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develop/doc/api/v2/config/layer.html
浏览文件 @ d06867fa
...@@ -283,9 +283,10 @@ If is None, acts exactly like fc.</li> ...@@ -283,9 +283,10 @@ If is None, acts exactly like fc.</li>
<li><strong>size</strong> (<em>int</em>) &#8211; The layer dimension.</li> <li><strong>size</strong> (<em>int</em>) &#8211; The layer dimension.</li>
<li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Tanh is the default.</li> <li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Tanh is the default.</li>
<li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The Parameter Attribute.</li> <li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The Parameter Attribute.</li>
<li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The bias attribute. If the parameter is set to False or an object <li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The parameter attribute for bias. If this parameter is set to
whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. If the False or an object whose type is not paddle.v2.attr.ParameterAttribute,
parameter is set to True, the bias is initialized to zero.</li> no bias is defined. If this parameter is set to True,
the bias is initialized to zero.</li>
<li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra Layer config.</li> <li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra Layer config.</li>
</ul> </ul>
</td> </td>
...@@ -1084,9 +1085,10 @@ out_{i} = act(in_{i} + out_{i+1} * W) \ \ \text{for} \ start &lt;= i &lt; end\en ...@@ -1084,9 +1085,10 @@ out_{i} = act(in_{i} + out_{i+1} * W) \ \ \text{for} \ start &lt;= i &lt; end\en
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
<li><strong>input</strong> (<em>paddle.v2.config_base.Layer</em>) &#8211; The input of this layer.</li> <li><strong>input</strong> (<em>paddle.v2.config_base.Layer</em>) &#8211; The input of this layer.</li>
<li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Tanh is the default.</li> <li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Tanh is the default.</li>
<li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The bias attribute. If the parameter is set to False or an object <li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The parameter attribute for bias. If this parameter is set to
whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. If the False or an object whose type is not paddle.v2.attr.ParameterAttribute,
parameter is set to True, the bias is initialized to zero.</li> no bias is defined. If the parameter is set to True,
the bias is initialized to zero.</li>
<li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; parameter attribute.</li> <li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; parameter attribute.</li>
<li><strong>name</strong> (<em>basestring</em>) &#8211; The name of this layer. It is optional.</li> <li><strong>name</strong> (<em>basestring</em>) &#8211; The name of this layer. It is optional.</li>
<li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute</em>) &#8211; Layer Attribute.</li> <li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute</em>) &#8211; Layer Attribute.</li>
...@@ -1388,9 +1390,8 @@ output is <span class="math">\(o_t\)</span>, whose name is &#8216;state&#8217; a ...@@ -1388,9 +1390,8 @@ output is <span class="math">\(o_t\)</span>, whose name is &#8216;state&#8217; a
<li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Tanh is the default.</li> <li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Tanh is the default.</li>
<li><strong>gate_act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Gate Activation Type. paddle.v2.activation.Sigmoid is the default.</li> <li><strong>gate_act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Gate Activation Type. paddle.v2.activation.Sigmoid is the default.</li>
<li><strong>state_act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; State Activation Type. paddle.v2.activation.Tanh is the default.</li> <li><strong>state_act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; State Activation Type. paddle.v2.activation.Tanh is the default.</li>
<li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The bias attribute. If the parameter is set to False or an object <li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | True</em>) &#8211; The parameter attribute for bias. If this parameter is
whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. If the set to True or None, the bias is initialized to zero.</li>
parameter is set to True, the bias is initialized to zero.</li>
<li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute</em>) &#8211; layer&#8217;s extra attribute.</li> <li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute</em>) &#8211; layer&#8217;s extra attribute.</li>
</ul> </ul>
</td> </td>
...@@ -1422,9 +1423,10 @@ parameter is set to True, the bias is initialized to zero.</li> ...@@ -1422,9 +1423,10 @@ parameter is set to True, the bias is initialized to zero.</li>
<li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; </li> <li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; </li>
<li><strong>name</strong> &#8211; The name of this layer. It is optional.</li> <li><strong>name</strong> &#8211; The name of this layer. It is optional.</li>
<li><strong>gate_act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type of this layer&#8217;s two gates. Default is Sigmoid.</li> <li><strong>gate_act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type of this layer&#8217;s two gates. Default is Sigmoid.</li>
<li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The bias attribute. If the parameter is set to False or an object <li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The parameter attribute for bias. If this parameter is set to
whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. If the False or an object whose type is not paddle.v2.attr.ParameterAttribute, no bias
parameter is set to True, the bias is initialized to zero.</li> is defined. If this parameter is set to True,
the bias is initialized to zero.</li>
<li><strong>param_attr</strong> &#8211; the parameter_attribute for transforming the output_mem <li><strong>param_attr</strong> &#8211; the parameter_attribute for transforming the output_mem
from previous step.</li> from previous step.</li>
<li><strong>layer_attr</strong> &#8211; </li> <li><strong>layer_attr</strong> &#8211; </li>
...@@ -2952,9 +2954,10 @@ For example, each sample:</p> ...@@ -2952,9 +2954,10 @@ For example, each sample:</p>
<li><strong>size</strong> (<em>int.</em>) &#8211; the layer dimension.</li> <li><strong>size</strong> (<em>int.</em>) &#8211; the layer dimension.</li>
<li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Linear is the default.</li> <li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Linear is the default.</li>
<li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The Parameter Attribute.</li> <li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The Parameter Attribute.</li>
<li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The bias attribute. If the parameter is set to False or an object <li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The parameter attribute for bias. If this parameter is set to
whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. If the False or an object whose type is not paddle.v2.attr.ParameterAttribute,
parameter is set to True, the bias is initialized to zero.</li> no bias is defined. If this parameter is set to True,
the bias is initialized to zero.</li>
<li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra Layer config.</li> <li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra Layer config.</li>
</ul> </ul>
</td> </td>
...@@ -3912,10 +3915,10 @@ uniform distribution will be used. A user defined ...@@ -3912,10 +3915,10 @@ uniform distribution will be used. A user defined
distribution is a list whose length must be equal distribution is a list whose length must be equal
to the num_classes. Each member of the list defines to the num_classes. Each member of the list defines
the probability of a class given input x.</li> the probability of a class given input x.</li>
<li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The attribute for bias. If this parameter is set False or <li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The parameter attribute for bias. If this parameter is set to
any object whose type is not paddle.v2.attr.ParameterAttribute, no bias False or an object whose type is not paddle.v2.attr.ParameterAttribute,
is added. If this parameter is set True, the bias is no bias is defined. If this parameter is set to True,
initialized to zero.</li> the bias is initialized to zero.</li>
<li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute</em>) &#8211; Extra Layer Attribute.</li> <li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute</em>) &#8211; Extra Layer Attribute.</li>
</ul> </ul>
</td> </td>
...@@ -4208,16 +4211,16 @@ product between <a href="#id11"><span class="problematic" id="id12">:match:`X&#8 ...@@ -4208,16 +4211,16 @@ product between <a href="#id11"><span class="problematic" id="id12">:match:`X&#8
details.</li> details.</li>
<li><strong>gate_param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The parameter attribute of the gate. See paddle.v2.attr.ParameterAttribute <li><strong>gate_param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The parameter attribute of the gate. See paddle.v2.attr.ParameterAttribute
for details.</li> for details.</li>
<li><strong>gate_bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | bool | None | Any</em>) &#8211; The bias attribute of the gate. If the parameter is set to False or <li><strong>gate_bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | bool | None | Any</em>) &#8211; The bias attribute of the gate. If this parameter is set to False or
an object whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. an object whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined.
If the parameter is set to True, the bias is initialized to zero.</li> If this parameter is set to True, the bias is initialized to zero.</li>
<li><strong>inproj_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra layer attributes of the projection. See paddle.v2.attr.ExtraAttribute for <li><strong>inproj_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra layer attributes of the projection. See paddle.v2.attr.ExtraAttribute for
details.</li> details.</li>
<li><strong>inproj_param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The parameter attribute of the projection. See paddle.v2.attr.ParameterAttribute <li><strong>inproj_param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The parameter attribute of the projection. See paddle.v2.attr.ParameterAttribute
for details.</li> for details.</li>
<li><strong>inproj_bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | bool | None | Any</em>) &#8211; The bias attribute of the projection. If the parameter is set to False <li><strong>inproj_bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | bool | None | Any</em>) &#8211; The bias attribute of the projection. If this parameter is set to False
or an object whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. or an object whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined.
