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<h1 id="tensor">Tensor<a class="headerlink" href="#tensor" title="Permanent link">¤</a></h1>
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<h2 id="tinygrad.Tensor" class="doc doc-heading">
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<code class="doc-symbol doc-symbol-heading doc-symbol-class"></code> <span class="doc doc-object-name doc-class-name">Tensor</span>
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<a href="#tinygrad.Tensor" class="headerlink" title="Permanent link">¤</a></h2>
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<div class="language-python doc-signature highlight"><pre><span></span><code><span class="nf">Tensor</span><span class="p">(</span>
|
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<span class="n">data</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="typing.Union" href="https://docs.python.org/3/library/typing.html#typing.Union">Union</a></span><span class="p">[</span>
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<span class="kc">None</span><span class="p">,</span>
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<span class="n"><a class="autorefs autorefs-internal" title="tinygrad.dtype.ConstType" href="../dtypes/#tinygrad.dtype.ConstType">ConstType</a></span><span class="p">,</span>
|
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<span class="n"><a class="autorefs autorefs-external" title="typing.List" href="https://docs.python.org/3/library/typing.html#typing.List">List</a></span><span class="p">,</span>
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<span class="n"><a class="autorefs autorefs-external" title="typing.Tuple" href="https://docs.python.org/3/library/typing.html#typing.Tuple">Tuple</a></span><span class="p">,</span>
|
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<span class="n"><a class="autorefs autorefs-internal" title="tinygrad.engine.lazy.LazyBuffer" href="../developer/developer/#tinygrad.engine.lazy.LazyBuffer">LazyBuffer</a></span><span class="p">,</span>
|
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<span class="s2">"np.ndarray"</span><span class="p">,</span>
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<span class="n"><a class="autorefs autorefs-external" href="https://docs.python.org/3/library/stdtypes.html#bytes">bytes</a></span><span class="p">,</span>
|
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<span class="n"><span title="tinygrad.multi.MultiLazyBuffer">MultiLazyBuffer</span></span><span class="p">,</span>
|
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<span class="n"><a class="autorefs autorefs-internal" title="tinygrad.ops.UOp" href="../developer/uop/#tinygrad.ops.UOp">UOp</a></span><span class="p">,</span>
|
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<span class="n"><a class="autorefs autorefs-external" title="pathlib.Path" href="https://docs.python.org/3/library/pathlib.html#pathlib.Path">Path</a></span><span class="p">,</span>
|
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<span class="p">],</span>
|
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<span class="n">device</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="typing.Optional" href="https://docs.python.org/3/library/typing.html#typing.Optional">Optional</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-external" title="typing.Union" href="https://docs.python.org/3/library/typing.html#typing.Union">Union</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-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-external" href="https://docs.python.org/3/library/stdtypes.html#list">list</a></span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
|
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<span class="n">dtype</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="typing.Optional" href="https://docs.python.org/3/library/typing.html#typing.Optional">Optional</a></span><span class="p">[</span><span class="n"><span title="tinygrad.dtype.DTypeLike">DTypeLike</span></span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
|
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<span class="n">requires_grad</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-external" title="typing.Optional" href="https://docs.python.org/3/library/typing.html#typing.Optional">Optional</a></span><span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="tinygrad.tensor.Tensor.bool" href="elementwise/#tinygrad.Tensor.bool">bool</a></span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
|
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<span class="p">)</span>
|
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</code></pre></div>
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<div class="doc doc-contents first">
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<p>A <code class="language-python highlight"><span class="n">Tensor</span></code> is a multi-dimensional matrix containing elements of a single data type.</p>
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