提交 510af132 编写于 作者: T Travis CI

Deploy to GitHub Pages: efc094f5

上级 e446717f
...@@ -3196,7 +3196,7 @@ with shape [M, 1] where M is the batch size.</li> ...@@ -3196,7 +3196,7 @@ with shape [M, 1] where M is the batch size.</li>
<h3>mean<a class="headerlink" href="#mean" title="Permalink to this headline"></a></h3> <h3>mean<a class="headerlink" href="#mean" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">mean</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">mean</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Mean Operator.</p> <dd><p>Mean Operator.</p>
<p>Out is a scalar which is the mean of all elements in X.</p> <p>Out is a scalar which is the mean of all elements in X.</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -3217,7 +3217,7 @@ Duplicable: False Optional: False</td> ...@@ -3217,7 +3217,7 @@ Duplicable: False Optional: False</td>
<h3>mul<a class="headerlink" href="#mul" title="Permalink to this headline"></a></h3> <h3>mul<a class="headerlink" href="#mul" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">mul</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">mul</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Mul Operator.</p> <dd><p>Mul Operator.</p>
<p>This operator is used to perform matrix multiplication for input $X$ and $Y$.</p> <p>This operator is used to perform matrix multiplication for input $X$ and $Y$.</p>
<p>The equation is:</p> <p>The equation is:</p>
...@@ -3268,7 +3268,7 @@ flattened. See comments of <cite>x_num_col_dims</cite> for more details.</li> ...@@ -3268,7 +3268,7 @@ flattened. See comments of <cite>x_num_col_dims</cite> for more details.</li>
<h3>reshape<a class="headerlink" href="#reshape" title="Permalink to this headline"></a></h3> <h3>reshape<a class="headerlink" href="#reshape" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">reshape</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">reshape</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Reshape Operator.</p> <dd><p>Reshape Operator.</p>
<p>Reshape Input(X) into the shape specified by Attr(shape).</p> <p>Reshape Input(X) into the shape specified by Attr(shape).</p>
<p>An example: <p>An example:
...@@ -3301,7 +3301,7 @@ Duplicable: False Optional: False</li> ...@@ -3301,7 +3301,7 @@ Duplicable: False Optional: False</li>
<h3>scale<a class="headerlink" href="#scale" title="Permalink to this headline"></a></h3> <h3>scale<a class="headerlink" href="#scale" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">scale</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">scale</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Scale operator</p> <dd><p>Scale operator</p>
<p>$$Out = scale*X$$</p> <p>$$Out = scale*X$$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -3327,7 +3327,7 @@ Duplicable: False Optional: False</li> ...@@ -3327,7 +3327,7 @@ Duplicable: False Optional: False</li>
<h3>sigmoid_cross_entropy_with_logits<a class="headerlink" href="#sigmoid-cross-entropy-with-logits" title="Permalink to this headline"></a></h3> <h3>sigmoid_cross_entropy_with_logits<a class="headerlink" href="#sigmoid-cross-entropy-with-logits" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">sigmoid_cross_entropy_with_logits</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">sigmoid_cross_entropy_with_logits</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>SigmoidCrossEntropyWithLogits Operator.</p> <dd><p>SigmoidCrossEntropyWithLogits Operator.</p>
<p>This measures the element-wise probability error in classification tasks <p>This measures the element-wise probability error in classification tasks
in which each class is independent. This can be thought of as predicting labels in which each class is independent. This can be thought of as predicting labels
...@@ -3370,7 +3370,7 @@ Duplicable: False Optional: False</li> ...@@ -3370,7 +3370,7 @@ Duplicable: False Optional: False</li>
<h3>elementwise_add<a class="headerlink" href="#elementwise-add" title="Permalink to this headline"></a></h3> <h3>elementwise_add<a class="headerlink" href="#elementwise-add" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_add</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_add</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Limited Elementwise Add Operator.</p> <dd><p>Limited Elementwise Add Operator.</p>
<p>The equation is:</p> <p>The equation is:</p>
<p>$$Out = X + Y$$</p> <p>$$Out = X + Y$$</p>
...@@ -3420,7 +3420,7 @@ Duplicable: False Optional: False</li> ...@@ -3420,7 +3420,7 @@ Duplicable: False Optional: False</li>
<h3>elementwise_div<a class="headerlink" href="#elementwise-div" title="Permalink to this headline"></a></h3> <h3>elementwise_div<a class="headerlink" href="#elementwise-div" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_div</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_div</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Limited Elementwise Div Operator.</p> <dd><p>Limited Elementwise Div Operator.</p>
<p>The equation is:</p> <p>The equation is:</p>
<p>$$Out = X / Y$$</p> <p>$$Out = X / Y$$</p>
...@@ -3470,7 +3470,7 @@ Duplicable: False Optional: False</li> ...@@ -3470,7 +3470,7 @@ Duplicable: False Optional: False</li>
<h3>elementwise_sub<a class="headerlink" href="#elementwise-sub" title="Permalink to this headline"></a></h3> <h3>elementwise_sub<a class="headerlink" href="#elementwise-sub" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_sub</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_sub</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Limited Elementwise Sub Operator.</p> <dd><p>Limited Elementwise Sub Operator.</p>
<p>The equation is:</p> <p>The equation is:</p>
<p>$$Out = X - Y$$</p> <p>$$Out = X - Y$$</p>
...@@ -3520,7 +3520,7 @@ Duplicable: False Optional: False</li> ...@@ -3520,7 +3520,7 @@ Duplicable: False Optional: False</li>
<h3>elementwise_mul<a class="headerlink" href="#elementwise-mul" title="Permalink to this headline"></a></h3> <h3>elementwise_mul<a class="headerlink" href="#elementwise-mul" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_mul</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_mul</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Limited Elementwise Mul Operator.</p> <dd><p>Limited Elementwise Mul Operator.</p>
<p>The equation is:</p> <p>The equation is:</p>
<p>$$Out = X odotY$$</p> <p>$$Out = X odotY$$</p>
...@@ -3570,7 +3570,7 @@ Duplicable: False Optional: False</li> ...@@ -3570,7 +3570,7 @@ Duplicable: False Optional: False</li>
<h3>elementwise_max<a class="headerlink" href="#elementwise-max" title="Permalink to this headline"></a></h3> <h3>elementwise_max<a class="headerlink" href="#elementwise-max" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_max</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_max</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Limited Elementwise Max Operator.</p> <dd><p>Limited Elementwise Max Operator.</p>
<p>The equation is:</p> <p>The equation is:</p>
<p>$$Out = max(X, Y)$$</p> <p>$$Out = max(X, Y)$$</p>
...@@ -3620,7 +3620,7 @@ Duplicable: False Optional: False</li> ...@@ -3620,7 +3620,7 @@ Duplicable: False Optional: False</li>
<h3>elementwise_min<a class="headerlink" href="#elementwise-min" title="Permalink to this headline"></a></h3> <h3>elementwise_min<a class="headerlink" href="#elementwise-min" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_min</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_min</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Limited Elementwise Max Operator.</p> <dd><p>Limited Elementwise Max Operator.</p>
<p>The equation is:</p> <p>The equation is:</p>
<p>$$Out = min(X, Y)$$</p> <p>$$Out = min(X, Y)$$</p>
...@@ -3670,7 +3670,7 @@ Duplicable: False Optional: False</li> ...@@ -3670,7 +3670,7 @@ Duplicable: False Optional: False</li>
<h3>elementwise_pow<a class="headerlink" href="#elementwise-pow" title="Permalink to this headline"></a></h3> <h3>elementwise_pow<a class="headerlink" href="#elementwise-pow" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_pow</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">elementwise_pow</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Limited Elementwise Pow Operator.</p> <dd><p>Limited Elementwise Pow Operator.</p>
<p>The equation is:</p> <p>The equation is:</p>
<p>$$Out = X ^ Y$$</p> <p>$$Out = X ^ Y$$</p>
...@@ -3720,7 +3720,7 @@ Duplicable: False Optional: False</li> ...@@ -3720,7 +3720,7 @@ Duplicable: False Optional: False</li>
<h3>clip<a class="headerlink" href="#clip" title="Permalink to this headline"></a></h3> <h3>clip<a class="headerlink" href="#clip" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">clip</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">clip</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Clip Operator.</p> <dd><p>Clip Operator.</p>
<p>The clip operator limits the value of given input within an interval. The <p>The clip operator limits the value of given input within an interval. The
interval is specified with arguments &#8216;min&#8217; and &#8216;max&#8217;:</p> interval is specified with arguments &#8216;min&#8217; and &#8216;max&#8217;:</p>
...@@ -3751,7 +3751,7 @@ Duplicable: False Optional: False</li> ...@@ -3751,7 +3751,7 @@ Duplicable: False Optional: False</li>
<h3>clip_by_norm<a class="headerlink" href="#clip-by-norm" title="Permalink to this headline"></a></h3> <h3>clip_by_norm<a class="headerlink" href="#clip-by-norm" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">clip_by_norm</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">clip_by_norm</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>ClipByNorm Operator.</p> <dd><p>ClipByNorm Operator.</p>
<p>This operator limits the L2 norm of the input $X$ within $max_norm$. <p>This operator limits the L2 norm of the input $X$ within $max_norm$.
If the L2 norm of $X$ is less than or equal to $max_norm$, $Out$ will be If the L2 norm of $X$ is less than or equal to $max_norm$, $Out$ will be
...@@ -3785,7 +3785,7 @@ Duplicable: False Optional: False</li> ...@@ -3785,7 +3785,7 @@ Duplicable: False Optional: False</li>
<h3>sequence_softmax<a class="headerlink" href="#sequence-softmax" title="Permalink to this headline"></a></h3> <h3>sequence_softmax<a class="headerlink" href="#sequence-softmax" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">sequence_softmax</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">sequence_softmax</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Sequence Softmax Operator.</p> <dd><p>Sequence Softmax Operator.</p>
<p>SequenceSoftmaxOp computes the softmax activation among all time-steps for each <p>SequenceSoftmaxOp computes the softmax activation among all time-steps for each
sequence. The dimension of each time-step should be 1. Thus, the shape of sequence. The dimension of each time-step should be 1. Thus, the shape of
...@@ -3819,7 +3819,7 @@ Duplicable: False Optional: False</td> ...@@ -3819,7 +3819,7 @@ Duplicable: False Optional: False</td>
<h3>sigmoid<a class="headerlink" href="#sigmoid" title="Permalink to this headline"></a></h3> <h3>sigmoid<a class="headerlink" href="#sigmoid" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">sigmoid</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">sigmoid</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Sigmoid Activation Operator</p> <dd><p>Sigmoid Activation Operator</p>
<p>$$out = frac{1}{1 + e^{-x}}$$</p> <p>$$out = frac{1}{1 + e^{-x}}$$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -3840,7 +3840,7 @@ Duplicable: False Optional: False</td> ...@@ -3840,7 +3840,7 @@ Duplicable: False Optional: False</td>
<h3>logsigmoid<a class="headerlink" href="#logsigmoid" title="Permalink to this headline"></a></h3> <h3>logsigmoid<a class="headerlink" href="#logsigmoid" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">logsigmoid</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">logsigmoid</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Logsigmoid Activation Operator</p> <dd><p>Logsigmoid Activation Operator</p>
<p>$$out = log frac{1}{1 + e^{-x}}$$</p> <p>$$out = log frac{1}{1 + e^{-x}}$$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -3861,7 +3861,7 @@ Duplicable: False Optional: False</td> ...@@ -3861,7 +3861,7 @@ Duplicable: False Optional: False</td>
<h3>exp<a class="headerlink" href="#exp" title="Permalink to this headline"></a></h3> <h3>exp<a class="headerlink" href="#exp" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">exp</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">exp</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Exp Activation Operator.</p> <dd><p>Exp Activation Operator.</p>
<p>$out = e^x$</p> <p>$out = e^x$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -3882,7 +3882,7 @@ Duplicable: False Optional: False</td> ...@@ -3882,7 +3882,7 @@ Duplicable: False Optional: False</td>
