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<span class="md-ellipsis">
<code class="doc-symbol doc-symbol-toc doc-symbol-attribute"></code>&nbsp;float
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<code class="doc-symbol doc-symbol-toc doc-symbol-attribute"></code>&nbsp;char
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<code class="doc-symbol doc-symbol-toc doc-symbol-attribute"></code>&nbsp;short
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<code class="doc-symbol doc-symbol-toc doc-symbol-attribute"></code>&nbsp;int
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<code class="doc-symbol doc-symbol-toc doc-symbol-attribute"></code>&nbsp;long
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<code class="doc-symbol doc-symbol-toc doc-symbol-attribute"></code>&nbsp;default_float
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<span class="md-ellipsis">
<code class="doc-symbol doc-symbol-toc doc-symbol-attribute"></code>&nbsp;default_int
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<code class="doc-symbol doc-symbol-toc doc-symbol-attribute"></code>&nbsp;fp8s
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<span class="md-ellipsis">
<code class="doc-symbol doc-symbol-toc doc-symbol-attribute"></code>&nbsp;floats
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<a href="#tinygrad.dtype.dtypes.uints" class="md-nav__link">
<span class="md-ellipsis">
<code class="doc-symbol doc-symbol-toc doc-symbol-attribute"></code>&nbsp;uints
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<span class="md-ellipsis">
<code class="doc-symbol doc-symbol-toc doc-symbol-attribute"></code>&nbsp;sints
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<code class="doc-symbol doc-symbol-toc doc-symbol-attribute"></code>&nbsp;index_like
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<a href="#tinygrad.dtype.dtypes.is_float" class="md-nav__link">
<span class="md-ellipsis">
<code class="doc-symbol doc-symbol-toc doc-symbol-method"></code>&nbsp;is_float
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<a href="#tinygrad.dtype.dtypes.is_int" class="md-nav__link">
<span class="md-ellipsis">
<code class="doc-symbol doc-symbol-toc doc-symbol-method"></code>&nbsp;is_int
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<a href="#tinygrad.dtype.dtypes.is_unsigned" class="md-nav__link">
<span class="md-ellipsis">
<code class="doc-symbol doc-symbol-toc doc-symbol-method"></code>&nbsp;is_unsigned
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<a href="#tinygrad.dtype.dtypes.is_bool" class="md-nav__link">
<span class="md-ellipsis">
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<article class="md-content__inner md-typeset">
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<h1>dtypes</h1>
<div class="doc doc-object doc-class">
<h3 id="tinygrad.dtype.DType" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-class"></code> <span class="doc doc-object-name doc-class-name">DType</span>
<span class="doc doc-labels">
<small class="doc doc-label doc-label-dataclass"><code>dataclass</code></small>
</span>
<a href="#tinygrad.dtype.DType" class="headerlink" title="Permanent link">¤</a></h3>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">DType</span><span class="p">(</span>
<span class="n">priority</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" href="https://docs.python.org/3/library/functions.html#int">int</a></span><span class="p">,</span>
<span class="n">bitsize</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" href="https://docs.python.org/3/library/functions.html#int">int</a></span><span class="p">,</span>
<span class="n">name</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" href="https://docs.python.org/3/library/stdtypes.html#str">str</a></span><span class="p">,</span>
<span class="n">fmt</span><span class="p">:</span> <span class="n"><span title="tinygrad.dtype.FmtStr">FmtStr</span></span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">count</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" href="https://docs.python.org/3/library/functions.html#int">int</a></span><span class="p">,</span>
<span class="n">_scalar</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
<span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents first">
<div class="doc doc-children">
</div>
</div>
</div>
<div class="doc doc-object doc-class">
<h3 id="tinygrad.dtype.dtypes" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-class"></code> <span class="doc doc-object-name doc-class-name">dtypes</span>
<a href="#tinygrad.dtype.dtypes" class="headerlink" title="Permanent link">¤</a></h3>
<div class="doc doc-contents first">
<p><span class="doc-section-title">Methods:</span></p>
<ul>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-method&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-function-name&quot;&gt;is_float&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.is_float&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.is_float">is_float</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-method&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-function-name&quot;&gt;is_int&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.is_int&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.is_int">is_int</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-method&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-function-name&quot;&gt;is_unsigned&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.is_unsigned&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.is_unsigned">is_unsigned</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-method&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-function-name&quot;&gt;is_bool&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.is_bool&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.is_bool">is_bool</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-method&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-function-name&quot;&gt;from_py&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.from_py&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.from_py">from_py</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-method&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-function-name&quot;&gt;as_const&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.as_const&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.as_const">as_const</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-method&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-function-name&quot;&gt;min&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.min&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.min">min</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-method&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-function-name&quot;&gt;max&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.max&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.max">max</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-method&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-function-name&quot;&gt;finfo&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.finfo&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.finfo">finfo</a></code></b>
–
<div class="doc-md-description">
<p>(exponent, mantissa)</p>
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-method&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-function-name&quot;&gt;fields&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.fields&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.fields">fields</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-method&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-function-name&quot;&gt;imageh&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.imageh&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.imageh">imageh</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-method&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-function-name&quot;&gt;imagef&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.imagef&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.imagef">imagef</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