If the parameter is set to True, the bias is initialized to zero.</li> If this parameter is set to True, the bias is initialized to zero.</li>
<li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra layer attribute of the product. See paddle.v2.attr.ExtraAttribute for <li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra layer attribute of the product. See paddle.v2.attr.ExtraAttribute for
details.</li> details.</li>
</ul> </ul>
......
develop/doc/api/v2/config/networks.html
浏览文件 @ d06867fa
...@@ -494,25 +494,33 @@ for more details about LSTM. The link goes as follows: ...@@ -494,25 +494,33 @@ for more details about LSTM. The link goes as follows:
<col class="field-body" /> <col class="field-body" />
<tbody valign="top"> <tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
<li><strong>input</strong> (<em>LayerOutput</em>) &#8211; input layer.</li> <li><strong>input</strong> (<em>LayerOutput</em>) &#8211; Input layer.</li>
<li><strong>out_memory</strong> (<em>LayerOutput | None</em>) &#8211; output of previous time step</li> <li><strong>out_memory</strong> (<em>LayerOutput | None</em>) &#8211; The output of previous time step.</li>
<li><strong>name</strong> (<em>basestring</em>) &#8211; lstmemory unit name.</li> <li><strong>name</strong> (<em>basestring</em>) &#8211; The lstmemory unit name.</li>
<li><strong>size</strong> (<em>int</em>) &#8211; lstmemory unit size.</li> <li><strong>size</strong> (<em>int</em>) &#8211; The lstmemory unit size.</li>
<li><strong>param_attr</strong> (<em>ParameterAttribute</em>) &#8211; parameter attribute, None means default attribute.</li> <li><strong>param_attr</strong> (<em>ParameterAttribute</em>) &#8211; The parameter attribute for the weights in
<li><strong>act</strong> (<em>BaseActivation</em>) &#8211; last activiation type of lstm.</li> input to hidden projection.
<li><strong>gate_act</strong> (<em>BaseActivation</em>) &#8211; gate activiation type of lstm.</li> None means default attribute.</li>
<li><strong>state_act</strong> (<em>BaseActivation</em>) &#8211; state activiation type of lstm.</li> <li><strong>act</strong> (<em>BaseActivation</em>) &#8211; The last activiation type of lstm.</li>
<li><strong>input_proj_bias_attr</strong> (<em>ParameterAttribute|False|None</em>) &#8211; bias attribute for input to hidden projection. <li><strong>gate_act</strong> (<em>BaseActivation</em>) &#8211; The gate activiation type of lstm.</li>
False means no bias, None means default bias.</li> <li><strong>state_act</strong> (<em>BaseActivation</em>) &#8211; The state activiation type of lstm.</li>
<li><strong>input_proj_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; extra layer attribute for input to hidden <li><strong>input_proj_bias_attr</strong> (<em>ParameterAttribute|bool|None</em>) &#8211; The parameter attribute for the bias in
projection of the LSTM unit, such as dropout, error clipping.</li> input to hidden projection.
<li><strong>lstm_bias_attr</strong> (<em>ParameterAttribute|False|None</em>) &#8211; bias parameter attribute of lstm layer. False or None means no bias.
False means no bias, None means default bias.</li> If this parameter is set to True,
<li><strong>lstm_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; extra attribute of lstm layer.</li> the bias is initialized to zero.</li>
<li><strong>input_proj_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; The extra layer attribute for
input to hidden projection of the LSTM unit,
such as dropout, error clipping.</li>
<li><strong>lstm_bias_attr</strong> (<em>ParameterAttribute|True|None</em>) &#8211; The parameter attribute for the bias in lstm layer.
False or None means no bias.
