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6e63a67805
mlx/docs/build/html/common_2unary_8h_source.html
Awni Hannun 6e63a67805 docs update
2025-06-04 01:01:50 +00:00

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<li class="navelem"><a class="el" href="dir_938ab0ecf10b8b860ff766c820f665fd.html">mlx</a></li><li class="navelem"><a class="el" href="dir_1d446c9bd3c99228254c9484e0bc5c06.html">backend</a></li><li class="navelem"><a class="el" href="dir_f149b24a1b5be11cd70151abe517e3f8.html">common</a></li> </ul>
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<a href="common_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>
<div class="line"><a id="l00002" name="l00002"></a><span class="lineno"> 2</span> </div>
<div class="line"><a id="l00003" name="l00003"></a><span class="lineno"> 3</span><span class="preprocessor">#pragma once</span></div>
<div class="line"><a id="l00004" name="l00004"></a><span class="lineno"> 4</span> </div>
<div class="line"><a id="l00005" name="l00005"></a><span class="lineno"> 5</span><span class="preprocessor">#include &quot;<a class="code" href="allocator_8h.html">mlx/allocator.h</a>&quot;</span></div>
<div class="line"><a id="l00006" name="l00006"></a><span class="lineno"> 6</span><span class="preprocessor">#include &quot;<a class="code" href="array_8h.html">mlx/array.h</a>&quot;</span></div>
<div class="line"><a id="l00007" name="l00007"></a><span class="lineno"> 7</span><span class="preprocessor">#include &quot;<a class="code" href="backend_2common_2utils_8h.html">mlx/backend/common/utils.h</a>&quot;</span></div>
<div class="line"><a id="l00008" name="l00008"></a><span class="lineno"> 8</span><span class="preprocessor">#include &quot;<a class="code" href="utils_8h.html">mlx/utils.h</a>&quot;</span></div>
<div class="line"><a id="l00009" name="l00009"></a><span class="lineno"> 9</span> </div>
<div class="line"><a id="l00010" name="l00010"></a><span class="lineno"> 10</span><span class="keyword">namespace </span><a class="code hl_namespace" href="namespacemlx_1_1core.html">mlx::core</a> {</div>
<div class="line"><a id="l00011" name="l00011"></a><span class="lineno"> 11</span> </div>
<div class="line"><a id="l00012" name="l00012"></a><span class="lineno"> 12</span><span class="keyword">namespace </span>{</div>
<div class="line"><a id="l00013" name="l00013"></a><span class="lineno"> 13</span> </div>
<div class="line"><a id="l00014" name="l00014"></a><span class="lineno"> 14</span><span class="keywordtype">void</span> set_unary_output_data(<span class="keyword">const</span> array&amp; in, array&amp; out) {</div>
<div class="line"><a id="l00015" name="l00015"></a><span class="lineno"> 15</span> <span class="keywordflow">if</span> (in.is_donatable() &amp;&amp; in.itemsize() == out.itemsize()) {</div>
<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"> 16</span> out.copy_shared_buffer(in);</div>
<div class="line"><a id="l00017" name="l00017"></a><span class="lineno"> 17</span> } <span class="keywordflow">else</span> {</div>
<div class="line"><a id="l00018" name="l00018"></a><span class="lineno"> 18</span> <span class="keyword">auto</span> size = in.data_size();</div>
<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"> 19</span> out.set_data(</div>
<div class="line"><a id="l00020" name="l00020"></a><span class="lineno"> 20</span> <a class="code hl_function" href="namespacemlx_1_1core_1_1allocator.html#a86ac0a11ff78f21e717f641716c34abc">allocator::malloc_or_wait</a>(size * out.itemsize()),</div>
<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"> 21</span> size,</div>
<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"> 22</span> in.strides(),</div>
<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"> 23</span> in.flags());</div>
<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"> 24</span> }</div>
<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"> 25</span>}</div>
<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"> 26</span> </div>
<div class="line"><a id="l00027" name="l00027"></a><span class="lineno"> 27</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> Op&gt;</div>
<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span><span class="keywordtype">void</span> unary_op(<span class="keyword">const</span> array&amp; a, array&amp; out, Op <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) {</div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"> 29</span> <span class="keyword">const</span> T* a_ptr = a.data&lt;T&gt;();</div>
<div class="line"><a id="l00030" name="l00030"></a><span class="lineno"> 30</span> <span class="keywordflow">if</span> (a.flags().contiguous) {</div>
