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| <a href="cl__gemm_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">#ifndef ARM_COMPUTE_CL </span><span class="comment">/* Needed by Utils.cpp to handle OpenCL exceptions properly */</span><span class="preprocessor"></span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#error "This example needs to be built with -DARM_COMPUTE_CL"</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="preprocessor">#endif </span><span class="comment">/* ARM_COMPUTE_CL */</span><span class="preprocessor"></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="arm__compute_2core_2_types_8h.xhtml">arm_compute/core/Types.h</a>"</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#include "<a class="code" href="_asymm_helpers_8h.xhtml">arm_compute/core/utils/quantization/AsymmHelpers.h</a>"</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#include "<a class="code" href="_c_l_functions_8h.xhtml">arm_compute/runtime/CL/CLFunctions.h</a>"</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include "<a class="code" href="_c_l_scheduler_8h.xhtml">arm_compute/runtime/CL/CLScheduler.h</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="_assets_library_8h.xhtml">tests/AssetsLibrary.h</a>"</span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#include "<a class="code" href="_c_l_accessor_8h.xhtml">tests/CL/CLAccessor.h</a>"</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include "<a class="code" href="_globals_8h.xhtml">tests/Globals.h</a>"</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor">#include "<a class="code" href="_i_accessor_8h.xhtml">tests/IAccessor.h</a>"</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor">#include "<a class="code" href="_simple_tensor_8h.xhtml">tests/SimpleTensor.h</a>"</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="preprocessor">#include "<a class="code" href="_validation_8h.xhtml">tests/validation/Validation.h</a>"</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="preprocessor">#include "<a class="code" href="_g_e_m_m_8h.xhtml">tests/validation/reference/GEMM.h</a>"</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="preprocessor">#include "<a class="code" href="_g_e_m_m_lowp_8h.xhtml">tests/validation/reference/GEMMLowp.h</a>"</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> </div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="preprocessor">#include "<a class="code" href="utils_2_type_printer_8h.xhtml">utils/TypePrinter.h</a>"</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="preprocessor">#include "<a class="code" href="utils_2_utils_8h.xhtml">utils/Utils.h</a>"</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="preprocessor">#include "<a class="code" href="_command_line_options_8h.xhtml">utils/command_line/CommandLineOptions.h</a>"</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="preprocessor">#include "<a class="code" href="_command_line_parser_8h.xhtml">utils/command_line/CommandLineParser.h</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="preprocessor">#include "<a class="code" href="_validate_example_8h.xhtml">ValidateExample.h</a>"</span></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="preprocessor">#include <cstdlib></span></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> <span class="keyword">using namespace </span><a class="code" href="namespacearm__compute.xhtml">arm_compute</a>;</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="keyword">using namespace </span>utils;</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="keyword">using namespace </span><a class="code" href="namespacearm__compute_1_1test.xhtml">arm_compute::test</a>;</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> <span class="keyword">using namespace </span><a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml">arm_compute::test::validation</a>;</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> constexpr <span class="keywordtype">float</span> <a class="code" href="cl__gemm_8cpp.xhtml#a320923ca5107cdfc05823e2ad588ac59">abs_tolerance_f32</a>(0.0001f); <span class="comment">/**< F32 Absolute tolerance value for comparing reference's output against implementation's output for</span></div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> <span class="comment"> * floating point data types in case using relative tolerance fails because of small values */</span></div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_relative_tolerance.xhtml">RelativeTolerance<float></a> <a class="code" href="cl__gemm_8cpp.xhtml#ae7f215e412cfa0dae5a983b0bf4071a1">tolerance_f32</a>(0.001f); <span class="comment">/**< F32 Tolerance value for comparing reference's output against implementation's output for floating point data types */</span></div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_relative_tolerance.xhtml">RelativeTolerance<half_float::half></a> <a class="code" href="cl__gemm_8cpp.xhtml#a1a8821d598e02dce24cf1140da3539bb">tolerance_f16</a>(<a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a>(0.2)); <span class="comment">/**< F16 Tolerance value for comparing reference's output against implementation's output for floating point data types */</span></div><div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="cl__gemm_8cpp.xhtml#a2ce7d169d1cc3aeb960e3f3f9273e365"> 60</a></span> constexpr <span class="keywordtype">float</span> <a class="code" href="cl__gemm_8cpp.xhtml#a2ce7d169d1cc3aeb960e3f3f9273e365">tolerance_num_f16</a> = 0.02f; <span class="comment">/**< F16 Tolerance number */</span></div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> </div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> <span class="keyword">namespace </span><a class="code" href="namespacearm__compute.xhtml">arm_compute</a></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> <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> <a class="code" href="namespacearm__compute.xhtml#a64e6501d564e950c3d527fb6b1f36f28">data_type_from_name</a>(<span class="keyword">const</span> std::string &name)</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>  <span class="keyword">static</span> <span class="keyword">const</span> std::map<std::string, DataType> <a class="code" href="namespacearm__compute_1_1test_1_1benchmark.xhtml#aab9a2ff74a27ae837d32a79a38952228">data_types</a> =</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  {</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  { <span class="stringliteral">"f16"</span>, <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a> },</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  { <span class="stringliteral">"f32"</span>, <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">DataType::F32</a> },</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  { <span