If this parameter is set to True,
the bias is initialized to zero.</li>
<li><strong>lstm_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; The extra attribute of lstm layer.</li>
</ul> </ul>
</td> </td>
</tr> </tr>
<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first">lstmemory unit name.</p> <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first">The lstmemory unit name.</p>
</td> </td>
</tr> </tr>
<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">LayerOutput</p> <tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">LayerOutput</p>
...@@ -555,22 +563,30 @@ full_matrix_projection must be included before lstmemory_unit is called.</p> ...@@ -555,22 +563,30 @@ full_matrix_projection must be included before lstmemory_unit is called.</p>
<col class="field-body" /> <col class="field-body" />
<tbody valign="top"> <tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
<li><strong>input</strong> (<em>LayerOutput</em>) &#8211; input layer.</li> <li><strong>input</strong> (<em>LayerOutput</em>) &#8211; Input layer.</li>
<li><strong>size</strong> (<em>int</em>) &#8211; lstmemory group size.</li> <li><strong>size</strong> (<em>int</em>) &#8211; The lstmemory group size.</li>
<li><strong>name</strong> (<em>basestring</em>) &#8211; name of lstmemory group.</li> <li><strong>name</strong> (<em>basestring</em>) &#8211; The name of lstmemory group.</li>
<li><strong>out_memory</strong> (<em>LayerOutput | None</em>) &#8211; output of previous time step.</li> <li><strong>out_memory</strong> (<em>LayerOutput | None</em>) &#8211; The output of previous time step.</li>
<li><strong>reverse</strong> (<em>bool</em>) &#8211; process the input in a reverse order or not.</li> <li><strong>reverse</strong> (<em>bool</em>) &#8211; Process the input in a reverse order or not.</li>
<li><strong>param_attr</strong> (<em>ParameterAttribute</em>) &#8211; parameter attribute, None means default attribute.</li> <li><strong>param_attr</strong> (<em>ParameterAttribute</em>) &#8211; The parameter attribute for the weights in
<li><strong>act</strong> (<em>BaseActivation</em>) &#8211; last activiation type of lstm.</li> input to hidden projection.
<li><strong>gate_act</strong> (<em>BaseActivation</em>) &#8211; gate activiation type of lstm.</li> None means default attribute.</li>
<li><strong>state_act</strong> (<em>BaseActivation</em>) &#8211; state activiation type of lstm.</li> <li><strong>act</strong> (<em>BaseActivation</em>) &#8211; The last activiation type of lstm.</li>
<li><strong>lstm_bias_attr</strong> (<em>ParameterAttribute|False|None</em>) &#8211; bias parameter attribute of lstm layer. <li><strong>gate_act</strong> (<em>BaseActivation</em>) &#8211; The gate activiation type of lstm.</li>
False means no bias, None means default bias.</li> <li><strong>state_act</strong> (<em>BaseActivation</em>) &#8211; The state activiation type of lstm.</li>
<li><strong>input_proj_bias_attr</strong> (<em>ParameterAttribute|False|None</em>) &#8211; bias attribute for input to hidden projection. <li><strong>input_proj_bias_attr</strong> (<em>ParameterAttribute|bool|None</em>) &#8211; The parameter attribute for the bias in
False means no bias, None means default bias.</li> input to hidden projection.
<li><strong>input_proj_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; extra layer attribute for input to hidden False or None means no bias.
projection of the LSTM unit, such as dropout, error clipping.</li> If this parameter is set to True,
<li><strong>lstm_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; lstm layer&#8217;s extra attribute.</li> the bias is initialized to zero.</li>
<li><strong>input_proj_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; The extra layer attribute for
input to hidden projection of the LSTM unit,
such as dropout, error clipping.</li>
<li><strong>lstm_bias_attr</strong> (<em>ParameterAttribute|True|None</em>) &#8211; The parameter attribute for the bias in lstm layer.
False or None means no bias.
If this parameter is set to True,
the bias is initialized to zero.</li>
<li><strong>lstm_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; The extra attribute of lstm layer.</li>
</ul> </ul>
</td> </td>
</tr> </tr>
......