<h3>relu<a class="headerlink" href="#relu" title="Permalink to this headline"></a></h3> <h3>relu<a class="headerlink" href="#relu" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">relu</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">relu</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Relu Activation Operator.</p> <dd><p>Relu Activation Operator.</p>
<p>$out = max(x, 0)$</p> <p>$out = max(x, 0)$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -3903,7 +3903,7 @@ Duplicable: False Optional: False</td> ...@@ -3903,7 +3903,7 @@ Duplicable: False Optional: False</td>
<h3>tanh<a class="headerlink" href="#tanh" title="Permalink to this headline"></a></h3> <h3>tanh<a class="headerlink" href="#tanh" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">tanh</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">tanh</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Tanh Activation Operator.</p> <dd><p>Tanh Activation Operator.</p>
<p>$$out = frac{e^{x} - e^{-x}}{e^{x} + e^{-x}}$$</p> <p>$$out = frac{e^{x} - e^{-x}}{e^{x} + e^{-x}}$$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -3924,7 +3924,7 @@ Duplicable: False Optional: False</td> ...@@ -3924,7 +3924,7 @@ Duplicable: False Optional: False</td>
<h3>tanh_shrink<a class="headerlink" href="#tanh-shrink" title="Permalink to this headline"></a></h3> <h3>tanh_shrink<a class="headerlink" href="#tanh-shrink" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">tanh_shrink</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">tanh_shrink</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>TanhShrink Activation Operator.</p> <dd><p>TanhShrink Activation Operator.</p>
<p>$$out = x - frac{e^{x} - e^{-x}}{e^{x} + e^{-x}}$$</p> <p>$$out = x - frac{e^{x} - e^{-x}}{e^{x} + e^{-x}}$$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -3945,7 +3945,7 @@ Duplicable: False Optional: False</td> ...@@ -3945,7 +3945,7 @@ Duplicable: False Optional: False</td>
<h3>softshrink<a class="headerlink" href="#softshrink" title="Permalink to this headline"></a></h3> <h3>softshrink<a class="headerlink" href="#softshrink" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">softshrink</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">softshrink</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Softshrink Activation Operator.</p> <dd><p>Softshrink Activation Operator.</p>
<p>$$ <p>$$
out = begin{cases}</p> out = begin{cases}</p>
...@@ -3978,7 +3978,7 @@ Duplicable: False Optional: False</li> ...@@ -3978,7 +3978,7 @@ Duplicable: False Optional: False</li>
<h3>sqrt<a class="headerlink" href="#sqrt" title="Permalink to this headline"></a></h3> <h3>sqrt<a class="headerlink" href="#sqrt" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">sqrt</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">sqrt</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Sqrt Activation Operator.</p> <dd><p>Sqrt Activation Operator.</p>
<p>$out = sqrt{x}$</p> <p>$out = sqrt{x}$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -3999,7 +3999,7 @@ Duplicable: False Optional: False</td> ...@@ -3999,7 +3999,7 @@ Duplicable: False Optional: False</td>
<h3>abs<a class="headerlink" href="#abs" title="Permalink to this headline"></a></h3> <h3>abs<a class="headerlink" href="#abs" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">abs</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">abs</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Abs Activation Operator.</p> <dd><p>Abs Activation Operator.</p>
<p>$out = <a href="#id1"><span class="problematic" id="id2">|</span></a>x|$</p> <p>$out = <a href="#id1"><span class="problematic" id="id2">|</span></a>x|$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4020,7 +4020,7 @@ Duplicable: False Optional: False</td> ...@@ -4020,7 +4020,7 @@ Duplicable: False Optional: False</td>
<h3>ceil<a class="headerlink" href="#ceil" title="Permalink to this headline"></a></h3> <h3>ceil<a class="headerlink" href="#ceil" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">ceil</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">ceil</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Ceil Activation Operator.</p> <dd><p>Ceil Activation Operator.</p>
<p>$out = ceil(x)$</p> <p>$out = ceil(x)$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4041,7 +4041,7 @@ Duplicable: False Optional: False</td> ...@@ -4041,7 +4041,7 @@ Duplicable: False Optional: False</td>
<h3>floor<a class="headerlink" href="#floor" title="Permalink to this headline"></a></h3> <h3>floor<a class="headerlink" href="#floor" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">floor</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">floor</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Floor Activation Operator.</p> <dd><p>Floor Activation Operator.</p>
<p>$out = floor(x)$</p> <p>$out = floor(x)$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4062,7 +4062,7 @@ Duplicable: False Optional: False</td> ...@@ -4062,7 +4062,7 @@ Duplicable: False Optional: False</td>
<h3>round<a class="headerlink" href="#round" title="Permalink to this headline"></a></h3> <h3>round<a class="headerlink" href="#round" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">round</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">round</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Round Activation Operator.</p> <dd><p>Round Activation Operator.</p>
<p>$out = [x]$</p> <p>$out = [x]$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4083,7 +4083,7 @@ Duplicable: False Optional: False</td> ...@@ -4083,7 +4083,7 @@ Duplicable: False Optional: False</td>
<h3>reciprocal<a class="headerlink" href="#reciprocal" title="Permalink to this headline"></a></h3> <h3>reciprocal<a class="headerlink" href="#reciprocal" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">reciprocal</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">reciprocal</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Reciprocal Activation Operator.</p> <dd><p>Reciprocal Activation Operator.</p>
<p>$$out = frac{1}{x}$$</p> <p>$$out = frac{1}{x}$$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4104,7 +4104,7 @@ Duplicable: False Optional: False</td> ...@@ -4104,7 +4104,7 @@ Duplicable: False Optional: False</td>
<h3>log<a class="headerlink" href="#log" title="Permalink to this headline"></a></h3> <h3>log<a class="headerlink" href="#log" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">log</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">log</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Log Activation Operator.</p> <dd><p>Log Activation Operator.</p>
<p>$out = ln(x)$</p> <p>$out = ln(x)$</p>
<p>Natural logarithm of x.</p> <p>Natural logarithm of x.</p>
...@@ -4126,7 +4126,7 @@ Duplicable: False Optional: False</td> ...@@ -4126,7 +4126,7 @@ Duplicable: False Optional: False</td>
<h3>square<a class="headerlink" href="#square" title="Permalink to this headline"></a></h3> <h3>square<a class="headerlink" href="#square" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">square</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">square</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Square Activation Operator.</p> <dd><p>Square Activation Operator.</p>
<p>$out = x^2$</p> <p>$out = x^2$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4147,7 +4147,7 @@ Duplicable: False Optional: False</td> ...@@ -4147,7 +4147,7 @@ Duplicable: False Optional: False</td>
<h3>softplus<a class="headerlink" href="#softplus" title="Permalink to this headline"></a></h3> <h3>softplus<a class="headerlink" href="#softplus" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">softplus</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">softplus</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Softplus Activation Operator.</p> <dd><p>Softplus Activation Operator.</p>
<p>$out = ln(1 + e^{x})$</p> <p>$out = ln(1 + e^{x})$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4168,7 +4168,7 @@ Duplicable: False Optional: False</td> ...@@ -4168,7 +4168,7 @@ Duplicable: False Optional: False</td>
<h3>softsign<a class="headerlink" href="#softsign" title="Permalink to this headline"></a></h3> <h3>softsign<a class="headerlink" href="#softsign" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">softsign</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">softsign</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Softsign Activation Operator.</p> <dd><p>Softsign Activation Operator.</p>
<p>$$out = frac{x}{1 + <a href="#id5"><span class="problematic" id="id6">|x|</span></a>}$$</p> <p>$$out = frac{x}{1 + <a href="#id5"><span class="problematic" id="id6">|x|</span></a>}$$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4189,7 +4189,7 @@ Duplicable: False Optional: False</td> ...@@ -4189,7 +4189,7 @@ Duplicable: False Optional: False</td>
<h3>brelu<a class="headerlink" href="#brelu" title="Permalink to this headline"></a></h3> <h3>brelu<a class="headerlink" href="#brelu" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">brelu</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">brelu</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>BRelu Activation Operator.</p> <dd><p>BRelu Activation Operator.</p>
<p>$out = max(min(x, t_{min}), t_{max})$</p> <p>$out = max(min(x, t_{min}), t_{max})$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4216,7 +4216,7 @@ Duplicable: False Optional: False</li> ...@@ -4216,7 +4216,7 @@ Duplicable: False Optional: False</li>
<h3>leaky_relu<a class="headerlink" href="#leaky-relu" title="Permalink to this headline"></a></h3> <h3>leaky_relu<a class="headerlink" href="#leaky-relu" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">leaky_relu</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">leaky_relu</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>LeakyRelu Activation Operator.</p> <dd><p>LeakyRelu Activation Operator.</p>
<p>$out = max(x, alpha * x)$</p> <p>$out = max(x, alpha * x)$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4242,7 +4242,7 @@ Duplicable: False Optional: False</li> ...@@ -4242,7 +4242,7 @@ Duplicable: False Optional: False</li>
<h3>soft_relu<a class="headerlink" href="#soft-relu" title="Permalink to this headline"></a></h3> <h3>soft_relu<a class="headerlink" href="#soft-relu" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">soft_relu</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">soft_relu</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>SoftRelu Activation Operator.</p> <dd><p>SoftRelu Activation Operator.</p>
<p>$out = ln(1 + exp(max(min(x, threshold), threshold))$</p> <p>$out = ln(1 + exp(max(min(x, threshold), threshold))$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4268,7 +4268,7 @@ Duplicable: False Optional: False</li> ...@@ -4268,7 +4268,7 @@ Duplicable: False Optional: False</li>
<h3>elu<a class="headerlink" href="#elu" title="Permalink to this headline"></a></h3> <h3>elu<a class="headerlink" href="#elu" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">elu</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">elu</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>ELU Activation Operator.</p> <dd><p>ELU Activation Operator.</p>
<p>Applies the following element-wise computation on the input according to <p>Applies the following element-wise computation on the input according to
<a class="reference external" href="https://arxiv.org/abs/1511.07289">https://arxiv.org/abs/1511.07289</a>.</p> <a class="reference external" href="https://arxiv.org/abs/1511.07289">https://arxiv.org/abs/1511.07289</a>.</p>
...@@ -4296,7 +4296,7 @@ Duplicable: False Optional: False</li> ...@@ -4296,7 +4296,7 @@ Duplicable: False Optional: False</li>
<h3>relu6<a class="headerlink" href="#relu6" title="Permalink to this headline"></a></h3> <h3>relu6<a class="headerlink" href="#relu6" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">relu6</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">relu6</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Relu6 Activation Operator.</p> <dd><p>Relu6 Activation Operator.</p>
<p>$out = min(max(0, x), 6)$</p> <p>$out = min(max(0, x), 6)$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4322,7 +4322,7 @@ Duplicable: False Optional: False</li> ...@@ -4322,7 +4322,7 @@ Duplicable: False Optional: False</li>
<h3>pow<a class="headerlink" href="#pow" title="Permalink to this headline"></a></h3> <h3>pow<a class="headerlink" href="#pow" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">pow</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">pow</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Pow Activation Operator.</p> <dd><p>Pow Activation Operator.</p>
<p>$out = x^{factor}$</p> <p>$out = x^{factor}$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4348,7 +4348,7 @@ Duplicable: False Optional: False</li> ...@@ -4348,7 +4348,7 @@ Duplicable: False Optional: False</li>