</ul>
<p><span class="doc-section-title">Attributes:</span></p>
<ul>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;void&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.void&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.void">void</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;index&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.index&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.index">index</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;bool&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.bool&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.bool">bool</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int8&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int8&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int8">int8</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint8&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint8&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint8">uint8</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int16&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int16&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int16">int16</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint16&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint16&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint16">uint16</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int32&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int32&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int32">int32</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint32&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint32&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint32">uint32</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int64&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int64&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int64">int64</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint64&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint64&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint64">uint64</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;fp8e4m3&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.fp8e4m3&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.fp8e4m3">fp8e4m3</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;fp8e5m2&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.fp8e5m2&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.fp8e5m2">fp8e5m2</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;float16&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.float16&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.float16">float16</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;bfloat16&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.bfloat16&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.bfloat16">bfloat16</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;float32&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.float32&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.float32">float32</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;float64&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.float64&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.float64">float64</a></code></b>
(<code><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a>[<a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a>]</code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;half&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.half&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.half">half</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;float&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.float&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.float">float</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;double&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.double&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.double">double</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uchar&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uchar&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uchar">uchar</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;ushort&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.ushort&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.ushort">ushort</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint">uint</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;ulong&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.ulong&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.ulong">ulong</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;char&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.char&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.char">char</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;short&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.short&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.short">short</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int">int</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;long&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.long&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.long">long</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;default_float&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.default_float&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.default_float">default_float</a></code></b>
(<code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;default_int&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.default_int&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.default_int">default_int</a></code></b>
(<code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></code>)
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;fp8s&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.fp8s&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.fp8s">fp8s</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;floats&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.floats&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.floats">floats</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uints&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uints&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uints">uints</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;sints&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.sints&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.sints">sints</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;ints&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.ints&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.ints">ints</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;index_like&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.index_like&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.index_like">index_like</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
<li class="doc-section-item field-body">
<b><code><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;all&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.all&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.all">all</a></code></b>
–
<div class="doc-md-description">
</div>
</li>
</ul>
<div class="doc doc-children">
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.void" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">void</span>
<a href="#tinygrad.dtype.dtypes.void" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">void</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="s1">&#39;void&#39;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.index" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">index</span>
