arm_compute v19.02
Change-Id: I853a3ecf38f206da13c1b03640c8adf73c20477c
diff --git a/documentation/gemm__fp32_8cpp_source.xhtml b/documentation/gemm__fp32_8cpp_source.xhtml
index 3dded93..e057bbf 100644
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<div class="title">gemm_fp32.cpp</div> </div>
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<div class="contents">
-<a href="gemm__fp32_8cpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) 2017-2018 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * of this software and associated documentation files (the "Software"), to</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> * deal in the Software without restriction, including without limitation the</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> * furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#include "arm_gemm.hpp"</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#include "gemm_common.hpp"</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="preprocessor">#include "<a class="code" href="gemm__implementation_8hpp.xhtml">gemm_implementation.hpp</a>"</span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="preprocessor">#include "<a class="code" href="gemm__interleaved_8hpp.xhtml">gemm_interleaved.hpp</a>"</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#include "<a class="code" href="gemm__native_8hpp.xhtml">gemm_native.hpp</a>"</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#include "<a class="code" href="gemv__batched_8hpp.xhtml">gemv_batched.hpp</a>"</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#include "<a class="code" href="gemv__native__transposed_8hpp.xhtml">gemv_native_transposed.hpp</a>"</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include "<a class="code" href="gemv__pretransposed_8hpp.xhtml">gemv_pretransposed.hpp</a>"</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> </div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="preprocessor">#include "<a class="code" href="a64__sgemm__12x8_8hpp.xhtml">kernels/a64_sgemm_12x8.hpp</a>"</span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#include "<a class="code" href="a32__sgemm__8x6_8hpp.xhtml">kernels/a32_sgemm_8x6.hpp</a>"</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include "<a class="code" href="a64__sgemv__trans_8hpp.xhtml">kernels/a64_sgemv_trans.hpp</a>"</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor">#include "<a class="code" href="a64__sgemv__pretransposed_8hpp.xhtml">kernels/a64_sgemv_pretransposed.hpp</a>"</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor">#include "<a class="code" href="a64__sgemm__native__16x4_8hpp.xhtml">kernels/a64_sgemm_native_16x4.hpp</a>"</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> </div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="preprocessor">#include "<a class="code" href="sve__interleaved__fp32__mla__3_v_lx8_8hpp.xhtml">kernels/sve_interleaved_fp32_mla_3VLx8.hpp</a>"</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> </div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="keyword">namespace </span><a class="code" href="namespacearm__gemm.xhtml">arm_gemm</a> {</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> </div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="preprocessor">#if defined(__aarch64__) && !defined(__ARM_FEATURE_SVE)</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="comment">// SGEMM implementations for AArch64 without SVE</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> </div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="comment">// Pretransposed GEMV</span></div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="keyword">class </span>GemmImpl_sgemm_gemv_pretransposed : <span class="keyword">public</span> GemmImplementation<float, float> {</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <span class="keywordtype">bool</span> is_supported(<span class="keyword">const</span> GemmArgs<float> &args)<span class="keyword"> override </span>{</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="keywordflow">return</span> (args._Msize==1 && args._alpha==1.0f && args._pretransposed_hint && args._nbatches==1);</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  }</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> </div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  UniqueGemmCommon<float, float> instantiate(<span class="keyword">const</span> GemmArgs<float> &args)<span class="keyword"> override </span>{</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  <span class="keywordflow">return</span> UniqueGemmCommon<float, float> (<span class="keyword">new</span> GemvPretransposed<sgemv_pretransposed, float, float>(args._ci, args._Nsize, args._Ksize, args._nmulti, args._trB, args._beta));</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  }</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> </div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  GemmImpl_sgemm_gemv_pretransposed() : GemmImplementation<float, float>(GemmMethod::GEMV_PRETRANSPOSED) { }</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> };</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> </div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> <span class="comment">// Native GEMV</span></div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> <span class="keyword">class </span>GemmImpl_sgemm_gemv_native_transposed : <span class="keyword">public</span> GemmImplementation<float, float> {</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keywordtype">bool</span> is_supported(<span class="keyword">const</span> GemmArgs<float> &args)<span class="keyword"> override </span>{</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <span class="keywordflow">return</span> (args._Msize==1 && args._alpha==1.0f && !args._trA && !args._trB && args._nbatches==1);</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  }</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> </div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  UniqueGemmCommon<float, float> instantiate(<span class="keyword">const</span> GemmArgs<float> &args)<span class="keyword"> override </span>{</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keywordflow">return</span> UniqueGemmCommon<float, float> (<span class="keyword">new</span> GemvNativeTransposed<sgemv_trans, float, float>(args._ci, args._Nsize, args._Ksize, args._nmulti, args._beta));</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  }</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span> </div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  GemmImpl_sgemm_gemv_native_transposed() : GemmImplementation<float, float>(GemmMethod::GEMV_NATIVE_TRANSPOSED) { }</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> };</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> </div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="comment">// Native GEMM</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> <span class="keyword">class </span>GemmImpl_sgemm_gemm_native : <span class="keyword">public</span> GemmImplementation<float, float> {</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <span class="keywordtype">bool</span> is_supported(<span class="keyword">const</span> GemmArgs<float> &args)<span class="keyword"> override </span>{</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="keywordflow">return</span> (args._Ksize>4 && (args._Nsize % 16)==0 && args._alpha==1.0f && !args._trA && !args._trB);</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  }</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span> </div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <span class="keywordtype">bool</span> is_recommended(<span class="keyword">const</span> GemmArgs<float> &args)<span class="keyword"> override </span>{</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keywordflow">return</span> ((args._Ksize <= 128) && (args._Nsize <= 128)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8));</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  }</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> </div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  UniqueGemmCommon<float, float> instantiate(<span class="keyword">const</span> GemmArgs<float> &args)<span class="keyword"> override </span>{</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="keywordflow">return</span> UniqueGemmCommon<float, float> (<span class="keyword">new</span> GemmNative<sgemm_native_16x4, float, float>(args._ci, args._Msize, args._Nsize, args._Ksize, args._nbatches, args._nmulti, args._beta));</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  }</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span> </div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  GemmImpl_sgemm_gemm_native() : GemmImplementation<float, float>(GemmMethod::GEMM_NATIVE) { }</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> };</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> <span class="preprocessor">#endif // __aarch64__</span></div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> </div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> <span class="comment">// Interleaved GEMM</span></div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> <span class="keyword">class </span>GemmImpl_sgemm_gemm_interleaved : <span class="keyword">public</span> GemmImplementation<float, float> {</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  UniqueGemmCommon<float, float> instantiate(<span class="keyword">const</span> GemmArgs<float> &args)<span class="keyword"> override </span>{</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span> <span class="preprocessor">#ifdef __ARM_FEATURE_SVE</span></div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="keywordflow">return</span> UniqueGemmCommon<float, float> (<span class="keyword">new</span> GemmInterleaved<interleaved_fp32_mla_3VLx8, float, float>(args));</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> <span class="preprocessor">#elif defined(__aarch64__)</span></div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="keywordflow">return</span> UniqueGemmCommon<float, float> (<span class="keyword">new</span> GemmInterleaved<sgemm_12x8, float, float>(args));</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span> <span class="preprocessor">#elif defined(__arm__)</span></div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <span class="keywordflow">return</span> UniqueGemmCommon<float, float> (<span class="keyword">new</span> GemmInterleaved<sgemm_8x6, float, float>(args));</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> <span class="preprocessor">#else</span></div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> <span class="preprocessor"># error Unknown Architecture.