[GH-PAGES] Updated website

_sources/language-reference/python-api/generated/triton.maximum.rst.txt

@@ -3,4 +3,4 @@
 
 .. currentmodule:: triton
 
-.. autodata:: maximum
+.. autofunction:: maximum

_sources/language-reference/python-api/generated/triton.minimum.rst.txt

@@ -3,4 +3,4 @@
 
 .. currentmodule:: triton
 
-.. autodata:: minimum
+.. autofunction:: minimum

_sources/language-reference/python-api/generated/triton.ravel.rst.txt

@@ -3,4 +3,4 @@
 
 .. currentmodule:: triton
 
-.. autodata:: ravel
+.. autofunction:: ravel

_sources/language-reference/python-api/generated/triton.sigmoid.rst.txt

@@ -3,4 +3,4 @@
 
 .. currentmodule:: triton
 
-.. autodata:: sigmoid
+.. autofunction:: sigmoid

_sources/language-reference/python-api/generated/triton.softmax.rst.txt

@@ -3,4 +3,4 @@
 
 .. currentmodule:: triton
 
-.. autodata:: softmax
+.. autofunction:: softmax

genindex.html

@@ -238,13 +238,13 @@
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="language-reference/python-api/generated/triton.max.html#triton.max">max() (in module triton)</a>
 </li>
-      <li><a href="language-reference/python-api/generated/triton.maximum.html#triton.maximum">maximum (in module triton)</a>
+      <li><a href="language-reference/python-api/generated/triton.maximum.html#triton.maximum">maximum() (in module triton)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="language-reference/python-api/generated/triton.min.html#triton.min">min() (in module triton)</a>
 </li>
-      <li><a href="language-reference/python-api/generated/triton.minimum.html#triton.minimum">minimum (in module triton)</a>
+      <li><a href="language-reference/python-api/generated/triton.minimum.html#triton.minimum">minimum() (in module triton)</a>
 </li>
       <li><a href="language-reference/python-api/generated/triton.multiple_of.html#triton.multiple_of">multiple_of() (in module triton)</a>
 </li>
@@ -270,7 +270,7 @@
 <h2 id="R">R</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="language-reference/python-api/generated/triton.ravel.html#triton.ravel">ravel (in module triton)</a>
+      <li><a href="language-reference/python-api/generated/triton.ravel.html#triton.ravel">ravel() (in module triton)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
@@ -282,9 +282,9 @@
 <h2 id="S">S</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="language-reference/python-api/generated/triton.sigmoid.html#triton.sigmoid">sigmoid (in module triton)</a>
+      <li><a href="language-reference/python-api/generated/triton.sigmoid.html#triton.sigmoid">sigmoid() (in module triton)</a>
 </li>
-      <li><a href="language-reference/python-api/generated/triton.softmax.html#triton.softmax">softmax (in module triton)</a>
+      <li><a href="language-reference/python-api/generated/triton.softmax.html#triton.softmax">softmax() (in module triton)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>

language-reference/python-api/generated/triton.arange.html

@@ -192,13 +192,13 @@
 <dl class="py function">
 <dt id="triton.arange">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">arange</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.arange" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns contiguous values within the open interval [start, end).</p>
+<dd><p>Returns contiguous values within the open interval [<code class="code docutils literal notranslate"><span class="pre">start</span></code>, <code class="code docutils literal notranslate"><span class="pre">end</span></code>).</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>start</strong> (<em>int</em>) – Start of the interval.</p></li>
+<li><p><strong>start</strong> (<em>int</em>) – Start of the interval. Must be a power of two.</p></li>
-<li><p><strong>stop</strong> (<em>int</em>) – End of the interval.</p></li>
+<li><p><strong>stop</strong> (<em>int</em>) – End of the interval. Must be a power of two &gt;= start.</p></li>
-<li><p><strong>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within &#64;triton.jit functions</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
 </ul>
 </dd>
 </dl>

