Deploy to GitHub Pages: 362a14d7

develop/doc/_sources/api/index_en.rst.txt

 API
 ===
 
-Model Config API
-----------------
-
 ..  toctree::
     :maxdepth: 1
 
     v2/model_configs.rst
-
-Data API
---------
-
-..  toctree::
-    :maxdepth: 1
-
     v2/data.rst
-
-Train API
----------
-
-..	toctree::
-	:maxdepth: 1
-
-	v2/run_logic.rst
\ No newline at end of file
+    v2/run_logic.rst

develop/doc/_sources/api/v2/config/activation.rst.txt

+===========
+Activation
+===========
+
+Abs
+===
+
+..  automodule:: paddle.v2.activation
+    :members: Abs
+    :noindex:
+    
+Exp
+===
+
+..  automodule:: paddle.v2.activation
+    :members: Exp
+    :noindex:
+    
+Identity
+========
+
+..  automodule:: paddle.v2.activation
+    :members: Identity
+    :noindex:
+    
+Linear
+======
+
+..  automodule:: paddle.v2.activation
+    :members: Linear
+    :noindex:
+
+Log
+===
+
+..  automodule:: paddle.v2.activation
+    :members: Log
+    :noindex:
+    
+Square
+======
+
+..  automodule:: paddle.v2.activation
+    :members: Square
+    :noindex:
+    
+Sigmoid
+=======
+
+..  automodule:: paddle.v2.activation
+    :members: Sigmoid
+    :noindex:
+    
+Softmax
+=======
+
+..  automodule:: paddle.v2.activation
+    :members: Softmax
+    :noindex:
+    
+SequenceSoftmax
+===============
+
+..  automodule:: paddle.v2.activation
+    :members: SequenceSoftmax
+    :noindex:
+    
+Relu
+====
+
+..  automodule:: paddle.v2.activation
+    :members: Relu
+    :noindex:
+    
+BRelu
+=====
+
+..  automodule:: paddle.v2.activation
+    :members: BRelu
+    :noindex:
+    
+SoftRelu
+========
+
+..  automodule:: paddle.v2.activation
+    :members: SoftRelu
+    :noindex:
+    
+Tanh
+====
+
+..  automodule:: paddle.v2.activation
+    :members: Tanh
+    :noindex:
+    
+STanh
+=====
+
+..  automodule:: paddle.v2.activation
+    :members: STanh
+    :noindex:

develop/doc/_sources/api/v2/config/attr.rst.txt

+Parameter Attribute
+===================
+
+..  automodule:: paddle.v2.attr
+    :members:
+    :noindex:

develop/doc/_sources/api/v2/config/layer.rst.txt

+..  _api_v2.layer:
+
+======
+Layers
+======
+
+Data layer
+===========
+
+..  _api_v2.layer_data:
+
+data
+----
+..  automodule:: paddle.v2.layer
+    :members: data
+    :noindex:
+
+Fully Connected Layers
+======================
+
+..  _api_v2.layer_fc:
+
+fc
+--
+..  automodule:: paddle.v2.layer
+    :members: fc
+    :noindex:
+
+selective_fc
+------------
+..  automodule:: paddle.v2.layer
+    :members: selective_fc
+    :noindex:
+
+Conv Layers
+===========
+
+conv_operator
+-------------
+..  automodule:: paddle.v2.layer
+    :members: conv_operator
+    :noindex:
+
+conv_projection
+---------------
+..  automodule:: paddle.v2.layer
+    :members: conv_projection
+    :noindex:
+
+conv_shift
+----------
+..  automodule:: paddle.v2.layer
+    :members: conv_shift
+    :noindex:
+
+img_conv
+--------
+..  automodule:: paddle.v2.layer
+    :members: img_conv
+    :noindex:
+
+..  _api_v2.layer_context_projection:
+
+context_projection 
+------------------
+..  automodule:: paddle.v2.layer
+    :members: context_projection
+    :noindex:
+
+Image Pooling Layer
+===================
+
+img_pool
+--------
+..  automodule:: paddle.v2.layer
+    :members: img_pool
+    :noindex:   
+
+spp
+---
+..  automodule:: paddle.v2.layer
+    :members: spp
+    :noindex:
+
+maxout
+------
+..  automodule:: paddle.v2.layer
+    :members: maxout
+    :noindex:
+
+Norm Layer
+==========
+
+img_cmrnorm
+-----------
+..  automodule:: paddle.v2.layer
+    :members: img_cmrnorm
+    :noindex:
+
+batch_norm
+----------
+..  automodule:: paddle.v2.layer
+    :members: batch_norm
+    :noindex:
+
+sum_to_one_norm
+---------------
+..  automodule:: paddle.v2.layer
+    :members: sum_to_one_norm
+    :noindex:
+    
+Recurrent Layers
+================
+
+recurrent
+---------
+..  automodule:: paddle.v2.layer
+    :members: recurrent
+    :noindex:
+
+lstmemory
+---------
+..  automodule:: paddle.v2.layer
+    :members: lstmemory
+    :noindex:
+
+grumemory
+---------
+..  automodule:: paddle.v2.layer
+    :members: grumemory
+    :noindex:
+
+Recurrent Layer Group
+=====================
+
+memory
+------
+..  automodule:: paddle.v2.layer
+    :members: memory
+    :noindex:
+
+recurrent_group
+---------------
+..  automodule:: paddle.v2.layer
+    :members: recurrent_group
+    :noindex:
+    
+lstm_step
+---------
+..  automodule:: paddle.v2.layer
+    :members: lstm_step
+    :noindex:
+
+gru_step
+--------
+..  automodule:: paddle.v2.layer
+    :members: gru_step
+    :noindex:
+
+beam_search
+------------
+..  automodule:: paddle.v2.layer
+    :members: beam_search
+    :noindex:
+    
+get_output
+----------
+..  automodule:: paddle.v2.layer
+    :members: get_output
+    :noindex:
+    
+Mixed Layer
+===========
+
+..  _api_v2.layer_mixed:
+
+mixed
+-----
+..  automodule:: paddle.v2.layer
+    :members: mixed
+    :noindex:
+
+..  _api_v2.layer_embedding:
+
+embedding
+---------
+..  automodule:: paddle.v2.layer
+    :members: embedding
+    :noindex:
+
+scaling_projection
+------------------
+..  automodule:: paddle.v2.layer
+    :members: scaling_projection
+    :noindex:
+
+dotmul_projection
+-----------------
+..  automodule:: paddle.v2.layer
+    :members: dotmul_projection
+    :noindex:
+
+dotmul_operator
+---------------
+..  automodule:: paddle.v2.layer
+    :members: dotmul_operator
+    :noindex:
+
+full_matrix_projection
+----------------------
+..  automodule:: paddle.v2.layer
+    :members: full_matrix_projection
+    :noindex:
+
+identity_projection
+-------------------
+..  automodule:: paddle.v2.layer
+    :members: identity_projection
+    :noindex:
+
+
+table_projection
+----------------
+..  automodule:: paddle.v2.layer
+    :members: table_projection
+    :noindex:
+
+trans_full_matrix_projection
+----------------------------
+..  automodule:: paddle.v2.layer
+    :members: trans_full_matrix_projection
+    :noindex:
+    
+Aggregate Layers
+================
+
+..  _api_v2.layer_pooling:
+
+pooling
+-------
+..  automodule:: paddle.v2.layer
+    :members: pooling
+    :noindex:
+
+..  _api_v2.layer_last_seq:
+
+last_seq
+--------
+..  automodule:: paddle.v2.layer
+    :members: last_seq
+    :noindex:
+
+..  _api_v2.layer_first_seq:
+
+first_seq
+---------
+..  automodule:: paddle.v2.layer
+    :members: first_seq
+    :noindex:
+
+concat
+------
+..  automodule:: paddle.v2.layer
+    :members: concat
+    :noindex:
+
+seq_concat
+----------
+..  automodule:: paddle.v2.layer
+    :members: seq_concat
+    :noindex:
+
+Reshaping Layers
+================
+
+block_expand
+------------
+..  automodule:: paddle.v2.layer
+    :members: block_expand
+    :noindex:
+
+..  _api_v2.layer_expand:
+
+expand
+------
+..  automodule:: paddle.v2.layer
+    :members: expand
+    :noindex:
+
+repeat
+------
+..  automodule:: paddle.v2.layer
+    :members: repeat
+    :noindex:
+
+rotate
+------
+..  automodule:: paddle.v2.layer
+    :members: rotate
+    :noindex:
+
+seq_reshape
+-----------
+..  automodule:: paddle.v2.layer
+    :members: seq_reshape
+    :noindex:
+
+Math Layers
+===========
+
+addto
+-----
+..  automodule:: paddle.v2.layer
+    :members: addto
+    :noindex:
+
+linear_comb
+-----------
+..  automodule:: paddle.v2.layer
+    :members: linear_comb
+    :noindex:
+
+interpolation
+-------------
+..  automodule:: paddle.v2.layer
+    :members: interpolation
+    :noindex:
+
+bilinear_interp
+---------------
+..  automodule:: paddle.v2.layer
+    :members: bilinear_interp
+    :noindex:
+
+power
+-----
+..  automodule:: paddle.v2.layer
+    :members: power
+    :noindex:
+
+scaling
+-------
+..  automodule:: paddle.v2.layer
+    :members: scaling
+    :noindex:
+
+slope_intercept
+---------------
+..  automodule:: paddle.v2.layer
+    :members: slope_intercept
+    :noindex:
+
+tensor
+------
+..  automodule:: paddle.v2.layer
+    :members: tensor
+    :noindex:
+
+..  _api_v2.layer_cos_sim:
+
+cos_sim
+-------
+..  automodule:: paddle.v2.layer
+    :members: cos_sim
+    :noindex:
+
+trans
+-----
+..  automodule:: paddle.v2.layer
+    :members: trans
+    :noindex:
+
+Sampling Layers
+===============
+
+maxid
+-----
+..  automodule:: paddle.v2.layer
+    :members: maxid
+    :noindex:
+
+sampling_id
+-----------
+..  automodule:: paddle.v2.layer
+    :members: sampling_id
+    :noindex:
+
+Slicing and Joining Layers
+==========================
+
+pad
+----
+..  automodule:: paddle.v2.layer
+    :members: pad
+    :noindex:
+
+..  _api_v2.layer_costs:
+
+Cost Layers
+===========
+
+cross_entropy_cost
+------------------
+..  automodule:: paddle.v2.layer
+    :members: cross_entropy_cost
+    :noindex:
+
+cross_entropy_with_selfnorm_cost
+--------------------------------
+..  automodule:: paddle.v2.layer
+    :members: cross_entropy_with_selfnorm_cost
+    :noindex:
+
+multi_binary_label_cross_entropy_cost
+-------------------------------------
+..  automodule:: paddle.v2.layer
+    :members: multi_binary_label_cross_entropy_cost
+    :noindex:
+
+huber_cost
+----------
+..  automodule:: paddle.v2.layer
+    :members: huber_cost
+    :noindex:
+
+lambda_cost
+-----------
+..  automodule:: paddle.v2.layer
+    :members: lambda_cost
+    :noindex:
+
+rank_cost
+---------
+..  automodule:: paddle.v2.layer
+    :members: rank_cost
+    :noindex:
+
+sum_cost
+---------
+..  automodule:: paddle.v2.layer
+    :members: sum_cost
+    :noindex:
+
+crf
+---
+..  automodule:: paddle.v2.layer
+    :members: crf
+    :noindex:
+
+crf_decoding
+------------
+..  automodule:: paddle.v2.layer
+    :members: crf_decoding
+    :noindex:
+
+ctc
+---
+..  automodule:: paddle.v2.layer
+    :members: ctc
+    :noindex:
+
+warp_ctc
+--------
+..  automodule:: paddle.v2.layer
+    :members: warp_ctc
+    :noindex:
+
+nce
+---
+..  automodule:: paddle.v2.layer
+    :members: nce
+    :noindex:
+
+hsigmoid
+---------
+..  automodule:: paddle.v2.layer
+    :members: hsigmoid
+    :noindex:
+
+Check Layer 
+============
+
+eos
+---
+..  automodule:: paddle.v2.layer
+    :members: eos
+    :noindex:

develop/doc/_sources/api/v2/config/networks.rst.txt

+========
+Networks
+========
+
+The v2.networks module contains pieces of neural network that combine multiple layers.
+
+NLP
+===
+
+sequence_conv_pool
+------------------
+..  automodule:: paddle.v2.networks
+    :members: sequence_conv_pool
+    :noindex:
+
+..  _api_trainer_config_helpers_network_text_conv_pool:
+
+text_conv_pool
+--------------
+..  automodule:: paddle.v2.networks
+    :members: text_conv_pool
+    :noindex:
+
+Images
+======
+
+img_conv_bn_pool
+----------------
+..  automodule:: paddle.v2.networks
+    :members: img_conv_bn_pool
+    :noindex:
+
+img_conv_group
+--------------
+..  automodule:: paddle.v2.networks
+    :members: img_conv_group
+    :noindex:
+
+..  _api_trainer_config_helpers_network_simple_img_conv_pool:
+
+simple_img_conv_pool
+--------------------
+..  automodule:: paddle.v2.networks
+    :members: simple_img_conv_pool
+    :noindex:
+
+vgg_16_network
+---------------
+..  automodule:: paddle.v2.networks
+    :members: vgg_16_network
+    :noindex:
+
+Recurrent
+=========
+
+LSTM
+----
+
+lstmemory_unit
+``````````````
+..  automodule:: paddle.v2.networks
+    :members: lstmemory_unit
+    :noindex:
+
+lstmemory_group
+```````````````
+..  automodule:: paddle.v2.networks
+    :members: lstmemory_group
+    :noindex:
+
+simple_lstm
+```````````
+..  automodule:: paddle.v2.networks
+    :members: simple_lstm
+    :noindex:
+
+bidirectional_lstm
+``````````````````
+..  automodule:: paddle.v2.networks
+    :members: bidirectional_lstm
+    :noindex:
+
+GRU
+---
+
+gru_unit
+````````
+..  automodule:: paddle.v2.networks
+    :members: gru_unit
+    :noindex:
+
+gru_group
+`````````
+..  automodule:: paddle.v2.networks
+    :members: gru_group
+    :noindex:
+
+simple_gru
+``````````
+..  automodule:: paddle.v2.networks
+    :members: simple_gru
+    :noindex:
+
+simple_attention
+----------------
+..  automodule:: paddle.v2.networks
+    :members: simple_attention
+    :noindex:
+
+Miscs
+=====
+
+dropout_layer
+--------------
+..  automodule:: paddle.v2.networks
+    :members: dropout_layer
+    :noindex:

develop/doc/_sources/api/v2/config/optimizer.rst.txt

+..  _api_v2.optimizer:
+
+==========
+Optimizer
+==========
+
+Momentum
+========
+..  automodule:: paddle.v2.optimizer
+    :members: Momentum
+    :noindex:
+
+Adam
+====
+..  automodule:: paddle.v2.optimizer
+    :members: Adam
+    :noindex:
+
+Adamax
+======
+..  automodule:: paddle.v2.optimizer
+    :members: Adamax
+    :noindex:
+
+AdaGrad
+=======
+..  automodule:: paddle.v2.optimizer
+    :members: AdaGrad
+    :noindex:
+
+DecayedAdaGrad
+==============
+..  automodule:: paddle.v2.optimizer
+    :members: DecayedAdaGrad
+    :noindex:
+
+AdaDelta
+========
+..  automodule:: paddle.v2.optimizer
+    :members: AdaDelta
+    :noindex:
+
+RMSProp
+=======
+..  automodule:: paddle.v2.optimizer
+    :members: RMSProp
+    :noindex:

develop/doc/_sources/api/v2/config/pooling.rst.txt

+=======
+Pooling
+=======
+
+BasePool
+========
+..  automodule:: paddle.v2.pooling
+    :members: BasePool
+    :noindex:
+
+Avg
+===
+..  automodule:: paddle.v2.pooling
+    :members: Avg
+    :noindex:
+
+Max
+===
+..  automodule:: paddle.v2.pooling
+    :members: Max
+    :noindex:
+
+Sum
+===
+..  automodule:: paddle.v2.pooling
+    :members: Sum
+    :noindex:
+
+SquareRootN
+===========
+..  automodule:: paddle.v2.pooling
+    :members: SquareRootN
+    :noindex:
+
+CudnnAvg
+========
+..  automodule:: paddle.v2.pooling
+    :members: CudnnAvg
+    :noindex:
+
+CudnnMax
+========
+..  automodule:: paddle.v2.pooling
+    :members: CudnnMax
+    :noindex:
+

develop/doc/_sources/api/v2/data.rst.txt

-================
-Data Related API
-================
+========
+Datasets
+========
 
 
-#########
 DataTypes
-#########
+=========
 
 ..  automodule:: paddle.v2.data_type
     :members:
+    :noindex:
 
-##########
 DataFeeder
-##########
+==========
 
 ..  automodule:: paddle.v2.data_feeder
     :members:
+    :noindex:
 
-######
 Reader
-######
+======
 
 ..  automodule:: paddle.v2.reader
     :members:
+    :noindex:
 
 ..  automodule:: paddle.v2.reader.creator
     :members:
+    :noindex:
 
-#########
 minibatch
-#########
+=========
 
 ..  automodule:: paddle.v2.minibatch
     :members:
+    :noindex:
 
-#######
 Dataset
-#######
+=======
 
 ..  automodule:: paddle.v2.dataset
     :members:
-
+    :noindex:
 
 mnist
 +++++
 
 ..  automodule:: paddle.v2.dataset.mnist
     :members:
+    :noindex:
 
 
 cifar
@@ -54,40 +55,54 @@ cifar
 
 ..  automodule:: paddle.v2.dataset.cifar
     :members:
+    :noindex:
 
 conll05
 +++++++
 
 ..  automodule:: paddle.v2.dataset.conll05
     :members:
+    :noindex:
 
 imdb
 ++++
 
 ..  automodule:: paddle.v2.dataset.imdb
     :members:
+    :noindex:
 
 imikolov
 ++++++++
 
 ..  automodule:: paddle.v2.dataset.imikolov
     :members:
+    :noindex:
 
 movielens
 +++++++++
 
 ..  automodule:: paddle.v2.dataset.movielens
     :members:
+    :noindex:
 
 sentiment
 +++++++++
 
 ..  automodule:: paddle.v2.dataset.sentiment
     :members:
+    :noindex:
 
 uci_housing
 +++++++++++
 
 ..  automodule:: paddle.v2.dataset.uci_housing
     :members:
+    :noindex:
+
+wmt14
++++++
+
+..  automodule:: paddle.v2.dataset.uci_housing
+    :members:
+    :noindex:
 

develop/doc/_sources/api/v2/model_configs.rst.txt

-#########################
-Configuration Related API
-#########################
-
-======
-Layers
-======
-
-..  automodule:: paddle.v2.layer
-    :members:
-
-
-==========
-Attributes
-==========
-
-..	automodule:: paddle.v2.attr
-	:members:
-
-===========
-Activations
-===========
-
-..	automodule:: paddle.v2.activation
-	:members:
-
-========
-Poolings
-========
-
-..	automodule:: paddle.v2.pooling
-	:members:
-
-========
-Networks
-========
-
-..	automodule:: paddle.v2.networks
-	:members:
-
-==========
-Optimizers
-==========
-
-..	automodule:: paddle.v2.optimizer
-	:members:
+Model Configuration
+===================
+
+..  toctree::
+    :maxdepth: 1
+
+    config/activation.rst
+    config/layer.rst
+    config/optimizer.rst
+    config/pooling.rst
+    config/networks.rst
+    config/attr.rst

develop/doc/_sources/api/v2/run_logic.rst.txt

-###########
-Trainer API
-###########
+======================
+Training and Inference
+======================
 
-
-==========
 Parameters
 ==========
 
 ..  automodule:: paddle.v2.parameters
-    :members:
+    :noindex:
 
-
-=======
 Trainer
 =======
 
-..	automodule:: paddle.v2.trainer
-	:members:
+..  automodule:: paddle.v2.trainer
+    :noindex:
 
