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<div class="headertitle"><div class="title">unary.h</div></div>
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<a href="cpu_2unary_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno"> 1</span><span class="comment">// Copyright © 2023 Apple Inc.</span></div>
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<div class="line"><a id="l00002" name="l00002"></a><span class="lineno"> 2</span> </div>
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<div class="line"><a id="l00003" name="l00003"></a><span class="lineno"> 3</span><span class="preprocessor">#pragma once</span></div>
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<div class="line"><a id="l00004" name="l00004"></a><span class="lineno"> 4</span> </div>
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<div class="line"><a id="l00005" name="l00005"></a><span class="lineno"> 5</span><span class="preprocessor">#include "<a class="code" href="allocator_8h.html">mlx/allocator.h</a>"</span></div>
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<div class="line"><a id="l00006" name="l00006"></a><span class="lineno"> 6</span><span class="preprocessor">#include "<a class="code" href="array_8h.html">mlx/array.h</a>"</span></div>
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<div class="line"><a id="l00007" name="l00007"></a><span class="lineno"> 7</span><span class="preprocessor">#include "<a class="code" href="backend_2common_2utils_8h.html">mlx/backend/common/utils.h</a>"</span></div>
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<div class="line"><a id="l00008" name="l00008"></a><span class="lineno"> 8</span><span class="preprocessor">#include "<a class="code" href="simd_8h.html">mlx/backend/cpu/simd/simd.h</a>"</span></div>
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<div class="line"><a id="l00009" name="l00009"></a><span class="lineno"> 9</span><span class="preprocessor">#include "<a class="code" href="utils_8h.html">mlx/utils.h</a>"</span></div>
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<div class="line"><a id="l00010" name="l00010"></a><span class="lineno"> 10</span> </div>
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<div class="line"><a id="l00011" name="l00011"></a><span class="lineno"> 11</span><span class="keyword">namespace </span><a class="code hl_namespace" href="namespacemlx_1_1core.html">mlx::core</a> {</div>
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<div class="line"><a id="l00012" name="l00012"></a><span class="lineno"> 12</span> </div>
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<div class="foldopen" id="foldopen00013" data-start="{" data-end="}">
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<div class="line"><a id="l00013" name="l00013"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core.html#a4c6a4241bfcdd7bbf30d0e521b79e5a3"> 13</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a4c6a4241bfcdd7bbf30d0e521b79e5a3">set_unary_output_data</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>& in, <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>& out) {</div>
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<div class="line"><a id="l00014" name="l00014"></a><span class="lineno"> 14</span> <span class="keywordflow">if</span> (<a class="code hl_function" href="namespacemlx_1_1core.html#af650e831ce21759da1ac103037d08d84">is_donatable</a>(in, out)) {</div>
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<div class="line"><a id="l00015" name="l00015"></a><span class="lineno"> 15</span> out.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#ad2814dbffa5ad174d9c97a10bf4cf26b">copy_shared_buffer</a>(in);</div>
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<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"> 16</span> } <span class="keywordflow">else</span> {</div>
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<div class="line"><a id="l00017" name="l00017"></a><span class="lineno"> 17</span> <span class="keyword">auto</span> size = in.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#afaf2a370fa35d96af1b27a4b814e3bfd">data_size</a>();</div>
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<div class="line"><a id="l00018" name="l00018"></a><span class="lineno"> 18</span> out.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#af9e3a02b4c0023c36248dc75c887214f">set_data</a>(</div>
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<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"> 19</span> <a class="code hl_function" href="namespacemlx_1_1core_1_1allocator.html#a86ac0a11ff78f21e717f641716c34abc">allocator::malloc_or_wait</a>(size * out.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#af329d9432c92de87cbaa2de8454eefc0">itemsize</a>()),</div>
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<div class="line"><a id="l00020" name="l00020"></a><span class="lineno"> 20</span> size,</div>
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<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"> 21</span> in.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a28cf1928f5ec2f972a94ff1c0e71187d">strides</a>(),</div>
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<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"> 22</span> in.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a0a20a6065ae71b64c1e3aa22a45fd8a1">flags</a>());</div>
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<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"> 23</span> }</div>
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<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"> 24</span>}</div>
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</div>