language-reference/python-api/generated/triton.atomic_cas.html

@@ -193,8 +193,19 @@
 <h1>triton.atomic_cas<a class="headerlink" href="#triton-atomic-cas" title="Permalink to this headline">¶</a></h1>
 <dl class="py function">
 <dt id="triton.atomic_cas">
-<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">atomic_cas</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ptr</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cmp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">val</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.atomic_cas" title="Permalink to this definition">¶</a></dt>
+<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">atomic_cas</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">pointer</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cmp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">val</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.atomic_cas" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Performs an atomic “compare-and-swap” and the memory locations specified by <code class="code docutils literal notranslate"><span class="pre">pointer</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>pointer</strong> (<em>Block of dtype=triton.PointerDType</em>) – The memory locations to compare-and-swap.</p></li>
+<li><p><strong>cmp</strong> (<em>Block of dtype=`pointer.dtype.element_ty`</em>) – The values expected to be found in the atomic object</p></li>
+<li><p><strong>val</strong> (<em>Block of dtype=`pointer.dtype.element_ty`</em>) – The values to copy in case the expected value matches the contained value.</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.atomic_xchg.html

@@ -193,8 +193,18 @@
 <h1>triton.atomic_xchg<a class="headerlink" href="#triton-atomic-xchg" title="Permalink to this headline">¶</a></h1>
 <dl class="py function">
 <dt id="triton.atomic_xchg">
-<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">atomic_xchg</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ptr</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">val</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.atomic_xchg" title="Permalink to this definition">¶</a></dt>
+<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">atomic_xchg</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">pointer</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">val</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.atomic_xchg" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Swaps the <em>old</em> values stored at location <code class="code docutils literal notranslate"><span class="pre">pointer</span></code> with the new values given by <code class="code docutils literal notranslate"><span class="pre">val</span></code>. Returns the old values.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>pointer</strong> (<em>Block of dtype=triton.PointerDType</em>) – The memory locations which contain the old values</p></li>
+<li><p><strong>val</strong> (<em>Block of dtype=`pointer.dtype.element_ty`</em>) – The new values to store</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.broadcast_to.html

@@ -193,13 +193,13 @@
 <dl class="py function">
 <dt id="triton.broadcast_to">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">broadcast_to</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shape</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.broadcast_to" title="Permalink to this definition">¶</a></dt>
-<dd><p>Tries to broadcast a block to a new shape.</p>
+<dd><p>Tries to broadcast the given block to a new <code class="code docutils literal notranslate"><span class="pre">shape</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>input</strong> (<em>triton.value</em>) – The input block.</p></li>
+<li><p><strong>input</strong> (<em>Block</em>) – The input block.</p></li>
-<li><p><strong>shape</strong> (<em>tuple of int</em>) – The new shape.</p></li>
+<li><p><strong>shape</strong> (<em>Tuple</em><em>[</em><em>int</em><em>]</em>) – The desired shape.</p></li>
-<li><p><strong>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within &#64;triton.jit functions</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
 </ul>
 </dd>
 </dl>

language-reference/python-api/generated/triton.dot.html

@@ -191,14 +191,14 @@
 <dl class="py function">
 <dt id="triton.dot">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">dot</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">other</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.dot" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns the matrix product of two blocks.
+<dd><p>Returns the matrix product of two blocks.</p>
-The two blocks must be two dimensionals and have compatible inner dimensions.</p>
+<p>The two blocks must be two dimensionals and have compatible inner dimensions.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>input</strong> (2D block of scalar-type in {<cite>float16</cite>, <cite>float32</cite>}) – The first block to be multiplied.</p></li>
+<li><p><strong>input</strong> (2D block of scalar-type in {<code class="code docutils literal notranslate"><span class="pre">float16</span></code>, <code class="code docutils literal notranslate"><span class="pre">float32</span></code>}) – The first block to be multiplied.</p></li>
-<li><p><strong>other</strong> (2D block of scalar-type in {<cite>float16</cite>, <cite>float32</cite>}) – The second block to be multiplied.</p></li>
+<li><p><strong>other</strong> (2D block of scalar-type in {<code class="code docutils literal notranslate"><span class="pre">float16</span></code>, <code class="code docutils literal notranslate"><span class="pre">float32</span></code>}) – The second block to be multiplied.</p></li>
-<li><p><strong>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within &#64;triton.jit functions</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
 </ul>
 </dd>
 </dl>