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"> 31</span> set_unary_output_data(a, out);</div>
<div class="line"><a id="l00032" name="l00032"></a><span class="lineno"> 32</span> T* dst = out.data&lt;T&gt;();</div>
<div class="line"><a id="l00033" name="l00033"></a><span class="lineno"> 33</span> <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; a.data_size(); ++i) {</div>
<div class="line"><a id="l00034" name="l00034"></a><span class="lineno"> 34</span> dst[i] = <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>(a_ptr[i]);</div>
<div class="line"><a id="l00035" name="l00035"></a><span class="lineno"> 35</span> }</div>
<div class="line"><a id="l00036" name="l00036"></a><span class="lineno"> 36</span> } <span class="keywordflow">else</span> {</div>
<div class="line"><a id="l00037" name="l00037"></a><span class="lineno"> 37</span> out.set_data(<a class="code hl_function" href="namespacemlx_1_1core_1_1allocator.html#a86ac0a11ff78f21e717f641716c34abc">allocator::malloc_or_wait</a>(out.nbytes()));</div>
<div class="line"><a id="l00038" name="l00038"></a><span class="lineno"> 38</span> T* dst = out.data&lt;T&gt;();</div>
<div class="line"><a id="l00039" name="l00039"></a><span class="lineno"> 39</span> <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; out.size(); ++i) {</div>
<div class="line"><a id="l00040" name="l00040"></a><span class="lineno"> 40</span> <span class="comment">// TODO this is super inefficient, need to fix.</span></div>
<div class="line"><a id="l00041" name="l00041"></a><span class="lineno"> 41</span> <span class="keywordtype">int</span> a_idx = <a class="code hl_function" href="namespacemlx_1_1core.html#a4950c3248e70280b406a4f1430a85880">elem_to_loc</a>(i, a.shape(), a.strides());</div>
<div class="line"><a id="l00042" name="l00042"></a><span class="lineno"> 42</span> dst[i] = <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>(a_ptr[a_idx]);</div>
<div class="line"><a id="l00043" name="l00043"></a><span class="lineno"> 43</span> }</div>
<div class="line"><a id="l00044" name="l00044"></a><span class="lineno"> 44</span> }</div>
<div class="line"><a id="l00045" name="l00045"></a><span class="lineno"> 45</span>}</div>
<div class="line"><a id="l00046" name="l00046"></a><span class="lineno"> 46</span> </div>
<div class="line"><a id="l00047" name="l00047"></a><span class="lineno"> 47</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> Op&gt;</div>
<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"> 48</span><span class="keywordtype">void</span> unary(<span class="keyword">const</span> array&amp; a, array&amp; out, Op <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) {</div>
<div class="line"><a id="l00049" name="l00049"></a><span class="lineno"> 49</span> <span class="keywordflow">switch</span> (out.dtype()) {</div>
<div class="line"><a id="l00050" name="l00050"></a><span class="lineno"> 50</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a113d2bac7e4aa6a4cb4a5c3242527b82">bool_</a>:</div>
<div class="line"><a id="l00051" name="l00051"></a><span class="lineno"> 51</span> unary_op&lt;bool&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00052" name="l00052"></a><span class="lineno"> 52</span> <span class="keywordflow">break</span>;</div>
<div class="line"><a id="l00053" name="l00053"></a><span class="lineno"> 53</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a9778d50afbf456b0bd738751243b3b68">uint8</a>:</div>
<div class="line"><a id="l00054" name="l00054"></a><span class="lineno"> 54</span> unary_op&lt;uint8_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00055" name="l00055"></a><span class="lineno"> 55</span> <span class="keywordflow">break</span>;</div>
<div class="line"><a id="l00056" name="l00056"></a><span class="lineno"> 56</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a312a70c487366968af5e6cbf5038c812">uint16</a>:</div>
<div class="line"><a id="l00057" name="l00057"></a><span class="lineno"> 57</span> unary_op&lt;uint16_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00058" name="l00058"></a><span class="lineno"> 58</span> <span class="keywordflow">break</span>;</div>
<div class="line"><a id="l00059" name="l00059"></a><span class="lineno"> 59</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#ac63820d6fe10545907c33faf466a929e">uint32</a>:</div>
<div class="line"><a id="l00060" name="l00060"></a><span class="lineno"> 60</span> unary_op&lt;uint32_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00061" name="l00061"></a><span class="lineno"> 61</span> <span class="keywordflow">break</span>;</div>