<h3>stanh<a class="headerlink" href="#stanh" title="Permalink to this headline"></a></h3> <h3>stanh<a class="headerlink" href="#stanh" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">stanh</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">stanh</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>STanh Activation Operator.</p> <dd><p>STanh Activation Operator.</p>
<p>$$out = b * frac{e^{a * x} - e^{-a * x}}{e^{a * x} + e^{-a * x}}$$</p> <p>$$out = b * frac{e^{a * x} - e^{-a * x}}{e^{a * x} + e^{-a * x}}$$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
...@@ -4375,7 +4375,7 @@ Duplicable: False Optional: False</li> ...@@ -4375,7 +4375,7 @@ Duplicable: False Optional: False</li>
<h3>hard_shrink<a class="headerlink" href="#hard-shrink" title="Permalink to this headline"></a></h3> <h3>hard_shrink<a class="headerlink" href="#hard-shrink" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">hard_shrink</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">hard_shrink</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>HardShrink Activation Operator.</p> <dd><p>HardShrink Activation Operator.</p>
<p>$$ <p>$$
out = begin{cases}</p> out = begin{cases}</p>
...@@ -4408,7 +4408,7 @@ Duplicable: False Optional: False</li> ...@@ -4408,7 +4408,7 @@ Duplicable: False Optional: False</li>
<h3>thresholded_relu<a class="headerlink" href="#thresholded-relu" title="Permalink to this headline"></a></h3> <h3>thresholded_relu<a class="headerlink" href="#thresholded-relu" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">thresholded_relu</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">thresholded_relu</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>ThresholdedRelu Activation Operator.</p> <dd><p>ThresholdedRelu Activation Operator.</p>
<p>$$ <p>$$
out = begin{cases}</p> out = begin{cases}</p>
...@@ -4440,7 +4440,7 @@ Duplicable: False Optional: False</li> ...@@ -4440,7 +4440,7 @@ Duplicable: False Optional: False</li>
<h3>hard_sigmoid<a class="headerlink" href="#hard-sigmoid" title="Permalink to this headline"></a></h3> <h3>hard_sigmoid<a class="headerlink" href="#hard-sigmoid" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">hard_sigmoid</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">hard_sigmoid</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>HardSigmoid Activation Operator.</p> <dd><p>HardSigmoid Activation Operator.</p>
<p>Segment-wise linear approximation of sigmoid(<a class="reference external" href="https://arxiv.org/abs/1603.00391">https://arxiv.org/abs/1603.00391</a>), <p>Segment-wise linear approximation of sigmoid(<a class="reference external" href="https://arxiv.org/abs/1603.00391">https://arxiv.org/abs/1603.00391</a>),
which is much faster than sigmoid.</p> which is much faster than sigmoid.</p>
...@@ -4472,7 +4472,7 @@ Duplicable: False Optional: False</li> ...@@ -4472,7 +4472,7 @@ Duplicable: False Optional: False</li>
<h3>swish<a class="headerlink" href="#swish" title="Permalink to this headline"></a></h3> <h3>swish<a class="headerlink" href="#swish" title="Permalink to this headline"></a></h3>
<dl class="function"> <dl class="function">
<dt> <dt>
<code class="descclassname">paddle.fluid.layers.</code><code class="descname">swish</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span></dt> <code class="descclassname">paddle.fluid.layers.</code><code class="descname">swish</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
<dd><p>Swish Activation Operator.</p> <dd><p>Swish Activation Operator.</p>
<p>$$out = frac{x}{1 + e^{- beta x}}$$</p> <p>$$out = frac{x}{1 + e^{- beta x}}$$</p>
<table class="docutils field-list" frame="void" rules="none"> <table class="docutils field-list" frame="void" rules="none">
......
Search.setIndex({docnames:["fluid/data_feeder","fluid/evaluator","fluid/executor","fluid/index","fluid/initializer","fluid/io","fluid/layers","fluid/nets","fluid/optimizer","fluid/param_attr","fluid/profiler","fluid/regularizer","index_en","overview","v2/config/activation","v2/config/attr","v2/config/evaluators","v2/config/layer","v2/config/networks","v2/config/optimizer","v2/config/pooling","v2/data","v2/data/data_reader","v2/data/dataset","v2/data/image","v2/model_configs","v2/run_logic"],envversion:50,filenames:["fluid/data_feeder.rst","fluid/evaluator.rst","fluid/executor.rst","fluid/index.rst","fluid/initializer.rst","fluid/io.rst","fluid/layers.rst","fluid/nets.rst","fluid/optimizer.rst","fluid/param_attr.rst","fluid/profiler.rst","fluid/regularizer.rst","index_en.rst","overview.rst","v2/config/activation.rst","v2/config/attr.rst","v2/config/evaluators.rst","v2/config/layer.rst","v2/config/networks.rst","v2/config/optimizer.rst","v2/config/pooling.rst","v2/data.rst","v2/data/data_reader.rst","v2/data/dataset.rst","v2/data/image.rst","v2/model_configs.rst","v2/run_logic.rst"],objects:{"paddle.v2":{image:[24,0,0,"-"]},"paddle.v2.image":{batch_images_from_tar:[24,1,1,""],center_crop:[24,1,1,""],left_right_flip:[24,1,1,""],load_and_transform:[24,1,1,""],load_image:[24,1,1,""],load_image_bytes:[24,1,1,""],random_crop:[24,1,1,""],resize_short:[24,1,1,""],simple_transform:[24,1,1,""],to_chw:[24,1,1,""]}},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"]},objtypes:{"0":"py:module","1":"py:function"},terms:{"0473v3":18,"0ab":17,"1st":6,"211839e770f7b538e2d8":18,"2nd":6,"32x32":23,"6th":23,"7eamaa":23,"boolean":6,"break":22,"byte":[22,24],"case":[6,17],"class":[0,1,2,6,9,14,15,16,17,18,19,20,22,23,26],"default":[5,6,7,10,15,16,17,18,19,20,22,23,24,26],"final":[6,17,18],"float":[6,7,15,16,17,19,22],"function":[6,7,11,17,18,22,23],"import":[16,17],"int":[6,7,15,16,17,18,22,23,24],"long":[6,17,18,22],"new":[6,17,22],"public":[6,23],"return":[5,6,7,11,15,16,17,18,20,22,23,24,26],"short":[17,18],"static":26,"true":[5,6,7,9,15,16,17,18,19,20,22,23,24,26],"var":[5,6],"while":[15,17,22],AWS:22,Abs:6,And:[6,16,17,19,22,23,24,26],But:[6,17,18,22],EOS:17,For:[6,16,17,18,19,22,26],IDs:[6,23],Its:[16,17],NMS:17,NOT:6,One:[6,16,18,26],That:[17,22],The:[5,6,7,10,13,14,15,16,17,18,19,22,23,24,26],Their:17,Then:[6,17,18],There:[6,16,17,23,26],These:[6,16,24],Use:[6,16,22],Used:[9,18],Using:6,Will:[22,26],With:[17,18],__gradient_machines__:26,__param_conf__:26,__tmp_params__:26,_link:18,_proj:17,abbrevi:24,abc:17,abl:17,about:[6,18,24],abov:[6,16,17],abs:18,acceler:17,accept:[6,15,17,22],access:[6,17,18],accord:[6,16,17,24],accordingli:[16,17],accumul:1,accuraci:16,acl2016:23,across:[17,22],act:[6,7,17,18],actgat:6,activ:[6,7,18,25],activi:18,actnod:6,actual:[6,17],adagradoptim:8,adamaxoptim:8,adamoptim:8,adapt:[6,16,19,26],add:[6,10,11,17,18,22,26],added:[6,16,17,23,26],addit:[17,18],addtolay:17,affect:[6,17],after:[6,17,18,23,24],age:23,agg_level:17,alex:6,algorithm:[6,17,19],alia:[4,6,8,11,14,15,17],alias:6,align:[17,18,22],all:[5,6,7,15,16,17,26],alloc:15,almost:6,along:[6,7,17,24],alpha:6,alreadi:[6,10],also:[6,9,13,17,18,23],although:10,alwai:[6,17,18,26],among:6,amount:6,ani:[6,9,17,18,22],anoth:[6,17,22,26],anthor:6,anyth:22,apart:6,api:[23,26],append:[6,26],append_batch_s:6,append_gradient_machin:26,appli:[6,11,17],applic:10,approach:17,approxim:6,arbitrari:17,archiv:[6,23],arg:[2,10,16,18],arg_nam:17,argmax:6,argument:[6,10,17,22,24],around:17,arrai:[6,15,17,22,24,26],arrang:6,arrari:6,articl:[6,23],arxiv:[6,18],as_row_vector:17,assign:[7,16,17],assum:[6,16,17],att_seq:18,attach:18,attend:18,attended_sequ:18,attenion:18,attent:[7,17,18],attr1:17,attr2:17,attr:[6,15,17,18],attribut:[6,17,18,25],author:23,automat:[6,17],avail:[13,23],ave:10,averag:[1,6,10,16,17,20,26],avg_x:6,avgpool:17,avoid:6,axi:[6,17],axis:17,back:[6,17,26],background:[16,17],background_id:[16,17],backward:[6,11,14,17,18],baidu:6,base:[6,13,16,17,20,22,23],baseactiv:18,baseev:26,basenam:16,basepoolingtyp:[17,18],basestr:[15,16,17,18,20,26],basic:[17,26],batch:[1,6,7,17,18,22,24,26],batch_id:26,batch_images_from_tar:24,batch_norm_lay:18,batch_norm_typ:17,batch_ref:6,batch_siz:[6,22],batchnorm:6,batchsiz:17,bbox:16,bcd:17,bcebo:23,beam:[6,17],beam_gen:17,beam_search:26,beam_siz:[6,17],becaus:[16,17,23],becom:6,been:[6,17,18],befor:[6,17,18],begin:[6,10,16,17],begin_norm_axi:6,beginiter:26,beginpass:26,behavior:6,being:6,belong:[16,17],below:6,benefit:18,besid:[9,17,23],beta1:19,beta2:19,beta:6,better:[13,18],between:[6,16,17,24,26],bgr:24,bi_gru:18,bi_lstm:18,bia:[6,17,18],bias:[6,17],bias_attr:[6,17,18],bias_initi:6,bias_param_attr:18,bidirect:[17,18],bigger:6,bilinear:17,bilinear_interpol:17,binari:[6,16,17,22],bioinf:6,blank:[6,17],blob:23,block:[6,17],block_i:[6,17],block_x:[6,17],blockdesc:11,bn_bias_attr:18,bn_layer_attr:18,bn_param_attr:18,book:23,booktitl:23,bool:[5,6,15,16,17,18,19,20,22,23,24,26],boot:[6,17],boot_bia:17,boot_bias_active_typ:17,boot_with_const_id:17,bos_id:17,both:[6,10,14,15,17,18,24],bottom:26,bound:[6,17],boundri:16,box:17,branch:[6,17],broadcast:6,buf_siz:22,buffer:22,buffer_s:22,bufsiz:22,build:[5,17,23],build_dict:23,cacul:18,calcul:[6,16,17,18],call:[6,10,16,17,18,22,26],callabl:[5,15,17,22,23],callback:13,can:[5,6,7,9,10,15,16,17,18,22,23,24,26],candid:[6,17],candidate_activ:6,captur:17,care:18,caret:26,carri:6,cat:[22,24],categori:[17,23],categorig:23,cde:17,cdn:23,ceil:17,ceil_mod:17,cell:[6,17,18],cell_activ:6,cell_t_prev:6,cell_valu:6,center:24,center_crop:24,ceph:22,certain:6,chain:22,challeng:17,chang:[17,23],channel:[6,17,18,24],channel_shar:17,check:22,check_align:22,choic:6,choos:6,chosen:6,chunk:6,chunk_ev:1,chunk_schem:[1,6,16],chunktyp:16,chw:24,cite:23,clarifi:[6,16],classdim:6,classic:17,classif:[6,17],classifi:17,classification_error_evalu:16,classification_evalu:16,clear:[10,16],client:6,clip:[15,18],clipbynorm:6,clock:17,clone:17,cloud_read:22,cluster:[22,26],cmu:6,cnn:[6,17],code:[17,22],coeff:17,collect:[17,23,26],color:24,colour:23,column:[6,16,17],column_evalu:16,com:[6,17,18,23],combin:[16,17,18,22,26],comma:[6,10,26],command:[10,22],comment:6,common:24,compat:7,compil:17,complet:[6,17,18,23,26],complex:[6,18],complic:17,compos:[7,13,22],composenotalign:22,comput:[1,6,7,10,13,17,18],computation:17,concaten:[6,17,18],concept:[13,16],conckerneltrac:10,cond:6,condit:[6,17],conf:17,confid:17,confidence_threshold:17,config:[10,15,17],config_bas:[16,17,26],configur:[6,12,13,17,26],confus:24,conll:23,connect:[6,18],connectionist:[6,17],consequ:[17,18],consid:[16,17],consider:[17,18],consist:[6,16,17,23,24],constant:[6,17],constantiniti:[4,6],construct:[6,16],constructor:6,contain:[6,16,17,18,20,22,23,24,26],content:6,context:[6,7,17,18,23],context_attr:18,context_len:[17,18],context_proj_layer_nam:18,context_proj_param_attr:18,context_project:18,context_start:[17,18],continu:16,contrast:[6,17],control:[13,15],conv:[6,18],conv_act:18,conv_batchnorm_drop_r:18,conv_bias_attr:18,conv_filter_s:18,conv_layer_attr:18,conv_num_filt:18,conv_op:17,conv_pad:18,conv_param_attr:18,conv_strid:18,conv_with_batchnorm:18,convent:6,convert:[6,23],convlay:17,convlution2d:6,convolut:[6,7,17,18,22],convolution2d:6,convoper:17,convproject:17,convtranslay:17,convtransproject:17,copi:[6,26],core:[6,15],corespond:6,corpu:23,correct:[6,17],correctli:[16,22],correspend:6,correspond:[5,6,7,17],cos:17,cosin:[6,17],cost:[6,26],cost_id:17,could:[17,22,26],count:[6,16],counter:[1,10],cours:16,covari:17,cpu:[6,10,15,17],cpuplac:10,creat:[6,11,15,22,23,26],creator:[22,23],crop:24,crop_siz:24,crope:24,cross:[6,17],cross_entropi:17,cross_entropy_with_selfnorm:17,csv:10,ctc:[6,16],ctc_evalu:16,cuda:10,cudaplac:10,cudnn:[6,17,20],cudnn_batch_norm:17,cudnn_conv:17,cudnn_convt:17,cudnnavginclpadpool:17,cudnnavgpool:17,cumul:17,current:[6,17],custom_neg_class:6,cut:22,cut_lin:22,cutoff:23,cv2:24,cyclic:17,data:[5,12,13,16,23,24,26],data_feed:3,data_fil:24,data_layout:6,data_read:22,data_typ:[22,23],databas:23,datadim:17,datasci:17,dataset:[6,12],dataset_nam:24,datatyp:23,dcs:23,decai:[11,19],decar:22,decayedadagradoptim:8,declar:6,decod:[6,17,18],decoder_prev:18,decoder_st:18,deconv:17,deconvolut:17,decor:22,deep:[6,17],def:[17,22],defalut:[6,10],default_initi:6,default_main_program:5,defin:[13,17,18,22,26],degener:6,degre:17,delet:6,delimit:16,delta:17,delv:17,demo:[17,23],denot:6,dens:[17,22],dense_arrai:22,dense_vector:22,dense_vector_sequ:22,depend:6,deploi:17,deprec:17,deriv:14,descend:6,descent:17,describ:[5,13],descript:[16,23],deseri:26,design:[6,13,17,22],desir:22,destin:6,det_output:16,detail:[6,13,15,16,17,18,19,23],detect:6,detection_evalu:16,detection_output:16,determin:[6,17,22],deviat:15,devic:15,device_count:6,device_typ:6,devid:17,diagon:6,dic:24,dict:[16,23,26],dict_fil:16,dict_siz:[6,23],dictionari:[6,16,17,23,26],differ:[6,10,13,16,17,26],difficult:16,digit:17,dilat:[6,17],dilation_h:6,dilation_i:17,dilation_w:6,dim:[6,7,9,17,22],dimens:[6,7,9,14,17,18,20,22],dimension:[6,17],dimes:17,direct:[6,17,18,24