develop/doc/searchindex.js
浏览文件 @ d06867fa
因为 它太大了无法显示 source diff 。你可以改为 查看blob。
develop/doc_cn/api/v2/config/layer.html
浏览文件 @ d06867fa
...@@ -297,9 +297,10 @@ If is None, acts exactly like fc.</li> ...@@ -297,9 +297,10 @@ If is None, acts exactly like fc.</li>
<li><strong>size</strong> (<em>int</em>) &#8211; The layer dimension.</li> <li><strong>size</strong> (<em>int</em>) &#8211; The layer dimension.</li>
<li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Tanh is the default.</li> <li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Tanh is the default.</li>
<li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The Parameter Attribute.</li> <li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The Parameter Attribute.</li>
<li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The bias attribute. If the parameter is set to False or an object <li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The parameter attribute for bias. If this parameter is set to
whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. If the False or an object whose type is not paddle.v2.attr.ParameterAttribute,
parameter is set to True, the bias is initialized to zero.</li> no bias is defined. If this parameter is set to True,
the bias is initialized to zero.</li>
<li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra Layer config.</li> <li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra Layer config.</li>
</ul> </ul>
</td> </td>
...@@ -1098,9 +1099,10 @@ out_{i} = act(in_{i} + out_{i+1} * W) \ \ \text{for} \ start &lt;= i &lt; end\en ...@@ -1098,9 +1099,10 @@ out_{i} = act(in_{i} + out_{i+1} * W) \ \ \text{for} \ start &lt;= i &lt; end\en
<tr class="field-odd field"><th class="field-name">参数:</th><td class="field-body"><ul class="first simple"> <tr class="field-odd field"><th class="field-name">参数:</th><td class="field-body"><ul class="first simple">
<li><strong>input</strong> (<em>paddle.v2.config_base.Layer</em>) &#8211; The input of this layer.</li> <li><strong>input</strong> (<em>paddle.v2.config_base.Layer</em>) &#8211; The input of this layer.</li>
<li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Tanh is the default.</li> <li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Tanh is the default.</li>
<li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The bias attribute. If the parameter is set to False or an object <li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The parameter attribute for bias. If this parameter is set to
whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. If the False or an object whose type is not paddle.v2.attr.ParameterAttribute,
parameter is set to True, the bias is initialized to zero.</li> no bias is defined. If the parameter is set to True,
the bias is initialized to zero.</li>
<li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; parameter attribute.</li> <li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; parameter attribute.</li>
<li><strong>name</strong> (<em>basestring</em>) &#8211; The name of this layer. It is optional.</li> <li><strong>name</strong> (<em>basestring</em>) &#8211; The name of this layer. It is optional.</li>
<li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute</em>) &#8211; Layer Attribute.</li> <li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute</em>) &#8211; Layer Attribute.</li>
...@@ -1402,9 +1404,8 @@ output is <span class="math">\(o_t\)</span>, whose name is &#8216;state&#8217; a ...@@ -1402,9 +1404,8 @@ output is <span class="math">\(o_t\)</span>, whose name is &#8216;state&#8217; a
<li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Tanh is the default.</li> <li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Tanh is the default.</li>
<li><strong>gate_act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Gate Activation Type. paddle.v2.activation.Sigmoid is the default.</li> <li><strong>gate_act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Gate Activation Type. paddle.v2.activation.Sigmoid is the default.</li>
<li><strong>state_act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; State Activation Type. paddle.v2.activation.Tanh is the default.</li> <li><strong>state_act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; State Activation Type. paddle.v2.activation.Tanh is the default.</li>
<li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The bias attribute. If the parameter is set to False or an object <li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | True</em>) &#8211; The parameter attribute for bias. If this parameter is
whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. If the set to True or None, the bias is initialized to zero.</li>
parameter is set to True, the bias is initialized to zero.</li>
<li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute</em>) &#8211; layer&#8217;s extra attribute.</li> <li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute</em>) &#8211; layer&#8217;s extra attribute.</li>
</ul> </ul>
</td> </td>
...@@ -1436,9 +1437,10 @@ parameter is set to True, the bias is initialized to zero.</li> ...@@ -1436,9 +1437,10 @@ parameter is set to True, the bias is initialized to zero.</li>
<li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; </li> <li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; </li>
<li><strong>name</strong> &#8211; The name of this layer. It is optional.</li> <li><strong>name</strong> &#8211; The name of this layer. It is optional.</li>
<li><strong>gate_act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type of this layer&#8217;s two gates. Default is Sigmoid.</li> <li><strong>gate_act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type of this layer&#8217;s two gates. Default is Sigmoid.</li>
