u4e00\u4e2alayer\u7684output":92,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":92,"\u5982\u4f55\u66f4\u65b0www":111,"\u5982\u4f55\u6784\u5efa\u6587\u6863":111,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":94,"\u5982\u4f55\u8c03\u7528":92,"\u5982\u4f55\u8d21\u732e":111,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":107,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":115,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":94,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":102,"\u5b50\u5e8f\u5217\u95f4\u6709memori":102,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":94,"\u5b89\u88c5":98,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":97,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":136,"\u5b89\u88c5\u6d41\u7a0b":97,"\u5b9a\u4e49operator\u7c7b":109,"\u5b9a\u4e49opkernel\u7c7b":109,"\u5b9a\u4e49protomaker\u7c7b":109,"\u5b9e\u73b0":64,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":109,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":108,"\u5b9e\u73b0\u65b9\u5f0f":65,"\u5b9e\u73b0\u8ba1\u7b97":110,"\u5b9e\u73b0c":[108,109],"\u5b9e\u73b0python\u5c01\u88c5":108,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":114,"\u5bfc\u51fac":64,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":132,"\u5de5\u5177":115,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":98,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":97,"\u5e76\u5b8c\u6210":107,"\u5efa\u7acb":107,"\u5f00\u53d1\u6807\u51c6":112,"\u5f00\u59cb\u5f00\u53d1":107,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":130,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":32,"\u5feb\u901f\u5b89\u88c5":100,"\u5feb\u901f\u5f00\u59cb":100,"\u6027\u80fd\u4f18\u5316":112,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":115,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":115,"\u6027\u80fd\u8c03\u4f18":130,"\u603b\u4f53\u6d41\u7a0b":106,"\u603b\u7ed3":119,"\u6216\u8005\u662f":89,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":95,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":89,"\u62a5importerror":89,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":64,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":92,"\u63a8\u5bfc\u65b9\u7a0b":108,"\u63a8\u6d4b\u6267\u884c":32,"\u63d0\u4ea4":107,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":107,"\u63d0\u4ea4\u955c\u50cf":124,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":99,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":101,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":33,"\u6570\u636e\u652f\u6301":130,"\u6574\u4f53\u65b9\u6848":125,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":47,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":33,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":33,"\u6587\u4ef6\u9884\u5904\u7406":33,"\u6587\u6863":133,"\u65b0\u624b\u5165\u95e8":100,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":90,"\u65f6\u95f4\u5e8f\u5217":102,"\u65f6\u95f4\u6b65":102,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":65,"\u672c\u5730\u6d4b\u8bd5":132,"\u672c\u5730\u8bad\u7ec3":132,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":92,"\u672f\u8bed":32,"\u6784\u5efa\u548c\u6d4b\u8bd5":107,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":134,"\u67b6\u6784\u56fe":47,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":114,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":124,"\