<div class="line"><a id="l00062" name="l00062"></a><span class="lineno"> 62</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a1f42e3dd4787d2ecec7114a12daefec8">uint64</a>:</div>
<div class="line"><a id="l00063" name="l00063"></a><span class="lineno"> 63</span> unary_op&lt;uint64_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00064" name="l00064"></a><span class="lineno"> 64</span> <span class="keywordflow">break</span>;</div>
<div class="line"><a id="l00065" name="l00065"></a><span class="lineno"> 65</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a892e934e146dd938d144cee8813ca672">int8</a>:</div>
<div class="line"><a id="l00066" name="l00066"></a><span class="lineno"> 66</span> unary_op&lt;int8_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00067" name="l00067"></a><span class="lineno"> 67</span> <span class="keywordflow">break</span>;</div>
<div class="line"><a id="l00068" name="l00068"></a><span class="lineno"> 68</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a71ebba4ad1afa730962f0692c4f42f07">int16</a>:</div>
<div class="line"><a id="l00069" name="l00069"></a><span class="lineno"> 69</span> unary_op&lt;int16_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00070" name="l00070"></a><span class="lineno"> 70</span> <span class="keywordflow">break</span>;</div>
<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"> 71</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a5d6373aad1444edc9de1eb07bfe5cad3">int32</a>:</div>
<div class="line"><a id="l00072" name="l00072"></a><span class="lineno"> 72</span> unary_op&lt;int32_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00073" name="l00073"></a><span class="lineno"> 73</span> <span class="keywordflow">break</span>;</div>
<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#a9019bdc191054ada0a502c7c34cef5b8">int64</a>:</div>
<div class="line"><a id="l00075" name="l00075"></a><span class="lineno"> 75</span> unary_op&lt;int64_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00076" name="l00076"></a><span class="lineno"> 76</span> <span class="keywordflow">break</span>;</div>
<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#abf228ee9d8ec48c03bb15adcc4e1f3ec">float16</a>:</div>
<div class="line"><a id="l00078" name="l00078"></a><span class="lineno"> 78</span> unary_op&lt;float16_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00079" name="l00079"></a><span class="lineno"> 79</span> <span class="keywordflow">break</span>;</div>
<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#a6894543b340321193dfb8052c438a319">float32</a>:</div>
<div class="line"><a id="l00081" name="l00081"></a><span class="lineno"> 81</span> unary_op&lt;float&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00082" name="l00082"></a><span class="lineno"> 82</span> <span class="keywordflow">break</span>;</div>
<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#a514cf8b4e6f0a6af3a867e752f4338f7">bfloat16</a>:</div>
<div class="line"><a id="l00084" name="l00084"></a><span class="lineno"> 84</span> unary_op&lt;bfloat16_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00085" name="l00085"></a><span class="lineno"> 85</span> <span class="keywordflow">break</span>;</div>
<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#af99db87e0078bfcdb383f5689bc874d4">complex64</a>:</div>
<div class="line"><a id="l00087" name="l00087"></a><span class="lineno"> 87</span> unary_op&lt;complex64_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00088" name="l00088"></a><span class="lineno"> 88</span> <span class="keywordflow">break</span>;</div>
<div class="line"><a id="l00089" name="l00089"></a><span class="lineno"> 89</span> }</div>
<div class="line"><a id="l00090" name="l00090"></a><span class="lineno"> 90</span>}</div>
<div class="line"><a id="l00091" name="l00091"></a><span class="lineno"> 91</span> </div>
<div class="line"><a id="l00092" name="l00092"></a><span class="lineno"> 92</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> Op&gt;</div>
<div class="line"><a id="l00093" name="l00093"></a><span class="lineno"> 93</span><span class="keywordtype">void</span> unary_fp(<span class="keyword">const</span> array&amp; a, array&amp; out, Op <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) {</div>
<div class="line"><a id="l00094" name="l00094"></a><span class="lineno"> 94</span> <span class="keywordflow">switch</span> (out.dtype()) {</div>
<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#a514cf8b4e6f0a6af3a867e752f4338f7">bfloat16</a>:</div>