<li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The bias attribute. If the parameter is set to False or an object <li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The parameter attribute for bias. If this parameter is set to
whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. If the False or an object whose type is not paddle.v2.attr.ParameterAttribute, no bias
parameter is set to True, the bias is initialized to zero.</li> is defined. If this parameter is set to True,
the bias is initialized to zero.</li>
<li><strong>param_attr</strong> &#8211; the parameter_attribute for transforming the output_mem <li><strong>param_attr</strong> &#8211; the parameter_attribute for transforming the output_mem
from previous step.</li> from previous step.</li>
<li><strong>layer_attr</strong> &#8211; </li> <li><strong>layer_attr</strong> &#8211; </li>
...@@ -2966,9 +2968,10 @@ For example, each sample:</p> ...@@ -2966,9 +2968,10 @@ For example, each sample:</p>
<li><strong>size</strong> (<em>int.</em>) &#8211; the layer dimension.</li> <li><strong>size</strong> (<em>int.</em>) &#8211; the layer dimension.</li>
<li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Linear is the default.</li> <li><strong>act</strong> (<em>paddle.v2.activation.Base</em>) &#8211; Activation type. paddle.v2.activation.Linear is the default.</li>
<li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The Parameter Attribute.</li> <li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The Parameter Attribute.</li>
<li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The bias attribute. If the parameter is set to False or an object <li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The parameter attribute for bias. If this parameter is set to
whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. If the False or an object whose type is not paddle.v2.attr.ParameterAttribute,
parameter is set to True, the bias is initialized to zero.</li> no bias is defined. If this parameter is set to True,
the bias is initialized to zero.</li>
<li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra Layer config.</li> <li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra Layer config.</li>
</ul> </ul>
</td> </td>
...@@ -3926,10 +3929,10 @@ uniform distribution will be used. A user defined ...@@ -3926,10 +3929,10 @@ uniform distribution will be used. A user defined
distribution is a list whose length must be equal distribution is a list whose length must be equal
to the num_classes. Each member of the list defines to the num_classes. Each member of the list defines
the probability of a class given input x.</li> the probability of a class given input x.</li>
<li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The attribute for bias. If this parameter is set False or <li><strong>bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | None | bool | Any</em>) &#8211; The parameter attribute for bias. If this parameter is set to
any object whose type is not paddle.v2.attr.ParameterAttribute, no bias False or an object whose type is not paddle.v2.attr.ParameterAttribute,
is added. If this parameter is set True, the bias is no bias is defined. If this parameter is set to True,
initialized to zero.</li> the bias is initialized to zero.</li>
<li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute</em>) &#8211; Extra Layer Attribute.</li> <li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute</em>) &#8211; Extra Layer Attribute.</li>
</ul> </ul>
</td> </td>
...@@ -4222,16 +4225,16 @@ product between <a href="#id11"><span class="problematic" id="id12">:match:`X&#8 ...@@ -4222,16 +4225,16 @@ product between <a href="#id11"><span class="problematic" id="id12">:match:`X&#8
details.</li> details.</li>
<li><strong>gate_param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The parameter attribute of the gate. See paddle.v2.attr.ParameterAttribute <li><strong>gate_param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The parameter attribute of the gate. See paddle.v2.attr.ParameterAttribute
for details.</li> for details.</li>
<li><strong>gate_bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | bool | None | Any</em>) &#8211; The bias attribute of the gate. If the parameter is set to False or <li><strong>gate_bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | bool | None | Any</em>) &#8211; The bias attribute of the gate. If this parameter is set to False or
an object whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. an object whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined.
If the parameter is set to True, the bias is initialized to zero.</li> If this parameter is set to True, the bias is initialized to zero.</li>
<li><strong>inproj_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra layer attributes of the projection. See paddle.v2.attr.ExtraAttribute for <li><strong>inproj_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra layer attributes of the projection. See paddle.v2.attr.ExtraAttribute for
details.</li> details.</li>
<li><strong>inproj_param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The parameter attribute of the projection. See paddle.v2.attr.ParameterAttribute <li><strong>inproj_param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The parameter attribute of the projection. See paddle.v2.attr.ParameterAttribute
for details.</li> for details.</li>
<li><strong>inproj_bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | bool | None | Any</em>) &#8211; The bias attribute of the projection. If the parameter is set to False <li><strong>inproj_bias_attr</strong> (<em>paddle.v2.attr.ParameterAttribute | bool | None | Any</em>) &#8211; The bias attribute of the projection. If this parameter is set to False
or an object whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined. or an object whose type is not paddle.v2.attr.ParameterAttribute, no bias is defined.