u67e5\u770b\u8f93\u51fa":125,"\u6846\u67b6\u751f\u6210":47,"\u6848\u4f8b\u4e00":132,"\u6848\u4f8b\u4e8c":132,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":122,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":122,"\u6982\u5ff5\u7b80\u4ecb":109,"\u6982\u5ff5\u89e3\u91ca":33,"\u6982\u8ff0":[101,104,117,121],"\u6a21\u5757":47,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":32,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":65,"\u6a21\u578b\u914d\u7f6e":[93,102,112],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":102,"\u6ce8\u518coper":109,"\u6ce8\u610f\u4e8b\u9879":[109,120],"\u6d41\u7a0b\u4ecb\u7ecd":33,"\u6d4b\u8bd5":130,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":114,"\u6e05\u7406":120,"\u73af\u5883\u51c6\u5907":121,"\u751f\u6210\u5e8f\u5217":105,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":114,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":104,"\u751f\u6210sparse\u6587\u4ef6":47,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":47,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":106,"\u7684\u533a\u522b":93,"\u7684\u53c2\u6570":93,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":93,"\u76ee\u5f55\u7ed3\u6784":65,"\u76ee\u6807":47,"\u76f4\u63a5\u6784\u5efa":111,"\u76f8\u5173\u6982\u5ff5":104,"\u77e9\u9635":130,"\u793a\u4f8b1":102,"\u793a\u4f8b2":102,"\u793a\u4f8b3":102,"\u793a\u4f8b4":102,"\u793a\u4f8b\u7a0b\u5e8f":33,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":92,"\u7a00\u758f\u8bad\u7ec3":132,"\u7aef\u6570\u636e\u7c7b\u578b\u8bf4\u660e":119,"\u7b26\u53f7":64,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":105,"\u7c7b":[64,108,109],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":99,"\u7ec4\u7ec7\u5e8f\u5217\u4fe1\u606f":119,"\u7ec4\u7ec7\u8f93\u5165\u6570\u636e":[119,120],"\u7ec6\u8282\u63cf\u8ff0":130,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":122,"\u7ed1\u5b9apython":109,"\u7f16\u5199\u9884\u6d4b\u4ee3\u7801":120,"\u7f16\u5199yaml\u6587\u4ef6":124,"\u7f16\u8bd1":[109,117],"\u7f16\u8bd1\u4f9d\u8d56":95,"\u7f16\u8bd1\u548c\u5b89\u88c5":[134,135,136],"\u7f16\u8bd1\u548c\u6267\u884c":109,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":89,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":89,"\u7f16\u8bd1\u65b9\u6cd5":95,"\u7f16\u8bd1\u6d41\u7a0b":97,"\u7f16\u8bd1\u9009\u9879":[65,95],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":95,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":95,"\u7f16\u8bd1paddlepaddl":134,"\u7f29\u5bb9":32,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":64,"\u80cc\u666f":64,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":130,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":96,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":47,"\u8bad\u7ec3":130,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":92,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":33,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":33,"\u8bad\u7ec3\u6a21\u578b":99,"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":104,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":92,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":131,"\u8bcd\u6c47\u8868":102,"\u8be6\u7ec6\u6559\u7a0b":115,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":102,"\u8f6c\u6362\u5e93":33,"\u8f93\u5165":[104,119],"\u8f93\u5165\u4e0d\u7b49\u957f":102,"\u8f93\u5165\u793a\u4f8b":104,"\u8f93\u51fa":104,"\u8f93\u51fa\u6570