-
-=====
 Event
 =====
 
-..	automodule:: paddle.v2.event
-	:members:
+..  automodule:: paddle.v2.event
+    :noindex:
 
-
-=========
 Inference
 =========
 
-..	autofunction:: paddle.v2.infer
\ No newline at end of file
+..  autofunction:: paddle.v2.infer
+    :noindex:

develop/doc/about/index_en.html

@@ -33,7 +33,7 @@
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
     <link rel="top" title="PaddlePaddle  documentation" href="../index.html"/>
-        <link rel="prev" title="Trainer API" href="../api/v2/run_logic.html"/> 
+        <link rel="prev" title="Training and Inference" href="../api/v2/run_logic.html"/> 
 
   <link rel="stylesheet" href="https://cdn.jsdelivr.net/perfect-scrollbar/0.6.14/css/perfect-scrollbar.min.css" type="text/css" />
   <link rel="stylesheet" href="../_static/css/override.css" type="text/css" />
@@ -153,9 +153,17 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../api/index_en.html">API</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../api/v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../api/v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../api/v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../api/v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../api/v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../api/v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../api/v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../api/v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../api/v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../api/v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../api/v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../api/v2/run_logic.html">Training and Inference</a></li>
 </ul>
 </li>
 <li class="toctree-l1 current"><a class="current reference internal" href="#">ABOUT</a></li>
@@ -216,7 +224,7 @@ We hope to build an active open source community both by providing feedback and
     <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
       
       
-        <a href="../api/v2/run_logic.html" class="btn btn-neutral" title="Trainer API" accesskey="p"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="../api/v2/run_logic.html" class="btn btn-neutral" title="Training and Inference" accesskey="p"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
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develop/doc/api/index_en.html

@@ -33,7 +33,7 @@
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
     <link rel="top" title="PaddlePaddle  documentation" href="../index.html"/>
-        <link rel="next" title="Configuration Related API" href="v2/model_configs.html"/>
+        <link rel="next" title="Model Configuration" href="v2/model_configs.html"/>
         <link rel="prev" title="Tune GPU Performance" href="../howto/optimization/gpu_profiling_en.html"/> 
 
   <link rel="stylesheet" href="https://cdn.jsdelivr.net/perfect-scrollbar/0.6.14/css/perfect-scrollbar.min.css" type="text/css" />
@@ -154,9 +154,17 @@
 </ul>
 </li>
 <li class="toctree-l1 current"><a class="current reference internal" href="#">API</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="v2/run_logic.html">Training and Inference</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../about/index_en.html">ABOUT</a></li>
@@ -166,12 +174,7 @@
     </nav>
     
     <nav class="local-toc"><ul>
-<li><a class="reference internal" href="#">API</a><ul>
-<li><a class="reference internal" href="#model-config-api">Model Config API</a></li>
-<li><a class="reference internal" href="#data-api">Data API</a></li>
-<li><a class="reference internal" href="#train-api">Train API</a></li>
-</ul>
-</li>
+<li><a class="reference internal" href="#">API</a></li>
 </ul>
 </nav>
     
@@ -201,30 +204,13 @@
             
   <div class="section" id="api">
 <h1>API<a class="headerlink" href="#api" title="Permalink to this headline">¶</a></h1>
-<div class="section" id="model-config-api">
-<h2>Model Config API<a class="headerlink" href="#model-config-api" title="Permalink to this headline">¶</a></h2>
 <div class="toctree-wrapper compound">
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="v2/model_configs.html">Configuration Related API</a></li>
+<li class="toctree-l1"><a class="reference internal" href="v2/model_configs.html">Model Configuration</a></li>
+<li class="toctree-l1"><a class="reference internal" href="v2/data.html">Datasets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="v2/run_logic.html">Training and Inference</a></li>
 </ul>
 </div>
-</div>
-<div class="section" id="data-api">
-<h2>Data API<a class="headerlink" href="#data-api" title="Permalink to this headline">¶</a></h2>
-<div class="toctree-wrapper compound">
-<ul>
-<li class="toctree-l1"><a class="reference internal" href="v2/data.html">Data Related API</a></li>
-</ul>
-</div>
-</div>
-<div class="section" id="train-api">
-<h2>Train API<a class="headerlink" href="#train-api" title="Permalink to this headline">¶</a></h2>
-<div class="toctree-wrapper compound">
-<ul>
-<li class="toctree-l1"><a class="reference internal" href="v2/run_logic.html">Trainer API</a></li>
-</ul>
-</div>
-</div>
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@@ -234,7 +220,7 @@
   
     <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
       
-        <a href="v2/model_configs.html" class="btn btn-neutral float-right" title="Configuration Related API" accesskey="n">Next <span class="fa fa-arrow-circle-right"></span></a>
+        <a href="v2/model_configs.html" class="btn btn-neutral float-right" title="Model Configuration" accesskey="n">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
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develop/doc/api/v1/data_provider/dataprovider_en.html

@@ -152,9 +152,17 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../index_en.html">API</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Training and Inference</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../about/index_en.html">ABOUT</a></li>

develop/doc/api/v1/data_provider/pydataprovider2_en.html

@@ -152,9 +152,17 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../index_en.html">API</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Training and Inference</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../about/index_en.html">ABOUT</a></li>

develop/doc/api/v1/index_en.html

@@ -152,9 +152,17 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../index_en.html">API</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../v2/run_logic.html">Training and Inference</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../about/index_en.html">ABOUT</a></li>

develop/doc/api/v1/predict/swig_py_paddle_en.html

@@ -152,9 +152,17 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../index_en.html">API</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Training and Inference</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../about/index_en.html">ABOUT</a></li>

develop/doc/api/v1/trainer_config_helpers/activations.html

@@ -152,9 +152,17 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../index_en.html">API</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Training and Inference</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../about/index_en.html">ABOUT</a></li>

develop/doc/api/v1/trainer_config_helpers/attrs.html

@@ -152,9 +152,17 @@
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-<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Training and Inference</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../about/index_en.html">ABOUT</a></li>

develop/doc/api/v1/trainer_config_helpers/data_sources.html

@@ -152,9 +152,17 @@
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-<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Training and Inference</a></li>
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 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../about/index_en.html">ABOUT</a></li>

develop/doc/api/v1/trainer_config_helpers/evaluators.html

@@ -152,9 +152,17 @@
 </ul>
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-<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Training and Inference</a></li>
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 <li class="toctree-l1"><a class="reference internal" href="../../../about/index_en.html">ABOUT</a></li>