<a href="#tinygrad.dtype.dtypes.index" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">index</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">800</span><span class="p">,</span> <span class="s1">&#39;index&#39;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.bool" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">bool</span>
<a href="#tinygrad.dtype.dtypes.bool" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nb">bool</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;bool&#39;</span><span class="p">,</span> <span class="s1">&#39;?&#39;</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.int8" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">int8</span>
<a href="#tinygrad.dtype.dtypes.int8" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">int8</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">8</span><span class="p">,</span> <span class="s1">&#39;signed char&#39;</span><span class="p">,</span> <span class="s1">&#39;b&#39;</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.uint8" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">uint8</span>
<a href="#tinygrad.dtype.dtypes.uint8" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">uint8</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">8</span><span class="p">,</span> <span class="s1">&#39;unsigned char&#39;</span><span class="p">,</span> <span class="s1">&#39;B&#39;</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.int16" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">int16</span>
<a href="#tinygrad.dtype.dtypes.int16" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">int16</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">16</span><span class="p">,</span> <span class="s1">&#39;short&#39;</span><span class="p">,</span> <span class="s1">&#39;h&#39;</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.uint16" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">uint16</span>
<a href="#tinygrad.dtype.dtypes.uint16" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">uint16</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">4</span><span class="p">,</span> <span class="mi">16</span><span class="p">,</span> <span class="s1">&#39;unsigned short&#39;</span><span class="p">,</span> <span class="s1">&#39;H&#39;</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.int32" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">int32</span>
<a href="#tinygrad.dtype.dtypes.int32" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">int32</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">32</span><span class="p">,</span> <span class="s1">&#39;int&#39;</span><span class="p">,</span> <span class="s1">&#39;i&#39;</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.uint32" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">uint32</span>
<a href="#tinygrad.dtype.dtypes.uint32" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">uint32</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">6</span><span class="p">,</span> <span class="mi">32</span><span class="p">,</span> <span class="s1">&#39;unsigned int&#39;</span><span class="p">,</span> <span class="s1">&#39;I&#39;</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.int64" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">int64</span>
<a href="#tinygrad.dtype.dtypes.int64" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">int64</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">7</span><span class="p">,</span> <span class="mi">64</span><span class="p">,</span> <span class="s1">&#39;long&#39;</span><span class="p">,</span> <span class="s1">&#39;q&#39;</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.uint64" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">uint64</span>
<a href="#tinygrad.dtype.dtypes.uint64" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">uint64</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">64</span><span class="p">,</span> <span class="s1">&#39;unsigned long&#39;</span><span class="p">,</span> <span class="s1">&#39;Q&#39;</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.fp8e4m3" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">fp8e4m3</span>
<a href="#tinygrad.dtype.dtypes.fp8e4m3" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">fp8e4m3</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">9</span><span class="p">,</span> <span class="mi">8</span><span class="p">,</span> <span class="s1">&#39;float8_e4m3&#39;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.fp8e5m2" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">fp8e5m2</span>
<a href="#tinygrad.dtype.dtypes.fp8e5m2" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">fp8e5m2</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">8</span><span class="p">,</span> <span class="s1">&#39;float8_e5m2&#39;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.float16" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">float16</span>
<a href="#tinygrad.dtype.dtypes.float16" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">float16</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">11</span><span class="p">,</span> <span class="mi">16</span><span class="p">,</span> <span class="s1">&#39;half&#39;</span><span class="p">,</span> <span class="s1">&#39;e&#39;</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.bfloat16" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">bfloat16</span>
<a href="#tinygrad.dtype.dtypes.bfloat16" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">bfloat16</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">16</span><span class="p">,</span> <span class="s1">&#39;__bf16&#39;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.float32" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">float32</span>
<a href="#tinygrad.dtype.dtypes.float32" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">float32</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">13</span><span class="p">,</span> <span class="mi">32</span><span class="p">,</span> <span class="s1">&#39;float&#39;</span><span class="p">,</span> <span class="s1">&#39;f&#39;</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.float64" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">float64</span>
<a href="#tinygrad.dtype.dtypes.float64" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">float64</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="&lt;code&gt;typing.Final&lt;/code&gt;" href="https://docs.python.org/3/library/typing.html#typing.Final">Final</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span> <span class="o">=</span> <span class="n"><span title="tinygrad.dtype.DType.new">new</span></span><span class="p">(</span><span class="mi">14</span><span class="p">,</span> <span class="mi">64</span><span class="p">,</span> <span class="s1">&#39;double&#39;</span><span class="p">,</span> <span class="s1">&#39;d&#39;</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.half" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">half</span>
<a href="#tinygrad.dtype.dtypes.half" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">half</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;float16&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.float16&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.float16">float16</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.float" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">float</span>
<a href="#tinygrad.dtype.dtypes.float" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nb">float</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;float32&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.float32&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.float32">float32</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.double" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">double</span>