class="stringliteral">"qasymm8"</span>, <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">DataType::QASYMM8</a> },</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> </div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> <span class="preprocessor">#ifndef ARM_COMPUTE_EXCEPTIONS_DISABLED</span></div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keywordflow">try</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  {</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> <span class="preprocessor">#endif </span><span class="comment">/* ARM_COMPUTE_EXCEPTIONS_DISABLED */</span><span class="preprocessor"></span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1benchmark.xhtml#aab9a2ff74a27ae837d32a79a38952228">data_types</a>.at(<a class="code" href="namespacearm__compute_1_1utility.xhtml#abb96ad5c7071ec3a47ea5f07e817a636">utility::tolower</a>(name));</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> <span class="preprocessor">#ifndef ARM_COMPUTE_EXCEPTIONS_DISABLED</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="keywordflow">catch</span>(<span class="keyword">const</span> std::out_of_range &)</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>  <span class="keywordflow">throw</span> std::invalid_argument(name);</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> <span class="preprocessor">#endif </span><span class="comment">/* ARM_COMPUTE_EXCEPTIONS_DISABLED */</span><span class="preprocessor"></span></div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span> }</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> inline ::std::istream &<a class="code" href="namespacearm__compute_1_1utils.xhtml#a96696b615d35757e96ea6310297f8ba5">operator>></a>(::std::istream &stream, <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> &<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>)</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>  std::string value;</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  stream >> value;</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a> = <a class="code" href="namespacearm__compute.xhtml#a64e6501d564e950c3d527fb6b1f36f28">data_type_from_name</a>(value);</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="keywordflow">return</span> stream;</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> }</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> } <span class="comment">// namespace arm_compute</span></div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span> <span class="keyword">namespace</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> <span class="keyword">class </span>GEMMCommandLineOptions final</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> {</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <span class="keyword">explicit</span> GEMMCommandLineOptions(<a class="code" href="classarm__compute_1_1utils_1_1_command_line_parser.xhtml">CommandLineParser</a> &<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>) noexcept</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  : <a class="code" href="namespace_gemm_tuner.xhtml#a81ae9faedaa69e3e28e2960a0548df8d">help</a>(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_toggle_option.xhtml">ToggleOption</a>>(<span class="stringliteral">"help"</span>)),</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  add_bias(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_toggle_option.xhtml">ToggleOption</a>>(<span class="stringliteral">"add_bias"</span>)),</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  M(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption<int></a>>(<span class="stringliteral">"m"</span>, 7)),</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  N(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption<int></a>>(<span class="stringliteral">"n"</span>, 3)),</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  K(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption<int></a>>(<span class="stringliteral">"k"</span>, 5)),</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption<int></a>>(<span class="stringliteral">"b"</span>, 1)),</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3161c2c93c655dd30953372064ec627b">alpha</a>(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption<float></a>>(<span class="stringliteral">"alpha"</span>, 1.f)),</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  beta(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption<float></a>>(<span class="stringliteral">"beta"</span>, 0.f)),</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  offset_src0(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption<int></a>>(<span class="stringliteral">"offset_i0"</span>, 10)),</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  offset_src1(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption<int></a>>(<span class="stringliteral">"offset_i1"</span>, 10)),</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  offset_dst(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption<int></a>>(<span class="stringliteral">"offset_o"</span>, 10)),</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  scale_src0(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption<float></a>>(<span class="stringliteral">"scale_i0"</span>, 1.f / 255)),</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  scale_src1(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption<float></a>>(<span class="stringliteral">"scale_i1"</span>, 1.f / 255)),</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  scale_dst(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption<float></a>>(<span class="stringliteral">"scale_o"</span>, 1.f / 255)),</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>()</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  {</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <span class="comment">// Setup data type</span></div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <span class="keyword">const</span> std::set<arm_compute::DataType> supported_data_types</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>  <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a>,</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">DataType::F32</a>,</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">DataType::QASYMM8</a>,</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  };</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a> = <a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.add_option<<a class="code" href="classarm__compute_1_1utils_1_1_enum_option.xhtml">EnumOption<DataType></a>>(<span class="stringliteral">"type"</span>, supported_data_types, <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">DataType::F32</a>);</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span> </div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <span class="comment">// Setup help strings</span></div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <a class="code" href="namespace_gemm_tuner.xhtml#a81ae9faedaa69e3e28e2960a0548df8d">help</a>->set_help(<span