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<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"> 25</span> </div>
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<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"> 26</span><span class="keyword">template</span> <<span class="keyword">typename</span> T, <span class="keyword">typename</span> U = T, <span class="keyword">typename</span> Op></div>
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<div class="foldopen" id="foldopen00027" data-start="{" data-end="}">
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<div class="line"><a id="l00027" name="l00027"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625"> 27</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op</a>(<span class="keyword">const</span> T* a, U* out, Op op, <span class="keywordtype">size_t</span> shape, <span class="keywordtype">size_t</span> stride) {</div>
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<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span> <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i < shape; i += 1) {</div>
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<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"> 29</span> out[i] = op(*a);</div>
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<div class="line"><a id="l00030" name="l00030"></a><span class="lineno"> 30</span> a += stride;</div>
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<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"> 31</span> }</div>
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<div class="line"><a id="l00032" name="l00032"></a><span class="lineno"> 32</span>}</div>
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</div>
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<div class="line"><a id="l00033" name="l00033"></a><span class="lineno"> 33</span> </div>
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<div class="line"><a id="l00034" name="l00034"></a><span class="lineno"> 34</span><span class="keyword">template</span> <<span class="keyword">typename</span> T, <span class="keyword">typename</span> U = T, <span class="keyword">typename</span> Op></div>
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<div class="foldopen" id="foldopen00035" data-start="{" data-end="}">
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<div class="line"><a id="l00035" name="l00035"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core.html#ae20f207ad1ed3badc17cecf08f118b5e"> 35</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>& a, <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>& out, Op op) {</div>
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<div class="line"><a id="l00036" name="l00036"></a><span class="lineno"> 36</span> <span class="keyword">const</span> T* a_ptr = a.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a72e3ce6c03fefe272cadf214bd127b95">data</a><T>();</div>
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<div class="line"><a id="l00037" name="l00037"></a><span class="lineno"> 37</span> <span class="keywordflow">if</span> (a.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a0a20a6065ae71b64c1e3aa22a45fd8a1">flags</a>().<a class="code hl_variable" href="structmlx_1_1core_1_1array_1_1_flags.html#afd0ab11e7a486a2a8e50ee84b971ac8a">contiguous</a>) {</div>
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<div class="line"><a id="l00038" name="l00038"></a><span class="lineno"> 38</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a4c6a4241bfcdd7bbf30d0e521b79e5a3">set_unary_output_data</a>(a, out);</div>
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<div class="line"><a id="l00039" name="l00039"></a><span class="lineno"> 39</span> U* dst = out.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a72e3ce6c03fefe272cadf214bd127b95">data</a><U>();</div>
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<div class="line"><a id="l00040" name="l00040"></a><span class="lineno"> 40</span> <span class="keyword">constexpr</span> <span class="keywordtype">int</span> N = <a class="code hl_variable" href="namespacemlx_1_1core_1_1simd.html#ac91bd36c7caafd3c7ff176e7e2f81887">simd::max_size<T></a>;</div>
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<div class="line"><a id="l00041" name="l00041"></a><span class="lineno"> 41</span> <span class="keywordtype">size_t</span> size = a.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#afaf2a370fa35d96af1b27a4b814e3bfd">data_size</a>();</div>
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<div class="line"><a id="l00042" name="l00042"></a><span class="lineno"> 42</span> <span class="keywordflow">while</span> (size >= N) {</div>
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<div class="line"><a id="l00043" name="l00043"></a><span class="lineno"> 43</span> <a class="code hl_function" href="namespacemlx_1_1core_1_1simd.html#afa2236afddfdec312eb7e27b89a5316a">simd::store</a>(dst, op(<a class="code hl_function" href="namespacemlx_1_1core_1_1simd.html#a4041676517d96870293e5448c7e2b5a4">simd::load<T, N></a>(a_ptr)));</div>
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<div class="line"><a id="l00044" name="l00044"></a><span class="lineno"> 44</span> size -= N;</div>
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<div class="line"><a id="l00045" name="l00045"></a><span class="lineno"> 45</span> a_ptr += N;</div>
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<div class="line"><a id="l00046" name="l00046"></a><span class="lineno"> 46</span> dst += N;</div>
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<div class="line"><a id="l00047" name="l00047"></a><span class="lineno"> 47</span> }</div>