language-reference/python-api/generated/triton.exp.html

@@ -194,7 +194,16 @@
 <dl class="py function">
 <dt id="triton.exp">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">exp</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.exp" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Computes the element-wise exponential of <code class="code docutils literal notranslate"><span class="pre">x</span></code></p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>x</strong> (<em>Block</em>) – the input values</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.load.html

@@ -194,14 +194,16 @@
 <dl class="py function">
 <dt id="triton.load">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">load</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">pointer</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mask</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">other</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.load" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return a block of data whose values are, elementwise, loaded from memory at location defined by <cite>pointer</cite>.</p>
+<dd><p>Return a block of data whose values are, elementwise, loaded from memory at location defined by <code class="code docutils literal notranslate"><span class="pre">pointer</span></code>.</p>
+<p><code class="code docutils literal notranslate"><span class="pre">mask</span></code> and <code class="code docutils literal notranslate"><span class="pre">other</span></code> are implicitly broadcast to <code class="code docutils literal notranslate"><span class="pre">pointer.shape</span></code>.</p>
+<p><code class="code docutils literal notranslate"><span class="pre">other</span></code> is implicitly typecast to <code class="code docutils literal notranslate"><span class="pre">pointer.dtype.element_ty</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>pointer</strong> (<em>Block of triton.pointer</em>) – Pointer to the data to be loaded.</p></li>
+<li><p><strong>pointer</strong> (<em>Block of dtype=triton.PointerDType</em>) – Pointers to the data to be loaded.</p></li>
-<li><p><strong>mask</strong> (<em>Block of triton.bool</em><em>, </em><em>optional</em>) – if mask[idx] is false, do not load the data at <cite>pointer[idx]</cite>.</p></li>
+<li><p><strong>mask</strong> (<em>Block of triton.int1</em><em>, </em><em>optional</em>) – if mask[idx] is false, do not load the data at address <code class="code docutils literal notranslate"><span class="pre">pointer[idx]</span></code>.</p></li>
-<li><p><strong>other</strong> (<em>Block of triton.value</em><em>, </em><em>optional</em>) – if mask[idx] is false, return other[idx] instead of ‘pointer[idx]`</p></li>
+<li><p><strong>other</strong> (<em>Block</em><em>, </em><em>optional</em>) – if mask[idx] is false, return other[idx]</p></li>
-<li><p><strong>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within &#64;triton.jit functions</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
 </ul>
 </dd>
 </dl>

language-reference/python-api/generated/triton.log.html

@@ -194,7 +194,16 @@
 <dl class="py function">
 <dt id="triton.log">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">log</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.log" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Computes the element-wise natural logarithm of <code class="code docutils literal notranslate"><span class="pre">x</span></code></p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>x</strong> (<em>Block</em>) – the input values</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.max.html

@@ -193,7 +193,17 @@
 <dl class="py function">
 <dt id="triton.max">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">max</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">axis</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.max" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Returns the maximum value of all elements in the <code class="code docutils literal notranslate"><span class="pre">input</span></code> block along the provided <code class="code docutils literal notranslate"><span class="pre">axis</span></code></p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>input</strong> – the input values</p></li>
+<li><p><strong>axis</strong> – the dimension along which the reduction should be done</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.maximum.html