\u636e":119,"\u8f93\u51fa\u6570\u636e\u7c7b\u578b":119,"\u8f93\u51fa\u6570\u636e\u7ec4\u7ec7":119,"\u8fd0\u884c\u5bb9\u5668":124,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":98,"\u8fd0\u884cdocker":89,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":64,"\u8fdb\u884c\u8bad\u7ec3":[33,124],"\u8fdb\u9636\u6307\u5357":112,"\u901a\u7528":130,"\u9047\u5230":89,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[134,135,136],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":105,"\u914d\u7f6e\u7f51\u7edc":99,"\u94a9\u5b50":107,"\u94fe\u63a5\u8bf4\u660e":117,"\u9519\u8bef\u600e\u4e48\u529e":93,"\u968f\u673a\u6570":130,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":90,"\u96c6\u7fa4\u8bad\u7ec3":132,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":90,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":106,"\u975e\u6cd5\u6307\u4ee4":89,"\u9884\u6d4b\u5e93":117,"abstract":[41,42,43,70,138],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":134,"api\u5bf9\u6bd4\u4ecb\u7ecd":102,"api\u5e93":134,"beam_search\u7684\u751f\u6210":102,"book\u4e2d\u6240\u6709\u7ae0\u8282":81,"book\u6559\u7a0b":96,"case":28,"class":[53,72,76],"cmake\u6e90\u7801\u7f16\u8bd1":89,"filemanager\u8bbe\u8ba1\u6587\u6863":47,"final":58,"float":92,"function":[30,52,53,76],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":132,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":115,"gpu\u955c\u50cf\u51fa\u73b0":89,"group\u6559\u7a0b":104,"import":89,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":135,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":125,"kubernetes\u5355\u673a\u8bad\u7ec3":124,"new":85,"org\u5de5\u5177":111,"paddle\u52a8\u6001\u5e93\u4e2d":64,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":64,"paddle\u7248\u672c\u53f7\u4e3a0":89,"paddlepaddle\u53d1\u884c\u89c4\u8303":81,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":81,"paddlepaddle\u662f\u5426\u652f\u6301\u7ef4\u6570\u53ef\u53d8\u7684\u6570\u636e\u8f93\u5165":93,"paddlepaddle\u73af\u5883\u4f9d\u8d56":98,"paddlepaddle\u7684softmax\u80fd\u5426\u6307\u5b9a\u8ba1\u7b97\u7684\u7ef4\u5ea6":93,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":95,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":136,"pod\u95f4\u901a\u4fe1":125,"python\u4e0ec":114,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":114,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":89,"return":[76,77],"rnn\u76f8\u5173\u6a21\u578b":103,"rnn\u914d\u7f6e":105,"switch":[62,85],"tensor\u4f7f\u7528\u6837\u4f8b":110,"tensor\u5230eigentensor\u7684\u8f6c\u6362":110,"tensor\u6a21\u5757":110,AWS:123,Abs:1,DNS:123,EFS:123,For:30,KMS:123,The:[29,36,40,46,50,53,54,56,57,66,69,72,78,79],Use:[29,74],Using:[30,36],With:39,about:53,abs:18,absolut:68,access:123,account:123,accuraci:18,action:[60,61],activ:[1,4,61],adadelta:6,adagrad:6,adagradoptim:20,adam:6,adamax:6,adamaxoptim:20,adamoptim:20,add:[59,62,123],address:123,addto:4,advanc:85,aggreg:4,aggregatelevel:4,alalysi:34,algorithm:[27,31,41,67,75],all:[82,87],analog:40,analysi:[41,59],anneal:94,api:[0,41,60,61,65,69,71,76,80,84,118,120],appendix:138,arbitrari:50,architectur:[41,73],argument:[48,77],arrai:27,array_length:18,array_read:18,array_to_lod_tensor:18,array_writ:18,asset:123,assign:18,associ:[82,123],assumpt:138,async:130,attent:105,attribut:[2,59,80],auc:3,auto:27,averag:71,avg:7,aws:123,backgraound:27,background:[43,60,85,86,87,88],backward:[28,50,54