<a href="#tinygrad.dtype.dtypes.double" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">double</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;float64&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.float64&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.float64">float64</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.uchar" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">uchar</span>
<a href="#tinygrad.dtype.dtypes.uchar" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">uchar</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint8&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint8&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint8">uint8</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.ushort" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">ushort</span>
<a href="#tinygrad.dtype.dtypes.ushort" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">ushort</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint16&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint16&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint16">uint16</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.uint" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">uint</span>
<a href="#tinygrad.dtype.dtypes.uint" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">uint</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint32&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint32&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint32">uint32</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.ulong" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">ulong</span>
<a href="#tinygrad.dtype.dtypes.ulong" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">ulong</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint64&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint64&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint64">uint64</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.char" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">char</span>
<a href="#tinygrad.dtype.dtypes.char" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">char</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int8&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int8&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int8">int8</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.short" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">short</span>
<a href="#tinygrad.dtype.dtypes.short" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">short</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int16&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int16&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int16">int16</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.int" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">int</span>
<a href="#tinygrad.dtype.dtypes.int" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nb">int</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int32&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int32&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int32">int32</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.long" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">long</span>
<a href="#tinygrad.dtype.dtypes.long" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">long</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int64&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int64&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int64">int64</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.default_float" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">default_float</span>
<a href="#tinygrad.dtype.dtypes.default_float" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">default_float</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;float32&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.float32&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.float32">float32</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.default_int" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">default_int</span>
<a href="#tinygrad.dtype.dtypes.default_int" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">default_int</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int32&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int32&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int32">int32</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.fp8s" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">fp8s</span>
<a href="#tinygrad.dtype.dtypes.fp8s" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">fp8s</span> <span class="o">=</span> <span class="p">(</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;fp8e4m3&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.fp8e4m3&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.fp8e4m3">fp8e4m3</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;fp8e5m2&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.fp8e5m2&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.fp8e5m2">fp8e5m2</a></span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.floats" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">floats</span>
<a href="#tinygrad.dtype.dtypes.floats" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">floats</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;fp8s&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.fp8s&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.fp8s">fp8s</a></span> <span class="o">+</span> <span class="p">(</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;float16&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.float16&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.float16">float16</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;bfloat16&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.bfloat16&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.bfloat16">bfloat16</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;float32&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.float32&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.float32">float32</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;float64&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.float64&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.float64">float64</a></span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.uints" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">uints</span>
<a href="#tinygrad.dtype.dtypes.uints" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">uints</span> <span class="o">=</span> <span class="p">(</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint8&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint8&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint8">uint8</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint16&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint16&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint16">uint16</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint32&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint32&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint32">uint32</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uint64&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uint64&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uint64">uint64</a></span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.sints" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">sints</span>
