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Philippe Tillet
2021-08-14 18:05:36 +00:00
parent 358fb209d7
commit 09be744d1d
31 changed files with 945 additions and 89 deletions
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_sources/getting-started/tutorials/01-vector-add.rst.txt
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_sources/getting-started/tutorials/02-fused-softmax.rst.txt
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_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt
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@@ -463,37 +463,37 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we
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8
_sources/getting-started/tutorials/sg_execution_times.rst.txt
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@@ -5,12 +5,12 @@
Computation times
=================
**03:54.762** total execution time for **getting-started_tutorials** files:
**03:42.447** total execution time for **getting-started_tutorials** files:
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:31.194 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 02:18.271 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:12.586 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 01:13.154 | 0.0 MB |
+---------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:10.981 | 0.0 MB |
| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 00:11.022 | 0.0 MB |
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6
_sources/python-api/generated/triton.language.cos.rst.txt Normal file
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@@ -0,0 +1,6 @@
triton.language.cos
===================
.. currentmodule:: triton.language
.. autofunction:: cos

6
_sources/python-api/generated/triton.language.sin.rst.txt Normal file
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@@ -0,0 +1,6 @@
triton.language.sin
===================
.. currentmodule:: triton.language
.. autofunction:: sin

6
_sources/python-api/generated/triton.language.sqrt.rst.txt Normal file
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@@ -0,0 +1,6 @@
triton.language.sqrt
====================
.. currentmodule:: triton.language
.. autofunction:: sqrt

3
_sources/python-api/triton.language.rst.txt
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@@ -80,6 +80,9 @@ Math Ops
exp
log
cos
sin
sqrt
sigmoid
softmax

13
genindex.html
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@@ -177,6 +177,7 @@
<a href="#_"><strong>_</strong></a>
| <a href="#A"><strong>A</strong></a>
| <a href="#B"><strong>B</strong></a>
| <a href="#C"><strong>C</strong></a>
| <a href="#D"><strong>D</strong></a>
| <a href="#E"><strong>E</strong></a>
| <a href="#J"><strong>J</strong></a>
@@ -224,6 +225,14 @@
</ul></td>
</tr></table>
<h2 id="C">C</h2>
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<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python-api/generated/triton.language.cos.html#triton.language.cos">cos() (in module triton.language)</a>
</li>
</ul></td>
</tr></table>
<h2 id="D">D</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
@@ -318,11 +327,15 @@
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python-api/generated/triton.language.sigmoid.html#triton.language.sigmoid">sigmoid() (in module triton.language)</a>
</li>
<li><a href="python-api/generated/triton.language.sin.html#triton.language.sin">sin() (in module triton.language)</a>
</li>
<li><a href="python-api/generated/triton.language.softmax.html#triton.language.softmax">softmax() (in module triton.language)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python-api/generated/triton.language.sqrt.html#triton.language.sqrt">sqrt() (in module triton.language)</a>
</li>
<li><a href="python-api/generated/triton.language.store.html#triton.language.store">store() (in module triton.language)</a>
</li>
<li><a href="python-api/generated/triton.language.sum.html#triton.language.sum">sum() (in module triton.language)</a>

6
getting-started/tutorials/01-vector-add.html
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@@ -319,10 +319,10 @@ for different problem sizes.</p>
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<div class="sphx-glr-download sphx-glr-download-python docutils container">
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16
getting-started/tutorials/02-fused-softmax.html
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@@ -385,17 +385,17 @@ We will then compare its performance against (1) <code class="code docutils lite
<p class="sphx-glr-script-out">Out:</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>softmax-performance:
N Triton Torch (native) Torch (jit)
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</pre></div>
@@ -408,7 +408,7 @@ We will then compare its performance against (1) <code class="code docutils lite
Note however that the PyTorch <cite>softmax</cite> operation is more general and will works on tensors of any shape.</p></li>
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<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 13.154 seconds)</p>
<div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-getting-started-tutorials-02-fused-softmax-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/d91442ac2982c4e0cc3ab0f43534afbc/02-fused-softmax.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">02-fused-softmax.py</span></code></a></p>