,78],base:[39,68],basepool:7,basic:[59,85,138],batch:77,batch_norm:[4,18],batch_siz:77,beam:68,beam_search:4,beam_search_decod:18,becaus:94,benchmark:[60,61],benefit:[43,78],between:[26,76,78,84,85],bidirectional_gru:5,bidirectional_lstm:5,big:94,bilinear_interp:4,binari:29,bla:95,block:[29,51,53,54,74,76,78],block_expand:4,blockdesc:74,bootstrap:138,bottleneck:113,brelu:[1,18],bring:138,bucket:123,build:[28,53,78],can:82,capi:65,capi_priv:65,cast:18,ceil:18,challeng:[28,43,75],chang:68,check:[4,27],checker:27,checkpoint:[31,32,38],choic:58,choos:[30,123],chunk:3,cifar:10,classif:3,classification_error:3,classification_error_print:3,client:36,clip:[4,44],clone:107,close:27,cloudform:123,cluster:[37,123,138],cmake:[30,60,61],code:[39,51,76,113,116],column_sum:3,commit:107,compar:138,comparis:76,compat:50,compil:[29,49,51,74,78,116],complet:50,compos:77,comput:[29,54,62,78,80],con:138,concat:[4,18],concept:[76,78,123],concern:61,conclus:[38,55,138],concurr:40,condit:53,configur:[24,123],conll05:10,connect:4,constantiniti:16,construct:54,content:[60,61,65,89,90,92,93,94,101,115,123],context_project:4,control:[59,78],contruct:59,conv2d:18,conv2d_transpos:18,conv:4,conv_oper:4,conv_project:4,conv_shift:4,convert:38,core:[27,76,123],corner:28,cos_sim:[4,18],cost:4,cpu:42,creat:[28,77,78,82,123],create_arrai:18,creation:[35,71,80],creator:77,credenti:123,crf:4,crf_decod:4,cross_channel_norm:4,cross_entropi:18,cross_entropy_cost:4,cross_entropy_with_selfnorm_cost:4,ctc:4,ctc_error:3,ctc_greedy_decod:18,cuda:[49,89,95],cudnn:95,cudnnavg:7,cudnnmax:7,current:[49,79],custom:77,data:[4,8,9,18,31,41,77,86,123],datafeed:[9,13],dataflow:59,dataprovid:130,dataset:[8,10,31,35],datatyp:[9,66],decayedadagrad:6,decayedadagradoptim:20,decod:68,decor:77,deep:[29,50],defin:123,definit:88,delet:123,demo:[53,123],dens:38,depend:53,deploi:39,describ:[50,69],descript:[48,78],design:[26,27,29,31,35,36,37,38,40,41,42,43,45,46,49,50,52,53,54,57,60,61,62,63,66,67,68,69,70,72,74,76,77,78,79,82,83,85,87],destroi:[82,123],detail:34,detect:[3,4],detection_map:3,detection_output:4,develop:78,devic:85,devicecontext:85,dictionari:77,differ:[78,85],directori:123,discrimin:53,discuss:[43,53],dispatch:[31,35],distribut:[26,31,34,39,41,43,123],dnn:61,doc:[26,29,31,35,36,37,38,40,41,42,43,46,49,50,52,54,57,60,61,62,63,66,70,72,74,76,77,78,79,83,85],docker:[39,106],doe:77,dot_prod:4,dot_product_attent:[5,19],dotmul_oper:4,dotmul_project:4,down:123,download:123,driver:89,drop_out:93,dropout:[4,18],duplic:93,dure:[68,77],dylib:65,dynam:[31,87],dynamic_lstm:18,dynet:55,ec2:123,edit_dist:18,eigen:110,elast:123,elect:38,elementwise_add:18,elementwise_div:18,elementwise_mul:18,elementwise_sub:18,els:29,elu:18,embed:[4,18],engin:53,enough:27,entri:77,environ:39,eos:4,error:44,evalu:[3,14,45],event:[25,26,73],evolut:50,examin:113,exampl:[26,30,40,56,65],except:92,execut:[29,42,50,74,78],executor:[15,46],exp:[1,18],expand:[4,101],expandlevel:4,explain:27,extern:123,factor:4,factorization_machin:4,faq:91,fault:31,file:[29,113,123],fill_const:18,fill_constant_batch_size_lik:18,find:123,first_seq:[4,101],float16:49,floor:18,flow:59,fluid:[12,40,50,51,62,70,116],fork:107,format:[29,31,63],forward:54,frame:29,framework:[27,110],from:[26,38,84],full_matrix_project:4,fulli:4,functor:85,futur:50,gan:53,gate:105,gated_unit:4,gener:[51,53,68,113,138],get_output:4,give:77,global:[74,76],glu:19,gpu:130,grad_op:28,gradient:[27,28,36,61