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update Activation op doc

This commit is contained in:
LiWanpeng 2026-07-29 16:40:59 +08:00
parent 30b7d98acb
commit 9d67502582
7 changed files with 28 additions and 196 deletions
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master/html/_sources/functionlib/dsplib/activation.rst.txt
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@ -15,22 +15,6 @@ Activation
output_i = \min(\max(0, input_i),6)
- ``Clip`` - 将输入裁剪到区间 [min_val, max_val]
.. math::
output_i = \min(\max(input_i, \text{min\_val}), \text{max\_val})
- ``LRelu`` - 带泄露的线性整流单元（Leaky Rectified Linear Unit），它在输入为正时保持线性，在输入为负时也保留一个很小的斜率，以避免标准 ReLU 中的“死亡神经元”问题。
.. math::
output_i =
\begin{cases}
input_i, & input_i \ge 0 \\
\alpha \cdot input_i, & input_i < 0
\end{cases}
- ``Sigmoid`` - 常用的平滑非线性激活函数（又称逻辑函数），可以将任意实数映射到区间 :math:`(0, 1)`，常用于二分类问题的输出层，表示概率意义的结果。
.. math::
@ -101,17 +85,6 @@ Activation
\ln(1 + e^{input_i}), & \text{otherwise}
\end{cases}
- ``Elu`` - 在输入为正时保持线性，在输入为负时呈指数衰减，可缓解 ReLU 的“死亡神经元”问题。
.. math::
output_i =
\begin{cases}
input_i, & input_i >= 0 \\
\alpha (e^{input_i} - 1), & input_i < 0
\end{cases}
其中 :math:`\alpha` 为超参数，通常取 :math:`\alpha = 1.0`。
- ``Celu`` - 连续指数线性单元（Continuously Differentiable ELU），是 ``ELU`` 的改进版本，保证在零点处连续可导。
.. math::
@ -154,7 +127,10 @@ Activation
输入：
- **Input0** - 输入数据地址。
- **length** - 数组长度。
- **args(部分激活函数)** - 激活函数计算参数（仅适用于部分函数）。
- **alpha (float, 可选)** - Celu 激活函数所需的系数。
- **lambd (float, 可选)** - HardShrink、SoftShrink 激活函数所需的阈值。
- **min_val / max_val (float, 可选)** - HardTanh 激活函数所需的边界值。
- **approximate (int, 可选)** - Gelu 激活函数的近似计算标志。
- **core_mask(int, 可选)** - 核掩码（仅适用于共享存储版本）。
输出：
@ -176,12 +152,6 @@ Activation
.. c:function:: void i8_relu6_s(int8_t* Input0, int8_t* output,int length, int core_mask)
.. c:function:: void fp_relu6_s(float* Input0, float* output,int length, int core_mask)
.. c:function:: void hp_relu6_s(half* Input0, half* output,int length, int core_mask)
.. c:function:: void i8_clip_s(int8_t* Input0, int8_t* output,int length, int8_t min_val, int8_t max_val, int core_mask)
.. c:function:: void fp_clip_s(float* Input0, float* output,int length, float min_val, float max_val, int core_mask)
.. c:function:: void hp_clip_s(half* Input0, half* output,int length, half min_val, half max_val, int core_mask)
.. c:function:: void i8_lrelu_s(int8_t* Input0, int8_t* output,int length, float alpha, int core_mask)
.. c:function:: void fp_lrelu_s(float* Input0, float* output,int length, float alpha, int core_mask)
.. c:function:: void hp_lrelu_s(half* Input0, half* output,int length, half alpha, int core_mask)
.. c:function:: void i8_sigmoid_s(int8_t* Input0, float* output,int length, int core_mask)
.. c:function:: void fp_sigmoid_s(float* Input0, float* output,int length, int core_mask)
.. c:function:: void hp_sigmoid_s(half* Input0, half* output,int length, int core_mask)
@ -206,9 +176,6 @@ Activation
.. c:function:: void i8_softplus_s(int8_t* Input0, float* output,int length, int core_mask)
.. c:function:: void fp_softplus_s(float* Input0, float* output,int length, int core_mask)
.. c:function:: void hp_softplus_s(half* Input0, half* output,int length, int core_mask)
.. c:function:: void i8_elu_s(int8_t* Input0, float* output,int length, float alpha, int core_mask)
.. c:function:: void fp_elu_s(float* Input0, float* output,int length, float alpha, int core_mask)
.. c:function:: void hp_elu_s(half* Input0, half* output,int length, half alpha, int core_mask)
.. c:function:: void i8_celu_s(int8_t* Input0, float* output,int length, float alpha, int core_mask)
.. c:function:: void fp_celu_s(float* Input0, float* output,int length, float alpha, int core_mask)
.. c:function:: void hp_celu_s(half* Input0, half* output,int length, half alpha, int core_mask)
@ -249,12 +216,6 @@ Activation
.. c:function:: void i8_relu6_p(int8_t* Input0, int8_t* output,int length)
.. c:function:: void fp_relu6_p(float* Input0, float* output,int length)
.. c:function:: void hp_relu6_p(half* Input0, half* output,int length)
.. c:function:: void i8_clip_p(int8_t* Input0, int8_t* output,int length, int8_t min_val, int8_t max_val)
.. c:function:: void fp_clip_p(float* Input0, float* output,int length, float min_val, float max_val)
.. c:function:: void hp_clip_p(half* Input0, half* output,int length, half min_val, half max_val)
.. c:function:: void i8_lrelu_p(int8_t* Input0, int8_t* output,int length, float alpha)
.. c:function:: void fp_lrelu_p(float* Input0, float* output,int length, float alpha)
.. c:function:: void hp_lrelu_p(half* Input0, half* output,int length, half alpha)