</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  }</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span> </div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  GemmImpl_sgemm_gemm_interleaved() : GemmImplementation<float, float>(GemmMethod::GEMM_INTERLEAVED) { }</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> };</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span> </div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> <span class="keyword">static</span> GemmImpl_gemv_batched<float, float> gemv_batched_impl{};</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> <span class="preprocessor">#if defined(__aarch64__) && !defined(__ARM_FEATURE_SVE)</span></div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span> <span class="keyword">static</span> GemmImpl_sgemm_gemv_pretransposed sgemm_gemv_pretransposed_impl{};</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> <span class="keyword">static</span> GemmImpl_sgemm_gemv_native_transposed sgemm_gemv_native_transposed_impl{};</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span> <span class="keyword">static</span> GemmImpl_sgemm_gemm_native sgemm_gemm_native_impl{};</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> <span class="keyword">static</span> GemmImpl_sgemm_gemm_interleaved sgemm_gemm_interleaved_impl{};</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> </div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span> <span class="comment">/* List of implementations (order matters) */</span></div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span> <span class="keyword">static</span> std::vector<GemmImplementation<float, float> *> SGemmMethods = {</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  &gemv_batched_impl,</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span> <span class="preprocessor">#if defined(__aarch64__) && !defined(__ARM_FEATURE_SVE)</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  &sgemm_gemv_pretransposed_impl,</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  &sgemm_gemv_native_transposed_impl,</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  &sgemm_gemm_native_impl,</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  &sgemm_gemm_interleaved_impl</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> };</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> </div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span> <span class="comment">/* Templated function to return this list. */</span></div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> <span class="keyword">template</span><></div><div class="line"><a name="l00132"></a><span class="lineno"><a class="line" href="namespacearm__gemm.xhtml#ad8f41ef4bb13f58bfa1df8459e627ddf"> 132</a></span> std::vector<GemmImplementation<float, float> *> &<a class="code" href="namespacearm__gemm.xhtml#ad8f41ef4bb13f58bfa1df8459e627ddf">gemm_implementation_list<float, float></a>() {</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <span class="keywordflow">return</span> SGemmMethods;</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span> }</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span> </div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> <span class="comment">/* Explicitly instantiate the external functions for these types. */</span></div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span> <span class="keyword">template</span> UniqueGemmCommon<float, float> <a class="code" href="namespacearm__gemm.xhtml#a498110205d154f98c95c59d65189e529">gemm<float, float></a>(GemmArgs<float> &args, GemmConfig *cfg);</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> <span class="keyword">template</span> GemmMethod <a class="code" href="namespacearm__gemm.xhtml#a54c087e90a95f5f0494ba8d332f5b6b5">get_gemm_method<float, float></a>(GemmArgs<float> &args);</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> <span class="keyword">template</span> <span class="keywordtype">bool</span> <a class="code" href="namespacearm__gemm.xhtml#a409b3529a2cd017beac811d67006a7da">method_is_compatible<float, float></a>(GemmMethod method, GemmArgs<float> &args);</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span> </div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> } <span class="comment">// namespace arm_gemm</span></div><div class="ttc" id="a64__sgemv__pretransposed_8hpp_xhtml"><div class="ttname"><a href="a64__sgemv__pretransposed_8hpp.xhtml">a64_sgemv_pretransposed.hpp</a></div></div>
+<a href="gemm__fp32_8cpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) 2017-2019 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * of this software and associated documentation files (the "Software"), to</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> * deal in the Software without restriction, including without limitation the</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> * furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#include "arm_gemm.hpp"</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#include "gemm_common.hpp"</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="preprocessor">#include "<a class="code" href="gemm__hybrid_8hpp.xhtml">gemm_hybrid.hpp</a>"</span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="preprocessor">#include "<a class="code" href="gemm__implementation_8hpp.xhtml">gemm_implementation.hpp</a>"</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#include "<a class="code" href="gemm__interleaved_8hpp.xhtml">gemm_interleaved.hpp</a>"</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#include "<a class="code" href="gemm__native_8hpp.xhtml">gemm_native.hpp</a>"</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#include "<a class="code" href="gemv__batched_8hpp.xhtml">gemv_batched.hpp</a>"</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include "<a class="code" href="gemv__native__transposed_8hpp.xhtml">gemv_native_transposed.hpp</a>"</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#include "<a class="code" href="gemv__pretransposed_8hpp.xhtml">gemv_pretransposed.hpp</a>"</span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> </div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#include "<a class="code" href="a32__sgemm__8x6_8hpp.xhtml">kernels/a32_sgemm_8x6.hpp</a>"</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include "<a class="code" href="a64__sgemm__12x8_8hpp.xhtml">kernels/a64_sgemm_12x8.hpp</a>"</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor">#include "<a class="code" href="a64__sgemm__native__16x4_8hpp.xhtml">kernels/a64_sgemm_native_16x4.hpp</a>"</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor">#include "<a class="code" href="a64__sgemm__native_a__pretranspose_b__16x4_8hpp.xhtml">kernels/a64_sgemm_nativeA_pretransposeB_16x4.hpp</a>"</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="preprocessor">#include "<a class="code" href="a64__sgemv__pretransposed_8hpp.xhtml">kernels/a64_sgemv_pretransposed.hpp</a>"</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="preprocessor">#include "<a class="code" href="a64__sgemv__trans_8hpp.xhtml">kernels/a64_sgemv_trans.hpp</a>"</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> </div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="preprocessor">#include "<a class="code" href="sve__hybrid__fp32__mla__4_v_lx4_8hpp.xhtml">kernels/sve_hybrid_fp32_mla_4VLx4.hpp</a>"</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="preprocessor">#include "<a class="code" href="sve__interleaved__fp32__mla__3_v_lx8_8hpp.xhtml">kernels/sve_interleaved_fp32_mla_3VLx8.hpp</a>"</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="preprocessor">#include "<a class="code" href="sve__native__fp32__mla__4_v_lx4_8hpp.xhtml">kernels/sve_native_fp32_mla_4VLx4.hpp</a>"</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="preprocessor">#include "<a class="code" href="sve__small_k__fp32__mla__1_v_lx4_8hpp.xhtml">kernels/sve_smallK_fp32_mla_1VLx4.hpp</a>"</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="preprocessor">#include "<a class="code" href="sve__small_k__hybrid__fp32__mla__1_v_lx4_8hpp.xhtml">kernels/sve_smallK_hybrid_fp32_mla_1VLx4.hpp</a>"</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> </div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="keyword">namespace </span><a class="code" href="namespacearm__gemm.xhtml">arm_gemm</a> {</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> </div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="keyword">static</span> <span class="keyword">const</span> GemmImplementation<float, float> gemm_fp32_methods[] =</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> {</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> {</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  GemmMethod::GEMV_BATCHED,</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  <span class="stringliteral">"gemv_batched"</span>,</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> (args._Msize==1) && (args._nbatches>1); },</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemvBatched<float, float>(args); }</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> },</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="preprocessor">#ifdef __aarch64__</span></div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> {</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  GemmMethod::GEMV_PRETRANSPOSED,</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="stringliteral">"sgemv_pretransposed"</span>,</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> (args._Msize==1 && args._alpha==1.0f && args._pretransposed_hint && args._nbatches==1); },</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemvPretransposed<sgemv_pretransposed, float, float>(args); }</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> },</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> {</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  GemmMethod::GEMV_NATIVE_TRANSPOSED,</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="stringliteral">"sgemv_trans"</span>,</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> (args._Msize==1 && args._alpha==1.0f && !args._trA && !args._trB && args._nbatches==1); },</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemvNativeTransposed<sgemv_trans, float, float>(args); }</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> },</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> </div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="preprocessor">#ifdef __ARM_FEATURE_SVE</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="comment">// SVE smallk / native / hybrid methods</span></div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> {</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  