,79],gradient_print:3,graident:27,graph:[54,55,59,78,80],group:[4,123],gru:[5,130],gru_group:5,gru_step:4,gru_unit:[5,18],grumemori:4,handler:[26,64],happen:38,hard_shrink:18,hard_sigmoid:18,hardwar:49,helper:76,hierarchi:29,high:[69,71,80,84],how:[27,34,71,77,78,85],hsigmoid:4,huber_classification_cost:4,huber_regression_cost:4,iam:123,ident:1,identifi:113,identity_project:4,ifels:56,ifelseop:29,illeg:89,imag:[4,5,11,39],imdb:10,img_cmrnorm:4,img_conv:4,img_conv_bn_pool:5,img_conv_group:[5,19],img_pool:4,imikolov:10,implement:[27,28,30,34,42,44,45,49,63,67,70,71,76,77,78,79,80],increment:18,infer:[25,92],infershap:[74,83],infervartyp:57,ingredi:26,ingress:47,initi:[16,36,53,123],insid:82,inspect:123,instal:[123,138],instanc:123,instead:77,instruct:89,insuffici:89,integr:[85,123],intel:[60,61],interact:84,interfac:[8,9,11,27,31,36,37,46,69,77,82],intermedi:78,interpol:4,introduc:[68,87],introduct:[73,80],is_paramet:17,isn:77,issu:[49,107],job:[31,39,123,124],join:4,kei:[60,66,123],kernel:[62,66,78],kmax_sequence_scor:4,kube:123,kubectl:123,kubernet:[39,123,124],l1decayregular:23,l2_distanc:4,l2_normal:18,l2decayregular:23,lambda_cost:4,languag:[29,51],larg:34,last_seq:[4,101],layer:[4,18,26,52,60,61,76,93],layout:66,leaky_relu:18,learn:[29,50,94],learnabl:4,less_than:18,leval:84,level:[69,71,80,84],libpaddle_capi_shar:65,libpaddle_capi_whol:65,librari:[36,49,66,78,85],limit:41,linear:1,linear_chain_crf:18,linear_comb:4,list:[32,77],live:59,local:[41,82,123],lod:68,lod_rank_t:18,lod_tensor_to_arrai:18,lodtensor:[67,68,87],lodtensordesc:88,log:[1,18],logic:35,logsigmoid:18,look:113,low:[71,80,84],lstm:[5,130],lstm_step:4,lstm_unit:18,lstmemori:4,lstmemory_group:5,lstmemory_unit:5,machin:[4,68],macro:78,main:53,make:59,manag:30,map:[77,78],master:[31,35,39,40],math:[4,85],mathemat:27,matmul:18,matrix:61,max:7,max_sequence_len:18,maxframe_print:3,maxid:4,maxid_print:3,maxout:4,mean:18,member:53,memori:[4,59,67,85,93,102,104],merge_lod_tensor:18,messag:[84,94],method:68,might:53,migrat:78,mileston:78,mini:77,minibatch:9,misc:4,mix:4,mkl:[60,61],mkldnn:62,mkldnn_helper:62,mkldnndevicecontext:62,mnist:10,mobil:137,model:[24,26,34,36,38,50,53,63,68,105],modul:[78,85,89],momentum:6,momentumoptim:20,more:53,motiv:[28,46,63,70,75],movielen:10,msrainiti:16,mul:18,multi:[42,51],multi_binary_label_cross_entropy_cost:4,multibox_loss:4,multipl:77,multiplex:4,mxnet:55,name:[82,89,93,123],nativ:51,nccl:70,nce:4,necess:76,necessari:78,need:77,nest:67,net:19,network:[5,78,105],neural:105,nlp:[5,130],norm:[4,80],normaliniti:16,note:27,numer:27,numpi:27,nvprof:115,nvvp:115,object:31,offset:68,ones:18,onli:[77,82],op_mak:78,oper:[52,56,59,62,66,71,74,76,78,79,83,87],opinfomap:78,opkernel:[78,85],opproto:84,ops:80,optim:[6,20,31,36,54,59,69,76],option:48,opwithkernel:78,order:48,org:111,origin:78,orthogon:82,other:61,out_prod:4,output:[4,123],overview:[38,44,46,60,61,78,82,116],pack:[60,68],packag:30,pad:4,paddl:[34,70,77,82,89,93,110],paddlejob:39,paddlepaddl:[26,29,50,51,60,61,71,74,80,81,89,111,116,117,118,123,133],pair:123,paradigm:50,parallel_nn:132,paramattr:21,paramet:[2,4,25,26,31,36,37,39,43,61,71,72,76,80,123],parameteraverageoptim:71,parent:82,part:54,partit:36,path:[38,48],penalti:80,perform:[71,113,130],persist:35,pfsclient:[47,48],pfsserver:47,place:[59,66,85],placement:41,platform:89,pnpair:3,point:[60,92,123],polici:59,pool2d:18,pool:[4,7,101],pose:[57,79],potenti:58,pow:18,power