.. c:function:: void i8_sigmoid_p(int8_t* Input0, float* output,int length)
.. c:function:: void fp_sigmoid_p(float* Input0, float* output,int length)
.. c:function:: void hp_sigmoid_p(half* Input0, half* output,int length)
@ -279,9 +240,6 @@ Activation
.. c:function:: void i8_softplus_p(int8_t* Input0, float* output,int length)
.. c:function:: void fp_softplus_p(float* Input0, float* output,int length)
.. c:function:: void hp_softplus_p(half* Input0, half* output,int length)
.. c:function:: void i8_elu_p(int8_t* Input0, float* output,int length, float alpha)
.. c:function:: void fp_elu_p(float* Input0, float* output,int length, float alpha)
.. c:function:: void hp_elu_p(half* Input0, half* output,int length, half alpha)
.. c:function:: void i8_celu_p(int8_t* Input0, float* output,int length, float alpha)
.. c:function:: void fp_celu_p(float* Input0, float* output,int length, float alpha)
.. c:function:: void hp_celu_p(half* Input0, half* output,int length, half alpha)
@ -301,7 +259,7 @@ Activation
:linenos:
:emphasize-lines: 9
//FT78NE示例
//FT04示例
#include <stdio.h>
#include <activation.h>

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master/html/functionlib/dsplib/activation.html
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@ -325,22 +325,6 @@
\[output_i = \min(\max(0, input_i),6)\]</div>
</div></blockquote>
</li>
<li><p><code class="docutils literal notranslate"><span class="pre">Clip</span></code> - 将输入裁剪到区间 [min_val, max_val]</p>
<blockquote>
<div><div class="math notranslate nohighlight">
\[output_i = \min(\max(input_i, \text{min\_val}), \text{max\_val})\]</div>
</div></blockquote>
</li>
<li><p><code class="docutils literal notranslate"><span class="pre">LRelu</span></code> - 带泄露的线性整流单元（Leaky Rectified Linear Unit），它在输入为正时保持线性，在输入为负时也保留一个很小的斜率，以避免标准 ReLU 中的“死亡神经元”问题。</p>
<blockquote>
<div><div class="math notranslate nohighlight">
\[\begin{split}output_i =
\begin{cases}
input_i, &amp; input_i \ge 0 \\
\alpha \cdot input_i, &amp; input_i &lt; 0
\end{cases}\end{split}\]</div>
</div></blockquote>
</li>
<li><p><code class="docutils literal notranslate"><span class="pre">Sigmoid</span></code> - 常用的平滑非线性激活函数（又称逻辑函数），可以将任意实数映射到区间 <span class="math notranslate nohighlight">\((0, 1)\)</span>，常用于二分类问题的输出层，表示概率意义的结果。</p>
<blockquote>
<div><div class="math notranslate nohighlight">
@ -409,17 +393,6 @@ input_i \,\Phi(input_i)
\end{cases}\end{split}\]</div>
</div></blockquote>
</li>
<li><p><code class="docutils literal notranslate"><span class="pre">Elu</span></code> - 在输入为正时保持线性，在输入为负时呈指数衰减，可缓解 ReLU 的“死亡神经元”问题。</p>
<blockquote>
<div><div class="math notranslate nohighlight">
\[\begin{split}output_i =
\begin{cases}
input_i, &amp; input_i &gt;= 0 \\
\alpha (e^{input_i} - 1), &amp; input_i &lt; 0
\end{cases}\end{split}\]</div>
</div></blockquote>
<p>其中 <span class="math notranslate nohighlight">\(\alpha\)</span> 为超参数，通常取 <span class="math notranslate nohighlight">\(\alpha = 1.0\)</span>。</p>
</li>
<li><p><code class="docutils literal notranslate"><span class="pre">Celu</span></code> - 连续指数线性单元（Continuously Differentiable ELU），是 <code class="docutils literal notranslate"><span class="pre">ELU</span></code> 的改进版本，保证在零点处连续可导。</p>
<blockquote>
<div><div class="math notranslate nohighlight">
@ -464,7 +437,10 @@ input_i + \lambda, &amp; \text{if } input_i &lt; -\lambda \\
<dt>输入：</dt><dd><ul class="simple">
<li><p><strong>Input0</strong> - 输入数据地址。</p></li>
<li><p><strong>length</strong> - 数组长度。</p></li>
<li><p><strong>args(部分激活函数)</strong> - 激活函数计算参数（仅适用于部分函数）。</p></li>
<li><p><strong>alpha (float, 可选)</strong> - Celu 激活函数所需的系数。</p></li>
<li><p><strong>lambd (float, 可选)</strong> - HardShrink、SoftShrink 激活函数所需的阈值。</p></li>
<li><p><strong>min_val / max_val (float, 可选)</strong> - HardTanh 激活函数所需的边界值。</p></li>
<li><p><strong>approximate (int, 可选)</strong> - Gelu 激活函数的近似计算标志。</p></li>
<li><p><strong>core_mask(int, 可选)</strong> - 核掩码（仅适用于共享存储版本）。</p></li>
</ul>
</dd>
@ -514,36 +490,6 @@ input_i + \lambda, &amp; \text{if } input_i &lt; -\lambda \\
