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<h1>triton.arange<a class="headerlink" href="#triton-arange" title="Permalink to this headline">¶</a></h1>
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<dl class="py function">
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<dt id="triton.arange">
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<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>
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<dd><p>Returns contiguous values within the open interval [start, end).</p>
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<li><p><strong>start</strong> (<em>int</em>) – Start of the interval.</p></li>
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<div class="section" id="triton-atomic-cas">
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<h1>triton.atomic_cas<a class="headerlink" href="#triton-atomic-cas" title="Permalink to this headline">¶</a></h1>
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<dt id="triton.atomic_cas">
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<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>
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<div class="section" id="triton-atomic-xchg">
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<h1>triton.atomic_xchg<a class="headerlink" href="#triton-atomic-xchg" title="Permalink to this headline">¶</a></h1>
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<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>
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<h1>triton.broadcast_to<a class="headerlink" href="#triton-broadcast-to" title="Permalink to this headline">¶</a></h1>
|
||||
<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>
|
||||
<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>shape</strong> (<em>tuple of int</em>) – The new shape.</p></li>
|
||||
<li><p><strong>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within @triton.jit functions</p></li>
|
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<div class="section" id="triton-dot">
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<h1>triton.dot<a class="headerlink" href="#triton-dot" title="Permalink to this headline">¶</a></h1>
|
||||
<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.
|
||||
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>other</strong> (2D block of scalar-type in {<cite>float16</cite>, <cite>float32</cite>}) – The second block to be multiplied.</p></li>
|
||||
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<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>
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260
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Normal file
260
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<h1>triton.load<a class="headerlink" href="#triton-load" title="Permalink to this headline">¶</a></h1>
|
||||
<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>
|
||||
<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>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>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>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within @triton.jit functions</p></li>
|
||||
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249
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Normal file
249
language-reference/python-api/generated/triton.log.html
Normal file
@@ -0,0 +1,249 @@
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|
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<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>
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248
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Normal file
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Normal file
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<h1>triton.max<a class="headerlink" href="#triton-max" title="Permalink to this headline">¶</a></h1>
|
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<dl class="py function">
|
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|
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<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>
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247
language-reference/python-api/generated/triton.maximum.html
Normal file
247
language-reference/python-api/generated/triton.maximum.html
Normal file
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<h1>triton.maximum<a class="headerlink" href="#triton-maximum" title="Permalink to this headline">¶</a></h1>
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<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"><triton.code_gen.JITFunction</span> <span class="pre">object></span></em><a class="headerlink" href="#triton.maximum" title="Permalink to this definition">¶</a></dt>
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<h1>triton.min<a class="headerlink" href="#triton-min" title="Permalink to this headline">¶</a></h1>
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<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>
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<h1>triton.minimum<a class="headerlink" href="#triton-minimum" title="Permalink to this headline">¶</a></h1>
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<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"><triton.code_gen.JITFunction</span> <span class="pre">object></span></em><a class="headerlink" href="#triton.minimum" title="Permalink to this definition">¶</a></dt>
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<h1>triton.multiple_of<a class="headerlink" href="#triton-multiple-of" title="Permalink to this headline">¶</a></h1>
|
||||
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|
||||
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|
||||
<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>
|
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<h1>triton.num_programs<a class="headerlink" href="#triton-num-programs" title="Permalink to this headline">¶</a></h1>
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<dl class="py function">
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<dt id="triton.num_programs">
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<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>
|
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<dd><p>Returns the number of program instances launched along the given <cite>axis</cite>.</p>
|
||||
<dl class="field-list simple">
|
||||
<dt class="field-odd">Parameters</dt>
|
||||
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|
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<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>
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<h1>triton.program_id<a class="headerlink" href="#triton-program-id" title="Permalink to this headline">¶</a></h1>
|
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<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>.