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<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"> 48</span> <span class="keywordflow">while</span> (size > 0) {</div>
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<div class="line"><a id="l00049" name="l00049"></a><span class="lineno"> 49</span> *dst = op(*a_ptr);</div>
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<div class="line"><a id="l00050" name="l00050"></a><span class="lineno"> 50</span> size--;</div>
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<div class="line"><a id="l00051" name="l00051"></a><span class="lineno"> 51</span> dst++;</div>
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<div class="line"><a id="l00052" name="l00052"></a><span class="lineno"> 52</span> a_ptr++;</div>
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<div class="line"><a id="l00053" name="l00053"></a><span class="lineno"> 53</span> }</div>
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<div class="line"><a id="l00054" name="l00054"></a><span class="lineno"> 54</span> } <span class="keywordflow">else</span> {</div>
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<div class="line"><a id="l00055" name="l00055"></a><span class="lineno"> 55</span> out.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#af9e3a02b4c0023c36248dc75c887214f">set_data</a>(<a class="code hl_function" href="namespacemlx_1_1core_1_1allocator.html#a86ac0a11ff78f21e717f641716c34abc">allocator::malloc_or_wait</a>(out.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a387b67cd3ef5cfc1e749c371766c4a05">nbytes</a>()));</div>
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<div class="line"><a id="l00056" name="l00056"></a><span class="lineno"> 56</span> U* dst = out.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a72e3ce6c03fefe272cadf214bd127b95">data</a><U>();</div>
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<div class="line"><a id="l00057" name="l00057"></a><span class="lineno"> 57</span> <span class="keywordtype">size_t</span> shape = a.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a53006e77d13d9d88b525ef577748939f">ndim</a>() > 0 ? a.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a1d06c76b0f3010a5c329d0e9e29e0597">shape</a>(-1) : 1;</div>
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<div class="line"><a id="l00058" name="l00058"></a><span class="lineno"> 58</span> <span class="keywordtype">size_t</span> stride = a.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a53006e77d13d9d88b525ef577748939f">ndim</a>() > 0 ? a.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a28cf1928f5ec2f972a94ff1c0e71187d">strides</a>(-1) : 1;</div>
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<div class="line"><a id="l00059" name="l00059"></a><span class="lineno"> 59</span> <span class="keywordflow">if</span> (a.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a53006e77d13d9d88b525ef577748939f">ndim</a>() <= 1) {</div>
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<div class="line"><a id="l00060" name="l00060"></a><span class="lineno"> 60</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op</a>(a_ptr, dst, op, shape, stride);</div>
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<div class="line"><a id="l00061" name="l00061"></a><span class="lineno"> 61</span> <span class="keywordflow">return</span>;</div>
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<div class="line"><a id="l00062" name="l00062"></a><span class="lineno"> 62</span> }</div>
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<div class="line"><a id="l00063" name="l00063"></a><span class="lineno"> 63</span> <a class="code hl_struct" href="structmlx_1_1core_1_1_contiguous_iterator.html">ContiguousIterator</a> it(a.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a1d06c76b0f3010a5c329d0e9e29e0597">shape</a>(), a.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a28cf1928f5ec2f972a94ff1c0e71187d">strides</a>(), a.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a53006e77d13d9d88b525ef577748939f">ndim</a>() - 1);</div>
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<div class="line"><a id="l00064" name="l00064"></a><span class="lineno"> 64</span> <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> elem = 0; elem < a.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#a598f87161926d9e0b516860f0ea2c8f6">size</a>(); elem += shape) {</div>
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<div class="line"><a id="l00065" name="l00065"></a><span class="lineno"> 65</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op</a>(a_ptr + it.<a class="code hl_variable" href="structmlx_1_1core_1_1_contiguous_iterator.html#a5ea4f0e40900e8c7e0830e1fb561af1a">loc</a>, dst + elem, op, shape, stride);</div>
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<div class="line"><a id="l00066" name="l00066"></a><span class="lineno"> 66</span> it.<a class="code hl_function" href="structmlx_1_1core_1_1_contiguous_iterator.html#aad921dd422adb0a0f555e19a2f42239c">step</a>();</div>
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<div class="line"><a id="l00067" name="l00067"></a><span class="lineno"> 67</span> }</div>
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<div class="line"><a id="l00068" name="l00068"></a><span class="lineno"> 68</span> }</div>
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<div class="line"><a id="l00069" name="l00069"></a><span class="lineno"> 69</span>}</div>
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</div>
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<div class="line"><a id="l00070" name="l00070"></a><span class="lineno"> 70</span> </div>
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<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"> 71</span><span class="keyword">template</span> <<span class="keyword">typename</span> Op></div>