],directli:18,directori:[5,17],dirnam:5,disabl:6,discard:22,discount:17,discret:17,dispens:6,displac:6,dissimilar:6,distanc:[6,16,17],distribut:[6,17],div:6,divid:[6,17,19],divis:6,divisor:6,doc:22,document:[6,17,18],doe:[6,18],doesn:[15,17,22],don:18,done:[16,17,18],dot:[7,17,18],dotmuloper:17,dotmulproject:17,doubl:6,download:23,drop:[6,7,17,18],drop_rat:15,drope:6,dropout:[7,15,18],dropout_prob:6,dropout_r:[6,7,17],dtype:6,dummi:26,duplic:6,dure:[5,6,17,18],dynam:6,dyogatam:6,each:[6,7,16,17,18,20,22,23,26],each_feature_vector:14,each_time_step_output:14,eas:22,easi:13,edg:24,edit:[6,16],editdist:6,edu:[6,23],effect:[6,17,26],effici:17,efg:17,either:[6,17,18,22,26],elem_dim:17,elememt:17,element:[6,16,17,18,22,24,26],elementwis:[6,7],elliott:23,embedding_nam:17,embedding_s:17,empir:[6,17],empti:[6,16,22],enabl:[6,15,17],enableonstart:10,enc_proj:18,enc_seq:18,encod:18,encoded_proj:18,encoded_sequ:18,encoder_last:17,encount:6,end:[6,10,16,17,23,26],end_id:6,end_po:17,endforwardbackward:26,enditer:26,endpass:26,endpoint:[6,22],english:[17,23],ensembl:18,entir:[17,18,23],entiti:16,entri:[6,22],entropi:[6,17],enumer:14,eos_id:17,epsilon:[6,17,19],equal:[6,7,17,18],equat:[6,16,17,18,19],error:[6,13,15,16,17,18],error_clipping_threshold:15,espeaci:6,especi:[5,17,18],essenti:17,estim:[6,17],etal:[6,23],etc:[6,16,22],etcd:[22,26],etcd_endpoint:22,euclidean:17,eval:16,evalu:[3,6,13,17,25,26],evaluate_difficult:16,event:[10,13],event_handl:26,everi:[6,16,17,18,22],exactli:[17,18],exampl:[6,7,16,17,18,22,23,24,26],example_read:22,exceed:17,except:[9,11,17,23],exclud:17,exclude_mod:17,exclude_param:26,excluded_chunk_typ:[1,6,16],exclus:6,exconv:17,exconvt:17,exdb:23,execut:[6,10,17],executor:[3,5],exist:6,expand:6,expand_a:17,expand_level:17,expandconvlay:17,expans:17,expect:17,explain:[6,16],explan:[6,17],explor:17,expon:17,exponenti:[6,14],expos:13,extend:16,extra:[9,15,17,18],extra_lay:26,extraattr:15,extraattribut:17,extraattributenon:17,extract:[6,16,17],extralayerattribut:[15,18],extralayeroutput:18,extrem:17,fact:6,factor:[6,15,17,19],factor_s:17,fals:[6,15,16,17,18,19,22,23],familiar:13,fan_in:6,fast:17,faster:[6,17,18],fault:26,fc_act:18,fc_attr:18,fc_bias_attr:18,fc_layer_nam:18,fc_mat:26,fc_out:6,fc_param_attr:18,featur:[6,14,17,22,23],feed:[5,13,18,26],feed_list:0,feed_target_nam:5,feeded_var_nam:5,feeder:22,fetch:23,fetch_target:5,fewer:[6,17],fg0:17,field1:26,field2:26,field:[9,17,23,26],file:[5,10,16,17,22,23,24,26],file_typ:22,filenam:24,fill:17,filter:[5,6,17,18],filter_s:[6,7,17,18],filter_size_h:6,filter_size_i:17,filter_size_w:6,filter_strid:6,find:[6,17],fine:15,finish:6,first:[6,10,17,26],first_n:6,firstli:[16,17],firstn:22,fit:[5,23],fix:[6,15,17],flag:[6,10,17,23],flatten:6,flexibl:[10,17,18],flip:24,float32:[6,22],float64:6,float_16:6,floor:17,flow:6,fluid:[0,1,2,4,5,6,7,8,9,10,11,12],follew:6,follow:[6,7,16,17,18,19,22,23,24,26],forc:6,force_cpu:6,forget:[6,19],forget_bia:6,fork:17,form:[6,17,18],format:[6,10,16,22,23,24,26],formul:6,formula:[6,17,18,19],formular:17,forward:[6,14,17,18],forward_proj:6,forwardbackward:26,four:[6,16],fourth:6,frac:6,frame:16,frank:23,free:23,frequenc:23,from:[1,5,6,10,16,17,18,22,23,24,26],from_no_sequ:17,from_sequ:17,from_tar:26,fuction:10,full:[6,17],full_matrix_project:18,fulli:6,fullmatrixproject:17,fully_matrix_project:18,func:22,funciton:[6,18],further:17,furthermor:6,futur:[6,17],future_context_s:6,gain:[6,17],gate:[6,7,17,18],gate_act:[17,18],gate_activ:6,gate_attr:17,gate_bias_attr:17,gate_param_attr:17,gate_recurr:17,gate_v:6,gather:[6,17],gauss:15,gen:17,gender:23,gener:[16,17,18,22,26],generated_word_embed:17,generatedinput:17,gereat:16,german:23,germani:23,get:[5,6,16,17,23,26],get_dict:23,get_embed:23,get_grad:26,get_lin:22,get_movie_title_dict:23,get_shap:26,get_var:6,get_word_dict:23,getlayeroutput:26,gist:18,github:[6,18,23],give:6,given:[6,7,17,22,26],global:[6,11,15],global_learning_r:15,global_pool:6,global_step:6,goe:18,googl:6,gpu:[10,15,17,20],gpustarttimestamp:10,gradient:[6,11,15,16,17,19,26],gradient_clip:9,gradient_clipping_threshold:15,gradient_evalu:16,gradient_machin:26,gradientmachin:26,grai:24,grandient:26,graph:[6,17,26],greater:[6,17],greedi:6,gridsize3d:10,ground:[6,16,17],group:[6,13,18],grouplen:23,gru:[6,17],gru_bias_attr:18,gru_layer_attr:18,gru_memori:18,gru_param_attr:18,gru_step_lay:18,grumemori:18,gserver:17,guid:10,gutmann10a:6,h_0:6,h_f:6,half:[6,7,17],handl:22,handler:26,happen:6,hardshrink:6,hardsigmoid:6,has:[6,7,10,13,16,17,18,23],has_kei:26,has_selected_colum:17,have:[6,7,10,17,18,22],hdf:22,head:7,height:[6,17,22,24],help:[6,13,17],helper:6,here:[6,7,9,15,16,17,18,22],heurist:17,hidden:[6,17,18],hidden_dim:6,hidden_s:18,hidden_t_prev:6,hidden_v:6,hidden_valu:6,hierarch:17,high:[13,15],highest:22,highli:23,histori:19,hook:15,hookattr:15,hookattribut:15,horizont:[17,24],hot:6,hous:23,how:[6,15,17],howev:[6,17,18],html:23,http:[6,17,18,23],huber:17,human:17,hwc:24,hyp:6,hyper:17,hyperparamet:17,hyperplan:22,hypothesi:6,iclrworkshop2016:6,ics:23,id_input:16,ident:[6,17],identifi:17,identityoffsetproject:17,identityproject:17,ids:[6,16,17],ignor:[5,6,17],ignored_token:6,illustr:[6,16],im2col:6,imag:[6,20,21,22,23],image_h:6,image_w:6,imagenet:17,imageri:17,img2label:24,img:[17,18],img_conv_lay:18,img_pool_lay:18,implement:[6,7,11,17,18,22],improv:17,in_fals:6,in_plac:6,in_tru:6,includ:[6,16,17,18,23,24],inclus:6,incorpor:17,incorrect:17,inde:22,independ:[6,17],index:[6,16,17,20,22,23,26],indexslot:17,indiact:6,indic:[6,9,16,17,23],infer:[5,6,12,13,24],info:[16,17,23],infom:17,inform:[6,17,23,26],inherit:10,init:[6,15,26],init_batch_dim_idx:6,init_from_tar:26,init_valu:6,initi:[3,6,9,15,17,18,23,26],initial_max:15,initial_mean:[15,17],initial_min:15,initial_std:[15,17],inlcud:18,inner:17,inner_param_attr:18,inproj_attr:17,inproj_bias_attr:17,inproj_param_attr:17,input1:[17,18],input2:17,input:[1,5,6,7,14,16,17,18,20,22,24,26],input_conf:17,input_dim_idx:6,input_dtyp:6,input_featur:14,input_id:17,input_imag:18,input_loc:17,input_proj_bias_attr:18,input_proj_layer_attr:18,input_seq:[6,17],inputtyp:22,insert:6,insid:[16,18],instal:[6,17],instanc:[6,17],instead:[17,18,20],int32:6,int64:6,integ:[6,16,17,22],integer_valu:22,integer_value_sequ:22,integr:[6,16],inter:[6,17],interact:17,intercept:17,interfac:[10,12,13,15,17,18,26],intergr:17,intermedi:6,intern:[13,17,18,26],interpret:[6,16],interv:6,introduc:[17,24],invok:[17,26],iob:16,ioe:16,ipt:17,is_bia:6,is_color:24,is_loc:26,is_revers:6,is_scalar_condit:6,is_seq:17,is_spars:6,is_stat:15,is_test:6,is_train:24,issu:6,issuecom:6,item:[6,17,22,26],iter:[17,18,19,22,26],its:[6,17,18,26],jku:6,jmlr:6,job:23,job_id:23,jointli:18,jpg:24,jth:18,judg:17,just:[6,14,16,17,18,23],keep:[6,17,22,24],keep_dim:6,keep_top_k:17,kei:[7,10,23,24,26],kept:17,kernel:[6,10,17],keyword:6,kitten:6,know:6,kriz:23,krizhevski:6,ksimonyan:18,kvp:10,kwarg:[1,6,9,18,19,22],kwd:[2,10],l1_rate:15,l1decayregular:11,l2_rate:15,l2_sim:17,l2decayregular:11,label:[1,6,16,17,22,23,24,26],label_dim:17,lambda:6,lambdacost:17,lambdarank:17,lang:23,languag:[7,17,23],larg:[6,20,23],larger:[15,16,17],largest:6,last:[6,16,17,18],last_time_step_output:17,latenc:17,latent:17,latest:17,layer1:[17,18],layer2:17,layer3:17,layer:[3,13,15,16,18,20,22,25,26],layer_attr:17,layer_typ:17,layerhelp:6,layeroutout:17,layeroutput:18,layout:24,lbl:16,leakyrelu:6,learn:[6,7,15,16,17,18,19,23],learnabl:[6,7,17,26],learning_r:[9,15],least:[6,16],lecun:23,left:[6,17],left_right_flip:24,len:[6,17],length:[6,17,18,22,23,24],less:[6,17],lesser:6,let:[6,16,17],level:[6,13,15,17],levenshtein:6,librari:[6,17],like:[6,16,17,22,23],limit:[6,17,22],line:[10,16,22],line_break:22,linear:[6,7,17],linearli:6,link:[6,17,18],linux:22,list:[6,10,11,16,17,18,22,24,26],listen_and_serv:6,load:[5,24],load_and_transform:24,load_file_nam:5,load_imag:24,load_image_byt:24,loc:16,local:[6,15,26],locat:[6,17,26],lod:6,lod_level:6,lod_rank_table_obj:6,lod_tensor:6,lod_tensor_aarri:6,lod_tensor_arrai:6,lodrankt:6,lodtensor:[6,7],lodtensorarrai:6,logarithm:[6,14],logist:6,logit:6,look:[6,16],lookahead:[6,17],lookup:6,loss:[6,17],low:17,lower:[6,17],lstm:[6,17],lstm_bias_attr:18,lstm_cell_attr:18,lstm_group:18,lstm_layer_attr:18,lstm_step:18,lstm_unit_op:6,lstmemori:18,lstmemory_group:17,lstmp:6,ltr:17,machin:[17,18,23,26],made:23,mai:[6,10,17,18],main:6,main_program:[5,6],maintain:17,make:[6,13,16,17],manag:26,mandarin:17,mani:[18,24],manner:17,map:[7,16,17,22,26],map_read:22,mapper:22,margin:6,mark:23,mask:[6,15,17],master:23,mat_param_attr:18,match:6,math:[6,18],matirx:17,matric:6,matrix:[6,7,16,17,18,22,26],max:[6,7,10,15,17,22,23],max_id:[17,26],max_job_id:23,max_length:17,max_movie_id:23,max_norm:6,max_seq_len:6,max_sort_s:17,max_user_id:23,max_x:6,maxframe_evalu:16,maxid:16,maxid_evalu:16,maxim:17,maximum:[6,10,16,17,23],maxinum:20,maxpool:17,mchw:6,md5:23,mean:[10,15,16,17,18,19,20,22,24,26],mean_op:6,mean_var_nam:17,measur:6,mechan:[7,17,18],mem:[6,17],member:[17,23],memor:17,memori:[6,18],memory_boot:18,memory_nam:17,mention:6,mere:18,merg:[6,17],messag:6,method:[13,17,19,26],might:17,million:23,min:[6,10,15,17],min_word_freq:23,mini:[1,6,17,22,26],minibatch:[6,17],minimum:[6,10,17],mismatch:6,mix:18,mixed_lay:18,mixed_layer_attr:18,mixedlayertyp:17,mkldnn:17,mkldnn_batch_norm:17,mmt16_task1_test:23,mode:[10,17,26],model:[5,6,7,12,13,17,18,23,26],modern:13,modifi:[11,17],modul:[18,23,26],modulo:17,moment:6,momentum:[6,15],momentumoptim:8,mono:17,more:[6,10,13,16,17,18,22,23],mose:23,mosesdecod:23,most:[17,22,26],move:17,movi:23,movie_categori:23,movie_info:23,movie_review:23,movieinfo:23,moving_average_fract:17,moving_mean_nam:6,moving_variance_nam:6,much:[6,17],mul_op:6,mul_ratio:17,multi30k:23,multi:[7,17],multi_binary_label_cross_entropi:17,multidimension:6,multilingu:23,multimod:23,multinomi:17,multip:7,multipl:[1,6,7,16,17,18,22,26],multipli:[6,16,17],multiprocess:22,must:[6,14,16,17,18,22,24],mutual:6,myfil:22,name:[5,6,9,10,15,16,17,18,20,24,26],nativ:[6,17],natur:6,nchw:[6,17],ndarrai:[6,24,26],ndcg:17,ndcg_num:17,necessari:17,need:[5,6,7,11,16,17,18,22],neg:[6,16,17],neg_distribut:17,neg_overlap:17,neg_pos_ratio:17,neglect:17,neither:17,ner:16,nest:[17,22],net:[3,6,17,18],network:[6,7,15,16,17,22,25,26],neural:[6,17,18,22,26],neuron:6,never:22,new_dim:6,next:[17,23],ngram:23,nine:23,nlp:17,nltk:23,nms_threshold:17,nms_top_k:17,no_sequ:17,node:17,nois:[6,17],noisi:17,non:[6,17],none:[0,1,5,6,7,9,10,11,15,16,17,18,19,20,24,26],nontranspos:6,norm:[6,18],norm_by_tim:[6,17],normal:[6,9,17,18,23],normaliniti:4,normalizaiton:6,normliz:6,notat:17,note:[6,15,17,18,20,23,24,26],noth:[14,26],notic:17,now:22,np_arrai:22,num:[17,18],num_channel:[17,18],num_chunk_typ:[1,6,16],num_class:[6,17,18],num_col_dim:6,num_filt:[6,7,17,18],num_flatten_dim:6,num_head:7,num_neg_sampl:[6,17],num_or_sect:6,num_pass:26,num_per_batch:24,num_repeat:17,num_result:16,num_results_per_sampl:17,num_total_class:6,num_true_class:6,number:[1,6,7,10,16,17,18,22,23,24],numchunktyp:16,numer:17,numofallsampl:16,numofwrongpredict:16,numpi:[6,15,22,24,26],numtagtyp:16,obei:16,object:[6,15,17,18,22,26],observ:17,obtain:[6,17],occur:[23,26],odd:17,odoti:6,offici:17,offset:[6,17],often:17,older:6,omit:6,onc:17,one:[6,10,14,16,17,18,20,22,26],onli:[6,16,17,18,20,24,26],onlin:[17,19],onto:6,open:[6,17,24],opencv:24,oper:[6,10,11,17,18,22,24],operand:6,opposit:6,optim:[3,11,13,15,25,26],optimizer_mod:6,option:[6,10,16,17,23],order:[6,10,17,18,22,24,26],ordereddict:26,orderli:6,org:[6,16,17,18,23],organ:[16,17],origin:[5,6,13,17,18,22,23],other:[6,10,16,17,18,22],otherchunktyp:16,otherwis:[6,10,17,22,23,24,26],our:6,out:[6,17,26],out_fals:6,out_left:17,out_memori:18,out_right:17,out_size_i:17,out_size_x:17,out_tru:6,outer:17,outlier:17,outout_lay:26,outout_layer1:26,outout_layer2:26,output:[1,6,7,10,14,15,16,17,18,20,22,26],output_:17,output_dim_idx:6,output_dtyp:6,output_fil:10,output_height:6,output_id:17,output_lay:26,output_max_index:20,output_mem:17,output_mod:10,output_s:6,output_width:6,outputh:17,outputw:17,outsid:[17,18],over:[6,17,18,26],overfit:6,overflow:6,overlap:[16,17],overlap_threshold:[16,17],overview:12,own:[6,17],packag:[22,23],pad:[6,18],pad_c:17,pad_h:17,pad_w:17,padding_attr:17,padding_down:6,padding_h:6,padding_i:17,padding_idx:6,padding_left:6,padding_right:6,padding_up:6,padding_w:6,padding_x:17,paddl:[0,1,2,4,5,6,7,8,9,10,11,13,14,15,16,17,18,19,20,22,23,24,26],paddlepaddl:[6,13,17,18,22,23,24,26],page:23,pair:[6,7,10,11,16],pairwis:17,paper:[6,17,23],parallel:6,parallel_nn:15,param:[5,6,15,17,18,22],param_attr:[3,6,7,17,18],param_initi:6,paramattr:[6,15,17],paramet:[5,6,7,10,11,13,16,17,18,19,20,22,23,24,25],parameter_learning_r:15,parameter_nam:26,parameterattribut:[15,17,18],parameters_and_grad:11,parametr:17,pars:[22,23],parser:22,part:[6,7,16,17],partial:[17,26],partial_