<a href="#tinygrad.dtype.dtypes.sints" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">sints</span> <span class="o">=</span> <span class="p">(</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int8&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int8&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int8">int8</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int16&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int16&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int16">int16</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int32&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int32&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int32">int32</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int64&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int64&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int64">int64</a></span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.ints" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">ints</span>
<a href="#tinygrad.dtype.dtypes.ints" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">ints</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;uints&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.uints&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.uints">uints</a></span> <span class="o">+</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;sints&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.sints&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.sints">sints</a></span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.index_like" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">index_like</span>
<a href="#tinygrad.dtype.dtypes.index_like" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">index_like</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;ints&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.ints&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.ints">ints</a></span> <span class="o">+</span> <span class="p">(</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;index&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.index&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.index">index</a></span><span class="p">,)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-attribute">
<h4 id="tinygrad.dtype.dtypes.all" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">all</span>
<a href="#tinygrad.dtype.dtypes.all" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nb">all</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;floats&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.floats&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.floats">floats</a></span> <span class="o">+</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;ints&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.ints&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.ints">ints</a></span> <span class="o">+</span> <span class="p">(</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;bool&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.bool&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.bool">bool</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;index&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.index&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.index">index</a></span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
</div>
</div>
<div class="doc doc-object doc-function">
<h4 id="tinygrad.dtype.dtypes.is_float" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-method"></code> <span class="doc doc-object-name doc-function-name">is_float</span>
<a href="#tinygrad.dtype.dtypes.is_float" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">is_float</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;bool&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.bool&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.bool">bool</a></span>
</code></pre></div>
<div class="doc doc-contents ">
<details class="mkdocstrings-source">
<summary>Source code in <code>tinygrad/dtype.py</code></summary>
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">116</span>
<span class="normal">117</span>
<span class="normal">118</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="nd">@staticmethod</span>
<span class="nd">@functools</span><span class="o">.</span><span class="n">cache</span>
<span class="k">def</span><span class="w"> </span><span class="nf">is_float</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="n">DType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span> <span class="k">return</span> <span class="n">x</span><span class="o">.</span><span class="n">scalar</span><span class="p">()</span> <span class="ow">in</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">floats</span> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">ImageDType</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
</div>
<div class="doc doc-object doc-function">
<h4 id="tinygrad.dtype.dtypes.is_int" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-method"></code> <span class="doc doc-object-name doc-function-name">is_int</span>
<a href="#tinygrad.dtype.dtypes.is_int" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">is_int</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;bool&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.bool&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.bool">bool</a></span>
</code></pre></div>
<div class="doc doc-contents ">
<details class="mkdocstrings-source">
<summary>Source code in <code>tinygrad/dtype.py</code></summary>
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">119</span>
<span class="normal">120</span>
<span class="normal">121</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="nd">@staticmethod</span> <span class="c1"># static methods on top, or bool in the type info will refer to dtypes.bool</span>
<span class="nd">@functools</span><span class="o">.</span><span class="n">cache</span>
<span class="k">def</span><span class="w"> </span><span class="nf">is_int</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="n">DType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span> <span class="k">return</span> <span class="n">x</span><span class="o">.</span><span class="n">scalar</span><span class="p">()</span> <span class="ow">in</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">index_like</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
</div>
<div class="doc doc-object doc-function">
<h4 id="tinygrad.dtype.dtypes.is_unsigned" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-method"></code> <span class="doc doc-object-name doc-function-name">is_unsigned</span>
<a href="#tinygrad.dtype.dtypes.is_unsigned" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">is_unsigned</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;bool&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.bool&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.bool">bool</a></span>
</code></pre></div>
<div class="doc doc-contents ">
<details class="mkdocstrings-source">
<summary>Source code in <code>tinygrad/dtype.py</code></summary>
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">122</span>
<span class="normal">123</span>
<span class="normal">124</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="nd">@staticmethod</span>
<span class="nd">@functools</span><span class="o">.</span><span class="n">cache</span>
<span class="k">def</span><span class="w"> </span><span class="nf">is_unsigned</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="n">DType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span> <span class="k">return</span> <span class="n">x</span><span class="o">.</span><span class="n">scalar</span><span class="p">()</span> <span class="ow">in</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">uints</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
</div>
<div class="doc doc-object doc-function">
<h4 id="tinygrad.dtype.dtypes.is_bool" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-method"></code> <span class="doc doc-object-name doc-function-name">is_bool</span>
<a href="#tinygrad.dtype.dtypes.is_bool" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">is_bool</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;bool&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.bool&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.bool">bool</a></span>