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<div class="foldopen" id="foldopen00072" data-start="{" data-end="}">
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<div class="line"><a id="l00072" name="l00072"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core.html#a6c8fdd03ef891d7f47804bf02e9a8507"> 72</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a6c8fdd03ef891d7f47804bf02e9a8507">unary</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>& a, <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>& out, Op op) {</div>
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<div class="line"><a id="l00073" name="l00073"></a><span class="lineno"> 73</span> <span class="keywordflow">switch</span> (out.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#ae29e7d6fbfbea1e5e321a8d1ea3cfacd">dtype</a>()) {</div>
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<div class="line"><a id="l00074" name="l00074"></a><span class="lineno"> 74</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a113d2bac7e4aa6a4cb4a5c3242527b82">bool_</a>:</div>
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<div class="line"><a id="l00075" name="l00075"></a><span class="lineno"> 75</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<bool></a>(a, out, op);</div>
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<div class="line"><a id="l00076" name="l00076"></a><span class="lineno"> 76</span> <span class="keywordflow">break</span>;</div>
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<div class="line"><a id="l00077" name="l00077"></a><span class="lineno"> 77</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a9778d50afbf456b0bd738751243b3b68">uint8</a>:</div>
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<div class="line"><a id="l00078" name="l00078"></a><span class="lineno"> 78</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<uint8_t></a>(a, out, op);</div>
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<div class="line"><a id="l00079" name="l00079"></a><span class="lineno"> 79</span> <span class="keywordflow">break</span>;</div>
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<div class="line"><a id="l00080" name="l00080"></a><span class="lineno"> 80</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a312a70c487366968af5e6cbf5038c812">uint16</a>:</div>
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<div class="line"><a id="l00081" name="l00081"></a><span class="lineno"> 81</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<uint16_t></a>(a, out, op);</div>
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<div class="line"><a id="l00082" name="l00082"></a><span class="lineno"> 82</span> <span class="keywordflow">break</span>;</div>
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<div class="line"><a id="l00083" name="l00083"></a><span class="lineno"> 83</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#ac63820d6fe10545907c33faf466a929e">uint32</a>:</div>
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<div class="line"><a id="l00084" name="l00084"></a><span class="lineno"> 84</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<uint32_t></a>(a, out, op);</div>
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<div class="line"><a id="l00085" name="l00085"></a><span class="lineno"> 85</span> <span class="keywordflow">break</span>;</div>
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<div class="line"><a id="l00086" name="l00086"></a><span class="lineno"> 86</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a1f42e3dd4787d2ecec7114a12daefec8">uint64</a>:</div>
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<div class="line"><a id="l00087" name="l00087"></a><span class="lineno"> 87</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<uint64_t></a>(a, out, op);</div>
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<div class="line"><a id="l00088" name="l00088"></a><span class="lineno"> 88</span> <span class="keywordflow">break</span>;</div>
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<div class="line"><a id="l00089" name="l00089"></a><span class="lineno"> 89</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a892e934e146dd938d144cee8813ca672">int8</a>:</div>
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<div class="line"><a id="l00090" name="l00090"></a><span class="lineno"> 90</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<int8_t></a>(a, out, op);</div>
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<div class="line"><a id="l00091" name="l00091"></a><span class="lineno"> 91</span> <span class="keywordflow">break</span>;</div>
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<div class="line"><a id="l00092" name="l00092"></a><span class="lineno"> 92</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a71ebba4ad1afa730962f0692c4f42f07">int16</a>:</div>
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<div class="line"><a id="l00093" name="l00093"></a><span class="lineno"> 93</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<int16_t></a>(a, out, op);</div>
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|
<div class="line"><a id="l00094" name="l00094"></a><span class="lineno"> 94</span> <span class="keywordflow">break</span>;</div>
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<div class="line"><a id="l00095" name="l00095"></a><span class="lineno"> 95</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a5d6373aad1444edc9de1eb07bfe5cad3">int32</a>:</div>
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<div class="line"><a id="l00096" name="l00096"></a><span class="lineno"> 96</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<int32_t></a>(a, out, op);</div>