@@ -189,10 +189,19 @@
             
   <div class="section" id="triton-maximum">
 <h1>triton.maximum<a class="headerlink" href="#triton-maximum" title="Permalink to this headline">¶</a></h1>
-<dl class="py data">
+<dl class="py function">
 <dt id="triton.maximum">
-<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">maximum</span></code><em class="property"> <span class="pre">=</span> <span class="pre">&lt;triton.code_gen.JITFunction</span> <span class="pre">object&gt;</span></em><a class="headerlink" href="#triton.maximum" title="Permalink to this definition">¶</a></dt>
+<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">maximum</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.maximum" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Computes the element-wise maximum of <code class="code docutils literal notranslate"><span class="pre">x</span></code> and <code class="code docutils literal notranslate"><span class="pre">y</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>input</strong> (<em>Block</em>) – the first input block</p></li>
+<li><p><strong>other</strong> (<em>Block</em>) – the second input block</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.min.html

@@ -193,7 +193,17 @@
 <dl class="py function">
 <dt id="triton.min">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">min</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">axis</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.min" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Returns the minimum value of all elements in the <code class="code docutils literal notranslate"><span class="pre">input</span></code> block along the provided <code class="code docutils literal notranslate"><span class="pre">axis</span></code></p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>input</strong> – the input values</p></li>
+<li><p><strong>axis</strong> – the dimension along which the reduction should be done</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.minimum.html

@@ -189,10 +189,19 @@
             
   <div class="section" id="triton-minimum">
 <h1>triton.minimum<a class="headerlink" href="#triton-minimum" title="Permalink to this headline">¶</a></h1>
-<dl class="py data">
+<dl class="py function">
 <dt id="triton.minimum">
-<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">minimum</span></code><em class="property"> <span class="pre">=</span> <span class="pre">&lt;triton.code_gen.JITFunction</span> <span class="pre">object&gt;</span></em><a class="headerlink" href="#triton.minimum" title="Permalink to this definition">¶</a></dt>
+<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">minimum</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.minimum" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Computes the element-wise minimum of <code class="code docutils literal notranslate"><span class="pre">x</span></code> and <code class="code docutils literal notranslate"><span class="pre">y</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>input</strong> (<em>Block</em>) – the first input block</p></li>
+<li><p><strong>other</strong> (<em>Block</em>) – the second input block</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.multiple_of.html

@@ -190,8 +190,11 @@
 <h1>triton.multiple_of<a class="headerlink" href="#triton-multiple-of" title="Permalink to this headline">¶</a></h1>
 <dl class="py function">
 <dt id="triton.multiple_of">
-<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">multiple_of</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.multiple_of" title="Permalink to this definition">¶</a></dt>
+<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">multiple_of</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.multiple_of" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Let the compiler knows that the values in <code class="code docutils literal notranslate"><span class="pre">input</span></code> are all multiples of <code class="code docutils literal notranslate"><span class="pre">value</span></code>.
+:param builder: IR builder to generate code into
+:type builder: triton.ir.builder, optional from within JIT’ed functions</p>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.num_programs.html

@@ -192,12 +192,12 @@
 <dl class="py function">
 <dt id="triton.num_programs">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">num_programs</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">axis</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.num_programs" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns the number of program instances launched along the given <cite>axis</cite>.</p>
+<dd><p>Returns the number of program instances launched along the given <code class="code docutils literal notranslate"><span class="pre">axis</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>axis</strong> (<em>int</em>) – The axis of the 3D launch grid. Has to be either 0, 1 or 2.</p></li>
-<li><p><strong>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within &#64;triton.jit functions</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
 </ul>
 </dd>
 </dl>

language-reference/python-api/generated/triton.program_id.html

@@ -192,13 +192,12 @@
 <dl class="py function">
 <dt id="triton.program_id">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">program_id</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">axis</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.program_id" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns the id of the current program instance along the given <cite>axis</cite>.
+<dd><p>Returns the id of the current program instance along the given <code class="code docutils literal notranslate"><span class="pre">axis</span></code>.</p>
-Triton uses an SPMD model in which different &#64;triton.jit functions run in parallel with different <a href="#id1"><span class="problematic" id="id2">`</span></a>program_id`s.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>axis</strong> (<em>int</em>) – The axis of the 3D launch grid. Has to be either 0, 1 or 2.</p></li>
-<li><p><strong>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within &#64;triton.jit functions</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
 </ul>
 </dd>
 </dl>