</code></pre></div>
<div class="doc doc-contents ">
<details class="mkdocstrings-source">
<summary>Source code in <code>tinygrad/dtype.py</code></summary>
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">125</span>
<span class="normal">126</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="nd">@staticmethod</span>
<span class="k">def</span><span class="w"> </span><span class="nf">is_bool</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="n">DType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span> <span class="k">return</span> <span class="n">x</span><span class="o">.</span><span class="n">scalar</span><span class="p">()</span> <span class="o">==</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">bool</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
</div>
<div class="doc doc-object doc-function">
<h4 id="tinygrad.dtype.dtypes.from_py" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-method"></code> <span class="doc doc-object-name doc-function-name">from_py</span>
<a href="#tinygrad.dtype.dtypes.from_py" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">from_py</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span>
</code></pre></div>
<div class="doc doc-contents ">
<details class="mkdocstrings-source">
<summary>Source code in <code>tinygrad/dtype.py</code></summary>
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">127</span>
<span class="normal">128</span>
<span class="normal">129</span>
<span class="normal">130</span>
<span class="normal">131</span>
<span class="normal">132</span>
<span class="normal">133</span>
<span class="normal">134</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="nd">@staticmethod</span>
<span class="k">def</span><span class="w"> </span><span class="nf">from_py</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">DType</span><span class="p">:</span>
<span class="k">if</span> <span class="n">x</span><span class="o">.</span><span class="vm">__class__</span> <span class="ow">is</span> <span class="nb">float</span><span class="p">:</span> <span class="k">return</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">default_float</span>
<span class="k">if</span> <span class="n">x</span><span class="o">.</span><span class="vm">__class__</span> <span class="ow">is</span> <span class="nb">int</span><span class="p">:</span> <span class="k">return</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">default_int</span>
<span class="k">if</span> <span class="n">x</span><span class="o">.</span><span class="vm">__class__</span> <span class="ow">is</span> <span class="nb">bool</span><span class="p">:</span> <span class="k">return</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">bool</span>
<span class="c1"># put this in the last is faster because there are more items than lists/tuples to check</span>
<span class="k">if</span> <span class="n">x</span><span class="o">.</span><span class="vm">__class__</span> <span class="ow">is</span> <span class="nb">list</span> <span class="ow">or</span> <span class="n">x</span><span class="o">.</span><span class="vm">__class__</span> <span class="ow">is</span> <span class="nb">tuple</span><span class="p">:</span> <span class="k">return</span> <span class="nb">max</span><span class="p">(</span><span class="n">dtypes</span><span class="o">.</span><span class="n">from_py</span><span class="p">(</span><span class="n">xi</span><span class="p">)</span> <span class="k">for</span> <span class="n">xi</span> <span class="ow">in</span> <span class="n">x</span><span class="p">)</span> <span class="k">if</span> <span class="n">x</span> <span class="k">else</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">default_float</span>
<span class="k">raise</span> <span class="ne">RuntimeError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Could not infer dtype of </span><span class="si">{</span><span class="n">x</span><span class="si">}</span><span class="s2"> with type </span><span class="si">{</span><span class="nb">type</span><span class="p">(</span><span class="n">x</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
</div>
<div class="doc doc-object doc-function">
<h4 id="tinygrad.dtype.dtypes.as_const" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-method"></code> <span class="doc doc-object-name doc-function-name">as_const</span>
<a href="#tinygrad.dtype.dtypes.as_const" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">as_const</span><span class="p">(</span>
<span class="n">val</span><span class="p">:</span> <span class="p">(</span>
<span class="n"><a class="autorefs autorefs-external" href="https://docs.python.org/3/library/stdtypes.html#tuple">tuple</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;ConstType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-module-attribute&quot;&gt;&lt;code&gt;module-attribute&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.ConstType&lt;/code&gt;)" href="#tinygrad.dtype.ConstType">ConstType</a></span> <span class="o">|</span> <span class="n"><span title="tinygrad.dtype.InvalidType">InvalidType</span></span><span class="p">,</span> <span class="o">...</span><span class="p">]</span>
<span class="o">|</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;ConstType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-module-attribute&quot;&gt;&lt;code&gt;module-attribute&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.ConstType&lt;/code&gt;)" href="#tinygrad.dtype.ConstType">ConstType</a></span>
<span class="o">|</span> <span class="n"><span title="tinygrad.dtype.InvalidType">InvalidType</span></span>
<span class="p">),</span>
<span class="n">dtype</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">,</span>
<span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
<details class="mkdocstrings-source">
<summary>Source code in <code>tinygrad/dtype.py</code></summary>
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">135</span>
<span class="normal">136</span>
<span class="normal">137</span>
<span class="normal">138</span>
<span class="normal">139</span>
<span class="normal">140</span>
<span class="normal">141</span>
<span class="normal">142</span>
<span class="normal">143</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="nd">@staticmethod</span>
<span class="k">def</span><span class="w"> </span><span class="nf">as_const</span><span class="p">(</span><span class="n">val</span><span class="p">:</span> <span class="nb">tuple</span><span class="p">[</span><span class="n">ConstType</span><span class="o">|</span><span class="n">InvalidType</span><span class="p">,</span> <span class="o">...</span><span class="p">]</span><span class="o">|</span><span class="n">ConstType</span><span class="o">|</span><span class="n">InvalidType</span><span class="p">,</span> <span class="n">dtype</span><span class="p">:</span><span class="n">DType</span><span class="p">):</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">val</span><span class="p">,</span> <span class="nb">tuple</span><span class="p">):</span>
<span class="k">assert</span> <span class="nb">len</span><span class="p">(</span><span class="n">val</span><span class="p">)</span> <span class="o">==</span> <span class="n">dtype</span><span class="o">.</span><span class="n">count</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&quot;mismatch </span><span class="si">{</span><span class="n">val</span><span class="si">}</span><span class="s2"> </span><span class="si">{</span><span class="n">dtype</span><span class="si">}</span><span class="s2">&quot;</span>
<span class="k">return</span> <span class="nb">tuple</span><span class="p">(</span><span class="n">dtypes</span><span class="o">.</span><span class="n">as_const</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">dtype</span><span class="p">)</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">val</span><span class="p">)</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">val</span><span class="p">,</span> <span class="n">InvalidType</span><span class="p">):</span> <span class="k">return</span> <span class="n">val</span>