class="stringliteral">"Show this help message"</span>);</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  add_bias->set_help(<span class="stringliteral">"Add bias to the GEMM. Used when running in QASYMM8"</span>);</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  M->set_help(<span class="stringliteral">"M value"</span>);</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  N->set_help(<span class="stringliteral">"N value"</span>);</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  K->set_help(<span class="stringliteral">"K value"</span>);</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>->set_help(<span class="stringliteral">"B value - number of batches"</span>);</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3161c2c93c655dd30953372064ec627b">alpha</a>->set_help(<span class="stringliteral">"Alpha value"</span>);</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  beta->set_help(<span class="stringliteral">"Beta value"</span>);</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  offset_src0->set_help(<span class="stringliteral">"Offset of first input. Used when running in QASYMM8"</span>);</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  offset_src1->set_help(<span class="stringliteral">"Offset of second input. Used when running in QASYMM8"</span>);</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  offset_dst->set_help(<span class="stringliteral">"Offset of output. Used when running in QASYMM8"</span>);</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  scale_src0->set_help(<span class="stringliteral">"Scale of first input. Used when running in QASYMM8"</span>);</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  scale_src1->set_help(<span class="stringliteral">"Scale of second input. Used when running in QASYMM8"</span>);</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  scale_dst->set_help(<span class="stringliteral">"Scale of output. Used when running in QASYMM8"</span>);</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>->set_help(<span class="stringliteral">"Data type to use"</span>);</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  }<span class="comment"></span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> <span class="comment"> /** Prevent instances of this class from being copied (As this class contains pointers) */</span></div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  GEMMCommandLineOptions(<span class="keyword">const</span> GEMMCommandLineOptions &) = <span class="keyword">delete</span>;<span class="comment"></span></div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> <span class="comment"> /** Prevent instances of this class from being copied (As this class contains pointers) */</span></div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  GEMMCommandLineOptions &operator=(<span class="keyword">const</span> GEMMCommandLineOptions &) = <span class="keyword">delete</span>;<span class="comment"></span></div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span> <span class="comment"> /** Allow instances of this class to be moved */</span></div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  GEMMCommandLineOptions(GEMMCommandLineOptions &&) noexcept(true) = <a class="code" href="namespace_gemm_tuner.xhtml#affb1327b18bf08a379d19eef89cf1ed1">default</a>;<span class="comment"></span></div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> <span class="comment"> /** Allow instances of this class to be moved */</span></div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  GEMMCommandLineOptions &operator=(GEMMCommandLineOptions &&) noexcept(true) = <a class="code" href="namespace_gemm_tuner.xhtml#affb1327b18bf08a379d19eef89cf1ed1">default</a>;<span class="comment"></span></div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span> <span class="comment"> /** Default destructor */</span></div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  ~GEMMCommandLineOptions() = <a class="code" href="namespace_gemm_tuner.xhtml#affb1327b18bf08a379d19eef89cf1ed1">default</a>;</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span> </div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span> public:</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <a class="code" href="classarm__compute_1_1utils_1_1_toggle_option.xhtml">ToggleOption</a> *<a class="code" href="namespace_gemm_tuner.xhtml#a81ae9faedaa69e3e28e2960a0548df8d">help</a>;</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  <a class="code" href="classarm__compute_1_1utils_1_1_toggle_option.xhtml">ToggleOption</a> *add_bias;</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  <a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption</a><<span class="keywordtype">int</span>> *M;</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  <a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption</a><<span class="keywordtype">int</span>> *N;</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption</a><<span class="keywordtype">int</span>> *K;</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption</a><<span class="keywordtype">int</span>> *B;</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  <a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption</a><<span class="keywordtype">float</span>> *<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3161c2c93c655dd30953372064ec627b">alpha</a>;</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption</a><<span class="keywordtype">float</span>> *beta;</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  <a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption</a><<span class="keywordtype">int</span>> *offset_src0;</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption</a><<span class="keywordtype">int</span>> *offset_src1;</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  <a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption</a><<span class="keywordtype">int</span>> *offset_dst;</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  <a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption</a><<span class="keywordtype">float</span>> *scale_src0;</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  <a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption</a><<span class="keywordtype">float</span>> *scale_src1;</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  <a class="code" href="classarm__compute_1_1utils_1_1_simple_option.xhtml">SimpleOption</a><<span class="keywordtype">float</span>> *scale_dst;</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  <a class="code" href="classarm__compute_1_1utils_1_1_enum_option.xhtml">EnumOption</a><<a class="code" href="namespacearm__compute.xhtml">arm_compute</a>::<a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>> *<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>;</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> };</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> } <span class="comment">// namespace</span></div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span> </div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span> class CLGEMMValidateExample : public <a class="code" href="classarm__compute_1_1utils_1_1_validate_example.xhtml">ValidateExample</a></div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> {</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  <span class="keywordtype">bool</span> do_setup(<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span> **argv)<span class="keyword"> override</span></div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  <a class="code" href="classarm__compute_1_1_c_l_scheduler.xhtml#a9b58d0eb9a2af8e6d7908695e1557d6c">CLScheduler::get</a>().