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|
<div class="line"><a id="l00097" name="l00097"></a><span class="lineno"> 97</span> <span class="keywordflow">break</span>;</div>
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|
<div class="line"><a id="l00098" name="l00098"></a><span class="lineno"> 98</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a9019bdc191054ada0a502c7c34cef5b8">int64</a>:</div>
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<div class="line"><a id="l00099" name="l00099"></a><span class="lineno"> 99</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<int64_t></a>(a, out, op);</div>
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|
<div class="line"><a id="l00100" name="l00100"></a><span class="lineno"> 100</span> <span class="keywordflow">break</span>;</div>
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|
<div class="line"><a id="l00101" name="l00101"></a><span class="lineno"> 101</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#abf228ee9d8ec48c03bb15adcc4e1f3ec">float16</a>:</div>
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<div class="line"><a id="l00102" name="l00102"></a><span class="lineno"> 102</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<float16_t></a>(a, out, op);</div>
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|
<div class="line"><a id="l00103" name="l00103"></a><span class="lineno"> 103</span> <span class="keywordflow">break</span>;</div>
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|
<div class="line"><a id="l00104" name="l00104"></a><span class="lineno"> 104</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a6894543b340321193dfb8052c438a319">float32</a>:</div>
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|
<div class="line"><a id="l00105" name="l00105"></a><span class="lineno"> 105</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<float></a>(a, out, op);</div>
|
|
<div class="line"><a id="l00106" name="l00106"></a><span class="lineno"> 106</span> <span class="keywordflow">break</span>;</div>
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|
<div class="line"><a id="l00107" name="l00107"></a><span class="lineno"> 107</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a514cf8b4e6f0a6af3a867e752f4338f7">bfloat16</a>:</div>
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|
<div class="line"><a id="l00108" name="l00108"></a><span class="lineno"> 108</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<bfloat16_t></a>(a, out, op);</div>
|
|
<div class="line"><a id="l00109" name="l00109"></a><span class="lineno"> 109</span> <span class="keywordflow">break</span>;</div>
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|
<div class="line"><a id="l00110" name="l00110"></a><span class="lineno"> 110</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#af99db87e0078bfcdb383f5689bc874d4">complex64</a>:</div>
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|
<div class="line"><a id="l00111" name="l00111"></a><span class="lineno"> 111</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<complex64_t></a>(a, out, op);</div>
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|
<div class="line"><a id="l00112" name="l00112"></a><span class="lineno"> 112</span> <span class="keywordflow">break</span>;</div>
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|
<div class="line"><a id="l00113" name="l00113"></a><span class="lineno"> 113</span> }</div>
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|
<div class="line"><a id="l00114" name="l00114"></a><span class="lineno"> 114</span>}</div>
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</div>
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<div class="line"><a id="l00115" name="l00115"></a><span class="lineno"> 115</span> </div>
|
|
<div class="line"><a id="l00116" name="l00116"></a><span class="lineno"> 116</span><span class="keyword">template</span> <<span class="keyword">typename</span> Op></div>
|
|
<div class="foldopen" id="foldopen00117" data-start="{" data-end="}">
|
|
<div class="line"><a id="l00117" name="l00117"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core.html#a76a2cb4634f5fd6970a8c3b3753d7a4a"> 117</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a76a2cb4634f5fd6970a8c3b3753d7a4a">unary_fp</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>& a, <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>& out, Op op) {</div>
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|
<div class="line"><a id="l00118" name="l00118"></a><span class="lineno"> 118</span> <span class="keywordflow">switch</span> (out.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#ae29e7d6fbfbea1e5e321a8d1ea3cfacd">dtype</a>()) {</div>
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|
<div class="line"><a id="l00119" name="l00119"></a><span class="lineno"> 119</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a514cf8b4e6f0a6af3a867e752f4338f7">bfloat16</a>:</div>
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|
<div class="line"><a id="l00120" name="l00120"></a><span class="lineno"> 120</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<bfloat16_t></a>(a, out, op);</div>
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|
<div class="line"><a id="l00121" name="l00121"></a><span class="lineno"> 121</span> <span class="keywordflow">break</span>;</div>
|
|
<div class="line"><a id="l00122" name="l00122"></a><span class="lineno"> 122</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#abf228ee9d8ec48c03bb15adcc4e1f3ec">float16</a>:</div>
|
|
<div class="line"><a id="l00123" name="l00123"></a><span class="lineno"> 123</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<float16_t></a>(a, out, op);</div>