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">hp_relu6_s</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.hp_relu6_s" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.i8_clip_s">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i8_clip_s</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="n"><span class="pre">min_val</span></span>, <span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="n"><span class="pre">max_val</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i8_clip_s" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.fp_clip_s">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">fp_clip_s</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">min_val</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">max_val</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.fp_clip_s" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.hp_clip_s">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">hp_clip_s</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="n"><span class="pre">min_val</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="n"><span class="pre">max_val</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.hp_clip_s" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.i8_lrelu_s">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i8_lrelu_s</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i8_lrelu_s" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.fp_lrelu_s">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">fp_lrelu_s</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.fp_lrelu_s" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.hp_lrelu_s">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">hp_lrelu_s</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.hp_lrelu_s" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.i8_sigmoid_s">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i8_sigmoid_s</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i8_sigmoid_s" title="永久链接至目标"></a><br /></dt>
@ -664,21 +610,6 @@ input_i + \lambda, &amp; \text{if } input_i &lt; -\lambda \\
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">hp_softplus_s</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.hp_softplus_s" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.i8_elu_s">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i8_elu_s</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i8_elu_s" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.fp_elu_s">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">fp_elu_s</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.fp_elu_s" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.hp_elu_s">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">hp_elu_s</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.hp_elu_s" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.i8_celu_s">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i8_celu_s</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i8_celu_s" title="永久链接至目标"></a><br /></dt>
@ -787,36 +718,6 @@ input_i + \lambda, &amp; \text{if } input_i &lt; -\lambda \\
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">hp_relu6_p</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.hp_relu6_p" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.i8_clip_p">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i8_clip_p</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="n"><span class="pre">min_val</span></span>, <span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="n"><span class="pre">max_val</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i8_clip_p" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.fp_clip_p">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">fp_clip_p</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">min_val</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">max_val</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.fp_clip_p" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.hp_clip_p">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">hp_clip_p</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="n"><span class="pre">min_val</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="n"><span class="pre">max_val</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.hp_clip_p" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.i8_lrelu_p">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i8_lrelu_p</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i8_lrelu_p" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.fp_lrelu_p">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">fp_lrelu_p</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.fp_lrelu_p" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.hp_lrelu_p">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">hp_lrelu_p</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.hp_lrelu_p" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.i8_sigmoid_p">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i8_sigmoid_p</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i8_sigmoid_p" title="永久链接至目标"></a><br /></dt>
