提交 695651c7 编写于 作者: T Travis CI

Deploy to GitHub Pages: c1ae3396

上级 51656aa1
...@@ -37,7 +37,7 @@ Suppose our loss function is :math:`c(y)`, then ...@@ -37,7 +37,7 @@ Suppose our loss function is :math:`c(y)`, then
\frac{\partial c(y)}{\partial x} = \frac{\partial c(y)}{\partial y} \frac{\partial y}{\partial x} \frac{\partial c(y)}{\partial x} = \frac{\partial c(y)}{\partial y} \frac{\partial y}{\partial x}
Suppose :math:`z = f(W^T x + b)`, then Suppose :math:`z = W^T x + b`, then
.. math:: .. math::
......
...@@ -207,7 +207,7 @@ Fully connected layer takes a dense input vector with dimension <span class="mat ...@@ -207,7 +207,7 @@ Fully connected layer takes a dense input vector with dimension <span class="mat
<p>Suppose our loss function is <span class="math">\(c(y)\)</span>, then</p> <p>Suppose our loss function is <span class="math">\(c(y)\)</span>, then</p>
<div class="math"> <div class="math">
\[\frac{\partial c(y)}{\partial x} = \frac{\partial c(y)}{\partial y} \frac{\partial y}{\partial x}\]</div> \[\frac{\partial c(y)}{\partial x} = \frac{\partial c(y)}{\partial y} \frac{\partial y}{\partial x}\]</div>
<p>Suppose <span class="math">\(z = f(W^T x + b)\)</span>, then</p> <p>Suppose <span class="math">\(z = W^T x + b\)</span>, then</p>
<div class="math"> <div class="math">
\[\frac{\partial y}{\partial z} = \frac{\partial f(z)}{\partial z}\]</div> \[\frac{\partial y}{\partial z} = \frac{\partial f(z)}{\partial z}\]</div>
<p>This derivative can be automatically computed by our base layer class.</p> <p>This derivative can be automatically computed by our base layer class.</p>
......
...@@ -37,7 +37,7 @@ ...@@ -37,7 +37,7 @@
\frac{\partial c(y)}{\partial x} = \frac{\partial c(y)}{\partial y} \frac{\partial y}{\partial x} \frac{\partial c(y)}{\partial x} = \frac{\partial c(y)}{\partial y} \frac{\partial y}{\partial x}
假设 :math:`z = f(W^T x + b)` ,那么 假设 :math:`z = W^T x + b` ,那么
.. math:: .. math::
......
...@@ -207,7 +207,7 @@ ...@@ -207,7 +207,7 @@
<p>假设损失函数是 <span class="math">\(c(y)\)</span> ,那么</p> <p>假设损失函数是 <span class="math">\(c(y)\)</span> ,那么</p>
<div class="math"> <div class="math">
\[\frac{\partial c(y)}{\partial x} = \frac{\partial c(y)}{\partial y} \frac{\partial y}{\partial x}\]</div> \[\frac{\partial c(y)}{\partial x} = \frac{\partial c(y)}{\partial y} \frac{\partial y}{\partial x}\]</div>
<p>假设 <span class="math">\(z = f(W^T x + b)\)</span> ,那么</p> <p>假设 <span class="math">\(z = W^T x + b\)</span> ,那么</p>
<div class="math"> <div class="math">
\[\frac{\partial y}{\partial z} = \frac{\partial f(z)}{\partial z}\]</div> \[\frac{\partial y}{\partial z} = \frac{\partial f(z)}{\partial z}\]</div>
<p>PaddlePaddle的base layer类可以自动计算上面的导数。</p> <p>PaddlePaddle的base layer类可以自动计算上面的导数。</p>
......
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