language-reference/python-api/generated/triton.ravel.html

@@ -190,10 +190,16 @@
             
   <div class="section" id="triton-ravel">
 <h1>triton.ravel<a class="headerlink" href="#triton-ravel" title="Permalink to this headline">¶</a></h1>
-<dl class="py data">
+<dl class="py function">
 <dt id="triton.ravel">
-<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">ravel</span></code><em class="property"> <span class="pre">=</span> <span class="pre">&lt;triton.code_gen.JITFunction</span> <span class="pre">object&gt;</span></em><a class="headerlink" href="#triton.ravel" title="Permalink to this definition">¶</a></dt>
+<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">ravel</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.ravel" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Returns a contiguous flattened view of <code class="code docutils literal notranslate"><span class="pre">x</span></code></p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>x</strong> (<em>Block</em>) – the input block</p>
+</dd>
+</dl>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.reshape.html

@@ -193,9 +193,16 @@
 <dl class="py function">
 <dt id="triton.reshape">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">reshape</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shape</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.reshape" title="Permalink to this definition">¶</a></dt>
-<dd><p>Reshapes a block to a new shape.
+<dd><p>Tries to reshape the given block to a new shape.</p>
-:param builder: IR builder to generate code into, optional from within &#64;triton.jit functions
+<dl class="field-list simple">
-:type builder: triton.ir.builder</p>
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>input</strong> – The input block.</p></li>
+<li><p><strong>shape</strong> (<em>Tuple</em><em>[</em><em>int</em><em>]</em>) – The desired shape.</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 </div>

language-reference/python-api/generated/triton.sigmoid.html

@@ -191,10 +191,16 @@
             
   <div class="section" id="triton-sigmoid">
 <h1>triton.sigmoid<a class="headerlink" href="#triton-sigmoid" title="Permalink to this headline">¶</a></h1>
-<dl class="py data">
+<dl class="py function">
 <dt id="triton.sigmoid">
-<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">sigmoid</span></code><em class="property"> <span class="pre">=</span> <span class="pre">&lt;triton.code_gen.JITFunction</span> <span class="pre">object&gt;</span></em><a class="headerlink" href="#triton.sigmoid" title="Permalink to this definition">¶</a></dt>
+<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">sigmoid</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.sigmoid" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Computes the element-wise sigmoid of <code class="code docutils literal notranslate"><span class="pre">x</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>x</strong> (<em>Block</em>) – the input block</p>
+</dd>
+</dl>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.softmax.html

@@ -191,10 +191,16 @@
             
   <div class="section" id="triton-softmax">
 <h1>triton.softmax<a class="headerlink" href="#triton-softmax" title="Permalink to this headline">¶</a></h1>
-<dl class="py data">
+<dl class="py function">
 <dt id="triton.softmax">
-<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">softmax</span></code><em class="property"> <span class="pre">=</span> <span class="pre">&lt;triton.code_gen.JITFunction</span> <span class="pre">object&gt;</span></em><a class="headerlink" href="#triton.softmax" title="Permalink to this definition">¶</a></dt>
+<code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">softmax</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.softmax" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Computes the element-wise softmax of <code class="code docutils literal notranslate"><span class="pre">x</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>x</strong> (<em>Block</em>) – the input block</p>
+</dd>
+</dl>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.store.html