|
|
<div class="line"><a id="l00124" name="l00124"></a><span class="lineno"> 124</span> <span class="keywordflow">break</span>;</div>
|
|
<div class="line"><a id="l00125" name="l00125"></a><span class="lineno"> 125</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a6894543b340321193dfb8052c438a319">float32</a>:</div>
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|
<div class="line"><a id="l00126" name="l00126"></a><span class="lineno"> 126</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<float></a>(a, out, op);</div>
|
|
<div class="line"><a id="l00127" name="l00127"></a><span class="lineno"> 127</span> <span class="keywordflow">break</span>;</div>
|
|
<div class="line"><a id="l00128" name="l00128"></a><span class="lineno"> 128</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#af99db87e0078bfcdb383f5689bc874d4">complex64</a>:</div>
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|
<div class="line"><a id="l00129" name="l00129"></a><span class="lineno"> 129</span> <a class="code hl_function" href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">unary_op<complex64_t></a>(a, out, op);</div>
|
|
<div class="line"><a id="l00130" name="l00130"></a><span class="lineno"> 130</span> <span class="keywordflow">break</span>;</div>
|
|
<div class="line"><a id="l00131" name="l00131"></a><span class="lineno"> 131</span> <span class="keywordflow">default</span>:</div>
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<div class="line"><a id="l00132" name="l00132"></a><span class="lineno"> 132</span> std::ostringstream err;</div>
|
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<div class="line"><a id="l00133" name="l00133"></a><span class="lineno"> 133</span> err << <span class="stringliteral">"[unary_fp] Does not support "</span> << out.<a class="code hl_function" href="classmlx_1_1core_1_1array.html#ae29e7d6fbfbea1e5e321a8d1ea3cfacd">dtype</a>();</div>
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<div class="line"><a id="l00134" name="l00134"></a><span class="lineno"> 134</span> <span class="keywordflow">throw</span> std::runtime_error(err.str());</div>
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<div class="line"><a id="l00135" name="l00135"></a><span class="lineno"> 135</span> }</div>
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<div class="line"><a id="l00136" name="l00136"></a><span class="lineno"> 136</span>}</div>
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</div>
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<div class="line"><a id="l00137" name="l00137"></a><span class="lineno"> 137</span> </div>
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<div class="line"><a id="l00138" name="l00138"></a><span class="lineno"> 138</span>} <span class="comment">// namespace mlx::core</span></div>
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<div class="ttc" id="aallocator_8h_html"><div class="ttname"><a href="allocator_8h.html">allocator.h</a></div></div>
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<div class="ttc" id="aarray_8h_html"><div class="ttname"><a href="array_8h.html">array.h</a></div></div>
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<div class="ttc" id="abackend_2common_2utils_8h_html"><div class="ttname"><a href="backend_2common_2utils_8h.html">utils.h</a></div></div>
|
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html"><div class="ttname"><a href="classmlx_1_1core_1_1array.html">mlx::core::array</a></div><div class="ttdef"><b>Definition</b> array.h:24</div></div>
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html_a0a20a6065ae71b64c1e3aa22a45fd8a1"><div class="ttname"><a href="classmlx_1_1core_1_1array.html#a0a20a6065ae71b64c1e3aa22a45fd8a1">mlx::core::array::flags</a></div><div class="ttdeci">const Flags & flags() const</div><div class="ttdoc">Get the Flags bit-field.</div><div class="ttdef"><b>Definition</b> array.h:306</div></div>
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html_a1d06c76b0f3010a5c329d0e9e29e0597"><div class="ttname"><a href="classmlx_1_1core_1_1array.html#a1d06c76b0f3010a5c329d0e9e29e0597">mlx::core::array::shape</a></div><div class="ttdeci">const Shape & shape() const</div><div class="ttdoc">The shape of the array as a vector of integers.</div><div class="ttdef"><b>Definition</b> array.h:103</div></div>
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html_a28cf1928f5ec2f972a94ff1c0e71187d"><div class="ttname"><a href="classmlx_1_1core_1_1array.html#a28cf1928f5ec2f972a94ff1c0e71187d">mlx::core::array::strides</a></div><div class="ttdeci">const Strides & strides() const</div><div class="ttdoc">The strides of the array.</div><div class="ttdef"><b>Definition</b> array.h:117</div></div>
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html_a387b67cd3ef5cfc1e749c371766c4a05"><div class="ttname"><a href="classmlx_1_1core_1_1array.html#a387b67cd3ef5cfc1e749c371766c4a05">mlx::core::array::nbytes</a></div><div class="ttdeci">size_t nbytes() const</div><div class="ttdoc">The number of bytes in the array.</div><div class="ttdef"><b>Definition</b> array.h:93</div></div>
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html_a53006e77d13d9d88b525ef577748939f"><div class="ttname"><a href="classmlx_1_1core_1_1array.html#a53006e77d13d9d88b525ef577748939f">mlx::core::array::ndim</a></div><div class="ttdeci">size_t ndim() const</div><div class="ttdoc">The number of dimensions of the array.</div><div class="ttdef"><b>Definition</b> array.h:98</div></div>
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html_a598f87161926d9e0b516860f0ea2c8f6"><div class="ttname"><a href="classmlx_1_1core_1_1array.html#a598f87161926d9e0b516860f0ea2c8f6">mlx::core::array::size</a></div><div class="ttdeci">size_t size() const</div><div class="ttdoc">The number of elements in the array.</div><div class="ttdef"><b>Definition</b> array.h:88</div></div>
