arm_compute v19.11
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<img alt="Compute Library" src="https://raw.githubusercontent.com/ARM-software/ComputeLibrary/gh-pages/ACL_logo.png" style="max-width: 100%;margin-top: 15px;margin-left: 10px"/>
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-  <span id="projectnumber">19.08</span>
+  <span id="projectnumber">19.11</span>
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@@ -100,7 +100,8 @@
<div class="title">gemm_quint8.cpp</div> </div>
</div><!--header-->
<div class="contents">
-<a href="gemm__quint8_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) 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">#ifdef __aarch64__</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> </div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="preprocessor">#include "arm_gemm.hpp"</span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> </div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#include "<a class="code" href="a64__hybrid__u8u32__dot__16x4_8hpp.xhtml">kernels/a64_hybrid_u8u32_dot_16x4.hpp</a>"</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#include "<a class="code" href="a64__small_k__hybrid__u8u32__dot__4x6_8hpp.xhtml">kernels/a64_smallK_hybrid_u8u32_dot_4x6.hpp</a>"</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#include "<a class="code" href="a64__small_k__hybrid__u8u32__dot__4x8_8hpp.xhtml">kernels/a64_smallK_hybrid_u8u32_dot_4x8.hpp</a>"</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include "<a class="code" href="sve__hybrid__u8u32__dot__4_v_lx4_8hpp.xhtml">kernels/sve_hybrid_u8u32_dot_4VLx4.hpp</a>"</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#include "<a class="code" href="sve__small_k__hybrid__u8u32__dot__1_v_lx8_8hpp.xhtml">kernels/sve_smallK_hybrid_u8u32_dot_1VLx8.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="gemm__hybrid__quantized_8hpp.xhtml">gemm_hybrid_quantized.hpp</a>"</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include "<a class="code" href="quantize__wrapper_8hpp.xhtml">quantize_wrapper.hpp</a>"</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> </div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="keyword">namespace </span><a class="code" href="namespacearm__gemm.xhtml">arm_gemm</a> {</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="keyword">static</span> <span class="keyword">const</span> GemmImplementation<uint8_t, uint8_t, ARequantizeLayer32> gemm_quint8_methods[] =</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">#ifdef __ARM_FEATURE_SVE</span></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>  GemmMethod::GEMM_HYBRID_QUANTIZED,</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="stringliteral">"smallK_hybrid_u8u32_dot_1VLx8"</span>,</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> args._Ksize<=64 && args._alpha==1 && args._beta==0 && !args._trA && args._pretransposed_hint; },</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &qp) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybridQuantized<smallK_hybrid_u8u32_dot_1VLx8, uint8_t, uint8_t>(args, qp); }</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> {</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  GemmMethod::GEMM_HYBRID_QUANTIZED,</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="stringliteral">"hybrid_u8u32_dot_4VLx4"</span>,</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> args._Ksize>=16 && args._alpha==1 && !args._trA && !args._trB && args._pretransposed_hint; },</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &) { <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="l00054"></a><span class="lineno"> 54</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &qp) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybridQuantized<hybrid_u8u32_dot_4VLx4, uint8_t, uint8_t>(args, qp); }</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> <span class="preprocessor">#endif</span></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>  GemmMethod::GEMM_HYBRID_QUANTIZED,</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="stringliteral">"smallK_hybrid_u8u32_dot_4x8"</span>,</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> args._ci->has_dotprod() && (args._Nsize % 4 == 0) && (args._Ksize<=32) && args._alpha==1 && args._beta==0 && !args._trA && args._pretransposed_hint; },</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &qp) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybridQuantized<smallK_hybrid_u8u32_dot_4x8, uint8_t, uint8_t>(args, qp); }</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> },</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> {</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  GemmMethod::GEMM_HYBRID_QUANTIZED,</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <span class="stringliteral">"smallK_hybrid_u8u32_dot_4x6"</span>,</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> args._ci->has_dotprod() && (args._Nsize % 4 == 0) && (args._Ksize>32) && (args._Ksize<=64) && args._alpha==1 && args._beta==0 && !args._trA && args._pretransposed_hint; },</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &qp) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybridQuantized<smallK_hybrid_u8u32_dot_4x6, uint8_t, uint8_t>(args, qp); }</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> {</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  GemmMethod::GEMM_HYBRID_QUANTIZED,</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="stringliteral">"hybrid_u8u32_dot_16x4"</span>,</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> args._ci->has_dotprod() && args._Ksize>=16 && !args._trA && !args._trB && args._pretransposed_hint; },</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> args._Nsize<=256 && args._Ksize>128; },</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &qp) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybridQuantized<hybrid_u8u32_dot_16x4, uint8_t, uint8_t>(args, qp); }</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span> },</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> {</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  GemmMethod::QUANTIZE_WRAPPER,</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="stringliteral">"quantized_wrapper"</span>,</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  [](<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &qp) { <span class="keywordflow">return</span> <span