|
||||
Triton uses an SPMD model in which different @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 @triton.jit functions</p></li>
|
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<div class="section" id="triton-ravel">
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<h1>triton.ravel<a class="headerlink" href="#triton-ravel" title="Permalink to this headline">¶</a></h1>
|
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<dl class="py data">
|
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<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"><triton.code_gen.JITFunction</span> <span class="pre">object></span></em><a class="headerlink" href="#triton.ravel" title="Permalink to this definition">¶</a></dt>
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|
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|
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|
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<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.
|
||||
:param builder: IR builder to generate code into, optional from within @triton.jit functions
|
||||
:type builder: triton.ir.builder</p>
|
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249
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<h1>triton.sigmoid<a class="headerlink" href="#triton-sigmoid" title="Permalink to this headline">¶</a></h1>
|
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|
||||
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|
||||
<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"><triton.code_gen.JITFunction</span> <span class="pre">object></span></em><a class="headerlink" href="#triton.sigmoid" title="Permalink to this definition">¶</a></dt>
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<h1>triton.softmax<a class="headerlink" href="#triton-softmax" title="Permalink to this headline">¶</a></h1>
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|
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<dt id="triton.softmax">
|
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<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"><triton.code_gen.JITFunction</span> <span class="pre">object></span></em><a class="headerlink" href="#triton.softmax" title="Permalink to this definition">¶</a></dt>
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260
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Normal file
260
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Normal file
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<div class="section" id="triton-store">
|
||||
<h1>triton.store<a class="headerlink" href="#triton-store" title="Permalink to this headline">¶</a></h1>
|
||||
<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>
|
||||
<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>value</strong> (<em>Block of triton.value</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>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within @triton.jit functions</p></li>
|
||||
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|
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248
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Normal file
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<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>
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<h1>triton.where<a class="headerlink" href="#triton-where" title="Permalink to this headline">¶</a></h1>
|
||||
<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>.
|
||||
Note that <cite>x</cite> and <cite>y</cite> are always evaluated regardless of the value of <cite>condition</cite>.
|
||||
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.
|
||||
The shape of <cite>x</cite> and <cite>y</cite> are both broadcast to the shape of <cite>condition</cite>.
|
||||
<cite>x</cite> and <cite>y</cite> 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 @triton.jit functions</p></li>
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<div class="section" id="triton-zeros">
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<h1>triton.zeros<a class="headerlink" href="#triton-zeros" title="Permalink to this headline">¶</a></h1>
|
||||
<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>
|
||||
<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>builder</strong> (<em>triton.ir.builder</em>) – IR builder to generate code into, optional from within @triton.jit functions</p></li>
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||||
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<li class="toctree-l3"><a class="reference internal" href="generated/triton.minimum.html">triton.minimum</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="generated/triton.maximum.html">triton.maximum</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="#compiler-hint-ops">Compiler Hint Ops</a><ul>
|
||||
<li class="toctree-l3"><a class="reference internal" href="generated/triton.multiple_of.html">triton.multiple_of</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
<p class="caption"><span class="caption-text">Programming Guide</span></p>
|
||||
<ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../programming-guide/chapter-1/introduction.html">Introduction</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../programming-guide/chapter-2/related-work.html">Related Work</a></li>