GemmMethod::GEMM_HYBRID,</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="stringliteral">"smallK_hybrid_fp32_mla_1VLx4"</span>,</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> (args._Ksize <= 24) && !args._trA && args._alpha==1.0f && args._pretransposed_hint; },</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybrid<smallK_hybrid_fp32_mla_1VLx4, float, float>(args); }</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> },</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> {</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  GemmMethod::GEMM_HYBRID,</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="stringliteral">"hybrid_fp32_mla_4VLx4"</span>,</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> (args._Ksize >= 4) && (args._alpha == 1.0f) && !args._trA && args._pretransposed_hint; },</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> ((args._Ksize <= 256) && (args._Nsize <= 256)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); },</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybrid<hybrid_fp32_mla_4VLx4, float, float>(args); }</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> },</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> {</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  GemmMethod::GEMM_NATIVE,</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="stringliteral">"smallK_fp32_mla_1VLx4"</span>,</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> (args._Ksize <= 24) && !args._trA && !args._trB && args._alpha==1.0f; },</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmNative<smallK_fp32_mla_1VLx4, float, float>(args); }</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span> },</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span> {</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  GemmMethod::GEMM_NATIVE,</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  <span class="stringliteral">"native_fp32_mla_4VLx4"</span>,</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> (args._Ksize>4 && args._alpha==1.0f && !args._trA && !args._trB); },</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> ((args._Ksize <= 128) && (args._Nsize <= 128)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); },</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmNative<native_fp32_mla_4VLx4, float, float>(args); }</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> },</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> <span class="preprocessor">#endif // __ARM_FEATURE_SVE</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> </div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span> <span class="comment">// NEON native / hybrid methods</span></div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span> {</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  GemmMethod::GEMM_HYBRID,</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  <span class="stringliteral">"sgemm_nativeA_pretransposeB_16x4"</span>,</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> (args._Ksize >= 4) && (args._alpha == 1.0f) && !args._trA && args._pretransposed_hint; },</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> ((args._Ksize <= 256) && (args._Nsize <= 256)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); },</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybrid<sgemm_nativeA_pretransposeB_16x4, float, float>(args); }</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span> },</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> {</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  GemmMethod::GEMM_NATIVE,</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <span class="stringliteral">"sgemm_native_16x4"</span>,</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> (args._Ksize>4 && (args._Nsize % 16)==0 && args._alpha==1.0f && !args._trA && !args._trB); },</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> ((args._Ksize <= 128) && (args._Nsize <= 128)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); },</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmNative<sgemm_native_16x4, float, float>(args); }</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span> },</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span> </div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span> <span class="preprocessor">#ifdef __ARM_FEATURE_SVE</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  {</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  GemmMethod::GEMM_INTERLEAVED,</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <span class="stringliteral">"interleaved_fp32_mla_3VLx8"</span>,</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> (args._Ksize>4); },</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmInterleaved<interleaved_fp32_mla_3VLx8, float, float>(args); }</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> },</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span> <span class="preprocessor">#endif // __ARM_FEATURE_SVE</span></div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> {</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  GemmMethod::GEMM_INTERLEAVED,</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <span class="stringliteral">"sgemm_12x8"</span>,</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmInterleaved<sgemm_12x8, float, float>(args); }</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span> },</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> <span