<span class="c1"># NOTE: float(&#39;nan&#39;) != float(&#39;nan&#39;), so we canonicalize here</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">val</span><span class="p">,</span> <span class="nb">float</span><span class="p">)</span> <span class="ow">and</span> <span class="n">math</span><span class="o">.</span><span class="n">isnan</span><span class="p">(</span><span class="n">val</span><span class="p">):</span> <span class="n">val</span> <span class="o">=</span> <span class="n">math</span><span class="o">.</span><span class="n">nan</span>
<span class="k">return</span> <span class="nb">int</span><span class="p">(</span><span class="n">val</span><span class="p">)</span> <span class="k">if</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">is_int</span><span class="p">(</span><span class="n">dtype</span><span class="p">)</span> <span class="k">else</span> <span class="nb">float</span><span class="p">(</span><span class="n">val</span><span class="p">)</span> <span class="k">if</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">is_float</span><span class="p">(</span><span class="n">dtype</span><span class="p">)</span> <span class="k">else</span> <span class="nb">bool</span><span class="p">(</span><span class="n">val</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
</div>
<div class="doc doc-object doc-function">
<h4 id="tinygrad.dtype.dtypes.min" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-method"></code> <span class="doc doc-object-name doc-function-name">min</span>
<a href="#tinygrad.dtype.dtypes.min" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">min</span><span class="p">(</span><span class="n">dtype</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
<details class="mkdocstrings-source">
<summary>Source code in <code>tinygrad/dtype.py</code></summary>
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">144</span>
<span class="normal">145</span>
<span class="normal">146</span>
<span class="normal">147</span>
<span class="normal">148</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="nd">@staticmethod</span>
<span class="nd">@functools</span><span class="o">.</span><span class="n">cache</span>
<span class="k">def</span><span class="w"> </span><span class="nf">min</span><span class="p">(</span><span class="n">dtype</span><span class="p">:</span><span class="n">DType</span><span class="p">):</span>
<span class="k">if</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">is_int</span><span class="p">(</span><span class="n">dtype</span><span class="p">):</span> <span class="k">return</span> <span class="mi">0</span> <span class="k">if</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">is_unsigned</span><span class="p">(</span><span class="n">dtype</span><span class="p">)</span> <span class="k">else</span> <span class="o">-</span><span class="mi">2</span><span class="o">**</span><span class="p">(</span><span class="n">dtype</span><span class="o">.</span><span class="n">scalar</span><span class="p">()</span><span class="o">.</span><span class="n">bitsize</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span>
<span class="k">return</span> <span class="o">-</span><span class="nb">float</span><span class="p">(</span><span class="s2">&quot;inf&quot;</span><span class="p">)</span> <span class="k">if</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">is_float</span><span class="p">(</span><span class="n">dtype</span><span class="p">)</span> <span class="k">else</span> <span class="kc">False</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
</div>
<div class="doc doc-object doc-function">
<h4 id="tinygrad.dtype.dtypes.max" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-method"></code> <span class="doc doc-object-name doc-function-name">max</span>
<a href="#tinygrad.dtype.dtypes.max" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">max</span><span class="p">(</span><span class="n">dtype</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
<details class="mkdocstrings-source">
<summary>Source code in <code>tinygrad/dtype.py</code></summary>
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">149</span>
<span class="normal">150</span>
<span class="normal">151</span>
<span class="normal">152</span>
<span class="normal">153</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="nd">@staticmethod</span>
<span class="nd">@functools</span><span class="o">.</span><span class="n">cache</span>
<span class="k">def</span><span class="w"> </span><span class="nf">max</span><span class="p">(</span><span class="n">dtype</span><span class="p">:</span><span class="n">DType</span><span class="p">):</span>
<span class="k">if</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">is_int</span><span class="p">(</span><span class="n">dtype</span><span class="p">):</span> <span class="k">return</span> <span class="mi">2</span><span class="o">**</span><span class="p">(</span><span class="n">dtype</span><span class="o">.</span><span class="n">scalar</span><span class="p">()</span><span class="o">.</span><span class="n">bitsize</span><span class="p">)</span><span class="o">-</span><span class="mi">1</span><span class="o">+</span><span class="n">dtypes</span><span class="o">.</span><span class="n">min</span><span class="p">(</span><span class="n">dtype</span><span class="p">)</span>
<span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="s2">&quot;inf&quot;</span><span class="p">)</span> <span class="k">if</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">is_float</span><span class="p">(</span><span class="n">dtype</span><span class="p">)</span> <span class="k">else</span> <span class="kc">True</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
</div>
<div class="doc doc-object doc-function">
<h4 id="tinygrad.dtype.dtypes.finfo" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-method"></code> <span class="doc doc-object-name doc-function-name">finfo</span>
<a href="#tinygrad.dtype.dtypes.finfo" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">finfo</span><span class="p">(</span><span class="n">dtype</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n"><a class="autorefs autorefs-external" href="https://docs.python.org/3/library/stdtypes.html#tuple">tuple</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int">int</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-attribute&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-attribute-name&quot;&gt;int&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.dtypes.int&lt;/code&gt;)" href="#tinygrad.dtype.dtypes.int">int</a></span><span class="p">]</span>
</code></pre></div>
<div class="doc doc-contents ">
<p>(exponent, mantissa)</p>
<details class="mkdocstrings-source">
<summary>Source code in <code>tinygrad/dtype.py</code></summary>
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">154</span>
<span class="normal">155</span>
<span class="normal">156</span>
<span class="normal">157</span>
<span class="normal">158</span>
<span class="normal">159</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="nd">@staticmethod</span>
<span class="k">def</span><span class="w"> </span><span class="nf">finfo</span><span class="p">(</span><span class="n">dtype</span><span class="p">:</span><span class="n">DType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="nb">int</span><span class="p">]:</span>
<span class="w"> </span><span class="sd">&quot;&quot;&quot;(exponent, mantissa)&quot;&quot;&quot;</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">is_float</span><span class="p">(</span><span class="n">dtype</span><span class="p">):</span> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">dtype</span><span class="si">}</span><span class="s2"> is not a floating point type&quot;</span><span class="p">)</span>