develop/doc/api/v1/trainer_config_helpers/networks.html

@@ -152,9 +152,17 @@
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-<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Training and Inference</a></li>
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@@ -264,9 +272,9 @@ None if user don&#8217;t care.</li>
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-<li><strong>fc_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; fc layer extra attribute.</li>
-<li><strong>context_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; context projection layer extra attribute.</li>
-<li><strong>pool_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; pooling layer extra attribute.</li>
+<li><strong>fc_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; fc layer extra attribute.</li>
+<li><strong>context_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; context projection layer extra attribute.</li>
+<li><strong>pool_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; pooling layer extra attribute.</li>
 </ul>
 </td>
 </tr>
@@ -312,9 +320,9 @@ None if user don&#8217;t care.</li>
 <li><strong>fc_act</strong> (<em>BaseActivation</em>) &#8211; fc layer activation type. None means tanh</li>
 <li><strong>pool_bias_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ParameterAttribute" title="paddle.trainer_config_helpers.attrs.ParameterAttribute"><em>ParameterAttribute</em></a><em> or </em><em>None.</em>) &#8211; pooling layer bias attr. None if don&#8217;t care.
 False if no bias.</li>
-<li><strong>fc_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; fc layer extra attribute.</li>
-<li><strong>context_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; context projection layer extra attribute.</li>
-<li><strong>pool_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; pooling layer extra attribute.</li>
+<li><strong>fc_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; fc layer extra attribute.</li>
+<li><strong>context_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; context projection layer extra attribute.</li>
+<li><strong>pool_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; pooling layer extra attribute.</li>
 </ul>
 </td>
 </tr>
@@ -363,7 +371,7 @@ False if no bias.</li>
 <li><strong>bn_layer_attr</strong> &#8211; ParameterAttribute.</li>
 <li><strong>pool_stride</strong> (<em>int</em>) &#8211; see img_pool_layer&#8217;s document.</li>
 <li><strong>pool_padding</strong> (<em>int</em>) &#8211; see img_pool_layer&#8217;s document.</li>
-<li><strong>pool_layer_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; see img_pool_layer&#8217;s document.</li>
+<li><strong>pool_layer_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; see img_pool_layer&#8217;s document.</li>
 </ul>
 </td>
 </tr>
@@ -438,10 +446,10 @@ False if no bias.</li>
 <li><strong>num_channel</strong> (<em>int</em>) &#8211; see img_conv_layer for details</li>
 <li><strong>param_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ParameterAttribute" title="paddle.trainer_config_helpers.attrs.ParameterAttribute"><em>ParameterAttribute</em></a>) &#8211; see img_conv_layer for details</li>
 <li><strong>shared_bias</strong> (<em>bool</em>) &#8211; see img_conv_layer for details</li>
-<li><strong>conv_layer_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; see img_conv_layer for details</li>
+<li><strong>conv_layer_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; see img_conv_layer for details</li>
 <li><strong>pool_stride</strong> (<em>int</em>) &#8211; see img_pool_layer for details</li>
 <li><strong>pool_padding</strong> (<em>int</em>) &#8211; see img_pool_layer for details</li>
-<li><strong>pool_layer_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; see img_pool_layer for details</li>
+<li><strong>pool_layer_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; see img_pool_layer for details</li>
 </ul>
 </td>
 </tr>
@@ -525,9 +533,9 @@ for more details about LSTM. The link goes as follows:
 False means no bias, None means default bias.</li>
 <li><strong>lstm_bias_attr</strong> (<em>ParameterAttribute|False</em>) &#8211; bias parameter attribute of lstm layer.
 False means no bias, None means default bias.</li>
-<li><strong>mixed_layer_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; mixed layer&#8217;s extra attribute.</li>
-<li><strong>lstm_layer_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; lstm layer&#8217;s extra attribute.</li>
-<li><strong>get_output_layer_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; get output layer&#8217;s extra attribute.</li>
+<li><strong>mixed_layer_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; mixed layer&#8217;s extra attribute.</li>
+<li><strong>lstm_layer_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; lstm layer&#8217;s extra attribute.</li>
+<li><strong>get_output_layer_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; get output layer&#8217;s extra attribute.</li>
 </ul>
 </td>
 </tr>
@@ -586,9 +594,9 @@ full_matrix_projection must be included before lstmemory_unit is called.</p>
 False means no bias, None means default bias.</li>
 <li><strong>lstm_bias_attr</strong> (<em>ParameterAttribute|False</em>) &#8211; bias parameter attribute of lstm layer.
 False means no bias, None means default bias.</li>
-<li><strong>mixed_layer_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; mixed layer&#8217;s extra attribute.</li>
-<li><strong>lstm_layer_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; lstm layer&#8217;s extra attribute.</li>
-<li><strong>get_output_layer_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; get output layer&#8217;s extra attribute.</li>
+<li><strong>mixed_layer_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; mixed layer&#8217;s extra attribute.</li>
+<li><strong>lstm_layer_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; lstm layer&#8217;s extra attribute.</li>
+<li><strong>get_output_layer_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; get output layer&#8217;s extra attribute.</li>
 </ul>
 </td>
 </tr>
@@ -631,8 +639,8 @@ means default bias.</li>
 <li><strong>act</strong> (<em>BaseActivation</em>) &#8211; lstm final activiation type</li>
 <li><strong>gate_act</strong> (<em>BaseActivation</em>) &#8211; lstm gate activiation type</li>
 <li><strong>state_act</strong> (<em>BaseActivation</em>) &#8211; lstm state activiation type.</li>
-<li><strong>mixed_layer_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; mixed layer&#8217;s extra attribute.</li>
-<li><strong>lstm_cell_attr</strong> (<a class="reference internal" href="../../v2/model_configs.html#paddle.v2.attr.ExtraLayerAttribute" title="paddle.v2.attr.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; lstm layer&#8217;s extra attribute.</li>
+<li><strong>mixed_layer_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; mixed layer&#8217;s extra attribute.</li>
+<li><strong>lstm_cell_attr</strong> (<a class="reference internal" href="attrs.html#paddle.trainer_config_helpers.attrs.ExtraLayerAttribute" title="paddle.trainer_config_helpers.attrs.ExtraLayerAttribute"><em>ExtraLayerAttribute</em></a>) &#8211; lstm layer&#8217;s extra attribute.</li>
 </ul>
 </td>
 </tr>

develop/doc/api/v1/trainer_config_helpers/optimizers.html

@@ -152,9 +152,17 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../index_en.html">API</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
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+<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Training and Inference</a></li>
 </ul>
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 <li class="toctree-l1"><a class="reference internal" href="../../../about/index_en.html">ABOUT</a></li>

develop/doc/api/v1/trainer_config_helpers/poolings.html

@@ -152,9 +152,17 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../index_en.html">API</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../v2/run_logic.html">Training and Inference</a></li>
 </ul>
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 <li class="toctree-l1"><a class="reference internal" href="../../../about/index_en.html">ABOUT</a></li>