If the parameter is set to True, the bias is initialized to zero.</li> If this parameter is set to True, the bias is initialized to zero.</li>
<li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra layer attribute of the product. See paddle.v2.attr.ExtraAttribute for <li><strong>layer_attr</strong> (<em>paddle.v2.attr.ExtraAttribute | None</em>) &#8211; Extra layer attribute of the product. See paddle.v2.attr.ExtraAttribute for
details.</li> details.</li>
</ul> </ul>
......
develop/doc_cn/api/v2/config/networks.html
浏览文件 @ d06867fa
...@@ -508,25 +508,33 @@ for more details about LSTM. The link goes as follows: ...@@ -508,25 +508,33 @@ for more details about LSTM. The link goes as follows:
<col class="field-body" /> <col class="field-body" />
<tbody valign="top"> <tbody valign="top">
<tr class="field-odd field"><th class="field-name">参数:</th><td class="field-body"><ul class="first simple"> <tr class="field-odd field"><th class="field-name">参数:</th><td class="field-body"><ul class="first simple">
<li><strong>input</strong> (<em>LayerOutput</em>) &#8211; input layer.</li> <li><strong>input</strong> (<em>LayerOutput</em>) &#8211; Input layer.</li>
<li><strong>out_memory</strong> (<em>LayerOutput | None</em>) &#8211; output of previous time step</li> <li><strong>out_memory</strong> (<em>LayerOutput | None</em>) &#8211; The output of previous time step.</li>
<li><strong>name</strong> (<em>basestring</em>) &#8211; lstmemory unit name.</li> <li><strong>name</strong> (<em>basestring</em>) &#8211; The lstmemory unit name.</li>
<li><strong>size</strong> (<em>int</em>) &#8211; lstmemory unit size.</li> <li><strong>size</strong> (<em>int</em>) &#8211; The lstmemory unit size.</li>
<li><strong>param_attr</strong> (<em>ParameterAttribute</em>) &#8211; parameter attribute, None means default attribute.</li> <li><strong>param_attr</strong> (<em>ParameterAttribute</em>) &#8211; The parameter attribute for the weights in
<li><strong>act</strong> (<em>BaseActivation</em>) &#8211; last activiation type of lstm.</li> input to hidden projection.
<li><strong>gate_act</strong> (<em>BaseActivation</em>) &#8211; gate activiation type of lstm.</li> None means default attribute.</li>
<li><strong>state_act</strong> (<em>BaseActivation</em>) &#8211; state activiation type of lstm.</li> <li><strong>act</strong> (<em>BaseActivation</em>) &#8211; The last activiation type of lstm.</li>
<li><strong>input_proj_bias_attr</strong> (<em>ParameterAttribute|False|None</em>) &#8211; bias attribute for input to hidden projection. <li><strong>gate_act</strong> (<em>BaseActivation</em>) &#8211; The gate activiation type of lstm.</li>
False means no bias, None means default bias.</li> <li><strong>state_act</strong> (<em>BaseActivation</em>) &#8211; The state activiation type of lstm.</li>
<li><strong>input_proj_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; extra layer attribute for input to hidden <li><strong>input_proj_bias_attr</strong> (<em>ParameterAttribute|bool|None</em>) &#8211; The parameter attribute for the bias in
projection of the LSTM unit, such as dropout, error clipping.</li> input to hidden projection.
<li><strong>lstm_bias_attr</strong> (<em>ParameterAttribute|False|None</em>) &#8211; bias parameter attribute of lstm layer. False or None means no bias.
False means no bias, None means default bias.</li> If this parameter is set to True,
<li><strong>lstm_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; extra attribute of lstm layer.</li> the bias is initialized to zero.</li>
<li><strong>input_proj_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; The extra layer attribute for
input to hidden projection of the LSTM unit,
such as dropout, error clipping.</li>
<li><strong>lstm_bias_attr</strong> (<em>ParameterAttribute|True|None</em>) &#8211; The parameter attribute for the bias in lstm layer.
False or None means no bias.