|
||||
</ul>
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<li><a href="../../index.html" class="icon icon-home"></a> »</li>
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<li>Python API</li>
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<a href="../../_sources/language-reference/python-api/index.rst.txt" rel="nofollow"> View page source</a>
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<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
|
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|
||||
|
||||
<div class="section" id="python-api">
|
||||
<h1>Python API<a class="headerlink" href="#python-api" title="Permalink to this headline">¶</a></h1>
|
||||
<div class="section" id="programming-model">
|
||||
<h2>Programming Model<a class="headerlink" href="#programming-model" title="Permalink to this headline">¶</a></h2>
|
||||
<table class="longtable docutils align-default">
|
||||
<colgroup>
|
||||
<col style="width: 10%" />
|
||||
<col style="width: 90%" />
|
||||
</colgroup>
|
||||
<tbody>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.program_id.html#triton.program_id" title="triton.program_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">program_id</span></code></a></p></td>
|
||||
<td><p>Returns the id of the current program instance along the given <cite>axis</cite>. Triton uses an SPMD model in which different @triton.jit functions run in parallel with different <a href="#id1"><span class="problematic" id="id2">`</span></a>program_id`s.</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.num_programs.html#triton.num_programs" title="triton.num_programs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">num_programs</span></code></a></p></td>
|
||||
<td><p>Returns the number of program instances launched along the given <cite>axis</cite>.</p></td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
<div class="section" id="creation-ops">
|
||||
<h2>Creation Ops<a class="headerlink" href="#creation-ops" title="Permalink to this headline">¶</a></h2>
|
||||
<table class="longtable docutils align-default">
|
||||
<colgroup>
|
||||
<col style="width: 10%" />
|
||||
<col style="width: 90%" />
|
||||
</colgroup>
|
||||
<tbody>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.arange.html#triton.arange" title="triton.arange"><code class="xref py py-obj docutils literal notranslate"><span class="pre">arange</span></code></a></p></td>
|
||||
<td><p>Returns contiguous values within the open interval [start, end).</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.zeros.html#triton.zeros" title="triton.zeros"><code class="xref py py-obj docutils literal notranslate"><span class="pre">zeros</span></code></a></p></td>
|
||||
<td><p>Returns a block filled with the scalar value 0 and the given shape.</p></td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
<div class="section" id="shape-manipulation-ops">
|
||||
<h2>Shape Manipulation Ops<a class="headerlink" href="#shape-manipulation-ops" title="Permalink to this headline">¶</a></h2>
|
||||
<table class="longtable docutils align-default">
|
||||
<colgroup>
|
||||
<col style="width: 10%" />
|
||||
<col style="width: 90%" />
|
||||
</colgroup>
|
||||
<tbody>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.broadcast_to.html#triton.broadcast_to" title="triton.broadcast_to"><code class="xref py py-obj docutils literal notranslate"><span class="pre">broadcast_to</span></code></a></p></td>
|
||||
<td><p>Tries to broadcast a block to a new shape.</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.reshape.html#triton.reshape" title="triton.reshape"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reshape</span></code></a></p></td>
|
||||
<td><p>Reshapes a 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>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
<div class="section" id="linear-algebra-ops">
|
||||
<h2>Linear Algebra Ops<a class="headerlink" href="#linear-algebra-ops" title="Permalink to this headline">¶</a></h2>
|
||||
<table class="longtable docutils align-default">
|
||||
<colgroup>
|
||||
<col style="width: 10%" />
|
||||
<col style="width: 90%" />
|
||||
</colgroup>
|
||||
<tbody>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.dot.html#triton.dot" title="triton.dot"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dot</span></code></a></p></td>
|
||||
<td><p>Returns the matrix product of two blocks.</p></td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
<div class="section" id="memory-ops">
|
||||
<h2>Memory Ops<a class="headerlink" href="#memory-ops" title="Permalink to this headline">¶</a></h2>
|
||||
<table class="longtable docutils align-default">
|
||||
<colgroup>
|
||||
<col style="width: 10%" />
|
||||
<col style="width: 90%" />
|
||||
</colgroup>
|
||||
<tbody>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.load.html#triton.load" title="triton.load"><code class="xref py py-obj docutils literal notranslate"><span class="pre">load</span></code></a></p></td>
|
||||
<td><p>Return a block of data whose values are, elementwise, loaded from memory at location defined by <cite>pointer</cite>.</p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.store.html#triton.store" title="triton.store"><code class="xref py py-obj docutils literal notranslate"><span class="pre">store</span></code></a></p></td>