develop/doc/api/v2/config/activation.html

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+<li class="toctree-l3"><a class="reference internal" href="attr.html">Parameter Attribute</a></li>
+</ul>
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+<li class="toctree-l1"><a class="reference internal" href="../../../about/index_en.html">ABOUT</a></li>
+</ul>
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+        
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+    
+    <nav class="local-toc"><ul>
+<li><a class="reference internal" href="#">Activation</a><ul>
+<li><a class="reference internal" href="#abs">Abs</a></li>
+<li><a class="reference internal" href="#exp">Exp</a></li>
+<li><a class="reference internal" href="#identity">Identity</a></li>
+<li><a class="reference internal" href="#linear">Linear</a></li>
+<li><a class="reference internal" href="#log">Log</a></li>
+<li><a class="reference internal" href="#square">Square</a></li>
+<li><a class="reference internal" href="#sigmoid">Sigmoid</a></li>
+<li><a class="reference internal" href="#softmax">Softmax</a></li>
+<li><a class="reference internal" href="#sequencesoftmax">SequenceSoftmax</a></li>
+<li><a class="reference internal" href="#relu">Relu</a></li>
+<li><a class="reference internal" href="#brelu">BRelu</a></li>
+<li><a class="reference internal" href="#softrelu">SoftRelu</a></li>
+<li><a class="reference internal" href="#tanh">Tanh</a></li>
+<li><a class="reference internal" href="#stanh">STanh</a></li>
+</ul>
+</li>
+</ul>
+</nav>
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+        <li><a href="../../index_en.html">API</a> > </li>
+      
+        <li><a href="../model_configs.html">Model Configuration</a> > </li>
+      
+    <li>Activation</li>
+  </ul>
+</div>
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+        <div class="rst-content">
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+            
+  <div class="section" id="activation">
+<h1>Activation<a class="headerlink" href="#activation" title="Permalink to this headline">¶</a></h1>
+<div class="section" id="abs">
+<h2>Abs<a class="headerlink" href="#abs" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">Abs</code></dt>
+<dd><p>Abs Activation.</p>
+<p>Forward:    <span class="math">\(f(z) = abs(z)\)</span></p>
+<p>Derivative:</p>
+<div class="math">
+\[\begin{split}1 &amp;\quad if \quad z &gt; 0 \\
+-1 &amp;\quad if \quad z &lt; 0 \\
+0 &amp;\quad if \quad z = 0\end{split}\]</div>
+</dd></dl>
+
+</div>
+<div class="section" id="exp">
+<h2>Exp<a class="headerlink" href="#exp" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">Exp</code></dt>
+<dd><p>Exponential Activation.</p>
+<div class="math">
+\[f(z) = e^z.\]</div>
+</dd></dl>
+
+</div>
+<div class="section" id="identity">
+<h2>Identity<a class="headerlink" href="#identity" title="Permalink to this headline">¶</a></h2>
+<dl class="attribute">
+<dt>
+<code class="descclassname">paddle.v2.activation.</code><code class="descname">Identity</code></dt>
+<dd><p>alias of <code class="xref py py-class docutils literal"><span class="pre">Linear</span></code></p>
+</dd></dl>
+
+</div>
+<div class="section" id="linear">
+<h2>Linear<a class="headerlink" href="#linear" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">Linear</code></dt>
+<dd><p>Identity Activation.</p>
+<p>Just do nothing for output both forward/backward.</p>
+</dd></dl>
+
+</div>
+<div class="section" id="log">
+<h2>Log<a class="headerlink" href="#log" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">Log</code></dt>
+<dd><p>Logarithm Activation.</p>
+<div class="math">
+\[f(z) = log(z)\]</div>
+</dd></dl>
+
+</div>
+<div class="section" id="square">
+<h2>Square<a class="headerlink" href="#square" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">Square</code></dt>
+<dd><p>Square Activation.</p>
+<div class="math">
+\[f(z) = z^2.\]</div>
+</dd></dl>
+
+</div>
+<div class="section" id="sigmoid">
+<h2>Sigmoid<a class="headerlink" href="#sigmoid" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">Sigmoid</code></dt>
+<dd><p>Sigmoid activation.</p>
+<div class="math">
+\[f(z) = \frac{1}{1+exp(-z)}\]</div>
+</dd></dl>
+
+</div>
+<div class="section" id="softmax">
+<h2>Softmax<a class="headerlink" href="#softmax" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">Softmax</code></dt>
+<dd><p>Softmax activation for simple input</p>
+<div class="math">
+\[P(y=j|x) = \frac{e^{x_j}} {\sum^K_{k=1} e^{x_j} }\]</div>
+</dd></dl>
+
+</div>
+<div class="section" id="sequencesoftmax">
+<h2>SequenceSoftmax<a class="headerlink" href="#sequencesoftmax" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">SequenceSoftmax</code></dt>
+<dd><p>Softmax activation for one sequence. The dimension of input feature must be
+1 and a sequence.</p>
+<div class="code python highlight-default"><div class="highlight"><pre><span></span><span class="n">result</span> <span class="o">=</span> <span class="n">softmax</span><span class="p">(</span><span class="k">for</span> <span class="n">each_feature_vector</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="ow">in</span> <span class="n">input_feature</span><span class="p">)</span>
+<span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">each_time_step_output</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">output</span><span class="p">):</span>
+    <span class="n">each_time_step_output</span> <span class="o">=</span> <span class="n">result</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
+</pre></div>
+</div>
+</dd></dl>
+
+</div>
+<div class="section" id="relu">
+<h2>Relu<a class="headerlink" href="#relu" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">Relu</code></dt>
+<dd><p>Relu activation.</p>
+<p>forward. <span class="math">\(y = max(0, z)\)</span></p>
+<p>derivative:</p>
+<div class="math">
+\[\begin{split}1  &amp;\quad if z &gt; 0 \\
+0  &amp;\quad\mathrm{otherwize}\end{split}\]</div>
+</dd></dl>
+
+</div>
+<div class="section" id="brelu">
+<h2>BRelu<a class="headerlink" href="#brelu" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">BRelu</code></dt>
+<dd><p>BRelu Activation.</p>
+<p>forward.  <span class="math">\(y = min(24, max(0, z))\)</span></p>
+<p>derivative:</p>
+<div class="math">
+\[\begin{split}1  &amp;\quad if 0 &lt; z &lt; 24 \\
+0  &amp;\quad \mathrm{otherwise}\end{split}\]</div>
+</dd></dl>
+
+</div>
+<div class="section" id="softrelu">
+<h2>SoftRelu<a class="headerlink" href="#softrelu" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">SoftRelu</code></dt>
+<dd><p>SoftRelu Activation.</p>
+</dd></dl>
+
+</div>
+<div class="section" id="tanh">
+<h2>Tanh<a class="headerlink" href="#tanh" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">Tanh</code></dt>
+<dd><p>Tanh activation.</p>
+<div class="math">
+\[f(z)=tanh(z)=\frac{e^z-e^{-z}}{e^z+e^{-z}}\]</div>
+</dd></dl>
+
+</div>
+<div class="section" id="stanh">
+<h2>STanh<a class="headerlink" href="#stanh" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.activation.</code><code class="descname">STanh</code></dt>
+<dd><p>Scaled Tanh Activation.</p>
+<div class="math">
+\[f(z) = 1.7159 * tanh(2/3*z)\]</div>
+</dd></dl>
+
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+    <li>Parameter Attribute</li>
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+  <div class="section" id="parameter-attribute">
+<h1>Parameter Attribute<a class="headerlink" href="#parameter-attribute" title="Permalink to this headline">¶</a></h1>
+<dl class="attribute">
+<dt>
+<code class="descclassname">paddle.v2.attr.</code><code class="descname">Param</code></dt>
+<dd><p>alias of <code class="xref py py-class docutils literal"><span class="pre">ParameterAttribute</span></code></p>
+</dd></dl>
+
+<dl class="attribute">
+<dt>
+<code class="descclassname">paddle.v2.attr.</code><code class="descname">Extra</code></dt>
+<dd><p>alias of <code class="xref py py-class docutils literal"><span class="pre">ExtraLayerAttribute</span></code></p>
+</dd></dl>
+
+<dl class="attribute">
+<dt>
+<code class="descclassname">paddle.v2.attr.</code><code class="descname">ParamAttr</code></dt>
+<dd><p>alias of <code class="xref py py-class docutils literal"><span class="pre">ParameterAttribute</span></code></p>
+</dd></dl>
+
+<dl class="attribute">
+<dt>
+<code class="descclassname">paddle.v2.attr.</code><code class="descname">ExtraAttr</code></dt>
+<dd><p>alias of <code class="xref py py-class docutils literal"><span class="pre">ExtraLayerAttribute</span></code></p>
+</dd></dl>
+
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.attr.</code><code class="descname">ParameterAttribute</code><span class="sig-paren">(</span><em>name=None</em>, <em>is_static=False</em>, <em>initial_std=None</em>, <em>initial_mean=None</em>, <em>initial_max=None</em>, <em>initial_min=None</em>, <em>l1_rate=None</em>, <em>l2_rate=None</em>, <em>learning_rate=None</em>, <em>momentum=None</em>, <em>gradient_clipping_threshold=None</em>, <em>sparse_update=False</em><span class="sig-paren">)</span></dt>
+<dd><p>Parameter Attributes object. To fine-tuning network training process, user
+can set attribute to control training details, such as l1,l2 rate / learning
+rate / how to init param.</p>
+<p>NOTE: IT IS A HIGH LEVEL USER INTERFACE.</p>
+<table class="docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