If this parameter is set to True,
the bias is initialized to zero.</li>
<li><strong>lstm_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; The extra attribute of lstm layer.</li>
</ul> </ul>
</td> </td>
</tr> </tr>
<tr class="field-even field"><th class="field-name">返回:</th><td class="field-body"><p class="first">lstmemory unit name.</p> <tr class="field-even field"><th class="field-name">返回:</th><td class="field-body"><p class="first">The lstmemory unit name.</p>
</td> </td>
</tr> </tr>
<tr class="field-odd field"><th class="field-name">返回类型:</th><td class="field-body"><p class="first last">LayerOutput</p> <tr class="field-odd field"><th class="field-name">返回类型:</th><td class="field-body"><p class="first last">LayerOutput</p>
...@@ -569,22 +577,30 @@ full_matrix_projection must be included before lstmemory_unit is called.</p> ...@@ -569,22 +577,30 @@ full_matrix_projection must be included before lstmemory_unit is called.</p>
<col class="field-body" /> <col class="field-body" />
<tbody valign="top"> <tbody valign="top">
<tr class="field-odd field"><th class="field-name">参数:</th><td class="field-body"><ul class="first simple"> <tr class="field-odd field"><th class="field-name">参数:</th><td class="field-body"><ul class="first simple">
<li><strong>input</strong> (<em>LayerOutput</em>) &#8211; input layer.</li> <li><strong>input</strong> (<em>LayerOutput</em>) &#8211; Input layer.</li>
<li><strong>size</strong> (<em>int</em>) &#8211; lstmemory group size.</li> <li><strong>size</strong> (<em>int</em>) &#8211; The lstmemory group size.</li>
<li><strong>name</strong> (<em>basestring</em>) &#8211; name of lstmemory group.</li> <li><strong>name</strong> (<em>basestring</em>) &#8211; The name of lstmemory group.</li>
<li><strong>out_memory</strong> (<em>LayerOutput | None</em>) &#8211; output of previous time step.</li> <li><strong>out_memory</strong> (<em>LayerOutput | None</em>) &#8211; The output of previous time step.</li>
<li><strong>reverse</strong> (<em>bool</em>) &#8211; process the input in a reverse order or not.</li> <li><strong>reverse</strong> (<em>bool</em>) &#8211; Process the input in a reverse order or not.</li>
<li><strong>param_attr</strong> (<em>ParameterAttribute</em>) &#8211; parameter attribute, None means default attribute.</li> <li><strong>param_attr</strong> (<em>ParameterAttribute</em>) &#8211; The parameter attribute for the weights in
<li><strong>act</strong> (<em>BaseActivation</em>) &#8211; last activiation type of lstm.</li> input to hidden projection.
<li><strong>gate_act</strong> (<em>BaseActivation</em>) &#8211; gate activiation type of lstm.</li> None means default attribute.</li>
<li><strong>state_act</strong> (<em>BaseActivation</em>) &#8211; state activiation type of lstm.</li> <li><strong>act</strong> (<em>BaseActivation</em>) &#8211; The last activiation type of lstm.</li>
<li><strong>lstm_bias_attr</strong> (<em>ParameterAttribute|False|None</em>) &#8211; bias parameter attribute of lstm layer. <li><strong>gate_act</strong> (<em>BaseActivation</em>) &#8211; The gate activiation type of lstm.</li>
False means no bias, None means default bias.</li> <li><strong>state_act</strong> (<em>BaseActivation</em>) &#8211; The state activiation type of lstm.</li>
<li><strong>input_proj_bias_attr</strong> (<em>ParameterAttribute|False|None</em>) &#8211; bias attribute for input to hidden projection. <li><strong>input_proj_bias_attr</strong> (<em>ParameterAttribute|bool|None</em>) &#8211; The parameter attribute for the bias in
False means no bias, None means default bias.</li> input to hidden projection.
<li><strong>input_proj_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; extra layer attribute for input to hidden False or None means no bias.
projection of the LSTM unit, such as dropout, error clipping.</li> If this parameter is set to True,
<li><strong>lstm_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; lstm layer&#8217;s extra attribute.</li> the bias is initialized to zero.</li>
<li><strong>input_proj_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; The extra layer attribute for
input to hidden projection of the LSTM unit,
such as dropout, error clipping.</li>
<li><strong>lstm_bias_attr</strong> (<em>ParameterAttribute|True|None</em>) &#8211; The parameter attribute for the bias in lstm layer.
False or None means no bias.
If this parameter is set to True,
the bias is initialized to zero.</li>
<li><strong>lstm_layer_attr</strong> (<em>ExtraLayerAttribute</em>) &#8211; The extra attribute of lstm layer.</li>
</ul> </ul>
</td> </td>
</tr> </tr>
......
develop/doc_cn/searchindex.js
浏览文件 @ d06867fa
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