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<div class="textblock"><code>#include <unordered_set></code><br />
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<code>#include "<a class="el" href="device_8h_source.html">mlx/device.h</a>"</code><br />
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<code>#include "<a class="el" href="io_2load_8h_source.html">mlx/io/load.h</a>"</code><br />
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_log.html">mlx::core::Log</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_logical_not.html">mlx::core::LogicalNot</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_logical_or.html">mlx::core::LogicalOr</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_log_add_exp.html">mlx::core::LogAddExp</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_matmul.html">mlx::core::Matmul</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_maximum.html">mlx::core::Maximum</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_minimum.html">mlx::core::Minimum</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_multiply.html">mlx::core::Multiply</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_negative.html">mlx::core::Negative</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_not_equal.html">mlx::core::NotEqual</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_number_of_elements.html">mlx::core::NumberOfElements</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_pad.html">mlx::core::Pad</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_partition.html">mlx::core::Partition</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_power.html">mlx::core::Power</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_quantized_matmul.html">mlx::core::QuantizedMatmul</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_gather_q_m_m.html">mlx::core::GatherQMM</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_random_bits.html">mlx::core::RandomBits</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_round.html">mlx::core::Round</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_scan.html">mlx::core::Scan</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_scatter.html">mlx::core::Scatter</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_sigmoid.html">mlx::core::Sigmoid</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_sign.html">mlx::core::Sign</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_sin.html">mlx::core::Sin</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_sinh.html">mlx::core::Sinh</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_slice.html">mlx::core::Slice</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_slice_update.html">mlx::core::SliceUpdate</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_softmax.html">mlx::core::Softmax</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_sort.html">mlx::core::Sort</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_split.html">mlx::core::Split</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_square.html">mlx::core::Square</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_sqrt.html">mlx::core::Sqrt</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_stop_gradient.html">mlx::core::StopGradient</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_subtract.html">mlx::core::Subtract</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_tan.html">mlx::core::Tan</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_tanh.html">mlx::core::Tanh</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_uniform.html">mlx::core::Uniform</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_view.html">mlx::core::View</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_transpose.html">mlx::core::Transpose</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_q_r_f.html">mlx::core::QRF</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_s_v_d.html">mlx::core::SVD</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_inverse.html">mlx::core::Inverse</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1_cholesky.html">mlx::core::Cholesky</a></td></tr>
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Namespaces</h2></td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="define-members" name="define-members"></a>
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Macros</h2></td></tr>
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<tr class="memitem:adc0fbd79fe0d1114dc85da4ed99798bd" id="r_adc0fbd79fe0d1114dc85da4ed99798bd"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="#adc0fbd79fe0d1114dc85da4ed99798bd">DEFINE_VMAP</a>()</td></tr>
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<tr class="memitem:a77abdcb55bc2eb0f9a45edc5ee639bf6" id="r_a77abdcb55bc2eb0f9a45edc5ee639bf6"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="#a77abdcb55bc2eb0f9a45edc5ee639bf6">DEFINE_GRADS</a>()</td></tr>
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<tr class="memitem:a1d3a37af519e16f6a703b1e9ebd0f592" id="r_a1d3a37af519e16f6a703b1e9ebd0f592"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="#a1d3a37af519e16f6a703b1e9ebd0f592">DEFINE_PRINT</a>(PRIMITIVE)</td></tr>
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<tr class="memitem:a0fb9d19207dc4869aca35abfbdf4d70a" id="r_a0fb9d19207dc4869aca35abfbdf4d70a"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="#a0fb9d19207dc4869aca35abfbdf4d70a">DEFINE_DEFAULT_IS_EQUIVALENT</a>()</td></tr>
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<tr class="memitem:a649a06267b75e007224ea4ddefedb999" id="r_a649a06267b75e007224ea4ddefedb999"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="#a649a06267b75e007224ea4ddefedb999">DEFINE_INPUT_OUTPUT_SHAPE</a>()</td></tr>
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<h2 class="groupheader">Macro Definition Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a0fb9d19207dc4869aca35abfbdf4d70a">◆ </a></span>DEFINE_DEFAULT_IS_EQUIVALENT</h2>
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<td class="memname">#define DEFINE_DEFAULT_IS_EQUIVALENT</td>
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<b>Value:</b><div class="fragment"><div class="line"> <span class="keywordtype">bool</span> is_equivalent(<span class="keyword">const</span> Primitive& other)<span class="keyword"> const override </span>{ \</div>
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<h2 class="memtitle"><span class="permalink"><a href="#a77abdcb55bc2eb0f9a45edc5ee639bf6">◆ </a></span>DEFINE_GRADS</h2>
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<td class="memname">#define DEFINE_GRADS</td>
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<b>Value:</b><div class="fragment"><div class="line"> std::vector<array> jvp( \</div>
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<div class="line"> <span class="keyword">const</span> std::vector<array>& primals, \</div>
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<div class="line"> <span class="keyword">const</span> std::vector<array>& tangents, \</div>
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<div class="line"> <span class="keyword">const</span> std::vector<int>& argnums) <span class="keyword">override</span>; \</div>
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<div class="line"> \</div>
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<div class="line"> std::vector<array> vjp( \</div>
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<div class="line"> <span class="keyword">const</span> std::vector<array>& primals, \</div>
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<div class="line"> <span class="keyword">const</span> std::vector<array>& cotangents, \</div>
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<div class="line"> <span class="keyword">const</span> std::vector<int>& argnums, \</div>
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<h2 class="memtitle"><span class="permalink"><a href="#a649a06267b75e007224ea4ddefedb999">◆ </a></span>DEFINE_INPUT_OUTPUT_SHAPE</h2>
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<td class="memname">#define DEFINE_INPUT_OUTPUT_SHAPE</td>
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<td class="paramname"><span class="paramname"></span></td><td>)</td>
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<b>Value:</b><div class="fragment"><div class="line"> std::vector<std::vector<int>> output_shapes( \</div>
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<div class="line"> <span class="keyword">const</span> std::vector<array>& inputs)<span class="keyword"> override </span>{ \</div>
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<div class="line"> <span class="keywordflow">return</span> {inputs[0].shape()}; \</div>
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<div class="line"> }</div>
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<h2 class="memtitle"><span class="permalink"><a href="#a1d3a37af519e16f6a703b1e9ebd0f592">◆ </a></span>DEFINE_PRINT</h2>
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<td class="memname">#define DEFINE_PRINT</td>
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<td class="paramtype"></td> <td class="paramname"><span class="paramname">PRIMITIVE</span></td><td>)</td>
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<b>Value:</b><div class="fragment"><div class="line"> <span class="keywordtype">void</span> print(std::ostream& os)<span class="keyword"> override </span>{ \</div>
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<div class="line"> os << #PRIMITIVE; \</div>
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<div class="line"> }</div>
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<a id="adc0fbd79fe0d1114dc85da4ed99798bd" name="adc0fbd79fe0d1114dc85da4ed99798bd"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#adc0fbd79fe0d1114dc85da4ed99798bd">◆ </a></span>DEFINE_VMAP</h2>
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<td class="memname">#define DEFINE_VMAP</td>
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<td class="paramname"><span class="paramname"></span></td><td>)</td>
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<b>Value:</b><div class="fragment"><div class="line"> <span class="keyword">virtual</span> std::pair<std::vector<array>, std::vector<int>> vmap( \</div>
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<div class="line"> <span class="keyword">const</span> std::vector<array>& inputs, <span class="keyword">const</span> std::vector<int>& axes) \</div>
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<div class="line"> <span class="keyword">override</span>;</div>
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