+<li><strong>is_static</strong> (<em>bool</em>) &#8211; True if this parameter will be fixed while training.</li>
+<li><strong>initial_std</strong> (<em>float</em><em> or </em><em>None</em>) &#8211; Gauss Random initialization standard deviation.
+None if not using Gauss Random initialize parameter.</li>
+<li><strong>initial_mean</strong> (<em>float</em><em> or </em><em>None</em>) &#8211; Gauss Random initialization mean.
+None if not using Gauss Random initialize parameter.</li>
+<li><strong>initial_max</strong> (<em>float</em><em> or </em><em>None</em>) &#8211; Uniform initialization max value.</li>
+<li><strong>initial_min</strong> (<em>float</em><em> or </em><em>None</em>) &#8211; Uniform initialization min value.</li>
+<li><strong>l1_rate</strong> (<em>float</em><em> or </em><em>None</em>) &#8211; the l1 regularization factor</li>
+<li><strong>l2_rate</strong> (<em>float</em><em> or </em><em>None</em>) &#8211; the l2 regularization factor</li>
+<li><strong>learning_rate</strong> (<em>float</em><em> or </em><em>None</em>) &#8211; The parameter learning rate. None means 1.
+The learning rate when optimize is LEARNING_RATE =
+GLOBAL_LEARNING_RATE * PARAMETER_LEARNING_RATE
+* SCHEDULER_FACTOR.</li>
+<li><strong>momentum</strong> (<em>float</em><em> or </em><em>None</em>) &#8211; The parameter momentum. None means use global value.</li>
+<li><strong>gradient_clipping_threshold</strong> (<em>float</em>) &#8211; gradient clipping threshold. If gradient
+value larger than some value, will be
+clipped.</li>
+<li><strong>sparse_update</strong> (<em>bool</em>) &#8211; Enable sparse update for this parameter. It will
+enable both local and remote sparse update.</li>
+</ul>
+</td>
+</tr>
+</tbody>
+</table>
+<dl class="method">
+<dt>
+<code class="descname">set_default_parameter_name</code><span class="sig-paren">(</span><em>name</em><span class="sig-paren">)</span></dt>
+<dd><p>Set default parameter name. If parameter not set, then will use default
+parameter name.</p>
+<table class="docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>name</strong> (<em>basestring</em>) &#8211; default parameter name.</td>
+</tr>
+</tbody>
+</table>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.attr.</code><code class="descname">ExtraLayerAttribute</code><span class="sig-paren">(</span><em>error_clipping_threshold=None</em>, <em>drop_rate=None</em>, <em>device=None</em><span class="sig-paren">)</span></dt>
+<dd><p>Some high level layer attributes config. You can set all attributes here,
+but some layer doesn&#8217;t support all attributes. If you set an attribute to a
+layer that not support this attribute, paddle will print an error and core.</p>
+<table class="docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
+<li><strong>error_clipping_threshold</strong> (<em>float</em>) &#8211; Error clipping threshold.</li>
+<li><strong>drop_rate</strong> (<em>float</em>) &#8211; Dropout rate. Dropout will create a mask on layer output.
+The dropout rate is the zero rate of this mask. The
+details of what dropout is please refer to <a class="reference external" href="https://www.cs.toronto.edu/~hinton/absps/JMLRdropout.pdf">here</a>.</li>
+<li><strong>device</strong> (<em>int</em>) &#8211; <p>device ID of layer. device=-1, use CPU. device&gt;0, use GPU.
+The details allocation in parallel_nn please refer to <a class="reference external" href="http://www.paddlepaddle.org/doc/ui/cmd_argument/use_case.html#case-2-specify-layers-in-different-devices">here</a>.</p>
+</li>
+</ul>
+</td>
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+            
+  <div class="section" id="optimizer">
+<span id="api-v2-optimizer"></span><h1>Optimizer<a class="headerlink" href="#optimizer" title="Permalink to this headline">¶</a></h1>
+<div class="section" id="momentum">
+<h2>Momentum<a class="headerlink" href="#momentum" title="Permalink to this headline">¶</a></h2>
+</div>
+<div class="section" id="adam">
+<h2>Adam<a class="headerlink" href="#adam" title="Permalink to this headline">¶</a></h2>
+</div>
+<div class="section" id="adamax">
+<h2>Adamax<a class="headerlink" href="#adamax" title="Permalink to this headline">¶</a></h2>
+</div>
+<div class="section" id="adagrad">
+<h2>AdaGrad<a class="headerlink" href="#adagrad" title="Permalink to this headline">¶</a></h2>
+</div>
+<div class="section" id="decayedadagrad">
+<h2>DecayedAdaGrad<a class="headerlink" href="#decayedadagrad" title="Permalink to this headline">¶</a></h2>
+</div>
+<div class="section" id="adadelta">
+<h2>AdaDelta<a class="headerlink" href="#adadelta" title="Permalink to this headline">¶</a></h2>
+</div>
+<div class="section" id="rmsprop">
+<h2>RMSProp<a class="headerlink" href="#rmsprop" title="Permalink to this headline">¶</a></h2>
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+    
+    <nav class="local-toc"><ul>
+<li><a class="reference internal" href="#">Pooling</a><ul>
+<li><a class="reference internal" href="#basepool">BasePool</a></li>
+<li><a class="reference internal" href="#avg">Avg</a></li>
+<li><a class="reference internal" href="#max">Max</a></li>
+<li><a class="reference internal" href="#sum">Sum</a></li>
+<li><a class="reference internal" href="#squarerootn">SquareRootN</a></li>
+<li><a class="reference internal" href="#cudnnavg">CudnnAvg</a></li>
+<li><a class="reference internal" href="#cudnnmax">CudnnMax</a></li>
+</ul>
+</li>
+</ul>
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+      
+        <li><a href="../../index_en.html">API</a> > </li>
+      
+        <li><a href="../model_configs.html">Model Configuration</a> > </li>
+      
+    <li>Pooling</li>
+  </ul>
+</div>
+      
+      <div class="wy-nav-content" id="doc-content">
+        <div class="rst-content">
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+            
+  <div class="section" id="pooling">
+<h1>Pooling<a class="headerlink" href="#pooling" title="Permalink to this headline">¶</a></h1>
+<div class="section" id="basepool">
+<h2>BasePool<a class="headerlink" href="#basepool" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.pooling.</code><code class="descname">BasePool</code><span class="sig-paren">(</span><em>name</em><span class="sig-paren">)</span></dt>
+<dd><p>Base Pooling Type.
+Note these pooling types are used for sequence input, not for images.
+Each PoolingType contains one parameter:</p>
+<table class="docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>name</strong> (<em>basestring</em>) &#8211; pooling layer type name used by paddle.</td>
+</tr>
+</tbody>
+</table>
+</dd></dl>
+
+</div>
+<div class="section" id="avg">
+<h2>Avg<a class="headerlink" href="#avg" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.pooling.</code><code class="descname">Avg</code><span class="sig-paren">(</span><em>strategy='average'</em><span class="sig-paren">)</span></dt>
+<dd><p>Average pooling.</p>
+<p>Return the average values for each dimension in sequence or time steps.</p>
+<div class="math">
+\[sum(samples\_of\_a\_sequence)/sample\_num\]</div>
+</dd></dl>
+
+</div>
+<div class="section" id="max">
+<h2>Max<a class="headerlink" href="#max" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.pooling.</code><code class="descname">Max</code><span class="sig-paren">(</span><em>output_max_index=None</em><span class="sig-paren">)</span></dt>
+<dd><p>Max pooling.</p>
+<p>Return the very large values for each dimension in sequence or time steps.</p>
+<div class="math">
+\[max(samples\_of\_a\_sequence)\]</div>
+<table class="docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>output_max_index</strong> (<em>bool|None</em>) &#8211; True if output sequence max index instead of max
+value. None means use default value in proto.</td>
+</tr>
+</tbody>
+</table>
+</dd></dl>
+
+</div>
+<div class="section" id="sum">
+<h2>Sum<a class="headerlink" href="#sum" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.pooling.</code><code class="descname">Sum</code></dt>
+<dd><p>Sum pooling.</p>
+<p>Return the sum values of each dimension in sequence or time steps.</p>
+<div class="math">
+\[sum(samples\_of\_a\_sequence)\]</div>
+</dd></dl>
+
+</div>
+<div class="section" id="squarerootn">
+<h2>SquareRootN<a class="headerlink" href="#squarerootn" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.pooling.</code><code class="descname">SquareRootN</code></dt>
+<dd><p>Square Root Pooling.</p>
+<p>Return the square root values of each dimension in sequence or time steps.</p>
+<div class="math">
+\[sum(samples\_of\_a\_sequence)/sqrt(sample\_num)\]</div>
+</dd></dl>
+
+</div>
+<div class="section" id="cudnnavg">
+<h2>CudnnAvg<a class="headerlink" href="#cudnnavg" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.pooling.</code><code class="descname">CudnnAvg</code></dt>
+<dd><p>Cudnn average pooling only support GPU. Return the average value in the
+pooling window.</p>
+</dd></dl>
+
+</div>
+<div class="section" id="cudnnmax">
+<h2>CudnnMax<a class="headerlink" href="#cudnnmax" title="Permalink to this headline">¶</a></h2>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.pooling.</code><code class="descname">CudnnMax</code></dt>
+<dd><p>Cudnn max pooling only support GPU. Return the maxinum value in the
+pooling window.</p>
+</dd></dl>
+
+</div>
+</div>
+
+
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develop/doc/design/api.html