<a class="code" href="classarm__compute_1_1_c_l_scheduler.xhtml#a46ecf9ef0fe80ba2ed35acfc29856b7d">default_init</a>();</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span> </div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  <span class="comment">// Parse options</span></div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  <a class="code" href="classarm__compute_1_1utils_1_1_command_line_parser.xhtml">CommandLineParser</a> <a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>;</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  GEMMCommandLineOptions gemm_options(<a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>);</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  <a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.parse(argc, argv);</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span> </div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  <span class="comment">// Print help</span></div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  <span class="keyword">const</span> <span class="keywordtype">bool</span> print_help = gemm_options.help->is_set() ? gemm_options.help->value() : <span class="keyword">false</span>;</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  <span class="keywordflow">if</span>(print_help)</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  {</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  <a class="code" href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a>.print_help(argv[0]);</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  }</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span> </div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  <span class="comment">// Consume parameters</span></div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  consume_params(gemm_options);</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>  print_parameters_internal();</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span> </div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  <span class="comment">// Calculate re-quantization parameters</span></div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>  <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a> == <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">DataType::QASYMM8</a>)</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>  {</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span>  <span class="keywordtype">float</span> multiplier = scale_src0 * scale_src1 / scale_dst;</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>  <a class="code" href="namespacearm__compute_1_1quantization.xhtml#aa7f38ca13336118049b3e1db4d9f4623">quantization::calculate_quantized_multiplier_less_than_one</a>(multiplier, &dst_multiplier, &dst_shift);</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  }</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span> </div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  <span class="comment">// Initialize GEMM inputs/outputs</span></div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  src0.allocator()->init(<a class="code" href="classarm__compute_1_1_tensor_info.xhtml">TensorInfo</a>(<a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(K, M, B), 1, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>));</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  src1.allocator()->init(<a class="code" href="classarm__compute_1_1_tensor_info.xhtml">TensorInfo</a>(<a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(N, K, B), 1, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>));</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  src2.allocator()->init(<a class="code" href="classarm__compute_1_1_tensor_info.xhtml">TensorInfo</a>(<a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(N, M, B), 1, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>));</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  <a class="code" href="namespacearm__compute_1_1utils.xhtml#a3ff90da00700526d89a0ee29f85fd804">init_sgemm_output</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a>, src0, src1, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>);</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span> </div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  <span class="comment">// Configure function</span></div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a> == <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">DataType::QASYMM8</a>)</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  {</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  src0.info()->set_quantization_info(<a class="code" href="classarm__compute_1_1_quantization_info.xhtml">QuantizationInfo</a>(scale_src0, offset_src0));</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  src1.info()->set_quantization_info(<a class="code" href="classarm__compute_1_1_quantization_info.xhtml">QuantizationInfo</a>(scale_src1, offset_src1));</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a>.<a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml#ad45f0c01a0713dfb6bd7232c7f396fc4">info</a>()-><a class="code" href="classarm__compute_1_1_tensor_info.xhtml#a78839e7861ba8ffed52ca55da2745761">set_quantization_info</a>(<a class="code" href="classarm__compute_1_1_quantization_info.xhtml">QuantizationInfo</a>(scale_dst, offset_dst));</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  biases.allocator()->init(<a class="code" href="classarm__compute_1_1_tensor_info.xhtml">TensorInfo</a>(<a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(N), 1, <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">DataType::S32</a>));</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  <a class="code" href="namespacearm__compute_1_1utils.xhtml#a3ff90da00700526d89a0ee29f85fd804">init_sgemm_output</a>(tmp_dst, src0, src1, <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">DataType::S32</a>);</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span> </div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  <span class="comment">// Configure GEMMlowp matrix multiply