52
getting-started/tutorials/03-matrix-multiplication.html
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@@ -567,42 +567,42 @@ torch_output=tensor([[ 1.1045, -36.9688, 31.4688, ..., -11.3906, 24.4531, -3
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<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 31.194 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 18.271 seconds)</p>
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8
getting-started/tutorials/sg_execution_times.html
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@@ -174,7 +174,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-getting-started-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline"></a></h1>
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@@ -183,15 +183,15 @@
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<td><p>01:12.586</p></td>
<td><p>01:13.154</p></td>
<td><p>0.0 MB</p></td>
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<div class="section" id="triton-language-cos">
<h1>triton.language.cos<a class="headerlink" href="#triton-language-cos" title="Permalink to this headline"></a></h1>
<dl class="py function">
<dt class="sig sig-object py" id="triton.language.cos">
<span class="sig-prename descclassname"><span class="pre">triton.language.</span></span><span class="sig-name descname"><span class="pre">cos</span></span><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.language.cos" title="Permalink to this definition"></a></dt>
<dd><p>Computes the element-wise cosine 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>
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<div class="section" id="triton-language-sin">
<h1>triton.language.sin<a class="headerlink" href="#triton-language-sin" title="Permalink to this headline"></a></h1>
<dl class="py function">
<dt class="sig sig-object py" id="triton.language.sin">
<span class="sig-prename descclassname"><span class="pre">triton.language.</span></span><span class="sig-name descname"><span class="pre">sin</span></span><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.language.sin" title="Permalink to this definition"></a></dt>
<dd><p>Computes the element-wise sine 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>
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<div class="section" id="triton-language-sqrt">
<h1>triton.language.sqrt<a class="headerlink" href="#triton-language-sqrt" title="Permalink to this headline"></a></h1>
<dl class="py function">
<dt class="sig sig-object py" id="triton.language.sqrt">
<span class="sig-prename descclassname"><span class="pre">triton.language.</span></span><span class="sig-name descname"><span class="pre">sqrt</span></span><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.language.sqrt" title="Permalink to this definition"></a></dt>
<dd><p>Computes the element-wise square root 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>
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16
python-api/triton.language.html
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@@ -135,6 +135,9 @@
<li class="toctree-l2"><a class="reference internal" href="#math-ops">Math Ops</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/triton.language.exp.html">triton.language.exp</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/triton.language.log.html">triton.language.log</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/triton.language.cos.html">triton.language.cos</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/triton.language.sin.html">triton.language.sin</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/triton.language.sqrt.html">triton.language.sqrt</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/triton.language.sigmoid.html">triton.language.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/triton.language.softmax.html">triton.language.softmax</a></li>
</ul>
@@ -350,10 +353,19 @@
<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.language.log.html#triton.language.log" title="triton.language.log"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log</span></code></a></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>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.language.sigmoid.html#triton.language.sigmoid" title="triton.language.sigmoid"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sigmoid</span></code></a></p></td>
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.language.cos.html#triton.language.cos" title="triton.language.cos"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cos</span></code></a></p></td>
<td><p>Computes the element-wise cosine of <code class="code docutils literal notranslate"><span class="pre">x</span></code></p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.language.sin.html#triton.language.sin" title="triton.language.sin"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sin</span></code></a></p></td>
<td><p>Computes the element-wise sine of <code class="code docutils literal notranslate"><span class="pre">x</span></code></p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.language.sqrt.html#triton.language.sqrt" title="triton.language.sqrt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sqrt</span></code></a></p></td>
<td><p>Computes the element-wise square root of <code class="code docutils literal notranslate"><span class="pre">x</span></code></p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.language.sigmoid.html#triton.language.sigmoid" title="triton.language.sigmoid"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sigmoid</span></code></a></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>
<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.language.softmax.html#triton.language.softmax" title="triton.language.softmax"><code class="xref py py-obj docutils literal notranslate"><span class="pre">softmax</span></code></a></p></td>
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.language.softmax.html#triton.language.softmax" title="triton.language.softmax"><code class="xref py py-obj docutils literal notranslate"><span class="pre">softmax</span></code></a></p></td>
<td><p>Computes the element-wise softmax of <code class="code docutils literal notranslate"><span class="pre">x</span></code>.</p></td>
</tr>
</tbody>

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