<span class="k">return</span> <span class="p">{</span><span class="n">dtypes</span><span class="o">.</span><span class="n">float16</span><span class="p">:</span> <span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">10</span><span class="p">),</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">bfloat16</span><span class="p">:</span> <span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">float32</span><span class="p">:</span> <span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">23</span><span class="p">),</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">float64</span><span class="p">:</span> <span class="p">(</span><span class="mi">11</span><span class="p">,</span> <span class="mi">52</span><span class="p">),</span>
<span class="n">dtypes</span><span class="o">.</span><span class="n">fp8e5m2</span><span class="p">:</span> <span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">fp8e4m3</span><span class="p">:</span> <span class="p">(</span><span class="mi">4</span><span class="p">,</span> <span class="mi">3</span><span class="p">)}[</span><span class="n">dtype</span><span class="p">]</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
</div>
<div class="doc doc-object doc-function">
<h4 id="tinygrad.dtype.dtypes.fields" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-method"></code> <span class="doc doc-object-name doc-function-name">fields</span>
<a href="#tinygrad.dtype.dtypes.fields" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">fields</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n"><a class="autorefs autorefs-external" href="https://docs.python.org/3/library/stdtypes.html#dict">dict</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-external" href="https://docs.python.org/3/library/stdtypes.html#str">str</a></span><span class="p">,</span> <span class="n"><a class="autorefs autorefs-internal" title="&lt;code class=&quot;doc-symbol doc-symbol-heading doc-symbol-class&quot;&gt;&lt;/code&gt; &lt;span class=&quot;doc doc-object-name doc-class-name&quot;&gt;DType&lt;/span&gt;
&lt;span class=&quot;doc doc-labels&quot;&gt;
&lt;small class=&quot;doc doc-label doc-label-dataclass&quot;&gt;&lt;code&gt;dataclass&lt;/code&gt;&lt;/small&gt;
&lt;/span&gt; (&lt;code&gt;tinygrad.dtype.DType&lt;/code&gt;)" href="#tinygrad.dtype.DType">DType</a></span><span class="p">]</span>
</code></pre></div>
<div class="doc doc-contents ">
<details class="mkdocstrings-source">
<summary>Source code in <code>tinygrad/dtype.py</code></summary>
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">160</span>
<span class="normal">161</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="nd">@staticmethod</span>
<span class="k">def</span><span class="w"> </span><span class="nf">fields</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">DType</span><span class="p">]:</span> <span class="k">return</span> <span class="n">DTYPES_DICT</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
</div>
<div class="doc doc-object doc-function">
<h4 id="tinygrad.dtype.dtypes.imageh" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-method"></code> <span class="doc doc-object-name doc-function-name">imageh</span>
<a href="#tinygrad.dtype.dtypes.imageh" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">imageh</span><span class="p">(</span><span class="n">shp</span><span class="p">,</span> <span class="n">pitch</span><span class="o">=-</span><span class="mi">1</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
<details class="mkdocstrings-source">
<summary>Source code in <code>tinygrad/dtype.py</code></summary>
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">187</span>
<span class="normal">188</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="nd">@staticmethod</span>
<span class="k">def</span><span class="w"> </span><span class="nf">imageh</span><span class="p">(</span><span class="n">shp</span><span class="p">,</span> <span class="n">pitch</span><span class="o">=-</span><span class="mi">1</span><span class="p">):</span> <span class="k">return</span> <span class="n">ImageDType</span><span class="p">(</span><span class="mi">100</span><span class="p">,</span> <span class="mi">16</span><span class="p">,</span> <span class="s2">&quot;imageh&quot;</span><span class="p">,</span> <span class="s1">&#39;e&#39;</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">float32</span><span class="p">,</span> <span class="n">AddrSpace</span><span class="o">.</span><span class="n">GLOBAL</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">prod</span><span class="p">(</span><span class="n">shp</span><span class="p">),</span> <span class="n">shp</span><span class="p">,</span> <span class="n">pitch</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
</div>
<div class="doc doc-object doc-function">
<h4 id="tinygrad.dtype.dtypes.imagef" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-method"></code> <span class="doc doc-object-name doc-function-name">imagef</span>
<a href="#tinygrad.dtype.dtypes.imagef" class="headerlink" title="Permanent link">¤</a></h4>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">imagef</span><span class="p">(</span><span class="n">shp</span><span class="p">,</span> <span class="n">pitch</span><span class="o">=-</span><span class="mi">1</span><span class="p">)</span>
</code></pre></div>
<div class="doc doc-contents ">
<details class="mkdocstrings-source">
<summary>Source code in <code>tinygrad/dtype.py</code></summary>
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">189</span>
<span class="normal">190</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="nd">@staticmethod</span>
<span class="k">def</span><span class="w"> </span><span class="nf">imagef</span><span class="p">(</span><span class="n">shp</span><span class="p">,</span> <span class="n">pitch</span><span class="o">=-</span><span class="mi">1</span><span class="p">):</span> <span class="k">return</span> <span class="n">ImageDType</span><span class="p">(</span><span class="mi">100</span><span class="p">,</span> <span class="mi">32</span><span class="p">,</span> <span class="s2">&quot;imagef&quot;</span><span class="p">,</span> <span class="s1">&#39;f&#39;</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="n">dtypes</span><span class="o">.</span><span class="n">float32</span><span class="p">,</span> <span class="n">AddrSpace</span><span class="o">.</span><span class="n">GLOBAL</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">prod</span><span class="p">(</span><span class="n">shp</span><span class="p">),</span> <span class="n">shp</span><span class="p">,</span> <span class="n">pitch</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
</details>
</div>
</div>
</div>
</div>
</div>
<div class="doc doc-object doc-attribute">
<h3 id="tinygrad.dtype.ConstType" class="doc doc-heading">
<code class="doc-symbol doc-symbol-heading doc-symbol-attribute"></code> <span class="doc doc-object-name doc-attribute-name">ConstType</span>
<span class="doc doc-labels">
<small class="doc doc-label doc-label-module-attribute"><code>module-attribute</code></small>
</span>
<a href="#tinygrad.dtype.ConstType" class="headerlink" title="Permanent link">¤</a></h3>
<div class="language-python doc-signature highlight"><pre><span></span><code><span class="n">ConstType</span> <span class="o">=</span> <span class="n"><a class="autorefs autorefs-external" href="https://docs.python.org/3/library/functions.html#float">float</a></span> <span class="o">|</span> <span class="n"><a class="autorefs autorefs-external" href="https://docs.python.org/3/library/functions.html#int">int</a></span> <span class="o">|</span> <span class="n"><a class="autorefs autorefs-external" href="https://docs.python.org/3/library/functions.html#bool">bool</a></span>
</code></pre></div>
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