@@ -194,14 +194,15 @@
 <dl class="py function">
 <dt id="triton.store">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">store</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">pointer</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mask</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.store" title="Permalink to this definition">¶</a></dt>
-<dd><p>Stores <cite>value</cite> block of elements in memory, element-wise, at the memory locations specified by <cite>pointer</cite>.</p>
+<dd><p>Stores <code class="code docutils literal notranslate"><span class="pre">value</span></code> block of elements in memory, element-wise, at the memory locations specified by <code class="code docutils literal notranslate"><span class="pre">pointer</span></code>.</p>
+<p><code class="code docutils literal notranslate"><span class="pre">value</span></code> is implicitly broadcast to <code class="code docutils literal notranslate"><span class="pre">pointer.shape</span></code> and typecast to <code class="code docutils literal notranslate"><span class="pre">pointer.dtype.element_ty</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>pointer</strong> (<em>Block of triton.pointer</em>) – The memory locations where the elements of <cite>value</cite> are stored.</p></li>
+<li><p><strong>pointer</strong> (<em>Block of dtype=triton.PointerDType</em>) – The memory locations where the elements of <code class="code docutils literal notranslate"><span class="pre">value</span></code> are stored.</p></li>
-<li><p><strong>value</strong> (<em>Block of triton.value</em>) – The block of elements to be stored.</p></li>
+<li><p><strong>value</strong> (<em>Block</em>) – The block of elements to be stored.</p></li>
-<li><p><strong>mask</strong> (<em>Block of triton.bool</em><em>, </em><em>optional</em>) – If mask[idx] is false, do not store <cite>value[idx]</cite> at <cite>pointer[idx]</cite>.</p></li>
+<li><p><strong>mask</strong> (<em>Block of triton.int1</em><em>, </em><em>optional</em>) – If mask[idx] is false, do not store <code class="code docutils literal notranslate"><span class="pre">value[idx]</span></code> at <code class="code docutils literal notranslate"><span class="pre">pointer[idx]</span></code>.</p></li>
-<li><p><strong>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within &#64;triton.jit functions</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
 </ul>
 </dd>
 </dl>

language-reference/python-api/generated/triton.sum.html

@@ -193,7 +193,17 @@
 <dl class="py function">
 <dt id="triton.sum">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">sum</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">axis</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.sum" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Returns the sum of all elements in the <code class="code docutils literal notranslate"><span class="pre">input</span></code> block along the provided <code class="code docutils literal notranslate"><span class="pre">axis</span></code></p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>input</strong> – the input values</p></li>
+<li><p><strong>axis</strong> – the dimension along which the reduction should be done</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
 
 </div>
 

language-reference/python-api/generated/triton.where.html

@@ -191,18 +191,18 @@
 <dl class="py function">
 <dt id="triton.where">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">where</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">condition</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.where" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a block of elements from either <cite>x</cite> or <cite>y</cite>, depending on <cite>condition</cite>.
+<dd><p>Returns a block of elements from either <code class="code docutils literal notranslate"><span class="pre">x</span></code> or <code class="code docutils literal notranslate"><span class="pre">y</span></code>, depending on <code class="code docutils literal notranslate"><span class="pre">condition</span></code>.</p>
-Note that <cite>x</cite> and <cite>y</cite> are always evaluated regardless of the value of <cite>condition</cite>.
+<p>Note that <code class="code docutils literal notranslate"><span class="pre">x</span></code> and <code class="code docutils literal notranslate"><span class="pre">y</span></code> are always evaluated regardless of the value of <code class="code docutils literal notranslate"><span class="pre">condition</span></code>.</p>
-If you want to avoid unintented memory operations, use the <cite>mask</cite> arguments in <cite>triton.load</cite> and <cite>triton.store</cite> instead.
+<p>If you want to avoid unintented memory operations, use the <code class="code docutils literal notranslate"><span class="pre">mask</span></code> arguments in <cite>triton.load</cite> and <cite>triton.store</cite> instead.</p>
-The shape of <cite>x</cite> and <cite>y</cite> are both broadcast to the shape of <cite>condition</cite>.
+<p>The shape of <code class="code docutils literal notranslate"><span class="pre">x</span></code> and <code class="code docutils literal notranslate"><span class="pre">y</span></code> are both broadcast to the shape of <code class="code docutils literal notranslate"><span class="pre">condition</span></code>.
-<cite>x</cite> and <cite>y</cite> must have the data type.</p>
+<code class="code docutils literal notranslate"><span class="pre">x</span></code> and <code class="code docutils literal notranslate"><span class="pre">y</span></code> must have the data type.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>condition</strong> (<em>Block of triton.bool</em>) – When True (nonzero), yield x, otherwise yield y.</p></li>
 <li><p><strong>x</strong> – values selected at indices where condition is True.</p></li>
 <li><p><strong>y</strong> – values selected at indices where condition is False.</p></li>
-<li><p><strong>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within &#64;triton.jit functions</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
 </ul>
 </dd>
 </dl>