:4,pre:107,precision_recal:3,prefetch:77,prelu:4,prepar:123,principl:62,print:3,privat:123,pro:138,problem:[45,57,58,59,66,69,79,86],procedur:138,process:[31,36,39,69,78],profil:[22,113],program:[29,40,42,50,51,74,76],programdesc:[51,74],project:30,propos:[57,79,80],protobuf:83,protocol:94,provid:77,prune:75,pserver:38,pull:107,push:107,python:[27,39,41,60,61,67,69,71,76,77,80,84,88,113,119],qualiti:78,queue:[31,35],rank:3,rank_cost:4,raspberri:136,rate:94,reader:[8,9,26,77],realiz:78,reciproc:18,recoveri:31,recurr:[4,5,93,104,105],recurrent_group:4,reduce_max:18,reduce_mean:18,reduce_min:18,reduce_sum:18,ref:27,refactor:78,refer:[41,43,59,60,61],region:123,regist:[57,78,84],registr:[78,79],registri:78,regular:[23,36,80],reject:94,rel:68,relat:[78,87],relu6:18,relu:[1,18],remot:37,remoteexecutor:41,render:123,repeat:4,represent:[29,78],request:107,requir:[30,53],reshap:[4,18],resiz:4,retri:35,reus:76,rmsprop:6,rnn:[67,87,102,130],rnnop:[29,67,78],roi_pool:4,rotat:4,round:18,route53:123,row:83,row_conv:4,row_l2_norm:4,run:[46,116],runtim:39,sampl:4,sampling_id:4,save:38,scale:[4,18,31],scale_shift:4,scaling_project:4,scope:[29,67,78,82],search:68,secur:123,select:[36,83],selectedrow:83,selective_fc:4,sentiment:10,separ:78,seq_concat:4,seq_reshap:4,seq_slic:4,seqtext_print:3,sequenc:[68,105],sequence_conv:18,sequence_conv_pool:[5,19],sequence_expand:18,sequence_first_step:18,sequence_last_step:18,sequence_pool:18,sequence_reshap:18,sequence_softmax:18,sequencesoftmax:1,server:[31,35,36,39,43,123],servic:123,setup:123,sextant:138,sgd:130,sgdoptim:20,shape:68,share:[26,28,59,82],should:82,shrink_memori:18,shuffl:77,sigmoid:[1,18],sigmoid_cross_entropy_with_logit:18,simpl:68,simple_attent:5,simple_gru2:5,simple_gru:5,simple_img_conv_pool:[5,19],simple_lstm:5,singl:77,slice:4,slice_project:4,slope_intercept:4,small_vgg:5,smooth_l1_cost:4,soft_relu:18,softmax:1,softplu:18,softrelu:1,softshrink:18,softsign:[1,18],solut:[57,58,59,60,66,75,79,86],sourc:116,spars:[36,37,38,83],split:18,split_lod_tensor:18,spp:4,sqrt:18,squar:[1,18],square_error_cost:[4,18],squarerootn:7,stack:29,stanh:1,start:[26,123],statement:45,step2:120,step:[67,120],storag:80,store:31,strategi:59,sub_nested_seq:4,sub_seq:4,subcommond:48,submit:39,suffici:77,suitabl:30,sulut:62,sum:[3,7,18],sum_cost:4,sum_to_one_norm:4,summar:[26,40],summari:63,support:[49,70,85,87,89],survei:[49,55,80,138],swish:18,synopsi:48,system:[50,123],tabl:65,table_project:4,tanh:[1,18],tanh_shrink:18,task:[31,35],tear:123,tecton:138,templat:123,tensor:[4,78,85,110],tensorarrai:[68,87],tensordesc:88,tensorflow:55,test:[60,61,62],text_conv_pool:5,theori:27,thi:[82,89],think:53,three:87,thresholded_relu:18,time:116,timelin:38,todo:[32,33,42],togeth:82,toler:31,too:94,tool:[30,138],topic:85,topk:18,toward:51,train:[25,26,31,34,37,39,41,69,77,123],trainer:[25,31,36,38,39,123],tran:4,trans_full_matrix_project:4,transform:86,translat:68,transpil:[41,42,43,51,59,70],transpos:18,tune:130,ture:50,two:27,type:66,uci_h:10,uniform:87,uniforminiti:16,unit:[60,61,62],unpack:68,updat:[26,37,38,123],usag:[28,44,67,68,77],use:[34,77],user:31,util:3,valu:76,value_print:3,vardesc:88,variabl:[28,59,76,78,82,88],verifi:123,version:[40,49,89],vgg_16_network:5,volum:123,vpc:123,warp_ctc:4,weightdecayregular:23,what:[34,38],wheel:89,when:[38,82],whl:89,why:[49,50,71,77,78,87],wmt14:10,worker:40,xavieriniti:16,zero:18}}) \ No newline at end of file -- GitLab