class="preprocessor">#endif // __aarch64__</span></div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> </div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span> <span class="preprocessor">#ifdef __arm__</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  {</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  GemmMethod::GEMM_INTERLEAVED,</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="stringliteral">"sgemm_8x6"</span>,</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  [](<span class="keyword">const</span> GemmArgs<float> &args) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmInterleaved<sgemm_8x6, float, float>(args); }</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span> },</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span> <span class="preprocessor">#endif // __arm__</span></div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span> {</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  GemmMethod::DEFAULT,</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  <span class="stringliteral">""</span>,</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  <span class="keyword">nullptr</span></div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span> }</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span> };</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span> </div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span> <span class="comment">/* Templated function to return this list. */</span></div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span> <span class="keyword">template</span><></div><div class="line"><a name="l00160"></a><span class="lineno"><a class="line" href="namespacearm__gemm.xhtml#a60b1162856ab084a3588fc2d5fdec539"> 160</a></span> <span class="keyword">const</span> <a class="code" href="structarm__gemm_1_1_gemm_implementation.xhtml">GemmImplementation<float, float></a> *<a class="code" href="namespacearm__gemm.xhtml#a60b1162856ab084a3588fc2d5fdec539">gemm_implementation_list<float, float></a>() {</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <span class="keywordflow">return</span> gemm_fp32_methods;</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span> }</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span> </div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span> <span class="comment">/* Explicitly instantiate the external functions for these types. */</span></div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span> <span class="keyword">template</span> UniqueGemmCommon<float, float> <a class="code" href="namespacearm__gemm.xhtml#ad887120a5143bdeb8b661034f2a1089d">gemm<float, float></a>(<span class="keyword">const</span> GemmArgs<float> &args);</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span> <span class="keyword">template</span> KernelDescription <a class="code" href="namespacearm__gemm.xhtml#a2b318608a1cec6f3e8e97af9d98781e8">get_gemm_method<float, float></a>(<span class="keyword">const</span> GemmArgs<float> &args);</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span> <span class="keyword">template</span> <span class="keywordtype">bool</span> <a class="code" href="namespacearm__gemm.xhtml#a791d95ca13db6a0d41f12fc3e3e2c180">method_is_compatible<float, float></a>(GemmMethod method, <span class="keyword">const</span> GemmArgs<float> &args);</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span> <span class="keyword">template</span> std::vector<std::string> <a class="code" href="namespacearm__gemm.xhtml#ae0132f55c6d1d908e4537c628c17e004">get_compatible_kernels<float, float></a> (<span class="keyword">const</span> GemmArgs<float> &args);</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span> </div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span> } <span class="comment">// namespace arm_gemm</span></div><div class="ttc" id="a64__sgemv__pretransposed_8hpp_xhtml"><div class="ttname"><a href="a64__sgemv__pretransposed_8hpp.xhtml">a64_sgemv_pretransposed.hpp</a></div></div>
+<div class="ttc" id="sve__hybrid__fp32__mla__4_v_lx4_8hpp_xhtml"><div class="ttname"><a href="sve__hybrid__fp32__mla__4_v_lx4_8hpp.xhtml">sve_hybrid_fp32_mla_4VLx4.hpp</a></div></div>
<div class="ttc" id="gemm__interleaved_8hpp_xhtml"><div class="ttname"><a href="gemm__interleaved_8hpp.xhtml">gemm_interleaved.hpp</a></div></div>
+<div class="ttc" id="namespacearm__gemm_xhtml_a791d95ca13db6a0d41f12fc3e3e2c180"><div class="ttname"><a href="namespacearm__gemm.xhtml#a791d95ca13db6a0d41f12fc3e3e2c180">arm_gemm::method_is_compatible< float, float ></a></div><div class="ttdeci">template bool method_is_compatible< float, float >(GemmMethod method, const GemmArgs< float > &args)</div></div>
+<div class="ttc" id="namespacearm__gemm_xhtml_a2b318608a1cec6f3e8e97af9d98781e8"><div class="ttname"><a href="namespacearm__gemm.xhtml#a2b318608a1cec6f3e8e97af9d98781e8">arm_gemm::get_gemm_method< float, float ></a></div><div class="ttdeci">template KernelDescription get_gemm_method< float, float >(const GemmArgs< float > &args)</div></div>
<div class="ttc" id="sve__interleaved__fp32__mla__3_v_lx8_8hpp_xhtml"><div class="ttname"><a href="sve__interleaved__fp32__mla__3_v_lx8_8hpp.xhtml">sve_interleaved_fp32_mla_3VLx8.hpp</a></div></div>
<div class="ttc" id="gemm__implementation_8hpp_xhtml"><div class="ttname"><a href="gemm__implementation_8hpp.xhtml">gemm_implementation.hpp</a></div></div>