language-reference/python-api/generated/triton.zeros.html

@@ -192,13 +192,13 @@
 <dl class="py function">
 <dt id="triton.zeros">
 <code class="sig-prename descclassname"><span class="pre">triton.</span></code><code class="sig-name descname"><span class="pre">zeros</span></code><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">shape</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">builder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.zeros" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a block filled with the scalar value 0 and the given shape.</p>
+<dd><p>Returns a block filled with the scalar value 0 for the given <code class="code docutils literal notranslate"><span class="pre">shape</span></code> and <code class="code docutils literal notranslate"><span class="pre">dtype</span></code>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>shape</strong> (<em>tuple of ints</em>) – Shape of the new array, e.g., (8, 16) or (8, )</p></li>
-<li><p><strong>dtype</strong> (<em>triton.ir.dtype</em>) – Data-type of the new array, e.g., triton.float16</p></li>
+<li><p><strong>dtype</strong> (<em>DType</em>) – Data-type of the new array, e.g., <code class="code docutils literal notranslate"><span class="pre">triton.float16</span></code></p></li>
-<li><p><strong>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within &#64;triton.jit functions</p></li>
+<li><p><strong>builder</strong> (<em>triton.ir.builder</em><em>, </em><em>optional from within JIT'ed functions</em>) – IR builder to generate code into</p></li>
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language-reference/python-api/index.html