sum:17,pass:[6,17,26],pass_gener:17,pass_id:26,patch:6,path:[5,16,22,23,24,26],pattern:23,pdf:[6,18],peephol:6,per:[6,16,17,23,24],perform:[6,17,18],perl:23,perm:6,permut:6,peroid:[17,24],persist:[5,6],person:16,phase:6,phrase:[6,13],pick:6,piec:18,pil:24,pipe:22,piperead:22,pixel:[17,22,23],place:[0,2,6,10],plain:[16,17,22],platform:13,pleas:[6,15,17,18,19,23,24],plu:17,point:6,polar:23,polici:6,polit:6,pool:[6,18,25],pool_attr:18,pool_bias_attr:18,pool_layer_attr:18,pool_pad:[6,18],pool_siz:[6,7,17,18],pool_size_i:17,pool_strid:[6,7,18],pool_typ:[6,7,17,18],pooled_height:17,pooled_width:17,pooling_lay:18,pooling_typ:17,poolingtyp:20,port:6,posit:[6,16,17,18],positive_label:16,pre:[17,18,23],pre_id:6,pre_mem:6,precis:[1,6,16],precision_evalu:16,predetermin:17,predic:[5,23],predict:[6,16,17,26],predict_lay:26,prediction1:26,prediction2:26,prefix:[6,16,18],prepend:6,preprocess:[23,24],prev_cel:6,prev_cell_data:6,prev_hidden:6,prev_hidden_data:6,prevent:[6,19],previou:[6,10,17,18,26],previous:17,price:23,principl:6,print:[10,15,26],print_phas:6,print_tensor_lod:6,print_tensor_nam:6,print_tensor_shap:6,print_tensor_typ:6,printer:16,priorbox:17,prite:16,prob:[16,26],probabalist:6,probabilist:17,probabl:[6,16,17,26],problem:17,proce:22,proceed:[6,23],process:[6,15,17,18,22],process_num:22,produc:[6,17,18,22],product:[6,7,17,18],profil:3,program:[0,5,6,10,22],proj:17,proj_activ:6,proj_dim:6,proj_out:6,proj_siz:6,project:[6,7,17,18],promis:[17,18],propag:[17,19],propos:[6,13],proto:20,protobuf:26,protocol:16,provid:[6,13,17,23],prune:[5,17],pserver:26,pserver_spec:26,pub:6,purpos:17,pyramid:17,pyramid_height:17,python:[6,23,26],queri:[7,16,17],query_id:16,quest:23,question:17,r_h_val:6,r_t:17,rais:[6,7,11,22],random:[6,15,17,22],random_crop:24,randomli:[6,24],rang:[6,17,22],rank:[6,17],rank_tabl:6,ranktabl:6,rate:[7,15,16,17,18,19,23],ratio:17,raw:[6,17],read:[6,22,24,26],reader:[12,13,23,26],reader_creator_random_imag:22,reader_creator_random_image_and_label:22,real:[6,17],rearrang:6,reason:18,recal:[1,6,16],receiv:6,recognit:17,recommend:[6,18],record:[10,22],recordio:[22,23],rectifi:17,recurr:6,recurrent_group:18,recurrent_lay:18,recurrentgroup:16,redirect:22,reduc:[6,17],ref:6,ref_batch_dim_idx:6,refer:[6,7,10,15,17,18,19,24],reformul:6,regard:6,region:17,regress:17,regular:[3,6,9,15],rel:[6,18],relu:17,remain:6,remaind:6,rememb:17,remot:15,remov:[6,22],reorder:6,reorderlodtensorbyrankt:6,reorgan:17,repeat:6,replac:6,repositori:17,reprenset:6,repres:[6,17,18],represent:[6,17],requir:[16,17],research:[6,23],reserv:6,reset:[6,17],reshape_s:17,resid:6,resiz:24,resize_s:24,resize_short:24,respect:[6,7],respons:17,rest:6,result:[5,6,10,14,16,17,26],result_fil:16,return_seq:18,revers:[6,17,18,23],review:23,rgb:[17,24],rho:19,right:17,rnn:[6,17,18],rnn_step:17,rnnlm:23,robust:17,roi:17,role:23,root:[19,20],rot:17,row:[6,16,17,22],row_id:17,rtype:22,rule:[6,16],run:[6,13],runtim:10,sai:17,same:[6,7,11,16,17,18,26],samping_id:17,sampl:[6,16,22,23],sample_id:16,sample_num:16,sample_weight:6,satifi:16,save:[5,17,22,26],save_file_nam:5,save_parameter_to_tar:26,scalar:[6,17],scale:[7,14],scale_a:6,scale_b:6,scalingproject:17,scan:6,scatter:17,scheduler_factor:15,scheme:[16,19],scope:2,score:[1,6,16,17],script:23,search:[6,17],second:[6,17],see:[6,17,18,23],seed:6,seen:7,segment:[6,16],sel_fc:17,selcet:17,select:[6,17],selected_id:17,selected_indic:17,selectiv:17,selfnorm:17,semant:23,send_var:6,sensit:17,sentenc:[17,23],separ:[5,6,10,16],seper:6,seq0:6,seq1:6,seq2:6,seq3:6,seq:[17,23],seq_pool:17,seq_silc:17,seq_text_print:16,seq_typ:22,seqtext_evalu:16,seqtoseq:17,seqtoseq_net:17,sequenc:[6,14,16,17,18,20,22,23],sequence_group:17,sequence_nest_group:17,sequencesoftmaxop:6,sequencestartposit:17,sequencetextprint:16,sequencetyp:17,sequenti:17,seri:18,serial:26,server:6,set:[6,7,9,10,11,15,16,17,18,22,23,24,26],set_default_parameter_nam:15,set_input:17,sever:[13,16,17],sgd:26,sgdoptim:8,shape:[6,7,16,17,22,26],share:[6,17],shared_bia:18,shared_bias:17,shef:23,shift:[6,17],shorten:17,shorter:24,should:[6,7,10,15,16,17,22,24,26],show:[16,19],shown:[6,17],shrink_rnn_memori:6,shuffl:22,side:[6,17,26],sigma:6,sigmoid:[7,17],sigmoidactiv:18,sigmoidcrossentropywithlogit:6,sima:23,similar:[6,17],similarli:[17,22],simpl:[6,14,16,17,18,22,23,26],simple_lstm:17,simple_rnn:17,simple_transform:24,simpli:[17,24],sinc:[6,17,18],singl:[5,6,16,18,22],sinlg:26,sit:6,sitten:6,sittin:6,size:[6,7,16,17,18,22,23,24,26],size_a:17,size_b:17,slice0:6,slice1:6,slice2:6,slice3:6,slice:[6,17],sliceproject:17,slide:[17,19,23],slope:[6,17],slopeinterceptlay:17,small:[6,17,23],smaller:6,smooth:17,smt:23,soft:6,soft_label:6,softmax:[6,17,18],softmax_param_attr:18,softmax_selfnorm_alpha:17,softrelu:6,some:[6,13,15,17,22,24,26],some_lay:6,somedata:26,sometim:17,sort:[6,10,17,23],sorted_kei:10,sourc:[6,17,23],space:[16,17],space_seperated_tokens_from_dictionary_according_to_seq:16,space_seperated_tokens_from_dictionary_according_to_sub_seq:16,spars:[6,15,17,19,22],sparse_binary_vector:22,sparse_binary_vector_sequ:22,sparse_float_vector:22,sparse_float_vector_sequ:22,sparse_non_value_slot:22,sparse_upd:15,sparse_value_slot:22,spatial:17,spatial_scal:17,specia:23,special:[6,17,23],specif:[6,7,23,26],specifi:[5,6,10,16,17,23],speech:17,speed:[17,18],split:[7,17,22],sport:6,sqrt_x:6,squar:[17,19,20],src_dict_siz:23,src_lang:23,srl:23,ssd:17,stabil:[6,17],stack:6,stackexchang:17,stand:6,standard:[6,15,22],stanford:23,start:[6,17,18,23,26],start_po:17,startup:6,startup_program:6,state:[6,10,17,18],state_act:[17,18],staticinput:17,statist:[6,17],statmt:23,statu:6,std:26,stdout:22,step1:6,step:[6,17,18,20],stochast:19,stop:17,stop_gradi:6,store:[6,16,17,23,26],str:[6,24,26],strategi:20,stream:22,streamid:10,street:17,stride:[6,17,18],stride_h:6,stride_i:17,stride_w:6,stride_x:17,string:[6,10,16,17,22,23,24,26],style:17,sub:[6,16,17,22],sub_nest_seq:17,sub_sequ:17,subgradi:19,subscript:6,subsequ:17,subsequenceinput:17,subset:6,substitut:6,success:17,suggest:17,sum:[7,17,19],sum_x:6,sume:6,summar:6,summat:6,suppli:6,support:[6,15,16,17,19,20,22,24],suppos:[6,7,18],suppress:17,sure:6,surpass:17,symbol:17,t_max:6,t_min:6,tabl:[6,16,17],tableproject:17,tag:[16,23],tagtyp:16,take:[6,16,17,18,22,26],taken:17,tanh:[17,18],tanhactiv:18,tanhshrink:6,tar:[23,24,26],target:[6,17,23,26],target_dictionary_dim:17,target_language_embed:17,target_var:5,targetinlink:17,task1:23,task:[6,16,17,23],techniqu:6,technolog:6,tell:10,tempor:[6,17],tensor:7,term:[6,17,18],test100:23,test10:23,test:[6,13,17,22,23,24,26],testresult:26,text:[6,16,18,22],text_fil:22,tgz:23,than:[6,15,16,17,18],thehalf:6,thei:[6,17],them:[6,16,17,18,24],therein:[6,17],thi:[5,6,10,11,15,16,17,18,19,22,23,24,26],third:[6,17],third_parti:17,those:17,thought:6,threadblocks:10,three:[6,7,16,17,23],threshold:[6,15,16,17],thresholdedrelu:6,through:[7,17],thu:[6,17],time:[6,10,17,18,20,22,26],timelin:17,timeout_sec:22,timer:10,timestamp:17,timestep:17,titl:23,to_chw:24,to_no_sequ:17,to_sequ:17,to_tar:26,todo:[16,22,23],toend:17,togeth:[17,18,22,26],token:[6,16,17,23],toler:26,too:23,top:[6,16,26],top_k:[6,16],topk_indic:6,topk_out:6,topolopi:26,toronto:23,total:[6,10,26],tractabl:17,tradit:17,trail:22,train100:23,train10:23,train:[6,12,13,15,16,17,22,23,24],trainabl:[9,17],transform:[6,17,18,24],transform_param_attr:18,transformed_st:18,translat:[17,18,23],transpos:[17,24],transpose_i:6,transpose_x:6,transposedfullmatrixproject:17,treat:[6,17],tree:17,trg_dict_siz:23,trim:17,truth:[6,16,17],tune:15,tupl:[6,17,18,22,23,24,26],ture:17,turn:[6,17],tutori:10,two:[6,7,16,17,18],type:[6,7,11,16,17,18,20,22,23,24,26],typic:16,uci:23,ufldl:[6,17],unchang:6,under:6,underli:6,unidirect:17,uniform:[6,15,17,22],uniforminiti:4,unit:[6,7,17,18],unitest:6,unk:23,unknown:[6,11,17,23],unless:6,unlik:[6,17],unnorm:6,unscal:6,unseg:17,unus:6,updat:[6,13,15,17,19],update_equ:26,update_hook:15,upper:17,url:[22,23],usag:[6,16,17,18,24,26],use:[6,10,13,15,16,17,18,20,22,23,24,26],use_cudnn:[6,7],use_etcd:26,use_global_stat:17,use_mkldnn:17,use_nccl:6,use_peephol:6,used:[6,10,16,17,18,19,20,22,23,24,26],useful:[17,18],user:[6,10,13,15,17,18,22,23,24,26],user_info:23,userinfo:23,uses:[6,17],using:[1,6,15,17,18,22,23,26],usual:[6,17,26],valid:[6,17,23,24],valu:[6,7,10,15,16,17,20,22,23,24,26],value_evalu:16,value_rang:22,valueerror:[6,7],vardesc:6,variabl:[5,6,7,19,22,23],varianc:[6,17],variant:17,vartyp:6,vec1:17,vec2:17,vecter:6,vector:[6,17,18,22,23],verb:23,veri:[17,20],version:[17,18,23],vertic:17,vgg:18,view:17,vision:23,visit:26,visual:17,vl16:23,vutbr:23,w_f:6,wai:[6,16,18],wang:6,want:[10,17],warn:26,warp:[6,17],warpctc:17,websit:23,weight:[6,7,9,11,16,17,18,19],weight_act:18,well:6,were:[6,16],what:[15,17],when:[6,7,15,16,17,19,22,26],whenev:6,where:[6,7,17,18,19],wherea:6,whether:[6,16,17,24,26],which:[5,6,7,9,10,15,16,17,18,22,23,24,26],while_op:6,whole:[16,22],whose:[6,17,22],why:18,width:[6,16,17,22,24],wiil:6,wiki:17,wikipedia:[17,23],window:[17,20,23],wise:[6,17,24],within:[6,17],without:[16,17],wmt16_files_mmt:23,wmt_shrinked_data:23,word:[16,17,23],word_idx:23,word_vector_dim:17,words_freq_sort:23,work:[6,17,22],workshop:23,would:[10,26],wrap:6,wrapper:18,write:[6,13,22],written:[6,10],www:[6,23],x_first_step:6,x_last_step:6,x_num_col_dim:6,x_reshap:6,x_t:6,x_t_data:6,x_transpos:6,xarg:16,xavier:6,xavieriniti:[4,6],xmap_read:22,y_num_col_dim:6,y_predict:6,yann:23,year:23,yeild:26,yield:22,you:[6,7,10,15,17,18,22,23,26],your:[17,22,23,26],yuyang18:[22,23],zero:[15,17,18,19,22,23],zip:23},titles:["data_feeder","evaluator","executor","Fluid","initializer","io","layers","nets","optimizer","param_attr","profiler","regularizer","API","V2 API Overview","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Model Configuration","Training and Inference"],titleterms:{"while":6,Abs:14,abs:6,accuraci:[1,6],activ:[14,17],adadelta:19,adagrad:[8,19],adam:[8,19],adamax:[8,19],addto:17,aggreg:17,aggregatelevel:17,api:[12,13],append_regularization_op:11,array_length:6,array_read:6,array_to_lod_tensor:6,array_writ:6,assign:6,attribut:15,auc:16,avg:20,basepool:20,batch_norm:[6,17],beam_search:[6,17],beam_search_decod:6,bidirectional_gru:18,bidirectional_lstm:18,bilinear_interp:17,block_expand:17,blockguard:6,blockguardserv:6,blockguardwithcomplet:6,brelu:[6,14],cast:6,ceil:6,check:17,chunk:16,chunk_ev:6,chunkevalu:1,cifar:23,classif:16,classification_error:16,classification_error_print:16,clip:[6,17],clip_by_norm:6,column_sum:16,concat:[6,17],conditionalblock:6,configur:25,conll05:23,connect:17,constant:4,context_project:17,control_flow:6,conv2d:6,conv2d_transpos:6,conv:17,conv_oper:17,conv_project:17,conv_shift:17,cos_sim:[6,17],cost:17,create_arrai:6,create_global_var:6,create_paramet:6,create_tensor:6,crf:17,crf_decod:[6,17],cross_channel_norm:17,cross_entropi:6,cross_entropy_cost:17,cross_entropy_with_selfnorm_cost:17,ctc:17,ctc_error:16,ctc_greedy_decod:6,cuda_profil:10,cudnnavg:20,cudnnmax:20,data:[6,17,21,22],data_feed:0,datafeed:[0,22],dataset:[21,23],datatyp:22,decayedadagrad:[8,19],detect:16,detection_map:16,detection_output:17,devic:6,dot_prod:17,dot_product_attent:18,dotmul_oper:17,dotmul_project:17,dropout:[6,17],dynamic_gru:6,dynamic_lstm:6,dynamic_lstmp:6,dynamicrnn:6,edit_dist:6,elementwise_add:6,elementwise_div:6,elementwise_max:6,elementwise_min:6,elementwise_mul:6,elementwise_pow:6,elementwise_sub:6,elu:6,embed:[6,17],eos:17,evalu:[1,16],event:26,executor:2,exp:[6,14],expand:17,expandlevel:17,factorization_machin:17,fill_const:6,fill_constant_batch_size_lik:6,first_seq:17,floor:6,fluid:3,full_matrix_project:17,fulli:17,gated_unit:17,get_inference_program:5,get_output:17,get_plac:6,global_scop:2,glu:7,gradient_print:16,group:17,gru:18,gru_group:18,gru_step:17,gru_unit:[6,18],grumemori:17,hard_shrink:6,hard_sigmoid:6,hsigmoid:17,huber_classification_cost:17,huber_regression_cost:17,ident:14,identity_project:17,ifels:6,im2sequ:6,imag:[17,18,24],imdb:23,img_cmrnorm:17,img_conv:17,img_conv_bn_pool:18,img_conv_group:18,img_pool:17,imikolov:23,increment:6,infer:26,initi:4,interfac:[21,22,24],interpol:17,kmax_sequence_scor:17,l1decai:11,l2_distanc:17,l2_normal:6,l2decai:11,lambda_cost:17,last_seq:17,layer:[6,17],layer_norm:6,leaky_relu:6,less_than:6,linear:14,linear_chain_crf:6,linear_comb:17,listenandserv:6,load_inference_model:5,load_param:5,load_persist:5,load_var:5,lod_rank_t:6,lod_tensor_to_arrai:6,log:[6,14],logsigmoid:6,lstm:18,lstm_step:17,lstm_unit:6,lstmemori:17,lstmemory_group:18,lstmemory_unit:18,math:17,matmul:6,max:20,max_sequence_len:6,maxframe_print:16,maxid:17,maxid_print:16,maxout:17,mean:6,memori:17,merge_lod_tensor:6,minibatch:22,mix:17,mnist:23,model:25,momentum:[8,19],movielen:23,mul:6,multi_binary_label_cross_entropy_cost:17,multibox_loss:17,multiplex:[6,17],nce:[6,17],net:7,network:18,nlp:18,norm:17,normal:4,ones:6,ops:6,optim:[8,19],out_prod:17,overview:13,pad:17,paralleldo:6,param_attr:9,paramattr:9,paramet:[15,26],pnpair:16,pool2d:6,pool:[17,20],pow:6,power:17,precision_recal:16,prelu:17,print:[6,16],profil:10,rank:16,rank_cost:17,reader:[21,22],reciproc:6,recurr:[17,18],recurrent_group:17,reduce_max:6,reduce_mean:6,reduce_min:6,reduce_sum:6,regular:11,relu6:6,relu:[6,14],reorder_lod_tensor_by_rank:6,repeat:17,reset_profil:10,reshap:[6,17],resiz:17,rmsprop:19,roi_pool:17,rotat:17,round:6,row_conv:[6,17],row_l2_norm:17,sampl:17,sampling_id:17,save_inference_model:5,save_param:5,save_persist:5,save_var:5,scale:[6,17],scale_shift:17,scaled_dot_product_attent:7,scaling_project:17,scope_guard:2,selective_fc:17,send:6,sentiment:23,seq_concat:17,seq_reshap:17,seq_slic:17,seqtext_print:16,sequence_conv:6,sequence_conv_pool:[7,18],sequence_expand:6,sequence_first_step:6,sequence_last_step:6,sequence_pool:6,sequence_reshap:6,sequence_softmax:6,sequencesoftmax:14,sgd:8,shrink_memori:6,sigmoid:[6,14],sigmoid_cross_entropy_with_logit:6,simple_attent:18,simple_gru2:18,simple_gru:18,simple_img_conv_pool:[7,18],simple_lstm:18,slice_project:17,slope_intercept:17,small_vgg:18,smooth_l1_cost:17,soft_relu:6,softmax:14,softplu:6,softrelu:14,softshrink:6,softsign:[6,14],split:6,split_lod_tensor:6,spp:17,sqrt:6,squar:[6,14],square_error_cost:[6,17],squarerootn:20,stanh:[6,14],staticrnn:6,staticrnnmemorylink:6,sub_nested_seq:17,sub_seq:17,sum:[6,16,20],sum_cost:17,sum_to_one_norm:17,swish:6,switch_scop:2,table_project:17,tanh:[6,14],tanh_shrink:6,tensor:[6,17],text_conv_pool:18,thresholded_relu:6,topk:6,train:26,trainer:26,tran:17,trans_full_matrix_project:17,transpos:6,uci_h:23,uniform:4,util:16,value_print:16,vgg_16_network:18,warp_ctc:17,warpctc:6,weightnormparamattr:9,whileguard:6,wmt14:23,wmt16:23,xavier:4,zero:6}}) Search.setIndex({docnames:["fluid/data_feeder","fluid/evaluator","fluid/executor","fluid/index","fluid/initializer","fluid/io","fluid/layers","fluid/nets","fluid/optimizer","fluid/param_attr","fluid/profiler","fluid/regularizer","index_en","overview","v2/config/activation","v2/config/attr","v2/config/evaluators","v2/config/layer","v2/config/networks","v2/config/optimizer","v2/config/pooling","v2/data","v2/data/data_reader","v2/data/dataset","v2/data/image","v2/model_configs","v2/run_logic"],envversion:50,filenames:["fluid/data_feeder.rst","fluid/evaluator.rst","fluid/executor.rst","fluid/index.rst","fluid/initializer.rst","fluid/io.rst","fluid/layers.rst","fluid/nets.rst","fluid/optimizer.rst","fluid/param_attr.rst","fluid/profiler.rst","fluid/regularizer.rst","index_en.rst","overview.rst","v2/config/activation.rst","v2/config/attr.rst","v2/config/evaluators.rst","v2/config/layer.rst","v2/config/networks.rst","v2/config/optimizer.rst","v2/config/pooling.rst","v2/data.rst","v2/data/data_reader.rst","v2/data/dataset.rst","v2/data/image.rst","v2/model_configs.rst","v2/run_logic.rst"],objects:{"paddle.v2":{image:[24,0,0,"-"]},"paddle.v2.image":{batch_images_from_tar:[24,1,1,""],center_crop:[24,1,1,""],left_right_flip:[24,1,1,""],load_and_transform:[24,1,1,""],load_image:[24,1,1,""],load_image_bytes:[24,1,1,""],random_crop:[24,1,1,""],resize_short:[24,1,1,""],simple_transform:[24,1,1,""],to_chw:[24,1,1,""]}},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"]},objtypes:{"0":"py:module","1":"py:function"},terms:{"0473v3":18,"0ab":17,"1st":6,"211839e770f7b538e2d8":18,"2nd":6,"32x32":23,"6th":23,"7eamaa":23,"boolean":6,"break":22,"byte":[22,24],"case":[6,17],"class":[0,1,2,6,9,14,15,16,17,18,19,20,22,23,26],"default":[5,6,7,10,15,16,17,18,19,20,22,23,24,26],"final":[6,17,18],"float":[6,7,15,16,17,19,22],"function":[6,7,11,17,18,22,23],"import":[16,17],"int":[6,7,15,16,17,18,22,23,24],"long":[6,17,18,22],"new":[6,17,22],"public":[6,23],"return":[5,6,7,11,15,16,17,18,20,22,23,24,26],"short":[17,18],"static":26,"true":[5,6,7,9,15,16,17,18,19,20,22,23,24,26],"var":[5,6],"while":[15,17,22],AWS:22,Abs:6,And:[6,16,17,19,22,23,24,26],But:[6,17,18,22],EOS:17,For:[6,16,17,18,19,22,26],IDs:[6,23],Its:[16,17],NMS:17,NOT:6,One:[6,16,18,26],That:[17,22],The:[5,6,7,10,13,14,15,16,17,18,19,22,23,24,26],Their:17,Then:[6,17,18],There:[6,16,17,23,26],These:[6,16,24],Use:[6,16,22],Used:[9,18],Using:6,Will:[22,26],With:[17,18],__gradient_machines__:26,__param_conf__:26,__tmp_params__:26,_link:18,_proj:17,abbrevi:24,abc:17,abl:17,about:[6,18,24],abov:[6,16,17],abs:18,acceler:17,accept:[6,15,17,22],access:[6,17,18],accord:[6,16,17,24],accordingli:[16,17],accumul:1,accuraci:16,acl2016:23,across:[17,22],act:[6,7,17,18],actgat:6,activ:[6,7,18,25],activi:18,actnod:6,actual:[6,17],adagradoptim:8,adamaxoptim:8,adamoptim:8,adapt:[6,16,19,26],add:[6,10,11,17,18,22,26],added:[6,16,17,23,26],addit:[17,18],addtolay:17,affect:[6,17],after:[6,17,18,23,24],age:23,agg_level:17,alex:6,algorithm:[6,17,19],alia:[4,6,8,11,14,15,17],alias:6,align:[17,18,22],all:[5,6,7,15,16,17,26],alloc:15,almost:6,along:[6,7,17,24],alpha:6,alreadi:[6,10],also:[6,9,13,17,18,23],although:10,alwai:[6,17,18,26],among:6,amount:6,ani:[6,9,17,18,22],anoth:[6,17,22,26],anthor:6,anyth:22,apart:6,api:[23,26],append:[6,26],append_batch_s:6,append_gradient_machin:26,appli:[6,11,17],applic:10,approach:17,approxim:6,arbitrari:17,archiv:[6,23],arg:[2,6,10,16,18],arg_nam:17,argmax:6,argument:[6,10,17,22,24],around:17,arrai:[6,15,17,22,24,26],arrang:6,arrari:6,articl:[6,23],arxiv:[6,18],as_row_vector:17,assign:[7,16,17],assum:[6,16,17],att_seq:18,attach:18,attend:18,attended_sequ:18,attenion:18,attent:[7,17,18],attr1:17,attr2:17,attr:[6,15,17,18],attribut:[6,17,18,25],author:23,automat:[6,17],avail:[13,23],ave:10,averag:[1,6,10,16,17,20,26],avg_x:6,avgpool:17,avoid:6,axi:[6,17],axis:17,back:[6,17,26],background:[16,17],background_id:[16,17],backward:[6,11,14,17,18],baidu:6,base:[6,13,16,17,20,22,23],baseactiv:18,baseev:26,basenam:16,basepoolingtyp:[17,18],basestr:[15,16,17,18,20,26],basic:[17,26],batch:[1,6,7,17,18,22,24,26],batch_id:26,batch_images_from_tar:24,batch_norm_lay:18,batch_norm_typ:17,batch_ref:6,batch_siz:[6,22],batchnorm:6,batchsiz:17,bbox:16,bcd:17,bcebo:23,beam:[6,17],beam_gen:17,beam_search:26,beam_siz:[6,17],becaus:[16,17,23],becom:6,been:[6,17,18],befor:[6,17,18],begin:[6,10,16,17],begin_norm_axi:6,beginiter:26,beginpass:26,behavior:6,being:6,belong:[16,17],below:6,benefit:18,besid:[9,17,23],beta1:19,beta2:19,beta:6,better:[13,18],between:[6,16,17,24,26],bgr:24,bi_gru:18,bi_lstm:18,bia:[6,17,18],bias:[6,17],bias_attr:[6,17,18],bias_initi:6,bias_param_attr:18,bidirect:[17,18],bigger:6,bilinear:17,bilinear_interpol:17,binari:[6,16,17,22],bioinf:6,blank:[6,17],blob:23,block:[6,17],block_i:[6,17],block_x:[6,17],blockdesc:11,bn_bias_attr:18,bn_layer_attr:18,bn_param_attr:18,book:23,booktitl:23,bool:[5,6,15,16,17,18,19,20,22,23,24,26],boot:[6,17],boot_bia:17,boot_bias_active_typ:17,boot_with_const_id:17,bos_id:17,both:[6,10,14,15,17,18,24],bottom:26,bound:[6,17],boundri:16,box:17,branch:[6,17],broadcast:6,buf_siz:22,buffer:22,buffer_s:22,bufsiz:22,build:[5,17,23],build_dict:23,cacul:18,calcul:[6,16,17,18],call:[6,10,16,17,18,22,26],callabl:[5,15,17,22,23],callback:13,can:[5,6,7,9,10,15,16,17,18,22,23,24,26],candid:[6,17],candidate_activ:6,captur:17,care:18,caret:26,carri:6,cat:[22,24],categori:[17,23],categorig:23,cde:17,cdn:23,ceil:17,ceil_mod:17,cell:[6,17,18],cell_activ:6,cell_t_prev:6,cell_valu:6,center:24,center_crop:24,ceph:22,certain:6,chain:22,challeng:17,chang:[17,23],channel:[6,17,18,24],channel_shar:17,check:22,check_align:22,choic:6,choos:6,chosen:6,chunk:6,chunk_ev:1,chunk_schem:[1,6,16],chunktyp:16,chw:24,cite:23,clarifi:[6,16],classdim:6,classic:17,classif:[6,17],classifi:17,classification_error_evalu:16,classification_evalu:16,clear:[10,16],client:6,clip:[15,18],clipbynorm:6,clock:17,clone:17,cloud_read:22,cluster:[22,26],cmu:6,cnn:[6,17],code:[17,22],coeff:17,collect:[17,23,26],color:24,colour:23,column:[6,16,17],column_evalu:16,com:[6,17,18,23],combin:[16,17,18,22,26],comma:[6,10,26],command:[10,22],comment:6,common:24,compat:7,compil:17,complet:[6,17,18,23,26],complex:[6,18],complic:17,compos:[7,13,22],composenotalign:22,comput:[1,6,7,10,13,17,18],computation:17,concaten:[6,17,18],concept:[13,16],conckerneltrac:10,cond:6,condit:[6,17],conf:17,confid:17,confidence_threshold:17,config:[10,15,17],config_bas:[16,17,26],configur:[6,12,13,17,26],confus:24,conll:23,connect:[6,18],connectionist:[6,17],consequ:[17,18],consid:[16,17],consider:[17,18],consist:[6,16,17,23,24],constant:[6,17],constantiniti:[4,6],construct:[6,16],constructor:6,contain:[6,16,17,18,20,22,23,24,26],content:6,context:[6,7,17,18,23],context_attr:18,context_len:[17,18],context_proj_layer_nam:18,context_proj_param_attr:18,context_project:18,context_start:[17,18],continu:16,contrast:[6,17],control:[13,15],conv:[6,18],conv_act:18,conv_batchnorm_drop_r:18,conv_bias_attr:18,conv_filter_s:18,conv_layer_attr:18,conv_num_filt:18,conv_op:17,conv_pad:18,conv_param_attr:18,conv_strid:18,conv_with_batchnorm:18,convent:6,convert:[6,23],convlay:17,convlution2d:6,convolut:[6,7,17,18,22],convolution2d:6,convoper:17,convproject:17,convtranslay:17,convtransproject:17,copi:[6,26],core:[6,15],corespond:6,corpu:23,correct:[6,17],correctli:[16,22],correspend:6,correspond:[5,6,7,17],cos:17,cosin:[6,17],cost:[6,26],cost_id:17,could:[17,22,26],count:[6,16],counter:[1,10],cours:16,covari:17,cpu:[6,10,15,17],cpuplac:10,creat:[6,11,15,22,23,26],creator:[22,23],crop:24,crop_siz:24,crope:24,cross:[6,17],cross_entropi:17,cross_entropy_with_selfnorm:17,csv:10,ctc:[6,16],ctc_evalu:16,cuda:10,cudaplac:10,cudnn:[6,17,20],cudnn_batch_norm:17,cudnn_conv:17,cudnn_convt:17,cudnnavginclpadpool:17,cudnnavgpool:17,cumul:17,current:[6,17],custom_neg_class:6,cut:22,cut_lin:22,cutoff:23,cv2:24,cyclic:17,data:[5,12,13,16,23,24,26],data_feed:3,data_fil:24,data_layout:6,data_read:22,data_typ:[22,23],databas:23,datadim:17,datasci:17,dataset:[6,12],dataset_nam:24,datatyp:23,dcs:23,decai:[11,19],decar:22,decayedadagradoptim:8,declar:6,decod:[6,17,18],decoder_prev:18,decoder_st:18,deconv:17,deconvolut:17,decor:22,deep:[6,17],def:[17,22],defalut:[6,10],default_initi:6,default_main_program:5,defin:[13,17,18,22,26],degener:6,degre:17,delet:6,delimit:16,delta:17,delv:17,demo:[17,23],denot:6,dens:[17,22],dense_arrai:22,dense_vector:22,dense_vector_sequ:22,depend:6,deploi:17,deprec:17,deriv:14,descend:6,descent:17,describ:[5,13],descript:[16,23],deseri:26,design:[6,13,17,22],desir:22,destin:6,det_output:16,detail:[6,13,15,16,17,18,19,23],detect:6,detection_evalu:16,detection_output:16,determin:[6,17,22],deviat:15,devic:15,device_count:6,device_typ:6,devid:17,diagon:6,dic:24,dict:[16,23,26],dict_fil:16,dict_siz:[6,23],dictionari:[6,16,17,23,26],differ:[6,10,13,16,17,26],difficult:16,digit:17,dilat:[6,17],dilation_h:6,dilation_i:17,dilation_w:6,dim:[6,7,9,17,22],dimens:[6,7,9,14,17,18,20,22],dimension:[6,17],dimes:17,direct:[6,17,18,24],directli:18,directori:[5,17],dirnam:5,disabl:6,discard:22,discount:17,discret:17,dispens:6,displac:6,dissimilar:6,distanc:[6,16,17],distribut:[6,17],div:6,divid:[6,17,19],divis:6,divisor:6,doc:22,document:[6,17,18],doe:[6,18],doesn:[15,17,22],don:18,done:[16,17,18],dot:[7,17,18],dotmuloper:17,dotmulproject:17,doubl:6,download:23,drop:[6,7,17,18],drop_rat:15,drope:6,dropout:[7,15,18],dropout_prob:6,dropout_r:[6,7,17],dtype:6,dummi:26,duplic:6,dure:[5,6,17,18],dynam:6,dyogatam:6,each:[6,7,16,17,18,20,22,23,26],each_feature_vector:14,each_time_step_output:14,eas:22,easi:13,edg:24,edit:[6,16],editdist:6,edu:[6,23],effect:[6,17,26],effici:17,efg:17,either:[6,17,18,22,26],elem_dim:17,elememt:17,element:[6,16,17,18,22,24,26],elementwis:[6,7],elliott:23,embedding_nam:17,embedding_s:17,empir:[6,17],empti:[6,16,22],enabl:[6,15,17],enableonstart:10,enc_proj:18,enc_seq:18,encod:18,encoded_proj:18,encoded_sequ:18,encoder_last:17,encount:6,end:[6,10,16,17,23,26],end_id:6,end_po:17,endforwardbackward:26,enditer:26,endpass:26,endpoint:[6,22],english:[17,23],ensembl:18,entir:[17,18,23],entiti:16,entri:[6,22],entropi:[6,17],enumer:14,eos_id:17,epsilon:[6,17,19],equal:[6,7,17,18],equat:[6,16,17,18,19],error:[6,13,15,16,17,18],error_clipping_threshold:15,espeaci:6,especi:[5,17,18],essenti:17,estim:[6,17],etal:[6,23],etc:[6,16,22],etcd:[22,26],etcd_endpoint:22,euclidean:17,eval:16,evalu:[3,6,13,17,25,26],evaluate_difficult:16,event:[10,13],event_handl:26,everi:[6,16,17,18,22],exactli:[17,18],exampl:[6,7,16,17,18,22,23,24,26],example_read:22,exceed:17,except:[9,11,17,23],exclud:17,exclude_mod:17,exclude_param:26,excluded_chunk_typ:[1,6,16],exclus:6,exconv:17,exconvt:17,exdb:23,execut:[6,10,17],executor:[3,5],exist:6,expand:6,expand_a:17,expand_level:17,expandconvlay:17,expans:17,expect:17,explain:[6,16],explan:[6,17],explor:17,expon:17,exponenti:[6,14],expos:13,extend:16,extra:[9,15,17,18],extra_lay:26,extraattr:15,extraattribut:17,extraattributenon:17,extract:[6,16,17],