|
||||
<td><p>Stores <cite>value</cite> block of elements in memory, element-wise, at the memory locations specified by <cite>pointer</cite>.</p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.atomic_cas.html#triton.atomic_cas" title="triton.atomic_cas"><code class="xref py py-obj docutils literal notranslate"><span class="pre">atomic_cas</span></code></a></p></td>
|
||||
<td><p></p></td>
|
||||
</tr>
|
||||
<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>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
<div class="section" id="indexing-ops">
|
||||
<h2>Indexing Ops<a class="headerlink" href="#indexing-ops" title="Permalink to this headline">¶</a></h2>
|
||||
<table class="longtable docutils align-default">
|
||||
<colgroup>
|
||||
<col style="width: 10%" />
|
||||
<col style="width: 90%" />
|
||||
</colgroup>
|
||||
<tbody>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.where.html#triton.where" title="triton.where"><code class="xref py py-obj docutils literal notranslate"><span class="pre">where</span></code></a></p></td>
|
||||
<td><p>Returns a block of elements from either <cite>x</cite> or <cite>y</cite>, depending on <cite>condition</cite>.</p></td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
<div class="section" id="math-ops">
|
||||
<h2>Math Ops<a class="headerlink" href="#math-ops" title="Permalink to this headline">¶</a></h2>
|
||||
<table class="longtable docutils align-default">
|
||||
<colgroup>
|
||||
<col style="width: 10%" />
|
||||
<col style="width: 90%" />
|
||||
</colgroup>
|
||||
<tbody>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.exp.html#triton.exp" title="triton.exp"><code class="xref py py-obj docutils literal notranslate"><span class="pre">exp</span></code></a></p></td>
|
||||
<td><p></p></td>
|
||||
</tr>
|
||||
<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>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.sigmoid.html#triton.sigmoid" title="triton.sigmoid"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sigmoid</span></code></a></p></td>
|
||||
<td><p></p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.softmax.html#triton.softmax" title="triton.softmax"><code class="xref py py-obj docutils literal notranslate"><span class="pre">softmax</span></code></a></p></td>
|
||||
<td><p></p></td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
<div class="section" id="reduction-ops">
|
||||
<h2>Reduction Ops<a class="headerlink" href="#reduction-ops" title="Permalink to this headline">¶</a></h2>
|
||||
<table class="longtable docutils align-default">
|
||||
<colgroup>
|
||||
<col style="width: 10%" />
|
||||
<col style="width: 90%" />
|
||||
</colgroup>
|
||||
<tbody>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.max.html#triton.max" title="triton.max"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max</span></code></a></p></td>
|
||||
<td><p></p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.min.html#triton.min" title="triton.min"><code class="xref py py-obj docutils literal notranslate"><span class="pre">min</span></code></a></p></td>
|
||||
<td><p></p></td>
|
||||
</tr>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.sum.html#triton.sum" title="triton.sum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sum</span></code></a></p></td>
|
||||
<td><p></p></td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
<div class="section" id="comparison-ops">
|
||||
<h2>Comparison ops<a class="headerlink" href="#comparison-ops" title="Permalink to this headline">¶</a></h2>
|
||||
<table class="longtable docutils align-default">
|
||||
<colgroup>
|
||||
<col style="width: 10%" />
|
||||
<col style="width: 90%" />
|
||||
</colgroup>
|
||||
<tbody>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.minimum.html#triton.minimum" title="triton.minimum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">minimum</span></code></a></p></td>
|
||||
<td><p></p></td>
|
||||
</tr>
|
||||
<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.maximum.html#triton.maximum" title="triton.maximum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">maximum</span></code></a></p></td>
|
||||
<td><p></p></td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
<div class="section" id="compiler-hint-ops">
|
||||
<h2>Compiler Hint Ops<a class="headerlink" href="#compiler-hint-ops" title="Permalink to this headline">¶</a></h2>
|
||||
<table class="longtable docutils align-default">
|
||||
<colgroup>
|
||||
<col style="width: 10%" />
|
||||
<col style="width: 90%" />
|
||||
</colgroup>
|
||||
<tbody>
|
||||
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.multiple_of.html#triton.multiple_of" title="triton.multiple_of"><code class="xref py py-obj docutils literal notranslate"><span class="pre">multiple_of</span></code></a></p></td>
|
||||
<td><p></p></td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
|
||||
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|
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|
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|
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|
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|
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<p>
|
||||
© Copyright 2020, Philippe Tillet.
|
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