@@ -235,10 +235,10 @@
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-<td><p>Returns the id of the current program instance along the given <cite>axis</cite>. Triton uses an SPMD model in which different &#64;triton.jit functions run in parallel with different <a href="#id1"><span class="problematic" id="id2">`</span></a>program_id`s.</p></td>
+<td><p>Returns the id of the current program instance along the given <code class="code docutils literal notranslate"><span class="pre">axis</span></code>.</p></td>
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-<td><p>Returns the number of program instances launched along the given <cite>axis</cite>.</p></td>
+<td><p>Returns the number of program instances launched along the given <code class="code docutils literal notranslate"><span class="pre">axis</span></code>.</p></td>
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-<td><p>Returns contiguous values within the open interval [start, end).</p></td>
+<td><p>Returns contiguous values within the open interval [<code class="code docutils literal notranslate"><span class="pre">start</span></code>, <code class="code docutils literal notranslate"><span class="pre">end</span></code>).</p></td>
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-<td><p>Returns a block filled with the scalar value 0 and the given shape.</p></td>
+<td><p>Returns a block filled with the scalar value 0 for the given <code class="code docutils literal notranslate"><span class="pre">shape</span></code> and <code class="code docutils literal notranslate"><span class="pre">dtype</span></code>.</p></td>
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-<td><p>Tries to broadcast a block to a new shape.</p></td>
+<td><p>Tries to broadcast the given block to a new <code class="code docutils literal notranslate"><span class="pre">shape</span></code>.</p></td>
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-<td><p>Reshapes a block to a new shape.</p></td>
+<td><p>Tries to reshape the given block to a new shape.</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.ravel.html#triton.ravel" title="triton.ravel"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ravel</span></code></a></p></td>
-<td><p></p></td>
+<td><p>Returns a contiguous flattened view of <code class="code docutils literal notranslate"><span class="pre">x</span></code></p></td>
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-<td><p>Return a block of data whose values are, elementwise, loaded from memory at location defined by <cite>pointer</cite>.</p></td>
+<td><p>Return a block of data whose values are, elementwise, loaded from memory at location defined by <code class="code docutils literal notranslate"><span class="pre">pointer</span></code>.</p></td>
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-<td><p>Stores <cite>value</cite> block of elements in memory, element-wise, at the memory locations specified by <cite>pointer</cite>.</p></td>
+<td><p>Stores <code class="code docutils literal notranslate"><span class="pre">value</span></code> block of elements in memory, element-wise, at the memory locations specified by <code class="code docutils literal notranslate"><span class="pre">pointer</span></code>.</p></td>
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-<td><p></p></td>
+<td><p>Performs an atomic “compare-and-swap” and the memory locations specified by <code class="code docutils literal notranslate"><span class="pre">pointer</span></code>.</p></td>
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 <tr class="row-even"><td><p><a class="reference internal" href="generated/triton.atomic_xchg.html#triton.atomic_xchg" title="triton.atomic_xchg"><code class="xref py py-obj docutils literal notranslate"><span class="pre">atomic_xchg</span></code></a></p></td>
-<td><p></p></td>
+<td><p>Swaps the <em>old</em> values stored at location <code class="code docutils literal notranslate"><span class="pre">pointer</span></code> with the new values given by <code class="code docutils literal notranslate"><span class="pre">val</span></code>.</p></td>
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-<td><p>Returns a block of elements from either <cite>x</cite> or <cite>y</cite>, depending on <cite>condition</cite>.</p></td>
+<td><p>Returns a block of elements from either <code class="code docutils literal notranslate"><span class="pre">x</span></code> or <code class="code docutils literal notranslate"><span class="pre">y</span></code>, depending on <code class="code docutils literal notranslate"><span class="pre">condition</span></code>.</p></td>
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-<td><p></p></td>
+<td><p>Computes the element-wise exponential of <code class="code docutils literal notranslate"><span class="pre">x</span></code></p></td>
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 <tr class="row-even"><td><p><a class="reference internal" href="generated/triton.log.html#triton.log" title="triton.log"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log</span></code></a></p></td>
-<td><p></p></td>
+<td><p>Computes the element-wise natural logarithm of <code class="code docutils literal notranslate"><span class="pre">x</span></code></p></td>
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-<td><p></p></td>
+<td><p>Computes the element-wise sigmoid of <code class="code docutils literal notranslate"><span class="pre">x</span></code>.</p></td>
 </tr>
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-<td><p></p></td>
+<td><p>Computes the element-wise softmax of <code class="code docutils literal notranslate"><span class="pre">x</span></code>.</p></td>
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-<td><p></p></td>
+<td><p>Returns the maximum value of all elements in the <code class="code docutils literal notranslate"><span class="pre">input</span></code> block along the provided <code class="code docutils literal notranslate"><span class="pre">axis</span></code></p></td>
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-<td><p></p></td>
+<td><p>Returns the minimum value of all elements in the <code class="code docutils literal notranslate"><span class="pre">input</span></code> block along the provided <code class="code docutils literal notranslate"><span class="pre">axis</span></code></p></td>
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-<td><p></p></td>
+<td><p>Returns the sum of all elements in the <code class="code docutils literal notranslate"><span class="pre">input</span></code> block along the provided <code class="code docutils literal notranslate"><span class="pre">axis</span></code></p></td>
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-<td><p></p></td>
+<td><p>Computes the element-wise minimum of <code class="code docutils literal notranslate"><span class="pre">x</span></code> and <code class="code docutils literal notranslate"><span class="pre">y</span></code>.</p></td>
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-<td><p></p></td>
+<td><p>Computes the element-wise maximum of <code class="code docutils literal notranslate"><span class="pre">x</span></code> and <code class="code docutils literal notranslate"><span class="pre">y</span></code>.</p></td>
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-<td><p></p></td>
+<td><p>Let the compiler knows that the values in <code class="code docutils literal notranslate"><span class="pre">input</span></code> are all multiples of <code class="code docutils literal notranslate"><span class="pre">value</span></code>.</p></td>
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