class="keyword">new</span> QuantizeWrapper<uint8_t, uint8_t, uint32_t>(args, qp); }</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> {</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  GemmMethod::DEFAULT,</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="stringliteral">""</span>,</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <span class="keyword">nullptr</span></div><div class="line"><a name="l00091"></a><span class="lineno"> 91</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> </div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> <span class="keyword">template</span><></div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> <span class="keyword">const</span> GemmImplementation<uint8_t, uint8_t, ARequantizeLayer32> *gemm_implementation_list<uint8_t, uint8_t, ARequantizeLayer32>() {</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <span class="keywordflow">return</span> gemm_quint8_methods;</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> </div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> <span class="keyword">template</span> UniqueGemmCommon<uint8_t, uint8_t> gemm<uint8_t, uint8_t, ARequantizeLayer32>(<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &os);</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span> <span class="keyword">template</span> KernelDescription get_gemm_method<uint8_t, uint8_t, ARequantizeLayer32>(<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &os);</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span> <span class="keyword">template</span> std::vector<KernelDescription> get_compatible_kernels<uint8_t, uint8_t, ARequantizeLayer32>(<span class="keyword">const</span> GemmArgs<uint8_t> &args, <span class="keyword">const</span> ARequantizeLayer32 &os);</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> </div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> } <span class="comment">// namespace arm_gemm</span></div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> </div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> <span class="preprocessor">#endif // __aarch64__</span></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="barrier_8hpp_source.xhtml#l00030">barrier.hpp:30</a></div></div>
+<a href="gemm__quint8_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) 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">#ifdef __aarch64__</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> </div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="preprocessor">#include "arm_gemm.hpp"</span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> </div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#include "<a class="code" href="a64__hybrid__u8u32__dot__16x4_8hpp.xhtml">kernels/a64_hybrid_u8u32_dot_16x4.hpp</a>"</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#include "<a class="code" href="a64__small_k__hybrid__u8u32__dot__4x6_8hpp.xhtml">kernels/a64_smallK_hybrid_u8u32_dot_4x6.hpp</a>"</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#include "<a class="code" href="a64__small_k__hybrid__u8u32__dot__4x8_8hpp.xhtml">kernels/a64_smallK_hybrid_u8u32_dot_4x8.hpp</a>"</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include "<a class="code" href="sve__hybrid__u8u32__dot__4_v_lx4_8hpp.xhtml">kernels/sve_hybrid_u8u32_dot_4VLx4.hpp</a>"</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#include "<a class="code" href="sve__small_k__hybrid__u8u32__dot__1_v_lx8_8hpp.xhtml">kernels/sve_smallK_hybrid_u8u32_dot_1VLx8.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="gemm__hybrid__quantized_8hpp.xhtml">gemm_hybrid_quantized.hpp</a>"</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include "<a class="code" href="quantize__wrapper_8hpp.xhtml">quantize_wrapper.hpp</a>"</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> </div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="keyword">namespace </span><a class="code" href="namespacearm__gemm.xhtml">arm_gemm</a> {</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="keyword">static</span> <span class="keyword">const</span> GemmImplementation<uint8_t, uint8_t, ARequantizeLayer32> gemm_quint8_methods[] =</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">#ifdef __ARM_FEATURE_SVE</span></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>  GemmMethod::GEMM_HYBRID_QUANTIZED,</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="stringliteral">"smallK_hybrid_u8u32_dot_1VLx8"</span>,</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Ksize<=64 && !<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._trA && <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._pretransposed_hint; },</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &qp) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybridQuantized<smallK_hybrid_u8u32_dot_1VLx8, uint8_t, uint8_t>(<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, qp); }</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> {</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  GemmMethod::GEMM_HYBRID_QUANTIZED,</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="stringliteral">"hybrid_u8u32_dot_4VLx4"</span>,</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Ksize>=16 && !<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._trA && !<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._trB && <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._pretransposed_hint; },</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> ((<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Ksize <= 128) && (<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Nsize <= 128)) || ((<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._nmulti > 1) && ((<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Msize / <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._maxthreads) < 8)); },</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &qp) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybridQuantized<hybrid_u8u32_dot_4VLx4, uint8_t, uint8_t>(<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, qp); }</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> <span class="preprocessor">#endif</span></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>  GemmMethod::GEMM_HYBRID_QUANTIZED,</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="stringliteral">"smallK_hybrid_u8u32_dot_4x8"</span>,</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._ci->has_dotprod() && (<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Nsize % 4 == 0) && (<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Ksize<=32) && !