function</span></div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  mm_gemmlowp.configure(&src0, &src1, <span class="keyword">nullptr</span>, &tmp_dst);</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span> </div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  <span class="comment">// Configure GEMMlowp output stage</span></div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  mm_gemmlowp_output_stage.configure(&tmp_dst, add_bias ? &biases : <span class="keyword">nullptr</span>, &<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a>, dst_multiplier, dst_shift, offset_dst);</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  tmp_dst.allocator()->allocate();</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  biases.allocator()->allocate();</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(biases), 3);</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  }</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  {</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  <span class="comment">// Configure matrix multiply function</span></div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  mm_gemm.configure(&src0, &src1, &src2, &<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3161c2c93c655dd30953372064ec627b">alpha</a>, beta);</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  }</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span> </div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  <span class="comment">// Allocate all the tensors</span></div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  src0.allocator()->allocate();</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  src1.allocator()->allocate();</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a>.<a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml#a4083de30daebd6bdee6b35d9c8262108">allocator</a>()-><a class="code" href="classarm__compute_1_1_c_l_tensor_allocator.xhtml#a6e509c2a177b0b29e9e2369535094dee">allocate</a>();</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  src2.allocator()->allocate();</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span> </div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(src0), 0);</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(src1), 1);</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(src2), 2);</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span> </div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span>  }</div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span> </div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>  <span class="keywordtype">void</span> print_parameters_internal()</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  {</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>  std::cout << <span class="stringliteral">"Datatype : "</span> << <a class="code" href="namespacearm__compute.xhtml#a142b55a483cadf4e1068a1a09a55e8e9">string_from_data_type</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  std::cout << <span class="stringliteral">"M : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(M) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  std::cout << <span class="stringliteral">"N : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(N) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>  std::cout << <span class="stringliteral">"K : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(K) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>  std::cout << <span class="stringliteral">"B : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(B) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a> == <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">DataType::QASYMM8</a>)</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  {</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  std::cout << <span class="stringliteral">"Scale_Src0 : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(scale_src0) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>  std::cout << <span class="stringliteral">"Offset_Src0 : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(offset_src0) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>  std::cout << <span class="stringliteral">"Scale_Scr1 : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(scale_src1) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span>  std::cout << <span class="stringliteral">"Offset_Src1 : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(offset_src1) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>  std::cout << <span class="stringliteral">"Scale_Dst : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(scale_dst) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>  std::cout << <span class="stringliteral">"Offset_Dst : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(offset_dst) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>  std::cout << <span class="stringliteral">"Bias : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(add_bias) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>  }</div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span>  {</div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>  std::cout << <span class="stringliteral">"Alpha : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3161c2c93c655dd30953372064ec627b">alpha</a>) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span>  std::cout << <span class="stringliteral">"Beta : "</span> << <a class="code" href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">support::cpp11::to_string</a>(beta) << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span>  }</div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>  }</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span> </div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span>  <span class="keywordtype">void</span> do_validate()<span class="keyword"> override</span></div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span>  <span class="keywordflow">switch</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>)</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>  {</div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a>:</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  {</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<half></a> ref_src0 = { <a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(K, M, B), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>, 1 };</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<half></a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1314e5082ccbc5c77c154d3417533493">ref_src1</a> = { <a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(N, K, B), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>, 1 };</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<half></a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a32648f11269b827fefc288e4d60a3507">ref_src2</a> = { <a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(N, M, B), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>, 