extralayerattribut:[15,18],extralayeroutput:18,extrem:17,fact:6,factor:[6,15,17,19],factor_s:17,fals:[6,15,16,17,18,19,22,23],familiar:13,fan_in:6,fast:17,faster:[6,17,18],fault:26,fc_act:18,fc_attr:18,fc_bias_attr:18,fc_layer_nam:18,fc_mat:26,fc_out:6,fc_param_attr:18,featur:[6,14,17,22,23],feed:[5,13,18,26],feed_list:0,feed_target_nam:5,feeded_var_nam:5,feeder:22,fetch:23,fetch_target:5,fewer:[6,17],fg0:17,field1:26,field2:26,field:[9,17,23,26],file:[5,10,16,17,22,23,24,26],file_typ:22,filenam:24,fill:17,filter:[5,6,17,18],filter_s:[6,7,17,18],filter_size_h:6,filter_size_i:17,filter_size_w:6,filter_strid:6,find:[6,17],fine:15,finish:6,first:[6,10,17,26],first_n:6,firstli:[16,17],firstn:22,fit:[5,23],fix:[6,15,17],flag:[6,10,17,23],flatten:6,flexibl:[10,17,18],flip:24,float32:[6,22],float64:6,float_16:6,floor:17,flow:6,fluid:[0,1,2,4,5,6,7,8,9,10,11,12],follew:6,follow:[6,7,16,17,18,19,22,23,24,26],forc:6,force_cpu:6,forget:[6,19],forget_bia:6,fork:17,form:[6,17,18],format:[6,10,16,22,23,24,26],formul:6,formula:[6,17,18,19],formular:17,forward:[6,14,17,18],forward_proj:6,forwardbackward:26,four:[6,16],fourth:6,frac:6,frame:16,frank:23,free:23,frequenc:23,from:[1,5,6,10,16,17,18,22,23,24,26],from_no_sequ:17,from_sequ:17,from_tar:26,fuction:10,full:[6,17],full_matrix_project:18,fulli:6,fullmatrixproject:17,fully_matrix_project:18,func:22,funciton:[6,18],further:17,furthermor:6,futur:[6,17],future_context_s:6,gain:[6,17],gate:[6,7,17,18],gate_act:[17,18],gate_activ:6,gate_attr:17,gate_bias_attr:17,gate_param_attr:17,gate_recurr:17,gate_v:6,gather:[6,17],gauss:15,gen:17,gender:23,gener:[16,17,18,22,26],generated_word_embed:17,generatedinput:17,gereat:16,german:23,germani:23,get:[5,6,16,17,23,26],get_dict:23,get_embed:23,get_grad:26,get_lin:22,get_movie_title_dict:23,get_shap:26,get_var:6,get_word_dict:23,getlayeroutput:26,gist:18,github:[6,18,23],give:6,given:[6,7,17,22,26],global:[6,11,15],global_learning_r:15,global_pool:6,global_step:6,goe:18,googl:6,gpu:[10,15,17,20],gpustarttimestamp:10,gradient:[6,11,15,16,17,19,26],gradient_clip:9,gradient_clipping_threshold:15,gradient_evalu:16,gradient_machin:26,gradientmachin:26,grai:24,grandient:26,graph:[6,17,26],greater:[6,17],greedi:6,gridsize3d:10,ground:[6,16,17],group:[6,13,18],grouplen:23,gru:[6,17],gru_bias_attr:18,gru_layer_attr:18,gru_memori:18,gru_param_attr:18,gru_step_lay:18,grumemori:18,gserver:17,guid:10,gutmann10a:6,h_0:6,h_f:6,half:[6,7,17],handl:22,handler:26,happen:6,hardshrink:6,hardsigmoid:6,has:[6,7,10,13,16,17,18,23],has_kei:26,has_selected_colum:17,have:[6,7,10,17,18,22],hdf:22,head:7,height:[6,17,22,24],help:[6,13,17],helper:6,here:[6,7,9,15,16,17,18,22],heurist:17,hidden:[6,17,18],hidden_dim:6,hidden_s:18,hidden_t_prev:6,hidden_v:6,hidden_valu:6,hierarch:17,high:[13,15],highest:22,highli:23,histori:19,hook:15,hookattr:15,hookattribut:15,horizont:[17,24],hot:6,hous:23,how:[6,15,17],howev:[6,17,18],html:23,http:[6,17,18,23],huber:17,human:17,hwc:24,hyp:6,hyper:17,hyperparamet:17,hyperplan:22,hypothesi:6,iclrworkshop2016:6,ics:23,id_input:16,ident:[6,17],identifi:17,identityoffsetproject:17,identityproject:17,ids:[6,16,17],ignor:[5,6,17],ignored_token:6,illustr:[6,16],im2col:6,imag:[6,20,21,22,23],image_h:6,image_w:6,imagenet:17,imageri:17,img2label:24,img:[17,18],img_conv_lay:18,img_pool_lay:18,implement:[6,7,11,17,18,22],improv:17,in_fals:6,in_plac:6,in_tru:6,includ:[6,16,17,18,23,24],inclus:6,incorpor:17,incorrect:17,inde:22,independ:[6,17],index:[6,16,17,20,22,23,26],indexslot:17,indiact:6,indic:[6,9,16,17,23],infer:[5,6,12,13,24],info:[16,17,23],infom:17,inform:[6,17,23,26],inherit:10,init:[6,15,26],init_batch_dim_idx:6,init_from_tar:26,init_valu:6,initi:[3,6,9,15,17,18,23,26],initial_max:15,initial_mean:[15,17],initial_min:15,initial_std:[15,17],inlcud:18,inner:17,inner_param_attr:18,inproj_attr:17,inproj_bias_attr:17,inproj_param_attr:17,input1:[17,18],input2:17,input:[1,5,6,7,14,16,17,18,20,22,24,26],input_conf:17,input_dim_idx:6,input_dtyp:6,input_featur:14,input_id:17,input_imag:18,input_loc:17,input_proj_bias_attr:18,input_proj_layer_attr:18,input_seq:[6,17],inputtyp:22,insert:6,insid:[16,18],instal:[6,17],instanc:[6,17],instead:[17,18,20],int32:6,int64:6,integ:[6,16,17,22],integer_valu:22,integer_value_sequ:22,integr:[6,16],inter:[6,17],interact:17,intercept:17,interfac:[10,12,13,15,17,18,26],intergr:17,intermedi:6,intern:[13,17,18,26],interpret:[6,16],interv:6,introduc:[17,24],invok:[17,26],iob:16,ioe:16,ipt:17,is_bia:6,is_color:24,is_loc:26,is_revers:6,is_scalar_condit:6,is_seq:17,is_spars:6,is_stat:15,is_test:6,is_train:24,issu:6,issuecom:6,item:[6,17,22,26],iter:[17,18,19,22,26],its:[6,17,18,26],jku:6,jmlr:6,job:23,job_id:23,jointli:18,jpg:24,jth:18,judg:17,just:[6,14,16,17,18,23],keep:[6,17,22,24],keep_dim:6,keep_top_k:17,kei:[7,10,23,24,26],kept:17,kernel:[6,10,17],keyword:6,kitten:6,know:6,kriz:23,krizhevski:6,ksimonyan:18,kvp:10,kwarg:[1,6,9,18,19,22],kwd:[2,10],l1_rate:15,l1decayregular:11,l2_rate:15,l2_sim:17,l2decayregular:11,label:[1,6,16,17,22,23,24,26],label_dim:17,lambda:6,lambdacost:17,lambdarank:17,lang:23,languag:[7,17,23],larg:[6,20,23],larger:[15,16,17],largest:6,last:[6,16,17,18],last_time_step_output:17,latenc:17,latent:17,latest:17,layer1:[17,18],layer2:17,layer3:17,layer:[3,13,15,16,18,20,22,25,26],layer_attr:17,layer_typ:17,layerhelp:6,layeroutout:17,layeroutput:18,layout:24,lbl:16,leakyrelu:6,learn:[6,7,15,16,17,18,19,23],learnabl:[6,7,17,26],learning_r:[9,15],least:[6,16],lecun:23,left:[6,17],left_right_flip:24,len:[6,17],length:[6,17,18,22,23,24],less:[6,17],lesser:6,let:[6,16,17],level:[6,13,15,17],levenshtein:6,librari:[6,17],like:[6,16,17,22,23],limit:[6,17,22],line:[10,16,22],line_break:22,linear:[6,7,17],linearli:6,link:[6,17,18],linux:22,list:[6,10,11,16,17,18,22,24,26],listen_and_serv:6,load:[5,24],load_and_transform:24,load_file_nam:5,load_imag:24,load_image_byt:24,loc:16,local:[6,15,26],locat:[6,17,26],lod:6,lod_level:6,lod_rank_table_obj:6,lod_tensor:6,lod_tensor_aarri:6,lod_tensor_arrai:6,lodrankt:6,lodtensor:[6,7],lodtensorarrai:6,logarithm:[6,14],logist:6,logit:6,look:[6,16],lookahead:[6,17],lookup:6,loss:[6,17],low:17,lower:[6,17],lstm:[6,17],lstm_bias_attr:18,lstm_cell_attr:18,lstm_group:18,lstm_layer_attr:18,lstm_step:18,lstm_unit_op:6,lstmemori:18,lstmemory_group:17,lstmp:6,ltr:17,machin:[17,18,23,26],made:23,mai:[6,10,17,18],main:6,main_program:[5,6],maintain:17,make:[6,13,16,17],manag:26,mandarin:17,mani:[18,24],manner:17,map:[7,16,17,22,26],map_read:22,mapper:22,margin:6,mark:23,mask:[6,15,17],master:23,mat_param_attr:18,match:6,math:[6,18],matirx:17,matric:6,matrix:[6,7,16,17,18,22,26],max:[6,7,10,15,17,22,23],max_id:[17,26],max_job_id:23,max_length:17,max_movie_id:23,max_norm:6,max_seq_len:6,max_sort_s:17,max_user_id:23,max_x:6,maxframe_evalu:16,maxid:16,maxid_evalu:16,maxim:17,maximum:[6,10,16,17,23],maxinum:20,maxpool:17,mchw:6,md5:23,mean:[10,15,16,17,18,19,20,22,24,26],mean_op:6,mean_var_nam:17,measur:6,mechan:[7,17,18],mem:[6,17],member:[17,23],memor:17,memori:[6,18],memory_boot:18,memory_nam:17,mention:6,mere:18,merg:[6,17],messag:6,method:[13,17,19,26],might:17,million:23,min:[6,10,15,17],min_word_freq:23,mini:[1,6,17,22,26],minibatch:[6,17],minimum:[6,10,17],mismatch:6,mix:18,mixed_lay:18,mixed_layer_attr:18,mixedlayertyp:17,mkldnn:17,mkldnn_batch_norm:17,mmt16_task1_test:23,mode:[10,17,26],model:[5,6,7,12,13,17,18,23,26],modern:13,modifi:[11,17],modul:[18,23,26],modulo:17,moment:6,momentum:[6,15],momentumoptim:8,mono:17,more:[6,10,13,16,17,18,22,23],mose:23,mosesdecod:23,most:[17,22,26],move:17,movi:23,movie_categori:23,movie_info:23,movie_review:23,movieinfo:23,moving_average_fract:17,moving_mean_nam:6,moving_variance_nam:6,much:[6,17],mul_op:6,mul_ratio:17,multi30k:23,multi:[7,17],multi_binary_label_cross_entropi:17,multidimension:6,multilingu:23,multimod:23,multinomi:17,multip:7,multipl:[1,6,7,16,17,18,22,26],multipli:[6,16,17],multiprocess:22,must:[6,14,16,17,18,22,24],mutual:6,myfil:22,name:[5,6,9,10,15,16,17,18,20,24,26],nativ:[6,17],natur:6,nchw:[6,17],ndarrai:[6,24,26],ndcg:17,ndcg_num:17,necessari:17,need:[5,6,7,11,16,17,18,22],neg:[6,16,17],neg_distribut:17,neg_overlap:17,neg_pos_ratio:17,neglect:17,neither:17,ner:16,nest:[17,22],net:[3,6,17,18],network:[6,7,15,16,17,22,25,26],neural:[6,17,18,22,26],neuron:6,never:22,new_dim:6,next:[17,23],ngram:23,nine:23,nlp:17,nltk:23,nms_threshold:17,nms_top_k:17,no_sequ:17,node:17,nois:[6,17],noisi:17,non:[6,17],none:[0,1,5,6,7,9,10,11,15,16,17,18,19,20,24,26],nontranspos:6,norm:[6,18],norm_by_tim:[6,17],normal:[6,9,17,18,23],normaliniti:4,normalizaiton:6,normliz:6,notat:17,note:[6,15,17,18,20,23,24,26],noth:[14,26],notic:17,now:22,np_arrai:22,num:[17,18],num_channel:[17,18],num_chunk_typ:[1,6,16],num_class:[6,17,18],num_col_dim:6,num_filt:[6,7,17,18],num_flatten_dim:6,num_head:7,num_neg_sampl:[6,17],num_or_sect:6,num_pass:26,num_per_batch:24,num_repeat:17,num_result:16,num_results_per_sampl:17,num_total_class:6,num_true_class:6,number:[1,6,7,10,16,17,18,22,23,24],numchunktyp:16,numer:17,numofallsampl:16,numofwrongpredict:16,numpi:[6,15,22,24,26],numtagtyp:16,obei:16,object:[6,15,17,18,22,26],observ:17,obtain:[6,17],occur:[23,26],odd:17,odoti:6,offici:17,offset:[6,17],often:17,older:6,omit:6,onc:17,one:[6,10,14,16,17,18,20,22,26],onli:[6,16,17,18,20,24,26],onlin:[17,19],onto:6,open:[6,17,24],opencv:24,oper:[6,10,11,17,18,22,24],operand:6,opposit:6,optim:[3,11,13,15,25,26],optimizer_mod:6,option:[6,10,16,17,23],order:[6,10,17,18,22,24,26],ordereddict:26,orderli:6,org:[6,16,17,18,23],organ:[16,17],origin:[5,6,13,17,18,22,23],other:[6,10,16,17,18,22],otherchunktyp:16,otherwis:[6,10,17,22,23,24,26],our:6,out:[6,17,26],out_fals:6,out_left:17,out_memori:18,out_right:17,out_size_i:17,out_size_x:17,out_tru:6,outer:17,outlier:17,outout_lay:26,outout_layer1:26,outout_layer2:26,output:[1,6,7,10,14,15,16,17,18,20,22,26],output_:17,output_dim_idx:6,output_dtyp:6,output_fil:10,output_height:6,output_id:17,output_lay:26,output_max_index:20,output_mem:17,output_mod:10,output_s:6,output_width:6,outputh:17,outputw:17,outsid:[17,18],over:[6,17,18,26],overfit:6,overflow:6,overlap:[16,17],overlap_threshold:[16,17],overview:12,own:[6,17],packag:[22,23],pad:[6,18],pad_c:17,pad_h:17,pad_w:17,padding_attr:17,padding_down:6,padding_h:6,padding_i:17,padding_idx:6,padding_left:6,padding_right:6,padding_up:6,padding_w:6,padding_x:17,paddl:[0,1,2,4,5,6,7,8,9,10,11,13,14,15,16,17,18,19,20,22,23,24,26],paddlepaddl:[6,13,17,18,22,23,24,26],page:23,pair:[6,7,10,11,16],pairwis:17,paper:[6,17,23],parallel:6,parallel_nn:15,param:[5,6,15,17,18,22],param_attr:[3,6,7,17,18],param_initi:6,paramattr:[6,15,17],paramet:[5,6,7,10,11,13,16,17,18,19,20,22,23,24,25],parameter_learning_r:15,parameter_nam:26,parameterattribut:[15,17,18],parameters_and_grad:11,parametr:17,pars:[22,23],parser:22,part:[6,7,16,17],partial:[17,26],partial_sum:17,pass:[6,17,26],pass_gener:17,pass_id:26,patch:6,path:[5,16,22,23,24,26],pattern:23,pdf:[6,18],peephol:6,per:[6,16,17,23,24],perform:[6,17,18],perl:23,perm:6,permut:6,peroid:[17,24],persist:[5,6],person:16,phase:6,phrase:[6,13],pick:6,piec:18,pil:24,pipe:22,piperead:22,pixel:[17,22,23],place:[0,2,6,10],plain:[16,17,22],platform:13,pleas:[6,15,17,18,19,23,24],plu:17,point:6,polar:23,polici:6,polit:6,pool:[6,18,25],pool_attr:18,pool_bias_attr:18,pool_layer_attr:18,pool_pad:[6,18],pool_siz:[6,7,17,18],pool_size_i:17,pool_strid:[6,7,18],pool_typ:[6,7,17,18],pooled_height:17,pooled_width:17,pooling_lay:18,pooling_typ:17,poolingtyp:20,port:6,posit:[6,16,17,18],positive_label:16,pre:[17,18,23],pre_id:6,pre_mem:6,precis:[1,6,16],precision_evalu:16,predetermin:17,predic:[5,23],predict:[6,16,17,26],predict_lay:26,prediction1:26,prediction2:26,prefix:[6,16,18],prepend:6,preprocess:[23,24],prev_cel:6,prev_cell_data:6,prev_hidden:6,prev_hidden_data:6,prevent:[6,19],previou:[6,10,17,18,26],previous:17,price:23,principl:6,print:[10,15,26],print_phas:6,print_tensor_lod:6,print_tensor_nam:6,print_tensor_shap:6,print_tensor_typ:6,printer:16,priorbox:17,prite:16,prob:[16,26],probabalist:6,probabilist:17,probabl:[6,16,17,26],problem:17,proce:22,proceed:[6,23],process:[6,15,17,18,22],process_num:22,produc:[6,17,18,22],product:[6,7,17,18],profil:3,program:[0,5,6,10,22],proj:17,proj_activ:6,proj_dim:6,proj_out:6,proj_siz:6,project:[6,7,17,18],promis:[17,18],propag:[17,19],propos:[6,13],proto:20,protobuf:26,protocol:16,provid:[6,13,17,23],prune:[5,17],pserver:26,pserver_spec:26,pub:6,purpos:17,pyramid:17,pyramid_height:17,python:[6,23,26],queri:[7,16,17],query_id:16,quest:23,question:17,r_h_val:6,r_t:17,rais:[6,7,11,22],random:[6,15,17,22],random_crop:24,randomli:[6,24],rang:[6,17,22],rank:[6,17],rank_tabl:6,ranktabl:6,rate:[7,15,16,17,18,19,23],ratio:17,raw:[6,17],read:[6,22,24,26],reader:[12,13,23,26],reader_creator_random_imag:22,reader_creator_random_image_and_label