<div class="line"><a id="l00096" name="l00096"></a><span class="lineno"> 96</span> unary_op&lt;bfloat16_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00097" name="l00097"></a><span class="lineno"> 97</span> <span class="keywordflow">break</span>;</div>
<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#abf228ee9d8ec48c03bb15adcc4e1f3ec">float16</a>:</div>
<div class="line"><a id="l00099" name="l00099"></a><span class="lineno"> 99</span> unary_op&lt;float16_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00100" name="l00100"></a><span class="lineno"> 100</span> <span class="keywordflow">break</span>;</div>
<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#a6894543b340321193dfb8052c438a319">float32</a>:</div>
<div class="line"><a id="l00102" name="l00102"></a><span class="lineno"> 102</span> unary_op&lt;float&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00103" name="l00103"></a><span class="lineno"> 103</span> <span class="keywordflow">break</span>;</div>
<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#af99db87e0078bfcdb383f5689bc874d4">complex64</a>:</div>
<div class="line"><a id="l00105" name="l00105"></a><span class="lineno"> 105</span> unary_op&lt;complex64_t&gt;(a, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00106" name="l00106"></a><span class="lineno"> 106</span> <span class="keywordflow">break</span>;</div>
<div class="line"><a id="l00107" name="l00107"></a><span class="lineno"> 107</span> <span class="keywordflow">default</span>:</div>
<div class="line"><a id="l00108" name="l00108"></a><span class="lineno"> 108</span> std::ostringstream err;</div>
<div class="line"><a id="l00109" name="l00109"></a><span class="lineno"> 109</span> err &lt;&lt; <span class="stringliteral">&quot;[unary_fp] Does not support &quot;</span> &lt;&lt; out.dtype();</div>
<div class="line"><a id="l00110" name="l00110"></a><span class="lineno"> 110</span> <span class="keywordflow">throw</span> std::runtime_error(err.str());</div>
<div class="line"><a id="l00111" name="l00111"></a><span class="lineno"> 111</span> }</div>
<div class="line"><a id="l00112" name="l00112"></a><span class="lineno"> 112</span>}</div>
<div class="line"><a id="l00113" name="l00113"></a><span class="lineno"> 113</span> </div>
<div class="line"><a id="l00114" name="l00114"></a><span class="lineno"> 114</span>} <span class="comment">// namespace</span></div>
<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="comment">// namespace mlx::core</span></div>
<div class="ttc" id="aallocator_8h_html"><div class="ttname"><a href="allocator_8h.html">allocator.h</a></div></div>
<div class="ttc" id="aarray_8h_html"><div class="ttname"><a href="array_8h.html">array.h</a></div></div>
<div class="ttc" id="abackend_2common_2utils_8h_html"><div class="ttname"><a href="backend_2common_2utils_8h.html">utils.h</a></div></div>
<div class="ttc" id="acommon_2binary_8h_html_a70228731d29946574b238d21fb4b360c"><div class="ttname"><a href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a></div><div class="ttdeci">Op op</div><div class="ttdef"><b>Definition</b> binary.h:139</div></div>
<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>
<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>
<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:60</div></div>
<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:65</div></div>
<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:63</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a4950c3248e70280b406a4f1430a85880"><div class="ttname"><a href="namespacemlx_1_1core.html#a4950c3248e70280b406a4f1430a85880">mlx::core::elem_to_loc</a></div><div class="ttdeci">stride_t elem_to_loc(int elem, const std::vector&lt; int &gt; &amp;shape, const std::vector&lt; stride_t &gt; &amp;strides)</div><div class="ttdef"><b>Definition</b> utils.h:12</div></div>
<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:74</div></div>
<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:69</div></div>
<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:73</div></div>
<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:68</div></div>
<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:67</div></div>
<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:70</div></div>
<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:62</div></div>
<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:72</div></div>
<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:64</div></div>
<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:75</div></div>
<div class="ttc" id="autils_8h_html"><div class="ttname"><a href="utils_8h.html">utils.h</a></div></div>
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