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html_a72e3ce6c03fefe272cadf214bd127b95"><div class="ttname"><a href="classmlx_1_1core_1_1array.html#a72e3ce6c03fefe272cadf214bd127b95">mlx::core::array::data</a></div><div class="ttdeci">T * data()</div><div class="ttdef"><b>Definition</b> array.h:342</div></div>
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html_ad2814dbffa5ad174d9c97a10bf4cf26b"><div class="ttname"><a href="classmlx_1_1core_1_1array.html#ad2814dbffa5ad174d9c97a10bf4cf26b">mlx::core::array::copy_shared_buffer</a></div><div class="ttdeci">void copy_shared_buffer(const array &other, const Strides &strides, Flags flags, size_t data_size, size_t offset=0)</div></div>
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html_ae29e7d6fbfbea1e5e321a8d1ea3cfacd"><div class="ttname"><a href="classmlx_1_1core_1_1array.html#ae29e7d6fbfbea1e5e321a8d1ea3cfacd">mlx::core::array::dtype</a></div><div class="ttdeci">Dtype dtype() const</div><div class="ttdoc">Get the arrays data type.</div><div class="ttdef"><b>Definition</b> array.h:131</div></div>
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html_af329d9432c92de87cbaa2de8454eefc0"><div class="ttname"><a href="classmlx_1_1core_1_1array.html#af329d9432c92de87cbaa2de8454eefc0">mlx::core::array::itemsize</a></div><div class="ttdeci">size_t itemsize() const</div><div class="ttdoc">The size of the array's datatype in bytes.</div><div class="ttdef"><b>Definition</b> array.h:83</div></div>
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html_af9e3a02b4c0023c36248dc75c887214f"><div class="ttname"><a href="classmlx_1_1core_1_1array.html#af9e3a02b4c0023c36248dc75c887214f">mlx::core::array::set_data</a></div><div class="ttdeci">void set_data(allocator::Buffer buffer, Deleter d=allocator::free)</div></div>
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<div class="ttc" id="aclassmlx_1_1core_1_1array_html_afaf2a370fa35d96af1b27a4b814e3bfd"><div class="ttname"><a href="classmlx_1_1core_1_1array.html#afaf2a370fa35d96af1b27a4b814e3bfd">mlx::core::array::data_size</a></div><div class="ttdeci">size_t data_size() const</div><div class="ttdoc">The size (in elements) of the underlying buffer the array points to.</div><div class="ttdef"><b>Definition</b> array.h:320</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_1_1allocator_html_a86ac0a11ff78f21e717f641716c34abc"><div class="ttname"><a href="namespacemlx_1_1core_1_1allocator.html#a86ac0a11ff78f21e717f641716c34abc">mlx::core::allocator::malloc_or_wait</a></div><div class="ttdeci">Buffer malloc_or_wait(size_t size)</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_1_1simd_html_a4041676517d96870293e5448c7e2b5a4"><div class="ttname"><a href="namespacemlx_1_1core_1_1simd.html#a4041676517d96870293e5448c7e2b5a4">mlx::core::simd::load</a></div><div class="ttdeci">Simd< T, N > load(const T *x)</div><div class="ttdef"><b>Definition</b> base_simd.h:27</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_1_1simd_html_ac91bd36c7caafd3c7ff176e7e2f81887"><div class="ttname"><a href="namespacemlx_1_1core_1_1simd.html#ac91bd36c7caafd3c7ff176e7e2f81887">mlx::core::simd::max_size</a></div><div class="ttdeci">static constexpr int max_size</div><div class="ttdef"><b>Definition</b> base_simd.h:13</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_1_1simd_html_afa2236afddfdec312eb7e27b89a5316a"><div class="ttname"><a href="namespacemlx_1_1core_1_1simd.html#afa2236afddfdec312eb7e27b89a5316a">mlx::core::simd::store</a></div><div class="ttdeci">void store(T *dst, Simd< T, N > x)</div><div class="ttdef"><b>Definition</b> base_simd.h:32</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html"><div class="ttname"><a href="namespacemlx_1_1core.html">mlx::core</a></div><div class="ttdef"><b>Definition</b> allocator.h:7</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a113d2bac7e4aa6a4cb4a5c3242527b82"><div class="ttname"><a href="namespacemlx_1_1core.html#a113d2bac7e4aa6a4cb4a5c3242527b82">mlx::core::bool_</a></div><div class="ttdeci">constexpr Dtype bool_</div><div class="ttdef"><b>Definition</b> dtype.h:67</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a1f42e3dd4787d2ecec7114a12daefec8"><div class="ttname"><a href="namespacemlx_1_1core.html#a1f42e3dd4787d2ecec7114a12daefec8">mlx::core::uint64</a></div><div class="ttdeci">constexpr Dtype uint64</div><div class="ttdef"><b>Definition</b> dtype.h:72</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a27f00519f9756896734fd4d47fec0625"><div class="ttname"><a href="namespacemlx_1_1core.html#a27f00519f9756896734fd4d47fec0625">mlx::core::unary_op</a></div><div class="ttdeci">void unary_op(const T *a, U *out, Op op, size_t shape, size_t stride)</div><div class="ttdef"><b>Definition</b> unary.h:27</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a312a70c487366968af5e6cbf5038c812"><div class="ttname"><a href="namespacemlx_1_1core.html#a312a70c487366968af5e6cbf5038c812">mlx::core::uint16</a></div><div class="ttdeci">constexpr Dtype uint16</div><div class="ttdef"><b>Definition</b> dtype.h:70</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a4c6a4241bfcdd7bbf30d0e521b79e5a3"><div class="ttname"><a href="namespacemlx_1_1core.html#a4c6a4241bfcdd7bbf30d0e521b79e5a3">mlx::core::set_unary_output_data</a></div><div class="ttdeci">void set_unary_output_data(const array &in, array &out)</div><div class="ttdef"><b>Definition</b> unary.h:13</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a514cf8b4e6f0a6af3a867e752f4338f7"><div class="ttname"><a href="namespacemlx_1_1core.html#a514cf8b4e6f0a6af3a867e752f4338f7">mlx::core::bfloat16</a></div><div