:22,real:[6,17],rearrang:6,reason:18,recal:[1,6,16],receiv:6,recognit:17,recommend:[6,18],record:[10,22],recordio:[22,23],rectifi:17,recurr:6,recurrent_group:18,recurrent_lay:18,recurrentgroup:16,redirect:22,reduc:[6,17],ref:6,ref_batch_dim_idx:6,refer:[6,7,10,15,17,18,19,24],reformul:6,regard:6,region:17,regress:17,regular:[3,6,9,15],rel:[6,18],relu:17,remain:6,remaind:6,rememb:17,remot:15,remov:[6,22],reorder:6,reorderlodtensorbyrankt:6,reorgan:17,repeat:6,replac:6,repositori:17,reprenset:6,repres:[6,17,18],represent:[6,17],requir:[16,17],research:[6,23],reserv:6,reset:[6,17],reshape_s:17,resid:6,resiz:24,resize_s:24,resize_short:24,respect:[6,7],respons:17,rest:6,result:[5,6,10,14,16,17,26],result_fil:16,return_seq:18,revers:[6,17,18,23],review:23,rgb:[17,24],rho:19,right:17,rnn:[6,17,18],rnn_step:17,rnnlm:23,robust:17,roi:17,role:23,root:[19,20],rot:17,row:[6,16,17,22],row_id:17,rtype:22,rule:[6,16],run:[6,13],runtim:10,sai:17,same:[6,7,11,16,17,18,26],samping_id:17,sampl:[6,16,22,23],sample_id:16,sample_num:16,sample_weight:6,satifi:16,save:[5,17,22,26],save_file_nam:5,save_parameter_to_tar:26,scalar:[6,17],scale:[7,14],scale_a:6,scale_b:6,scalingproject:17,scan:6,scatter:17,scheduler_factor:15,scheme:[16,19],scope:2,score:[1,6,16,17],script:23,search:[6,17],second:[6,17],see:[6,17,18,23],seed:6,seen:7,segment:[6,16],sel_fc:17,selcet:17,select:[6,17],selected_id:17,selected_indic:17,selectiv:17,selfnorm:17,semant:23,send_var:6,sensit:17,sentenc:[17,23],separ:[5,6,10,16],seper:6,seq0:6,seq1:6,seq2:6,seq3:6,seq:[17,23],seq_pool:17,seq_silc:17,seq_text_print:16,seq_typ:22,seqtext_evalu:16,seqtoseq:17,seqtoseq_net:17,sequenc:[6,14,16,17,18,20,22,23],sequence_group:17,sequence_nest_group:17,sequencesoftmaxop:6,sequencestartposit:17,sequencetextprint:16,sequencetyp:17,sequenti:17,seri:18,serial:26,server:6,set:[6,7,9,10,11,15,16,17,18,22,23,24,26],set_default_parameter_nam:15,set_input:17,sever:[13,16,17],sgd:26,sgdoptim:8,shape:[6,7,16,17,22,26],share:[6,17],shared_bia:18,shared_bias:17,shef:23,shift:[6,17],shorten:17,shorter:24,should:[6,7,10,15,16,17,22,24,26],show:[16,19],shown:[6,17],shrink_rnn_memori:6,shuffl:22,side:[6,17,26],sigma:6,sigmoid:[7,17],sigmoidactiv:18,sigmoidcrossentropywithlogit:6,sima:23,similar:[6,17],similarli:[17,22],simpl:[6,14,16,17,18,22,23,26],simple_lstm:17,simple_rnn:17,simple_transform:24,simpli:[17,24],sinc:[6,17,18],singl:[5,6,16,18,22],sinlg:26,sit:6,sitten:6,sittin:6,size:[6,7,16,17,18,22,23,24,26],size_a:17,size_b:17,slice0:6,slice1:6,slice2:6,slice3:6,slice:[6,17],sliceproject:17,slide:[17,19,23],slope:[6,17],slopeinterceptlay:17,small:[6,17,23],smaller:6,smooth:17,smt:23,soft:6,soft_label:6,softmax:[6,17,18],softmax_param_attr:18,softmax_selfnorm_alpha:17,softrelu:6,some:[6,13,15,17,22,24,26],some_lay:6,somedata:26,sometim:17,sort:[6,10,17,23],sorted_kei:10,sourc:[6,17,23],space:[16,17],space_seperated_tokens_from_dictionary_according_to_seq:16,space_seperated_tokens_from_dictionary_according_to_sub_seq:16,spars:[6,15,17,19,22],sparse_binary_vector:22,sparse_binary_vector_sequ:22,sparse_float_vector:22,sparse_float_vector_sequ:22,sparse_non_value_slot:22,sparse_upd:15,sparse_value_slot:22,spatial:17,spatial_scal:17,specia:23,special:[6,17,23],specif:[6,7,23,26],specifi:[5,6,10,16,17,23],speech:17,speed:[17,18],split:[7,17,22],sport:6,sqrt_x:6,squar:[17,19,20],src_dict_siz:23,src_lang:23,srl:23,ssd:17,stabil:[6,17],stack:6,stackexchang:17,stand:6,standard:[6,15,22],stanford:23,start:[6,17,18,23,26],start_po:17,startup:6,startup_program:6,state:[6,10,17,18],state_act:[17,18],staticinput:17,statist:[6,17],statmt:23,statu:6,std:26,stdout:22,step1:6,step:[6,17,18,20],stochast:19,stop:17,stop_gradi:6,store:[6,16,17,23,26],str:[6,24,26],strategi:20,stream:22,streamid:10,street:17,stride:[6,17,18],stride_h:6,stride_i:17,stride_w:6,stride_x:17,string:[6,10,16,17,22,23,24,26],style:17,sub:[6,16,17,22],sub_nest_seq:17,sub_sequ:17,subgradi:19,subscript:6,subsequ:17,subsequenceinput:17,subset:6,substitut:6,success:17,suggest:17,sum:[7,17,19],sum_x:6,sume:6,summar:6,summat:6,suppli:6,support:[6,15,16,17,19,20,22,24],suppos:[6,7,18],suppress:17,sure:6,surpass:17,symbol:17,t_max:6,t_min:6,tabl:[6,16,17],tableproject:17,tag:[16,23],tagtyp:16,take:[6,16,17,18,22,26],taken:17,tanh:[17,18],tanhactiv:18,tanhshrink:6,tar:[23,24,26],target:[6,17,23,26],target_dictionary_dim:17,target_language_embed:17,target_var:5,targetinlink:17,task1:23,task:[6,16,17,23],techniqu:6,technolog:6,tell:10,tempor:[6,17],tensor:7,term:[6,17,18],test100:23,test10:23,test:[6,13,17,22,23,24,26],testresult:26,text:[6,16,18,22],text_fil:22,tgz:23,than:[6,15,16,17,18],thehalf:6,thei:[6,17],them:[6,16,17,18,24],therein:[6,17],thi:[5,6,10,11,15,16,17,18,19,22,23,24,26],third:[6,17],third_parti:17,those:17,thought:6,threadblocks:10,three:[6,7,16,17,23],threshold:[6,15,16,17],thresholdedrelu:6,through:[7,17],thu:[6,17],time:[6,10,17,18,20,22,26],timelin:17,timeout_sec:22,timer:10,timestamp:17,timestep:17,titl:23,to_chw:24,to_no_sequ:17,to_sequ:17,to_tar:26,todo:[16,22,23],toend:17,togeth:[17,18,22,26],token:[6,16,17,23],toler:26,too:23,top:[6,16,26],top_k:[6,16],topk_indic:6,topk_out:6,topolopi:26,toronto:23,total:[6,10,26],tractabl:17,tradit:17,trail:22,train100:23,train10:23,train:[6,12,13,15,16,17,22,23,24],trainabl:[9,17],transform:[6,17,18,24],transform_param_attr:18,transformed_st:18,translat:[17,18,23],transpos:[17,24],transpose_i:6,transpose_x:6,transposedfullmatrixproject:17,treat:[6,17],tree:17,trg_dict_siz:23,trim:17,truth:[6,16,17],tune:15,tupl:[6,17,18,22,23,24,26],ture:17,turn:[6,17],tutori:10,two:[6,7,16,17,18],type:[6,7,11,16,17,18,20,22,23,24,26],typic:16,uci:23,ufldl:[6,17],unchang:6,under:6,underli:6,unidirect:17,uniform:[6,15,17,22],uniforminiti:4,unit:[6,7,17,18],unitest:6,unk:23,unknown:[6,11,17,23],unless:6,unlik:[6,17],unnorm:6,unscal:6,unseg:17,unus:6,updat:[6,13,15,17,19],update_equ:26,update_hook:15,upper:17,url:[22,23],usag:[6,16,17,18,24,26],use:[6,10,13,15,16,17,18,20,22,23,24,26],use_cudnn:[6,7],use_etcd:26,use_global_stat:17,use_mkldnn:17,use_nccl:6,use_peephol:6,used:[6,10,16,17,18,19,20,22,23,24,26],useful:[17,18],user:[6,10,13,15,17,18,22,23,24,26],user_info:23,userinfo:23,uses:[6,17],using:[1,6,15,17,18,22,23,26],usual:[6,17,26],valid:[6,17,23,24],valu:[6,7,10,15,16,17,20,22,23,24,26],value_evalu:16,value_rang:22,valueerror:[6,7],vardesc:6,variabl:[5,6,7,19,22,23],varianc:[6,17],variant:17,vartyp:6,vec1:17,vec2:17,vecter:6,vector:[6,17,18,22,23],verb:23,veri:[17,20],version:[17,18,23],vertic:17,vgg:18,view:17,vision:23,visit:26,visual:17,vl16:23,vutbr:23,w_f:6,wai:[6,16,18],wang:6,want:[10,17],warn:26,warp:[6,17],warpctc:17,websit:23,weight:[6,7,9,11,16,17,18,19],weight_act:18,well:6,were:[6,16],what:[15,17],when:[6,7,15,16,17,19,22,26],whenev:6,where:[6,7,17,18,19],wherea:6,whether:[6,16,17,24,26],which:[5,6,7,9,10,15,16,17,18,22,23,24,26],while_op:6,whole:[16,22],whose:[6,17,22],why:18,width:[6,16,17,22,24],wiil:6,wiki:17,wikipedia:[17,23],window:[17,20,23],wise:[6,17,24],within:[6,17],without:[16,17],wmt16_files_mmt:23,wmt_shrinked_data:23,word:[16,17,23],word_idx:23,word_vector_dim:17,words_freq_sort:23,work:[6,17,22],workshop:23,would:[10,26],wrap:6,wrapper:18,write:[6,13,22],written:[6,10],www:[6,23],x_first_step:6,x_last_step:6,x_num_col_dim:6,x_reshap:6,x_t:6,x_t_data:6,x_transpos:6,xarg:16,xavier:6,xavieriniti:[4,6],xmap_read:22,y_num_col_dim:6,y_predict:6,yann:23,year:23,yeild:26,yield:22,you:[6,7,10,15,17,18,22,23,26],your:[17,22,23,26],yuyang18:[22,23],zero:[15,17,18,19,22,23],zip:23},titles:["data_feeder","evaluator","executor","Fluid","initializer","io","layers","nets","optimizer","param_attr","profiler","regularizer","API","V2 API Overview","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Model Configuration","Training and Inference"],titleterms:{"while":6,Abs:14,abs:6,accuraci:[1,6],activ:[14,17],adadelta:19,adagrad:[8,19],adam:[8,19],adamax:[8,19],addto:17,aggreg:17,aggregatelevel:17,api:[12,13],append_regularization_op:11,array_length:6,array_read:6,array_to_lod_tensor:6,array_writ:6,assign:6,attribut:15,auc:16,avg:20,basepool:20,batch_norm:[6,17],beam_search:[6,17],beam_search_decod:6,bidirectional_gru:18,bidirectional_lstm:18,bilinear_interp:17,block_expand:17,blockguard:6,blockguardserv:6,blockguardwithcomplet:6,brelu:[6,14],cast:6,ceil:6,check:17,chunk:16,chunk_ev:6,chunkevalu:1,cifar:23,classif:16,classification_error:16,classification_error_print:16,clip:[6,17],clip_by_norm:6,column_sum:16,concat:[6,17],conditionalblock:6,configur:25,conll05:23,connect:17,constant:4,context_project:17,control_flow:6,conv2d:6,conv2d_transpos:6,conv:17,conv_oper:17,conv_project:17,conv_shift:17,cos_sim:[6,17],cost:17,create_arrai:6,create_global_var:6,create_paramet:6,create_tensor:6,crf:17,crf_decod:[6,17],cross_channel_norm:17,cross_entropi:6,cross_entropy_cost:17,cross_entropy_with_selfnorm_cost:17,ctc:17,ctc_error:16,ctc_greedy_decod:6,cuda_profil:10,cudnnavg:20,cudnnmax:20,data:[6,17,21,22],data_feed:0,datafeed:[0,22],dataset:[21,23],datatyp:22,decayedadagrad:[8,19],detect:16,detection_map:16,detection_output:17,devic:6,dot_prod:17,dot_product_attent:18,dotmul_oper:17,dotmul_project:17,dropout:[6,17],dynamic_gru:6,dynamic_lstm:6,dynamic_lstmp:6,dynamicrnn:6,edit_dist:6,elementwise_add:6,elementwise_div:6,elementwise_max:6,elementwise_min:6,elementwise_mul:6,elementwise_pow:6,elementwise_sub:6,elu:6,embed:[6,17],eos:17,evalu:[1,16],event:26,executor:2,exp:[6,14],expand:17,expandlevel:17,factorization_machin:17,fill_const:6,fill_constant_batch_size_lik:6,first_seq:17,floor:6,fluid:3,full_matrix_project:17,fulli:17,gated_unit:17,get_inference_program:5,get_output:17,get_plac:6,global_scop:2,glu:7,gradient_print:16,group:17,gru:18,gru_group:18,gru_step:17,gru_unit:[6,18],grumemori:17,hard_shrink:6,hard_sigmoid:6,hsigmoid:17,huber_classification_cost:17,huber_regression_cost:17,ident:14,identity_project:17,ifels:6,im2sequ:6,imag:[17,18,24],imdb:23,img_cmrnorm:17,img_conv:17,img_conv_bn_pool:18,img_conv_group:18,img_pool:17,imikolov:23,increment:6,infer:26,initi:4,interfac:[21,22,24],interpol:17,kmax_sequence_scor:17,l1decai:11,l2_distanc:17,l2_normal:6,l2decai:11,lambda_cost:17,last_seq:17,layer:[6,17],layer_norm:6,leaky_relu:6,less_than:6,linear:14,linear_chain_crf:6,linear_comb:17,listenandserv:6,load_inference_model:5,load_param:5,load_persist:5,load_var:5,lod_rank_t:6,lod_tensor_to_arrai:6,log:[6,14],logsigmoid:6,lstm:18,lstm_step:17,lstm_unit:6,lstmemori:17,lstmemory_group:18,lstmemory_unit:18,math:17,matmul:6,max:20,max_sequence_len:6,maxframe_print:16,maxid:17,maxid_print:16,maxout:17,mean:6,memori:17,merge_lod_tensor:6,minibatch:22,mix:17,mnist:23,model:25,momentum:[8,19],movielen:23,mul:6,multi_binary_label_cross_entropy_cost:17,multibox_loss:17,multiplex:[6,17],nce:[6,17],net:7,network:18,nlp:18,norm:17,normal:4,ones:6,ops:6,optim:[8,19],out_prod:17,overview:13,pad:17,paralleldo:6,param_attr:9,paramattr:9,paramet:[15,26],pnpair:16,pool2d:6,pool:[17,20],pow:6,power:17,precision_recal:16,prelu:17,print:[6,16],profil:10,rank:16,rank_cost:17,reader:[21,22],reciproc:6,recurr:[17,18],recurrent_group:17,reduce_max:6,reduce_mean:6,reduce_min:6,reduce_sum:6,regular:11,relu6:6,relu:[6,14],reorder_lod_tensor_by_rank:6,repeat:17,reset_profil:10,reshap:[6,17],resiz:17,rmsprop:19,roi_pool:17,rotat:17,round:6,row_conv:[6,17],row_l2_norm:17,sampl:17,sampling_id:17,save_inference_model:5,save_param:5,save_persist:5,save_var:5,scale:[6,17],scale_shift:17,scaled_dot_product_attent:7,scaling_project:17,scope_guard:2,selective_fc:17,send:6,sentiment:23,seq_concat:17,seq_reshap:17,seq_slic:17,seqtext_print:16,sequence_conv:6,sequence_conv_pool:[7,18],sequence_expand:6,sequence_first_step:6,sequence_last_step:6,sequence_pool:6,sequence_reshap:6,sequence_softmax:6,sequencesoftmax:14,sgd:8,shrink_memori:6,sigmoid:[6,14],sigmoid_cross_entropy_with_logit:6,simple_attent:18,simple_gru2:18,simple_gru:18,simple_img_conv_pool:[7,18],simple_lstm:18,slice_project:17,slope_intercept:17,small_vgg:18,smooth_l1_cost:17,soft_relu:6,softmax:14,softplu:6,softrelu:14,softshrink:6,softsign:[6,14],split:6,split_lod_tensor:6,spp:17,sqrt:6,squar:[6,14],square_error_cost:[6,17],squarerootn:20,stanh:[6,14],staticrnn:6,staticrnnmemorylink:6,sub_nested_seq:17,sub_seq:17,sum:[6,16,20],sum_cost:17,sum_to_one_norm:17,swish:6,switch_scop:2,table_project:17,tanh:[6,14],tanh_shrink:6,tensor:[6,17],text_conv_pool:18,thresholded_relu:6,topk:6,train:26,trainer:26,tran:17,trans_full_matrix_project:17,transpos:6,uci_h:23,uniform:4,util:16,value_print:16,vgg_16_network:18,warp_ctc:17,warpctc:6,weightnormparamattr:9,whileguard:6,wmt14:23,wmt16:23,xavier:4,zero:6}})
\ No newline at end of file \ No newline at end of file
Markdown is supported
0% .
You are about to add 0 people to the discussion. Proceed with caution.
先完成此消息的编辑!
想要评论请 注册