<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._trA && <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._pretransposed_hint; },</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &qp) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybridQuantized<smallK_hybrid_u8u32_dot_4x8, uint8_t, uint8_t>(<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, qp); }</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> },</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> {</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  GemmMethod::GEMM_HYBRID_QUANTIZED,</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <span class="stringliteral">"smallK_hybrid_u8u32_dot_4x6"</span>,</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._ci->has_dotprod() && (<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Nsize % 4 == 0) && (<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Ksize>32) && (<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Ksize<=64) && !<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._trA && <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._pretransposed_hint; },</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &qp) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybridQuantized<smallK_hybrid_u8u32_dot_4x6, uint8_t, uint8_t>(<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, qp); }</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> {</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  GemmMethod::GEMM_HYBRID_QUANTIZED,</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="stringliteral">"hybrid_u8u32_dot_16x4"</span>,</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._ci->has_dotprod() && <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Ksize>=16 && !<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._trA && !<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._trB && <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._pretransposed_hint; },</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &) { <span class="keywordflow">return</span> <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Nsize<=256 && <a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>._Ksize>128; },</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &qp) { <span class="keywordflow">return</span> <span class="keyword">new</span> GemmHybridQuantized<hybrid_u8u32_dot_16x4, uint8_t, uint8_t>(<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, qp); }</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span> },</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> {</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  GemmMethod::QUANTIZE_WRAPPER,</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="stringliteral">"quantized_wrapper"</span>,</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  [](<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &qp) { <span class="keywordflow">return</span> <span class="keyword">new</span> QuantizeWrapper<uint8_t, uint8_t, uint32_t>(<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, qp); }</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> {</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  GemmMethod::DEFAULT,</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="stringliteral">""</span>,</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="keyword">nullptr</span>,</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <span class="keyword">nullptr</span></div><div class="line"><a name="l00091"></a><span class="lineno"> 91</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> </div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> <span class="keyword">template</span><></div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> <span class="keyword">const</span> GemmImplementation<uint8_t, uint8_t, ARequantizeLayer32> *gemm_implementation_list<uint8_t, uint8_t, ARequantizeLayer32>() {</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <span class="keywordflow">return</span> gemm_quint8_methods;</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> </div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> <span class="keyword">template</span> UniqueGemmCommon<uint8_t, uint8_t> gemm<uint8_t, uint8_t, ARequantizeLayer32>(<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &os);</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span> <span class="keyword">template</span> KernelDescription get_gemm_method<uint8_t, uint8_t, ARequantizeLayer32>(<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &os);</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span> <span class="keyword">template</span> std::vector<KernelDescription> get_compatible_kernels<uint8_t, uint8_t, ARequantizeLayer32>(<span class="keyword">const</span> GemmArgs &<a class="code" href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a>, <span class="keyword">const</span> ARequantizeLayer32 &os);</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> </div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> } <span class="comment">// namespace arm_gemm</span></div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> </div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> <span class="preprocessor">#endif // __aarch64__</span></div><div class="ttc" id="namespace_gemm_tuner_xhtml_a8187411843a6284ffb964ef3fb9fcab3"><div class="ttname"><a href="namespace_gemm_tuner.xhtml#a8187411843a6284ffb964ef3fb9fcab3">GemmTuner.args</a></div><div class="ttdeci">args</div><div class="ttdef"><b>Definition:</b> <a href="_gemm_tuner_8py_source.xhtml#l00555">GemmTuner.py:555</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="barrier_8hpp_source.xhtml#l00030">barrier.hpp:30</a></div></div>
<div class="ttc" id="sve__small_k__hybrid__u8u32__dot__1_v_lx8_8hpp_xhtml"><div class="ttname"><a href="sve__small_k__hybrid__u8u32__dot__1_v_lx8_8hpp.xhtml">sve_smallK_hybrid_u8u32_dot_1VLx8.hpp</a></div></div>
<div class="ttc" id="gemm__hybrid__quantized_8hpp_xhtml"><div class="ttname"><a href="gemm__hybrid__quantized_8hpp.xhtml">gemm_hybrid_quantized.hpp</a></div></div>
<div class="ttc" id="a64__small_k__hybrid__u8u32__dot__4x8_8hpp_xhtml"><div class="ttname"><a href="a64__small_k__hybrid__u8u32__dot__4x8_8hpp.xhtml">a64_smallK_hybrid_u8u32_dot_4x8.hpp</a></div></div>
@@ -114,7 +115,7 @@
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