-<div class="ttc" id="namespacearm__gemm_xhtml_a54c087e90a95f5f0494ba8d332f5b6b5"><div class="ttname"><a href="namespacearm__gemm.xhtml#a54c087e90a95f5f0494ba8d332f5b6b5">arm_gemm::get_gemm_method< float, float ></a></div><div class="ttdeci">template GemmMethod get_gemm_method< float, float >(GemmArgs< float > &args)</div></div>
<div class="ttc" id="a64__sgemm__12x8_8hpp_xhtml"><div class="ttname"><a href="a64__sgemm__12x8_8hpp.xhtml">a64_sgemm_12x8.hpp</a></div></div>
-<div class="ttc" id="namespacearm__gemm_xhtml_a498110205d154f98c95c59d65189e529"><div class="ttname"><a href="namespacearm__gemm.xhtml#a498110205d154f98c95c59d65189e529">arm_gemm::gemm< float, float ></a></div><div class="ttdeci">template UniqueGemmCommon< float, float > gemm< float, float >(GemmArgs< float > &args, GemmConfig *cfg)</div></div>
+<div class="ttc" id="namespacearm__gemm_xhtml_a60b1162856ab084a3588fc2d5fdec539"><div class="ttname"><a href="namespacearm__gemm.xhtml#a60b1162856ab084a3588fc2d5fdec539">arm_gemm::gemm_implementation_list< float, float ></a></div><div class="ttdeci">const GemmImplementation< float, float > * gemm_implementation_list< float, float >()</div><div class="ttdef"><b>Definition:</b> <a href="gemm__fp32_8cpp_source.xhtml#l00160">gemm_fp32.cpp:160</a></div></div>
<div class="ttc" id="a64__sgemv__trans_8hpp_xhtml"><div class="ttname"><a href="a64__sgemv__trans_8hpp.xhtml">a64_sgemv_trans.hpp</a></div></div>
+<div class="ttc" id="sve__small_k__fp32__mla__1_v_lx4_8hpp_xhtml"><div class="ttname"><a href="sve__small_k__fp32__mla__1_v_lx4_8hpp.xhtml">sve_smallK_fp32_mla_1VLx4.hpp</a></div></div>
+<div class="ttc" id="namespacearm__gemm_xhtml_ad887120a5143bdeb8b661034f2a1089d"><div class="ttname"><a href="namespacearm__gemm.xhtml#ad887120a5143bdeb8b661034f2a1089d">arm_gemm::gemm< float, float ></a></div><div class="ttdeci">template UniqueGemmCommon< float, float > gemm< float, float >(const GemmArgs< float > &args)</div></div>
<div class="ttc" id="gemm__native_8hpp_xhtml"><div class="ttname"><a href="gemm__native_8hpp.xhtml">gemm_native.hpp</a></div></div>
<div class="ttc" id="namespacearm__gemm_xhtml"><div class="ttname"><a href="namespacearm__gemm.xhtml">arm_gemm</a></div><div class="ttdef"><b>Definition:</b> <a href="buffer__manager_8hpp_source.xhtml#l00041">buffer_manager.hpp:41</a></div></div>
-<div class="ttc" id="namespacearm__gemm_xhtml_a409b3529a2cd017beac811d67006a7da"><div class="ttname"><a href="namespacearm__gemm.xhtml#a409b3529a2cd017beac811d67006a7da">arm_gemm::method_is_compatible< float, float ></a></div><div class="ttdeci">template bool method_is_compatible< float, float >(GemmMethod method, GemmArgs< float > &args)</div></div>
+<div class="ttc" id="a64__sgemm__native_a__pretranspose_b__16x4_8hpp_xhtml"><div class="ttname"><a href="a64__sgemm__native_a__pretranspose_b__16x4_8hpp.xhtml">a64_sgemm_nativeA_pretransposeB_16x4.hpp</a></div></div>
<div class="ttc" id="a64__sgemm__native__16x4_8hpp_xhtml"><div class="ttname"><a href="a64__sgemm__native__16x4_8hpp.xhtml">a64_sgemm_native_16x4.hpp</a></div></div>
+<div class="ttc" id="sve__native__fp32__mla__4_v_lx4_8hpp_xhtml"><div class="ttname"><a href="sve__native__fp32__mla__4_v_lx4_8hpp.xhtml">sve_native_fp32_mla_4VLx4.hpp</a></div></div>
<div class="ttc" id="gemv__pretransposed_8hpp_xhtml"><div class="ttname"><a href="gemv__pretransposed_8hpp.xhtml">gemv_pretransposed.hpp</a></div></div>
+<div class="ttc" id="structarm__gemm_1_1_gemm_implementation_xhtml"><div class="ttname"><a href="structarm__gemm_1_1_gemm_implementation.xhtml">arm_gemm::GemmImplementation</a></div><div class="ttdef"><b>Definition:</b> <a href="gemm__implementation_8hpp_source.xhtml#l00032">gemm_implementation.hpp:32</a></div></div>
+<div class="ttc" id="namespacearm__gemm_xhtml_ae0132f55c6d1d908e4537c628c17e004"><div class="ttname"><a href="namespacearm__gemm.xhtml#ae0132f55c6d1d908e4537c628c17e004">arm_gemm::get_compatible_kernels< float, float ></a></div><div class="ttdeci">template std::vector< std::string > get_compatible_kernels< float, float >(const GemmArgs< float > &args)</div></div>
+<div class="ttc" id="sve__small_k__hybrid__fp32__mla__1_v_lx4_8hpp_xhtml"><div class="ttname"><a href="sve__small_k__hybrid__fp32__mla__1_v_lx4_8hpp.xhtml">sve_smallK_hybrid_fp32_mla_1VLx4.hpp</a></div></div>
<div class="ttc" id="a32__sgemm__8x6_8hpp_xhtml"><div class="ttname"><a href="a32__sgemm__8x6_8hpp.xhtml">a32_sgemm_8x6.hpp</a></div></div>
-<div class="ttc" id="namespacearm__gemm_xhtml_ad8f41ef4bb13f58bfa1df8459e627ddf"><div class="ttname"><a href="namespacearm__gemm.xhtml#ad8f41ef4bb13f58bfa1df8459e627ddf">arm_gemm::gemm_implementation_list< float, float ></a></div><div class="ttdeci">std::vector< GemmImplementation< float, float > * > & gemm_implementation_list< float, float >()</div><div class="ttdef"><b>Definition:</b> <a href="gemm__fp32_8cpp_source.xhtml#l00132">gemm_fp32.cpp:132</a></div></div>
<div class="ttc" id="gemv__batched_8hpp_xhtml"><div class="ttname"><a href="gemv__batched_8hpp.xhtml">gemv_batched.hpp</a></div></div>
<div class="ttc" id="gemv__native__transposed_8hpp_xhtml"><div class="ttname"><a href="gemv__native__transposed_8hpp.xhtml">gemv_native_transposed.hpp</a></div></div>
+<div class="ttc" id="gemm__hybrid_8hpp_xhtml"><div class="ttname"><a href="gemm__hybrid_8hpp.xhtml">gemm_hybrid.hpp</a></div></div>
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