@ -937,21 +838,6 @@ input_i + \lambda, &amp; \text{if } input_i &lt; -\lambda \\
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">hp_softplus_p</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.hp_softplus_p" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.i8_elu_p">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i8_elu_p</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i8_elu_p" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.fp_elu_p">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">fp_elu_p</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.fp_elu_p" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.hp_elu_p">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">hp_elu_p</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="n"><span class="pre">half</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.hp_elu_p" title="永久链接至目标"></a><br /></dt>
<dd></dd></dl>
<dl class="c function">
<dt class="sig sig-object c" id="c.i8_celu_p">
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i8_celu_p</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">int8_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">Input0</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">length</span></span>, <span class="kt"><span class="pre">float</span></span><span class="w"> </span><span class="n"><span class="pre">alpha</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i8_celu_p" title="永久链接至目标"></a><br /></dt>
@ -1014,7 +900,7 @@ input_i + \lambda, &amp; \text{if } input_i &lt; -\lambda \\
<p><strong>C调用示例：</strong></p>
<blockquote>
<div><div class="highlight-c notranslate"><div class="highlight"><pre><span></span><span class="linenos"> 1</span><span class="c1">//FT78NE示例</span>
<div><div class="highlight-c notranslate"><div class="highlight"><pre><span></span><span class="linenos"> 1</span><span class="c1">//FT04示例</span>
<span class="linenos"> 2</span><span class="cp">#include</span><span class="w"> </span><span class="cpf">&lt;stdio.h&gt;</span>
<span class="linenos"> 3</span><span class="cp">#include</span><span class="w"> </span><span class="cpf">&lt;activation.h&gt;</span>
<span class="linenos"> 4</span>

46
master/html/genindex.html
View File

@ -1322,9 +1322,9 @@
</li>
<li><a href="functionlib/dsplib/activation.html#c.fp_celu_s">fp_celu_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.fp_clip_p">fp_clip_p（C function）</a>, <a href="functionlib/dsplib/clip.html#c.fp_clip_p">[1]</a>
<li><a href="functionlib/dsplib/clip.html#c.fp_clip_p">fp_clip_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.fp_clip_s">fp_clip_s（C function）</a>, <a href="functionlib/dsplib/clip.html#c.fp_clip_s">[1]</a>
<li><a href="functionlib/dsplib/clip.html#c.fp_clip_s">fp_clip_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/concat.html#c.fp_concat_p">fp_concat_p（C function）</a>
</li>
@ -1404,9 +1404,9 @@
</li>
<li><a href="functionlib/dsplib/activation_grad.html#c.fp_elu_grad_s">fp_elu_grad_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.fp_elu_p">fp_elu_p（C function）</a>, <a href="functionlib/dsplib/elu.html#c.fp_elu_p">[1]</a>
<li><a href="functionlib/dsplib/elu.html#c.fp_elu_p">fp_elu_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.fp_elu_s">fp_elu_s（C function）</a>, <a href="functionlib/dsplib/elu.html#c.fp_elu_s">[1]</a>
<li><a href="functionlib/dsplib/elu.html#c.fp_elu_s">fp_elu_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/embeddinglookup.html#c.fp_embedding_lookup_p">fp_embedding_lookup_p（C function）</a>
</li>
@ -1616,14 +1616,10 @@
</li>
<li><a href="functionlib/dsplib/activation_grad.html#c.fp_lrelu_grad_s">fp_lrelu_grad_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.fp_lrelu_p">fp_lrelu_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.fp_lrelu_s">fp_lrelu_s（C function）</a>
<li><a href="functionlib/dsplib/lrn.html#c.fp_lrn_p">fp_lrn_p（C function）</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="functionlib/dsplib/lrn.html#c.fp_lrn_p">fp_lrn_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/lrn.html#c.fp_lrn_s">fp_lrn_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/lsh_projection.html#c.fp_lsh_projection_p">fp_lsh_projection_p（C function）</a>
@ -2190,9 +2186,9 @@
</li>
<li><a href="functionlib/dsplib/activation.html#c.hp_celu_s">hp_celu_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.hp_clip_p">hp_clip_p（C function）</a>, <a href="functionlib/dsplib/clip.html#c.hp_clip_p">[1]</a>