@@ -152,9 +152,17 @@
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-<li class="toctree-l2"><a class="reference internal" href="../api/v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../api/v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../api/v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../api/v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../api/v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../api/v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../api/v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../api/v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../api/v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../api/v2/run_logic.html">Training and Inference</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../about/index_en.html">ABOUT</a></li>

develop/doc/design/reader/README.html

@@ -152,9 +152,17 @@
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../api/index_en.html">API</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../../api/v2/model_configs.html">Configuration Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../api/v2/data.html">Data Related API</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../api/v2/run_logic.html">Trainer API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../api/v2/model_configs.html">Model Configuration</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../api/v2/config/activation.html">Activation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../api/v2/config/layer.html">Layers</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../api/v2/config/optimizer.html">Optimizer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../api/v2/config/pooling.html">Pooling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../api/v2/config/networks.html">Networks</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../api/v2/config/attr.html">Parameter Attribute</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../api/v2/data.html">Datasets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../api/v2/run_logic.html">Training and Inference</a></li>
 </ul>
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 <li class="toctree-l1"><a class="reference internal" href="../../about/index_en.html">ABOUT</a></li>

develop/doc/getstarted/basic_usage/index_en.html

@@ -155,9 +155,17 @@
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 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../api/index_en.html">API</a><ul>
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