class="ttdeci">constexpr Dtype bfloat16</div><div class="ttdef"><b>Definition</b> dtype.h:81</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a5d6373aad1444edc9de1eb07bfe5cad3"><div class="ttname"><a href="namespacemlx_1_1core.html#a5d6373aad1444edc9de1eb07bfe5cad3">mlx::core::int32</a></div><div class="ttdeci">constexpr Dtype int32</div><div class="ttdef"><b>Definition</b> dtype.h:76</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a6894543b340321193dfb8052c438a319"><div class="ttname"><a href="namespacemlx_1_1core.html#a6894543b340321193dfb8052c438a319">mlx::core::float32</a></div><div class="ttdeci">constexpr Dtype float32</div><div class="ttdef"><b>Definition</b> dtype.h:80</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a6c8fdd03ef891d7f47804bf02e9a8507"><div class="ttname"><a href="namespacemlx_1_1core.html#a6c8fdd03ef891d7f47804bf02e9a8507">mlx::core::unary</a></div><div class="ttdeci">void unary(const array &a, array &out, Op op)</div><div class="ttdef"><b>Definition</b> unary.h:72</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a71ebba4ad1afa730962f0692c4f42f07"><div class="ttname"><a href="namespacemlx_1_1core.html#a71ebba4ad1afa730962f0692c4f42f07">mlx::core::int16</a></div><div class="ttdeci">constexpr Dtype int16</div><div class="ttdef"><b>Definition</b> dtype.h:75</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a76a2cb4634f5fd6970a8c3b3753d7a4a"><div class="ttname"><a href="namespacemlx_1_1core.html#a76a2cb4634f5fd6970a8c3b3753d7a4a">mlx::core::unary_fp</a></div><div class="ttdeci">void unary_fp(const array &a, array &out, Op op)</div><div class="ttdef"><b>Definition</b> unary.h:117</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a892e934e146dd938d144cee8813ca672"><div class="ttname"><a href="namespacemlx_1_1core.html#a892e934e146dd938d144cee8813ca672">mlx::core::int8</a></div><div class="ttdeci">constexpr Dtype int8</div><div class="ttdef"><b>Definition</b> dtype.h:74</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a9019bdc191054ada0a502c7c34cef5b8"><div class="ttname"><a href="namespacemlx_1_1core.html#a9019bdc191054ada0a502c7c34cef5b8">mlx::core::int64</a></div><div class="ttdeci">constexpr Dtype int64</div><div class="ttdef"><b>Definition</b> dtype.h:77</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_a9778d50afbf456b0bd738751243b3b68"><div class="ttname"><a href="namespacemlx_1_1core.html#a9778d50afbf456b0bd738751243b3b68">mlx::core::uint8</a></div><div class="ttdeci">constexpr Dtype uint8</div><div class="ttdef"><b>Definition</b> dtype.h:69</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_abf228ee9d8ec48c03bb15adcc4e1f3ec"><div class="ttname"><a href="namespacemlx_1_1core.html#abf228ee9d8ec48c03bb15adcc4e1f3ec">mlx::core::float16</a></div><div class="ttdeci">constexpr Dtype float16</div><div class="ttdef"><b>Definition</b> dtype.h:79</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_ac63820d6fe10545907c33faf466a929e"><div class="ttname"><a href="namespacemlx_1_1core.html#ac63820d6fe10545907c33faf466a929e">mlx::core::uint32</a></div><div class="ttdeci">constexpr Dtype uint32</div><div class="ttdef"><b>Definition</b> dtype.h:71</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_af650e831ce21759da1ac103037d08d84"><div class="ttname"><a href="namespacemlx_1_1core.html#af650e831ce21759da1ac103037d08d84">mlx::core::is_donatable</a></div><div class="ttdeci">bool is_donatable(const array &in, const array &out)</div><div class="ttdef"><b>Definition</b> utils.h:155</div></div>
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<div class="ttc" id="anamespacemlx_1_1core_html_af99db87e0078bfcdb383f5689bc874d4"><div class="ttname"><a href="namespacemlx_1_1core.html#af99db87e0078bfcdb383f5689bc874d4">mlx::core::complex64</a></div><div class="ttdeci">constexpr Dtype complex64</div><div class="ttdef"><b>Definition</b> dtype.h:82</div></div>
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<div class="ttc" id="asimd_8h_html"><div class="ttname"><a href="simd_8h.html">simd.h</a></div></div>
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<div class="ttc" id="astructmlx_1_1core_1_1_contiguous_iterator_html"><div class="ttname"><a href="structmlx_1_1core_1_1_contiguous_iterator.html">mlx::core::ContiguousIterator</a></div><div class="ttdef"><b>Definition</b> utils.h:73</div></div>
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<div class="ttc" id="astructmlx_1_1core_1_1_contiguous_iterator_html_a5ea4f0e40900e8c7e0830e1fb561af1a"><div class="ttname"><a href="structmlx_1_1core_1_1_contiguous_iterator.html#a5ea4f0e40900e8c7e0830e1fb561af1a">mlx::core::ContiguousIterator::loc</a></div><div class="ttdeci">int64_t loc</div><div class="ttdef"><b>Definition</b> utils.h:126</div></div>
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<div class="ttc" id="astructmlx_1_1core_1_1_contiguous_iterator_html_aad921dd422adb0a0f555e19a2f42239c"><div class="ttname"><a href="structmlx_1_1core_1_1_contiguous_iterator.html#aad921dd422adb0a0f555e19a2f42239c">mlx::core::ContiguousIterator::step</a></div><div class="ttdeci">void step()</div><div class="ttdef"><b>Definition</b> utils.h:74</div></div>
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<div class="ttc" id="astructmlx_1_1core_1_1array_1_1_flags_html_afd0ab11e7a486a2a8e50ee84b971ac8a"><div class="ttname"><a href="structmlx_1_1core_1_1array_1_1_flags.html#afd0ab11e7a486a2a8e50ee84b971ac8a">mlx::core::array::Flags::contiguous</a></div><div class="ttdeci">bool contiguous</div><div class="ttdef"><b>Definition</b> array.h:231</div></div>
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<div class="ttc" id="autils_8h_html"><div class="ttname"><a href="utils_8h.html">utils.h</a></div></div>
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