<li><a href="functionlib/dsplib/clip.html#c.hp_clip_p">hp_clip_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.hp_clip_s">hp_clip_s（C function）</a>, <a href="functionlib/dsplib/clip.html#c.hp_clip_s">[1]</a>
<li><a href="functionlib/dsplib/clip.html#c.hp_clip_s">hp_clip_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/concat.html#c.hp_concat_p">hp_concat_p（C function）</a>
</li>
@ -2268,9 +2264,9 @@
</li>
<li><a href="functionlib/dsplib/activation_grad.html#c.hp_elu_grad_s">hp_elu_grad_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.hp_elu_p">hp_elu_p（C function）</a>, <a href="functionlib/dsplib/elu.html#c.hp_elu_p">[1]</a>
<li><a href="functionlib/dsplib/elu.html#c.hp_elu_p">hp_elu_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.hp_elu_s">hp_elu_s（C function）</a>, <a href="functionlib/dsplib/elu.html#c.hp_elu_s">[1]</a>
<li><a href="functionlib/dsplib/elu.html#c.hp_elu_s">hp_elu_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/embeddinglookup.html#c.hp_embedding_lookup_p">hp_embedding_lookup_p（C function）</a>
</li>
@ -2475,10 +2471,6 @@
<li><a href="functionlib/dsplib/activation_grad.html#c.hp_lrelu_grad_p">hp_lrelu_grad_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation_grad.html#c.hp_lrelu_grad_s">hp_lrelu_grad_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.hp_lrelu_p">hp_lrelu_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.hp_lrelu_s">hp_lrelu_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/lrn.html#c.hp_lrn_p">hp_lrn_p（C function）</a>
</li>
@ -2498,10 +2490,10 @@
</li>
<li><a href="functionlib/dsplib/lstmgraddata.html#c.hp_lstmgraddata_p">hp_lstmgraddata_p（C function）</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="functionlib/dsplib/lstmgraddata.html#c.hp_lstmgraddata_s">hp_lstmgraddata_s（C function）</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="functionlib/dsplib/lstmgradweight.html#c.hp_lstmgradweight_p">hp_lstmgradweight_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/lstmgradweight.html#c.hp_lstmgradweight_s">hp_lstmgradweight_s（C function）</a>
@ -3623,11 +3615,11 @@
<li><a href="functionlib/dsplib/scatter_nd.html#c.i32_scatter_nd_s">i32_scatter_nd_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/scatter_nd_update.html#c.i32_scatter_nd_update_p">i32_scatter_nd_update_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/scatter_nd_update.html#c.i32_scatter_nd_update_s">i32_scatter_nd_update_s（C function）</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="functionlib/dsplib/scatter_nd_update.html#c.i32_scatter_nd_update_s">i32_scatter_nd_update_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/select.html#c.i32_select_p">i32_select_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/select.html#c.i32_select_s">i32_select_s（C function）</a>
@ -3848,9 +3840,9 @@
</li>
<li><a href="functionlib/dsplib/activation.html#c.i8_celu_s">i8_celu_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.i8_clip_p">i8_clip_p（C function）</a>, <a href="functionlib/dsplib/clip.html#c.i8_clip_p">[1]</a>
<li><a href="functionlib/dsplib/clip.html#c.i8_clip_p">i8_clip_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.i8_clip_s">i8_clip_s（C function）</a>, <a href="functionlib/dsplib/clip.html#c.i8_clip_s">[1]</a>
<li><a href="functionlib/dsplib/clip.html#c.i8_clip_s">i8_clip_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/concat.html#c.i8_concat_p">i8_concat_p（C function）</a>
</li>
@ -3894,9 +3886,9 @@
</li>
<li><a href="functionlib/dsplib/eltwise.html#c.i8_eltwise_s">i8_eltwise_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.i8_elu_p">i8_elu_p（C function）</a>, <a href="functionlib/dsplib/elu.html#c.i8_elu_p">[1]</a>
<li><a href="functionlib/dsplib/elu.html#c.i8_elu_p">i8_elu_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.i8_elu_s">i8_elu_s（C function）</a>, <a href="functionlib/dsplib/elu.html#c.i8_elu_s">[1]</a>
<li><a href="functionlib/dsplib/elu.html#c.i8_elu_s">i8_elu_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/equal.html#c.i8_equal_p">i8_equal_p（C function）</a>
</li>
@ -4021,10 +4013,6 @@
<li><a href="functionlib/dsplib/logsoftmax.html#c.i8_logsoftmax_p">i8_logsoftmax_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/logsoftmax.html#c.i8_logsoftmax_s">i8_logsoftmax_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.i8_lrelu_p">i8_lrelu_p（C function）</a>
</li>
<li><a href="functionlib/dsplib/activation.html#c.i8_lrelu_s">i8_lrelu_s（C function）</a>
</li>
<li><a href="functionlib/dsplib/lsh_projection.html#c.i8_lsh_projection_p">i8_lsh_projection_p（C function）</a>
</li>

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