1 };</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span> </div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(ref_src0, 0);</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1314e5082ccbc5c77c154d3417533493">ref_src1</a>, 1);</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a32648f11269b827fefc288e4d60a3507">ref_src2</a>, 2);</div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span> </div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<half></a> ref_dst = reference::gemm<half>(ref_src0, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1314e5082ccbc5c77c154d3417533493">ref_src1</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a32648f11269b827fefc288e4d60a3507">ref_src2</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3161c2c93c655dd30953372064ec627b">alpha</a>, beta);</div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>  <a class="code" href="namespacearm__compute.xhtml#a4feaaa70771629f4b5dcf3b219c8b647">validate</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a>), ref_dst, <a class="code" href="cl__gemm_8cpp.xhtml#a1a8821d598e02dce24cf1140da3539bb">tolerance_f16</a>, <a class="code" href="cl__gemm_8cpp.xhtml#a2ce7d169d1cc3aeb960e3f3f9273e365">tolerance_num_f16</a>);</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  }</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">DataType::F32</a>:</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  {</div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<float></a> ref_src0 = { <a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(K, M, B), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>, 1 };</div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<float></a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1314e5082ccbc5c77c154d3417533493">ref_src1</a> = { <a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(N, K, B), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>, 1 };</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<float></a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a32648f11269b827fefc288e4d60a3507">ref_src2</a> = { <a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(N, M, B), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>, 1 };</div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span> </div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(ref_src0, 0);</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1314e5082ccbc5c77c154d3417533493">ref_src1</a>, 1);</div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a32648f11269b827fefc288e4d60a3507">ref_src2</a>, 2);</div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span> </div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<float></a> ref_dst = reference::gemm<float>(ref_src0, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1314e5082ccbc5c77c154d3417533493">ref_src1</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a32648f11269b827fefc288e4d60a3507">ref_src2</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3161c2c93c655dd30953372064ec627b">alpha</a>, beta);</div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span>  <a class="code" href="namespacearm__compute.xhtml#a4feaaa70771629f4b5dcf3b219c8b647">validate</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a>), ref_dst, <a class="code" href="cl__gemm_8cpp.xhtml#ae7f215e412cfa0dae5a983b0bf4071a1">tolerance_f32</a>, 0.f, <a class="code" href="cl__gemm_8cpp.xhtml#a320923ca5107cdfc05823e2ad588ac59">abs_tolerance_f32</a>);</div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  }</div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">DataType::QASYMM8</a>:</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>  {</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<uint8_t></a> ref_src0{ <a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(K, M, B), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>, 1 };</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<uint8_t></a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1314e5082ccbc5c77c154d3417533493">ref_src1</a>{ <a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(N, K, B), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>, 1 };</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<uint8_t></a> ref_dst;</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span> </div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  <span class="comment">// Fill reference</span></div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(ref_src0, 0);</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1314e5082ccbc5c77c154d3417533493">ref_src1</a>, 1);</div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span> </div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<int32_t></a> ref_tmp_dst = reference::gemmlowp_matrix_multiply_core<int32_t, uint8_t>(ref_src0, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1314e5082ccbc5c77c154d3417533493">ref_src1</a>, <a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(N, M, B), offset_src0, offset_src1);</div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span> </div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>  <span class="keyword">const</span> std::vector<int32_t> dst_multiplier_vec = { dst_multiplier };</div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  <span class="keyword">const</span> std::vector<int32_t> dst_shift_vec = { dst_shift };</div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span> </div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  <span class="keywordflow">if</span>(add_bias)</div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  {</div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>  <a class="code" href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">SimpleTensor<int32_t></a> biases{ <a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a>(N), <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">DataType::S32</a>, 1 };</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>  <span class="comment">// Fill bias</span></div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(biases, 3);</div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>  ref_dst = reference::gemmlowp_quantize_down_int32_to_uint8_scale_by_fixedpoint<int32_t>(ref_tmp_dst, biases, dst_multiplier_vec, dst_shift_vec, offset_dst);</div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span>  }</div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  {</div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  ref_dst = reference::gemmlowp_quantize_down_int32_to_uint8_scale_by_fixedpoint<int32_t>(ref_tmp_dst, dst_multiplier_vec, dst_shift_vec, offset_dst);</div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span>  }</div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span>  <a class="code" href="namespacearm__compute.xhtml#a4feaaa70771629f4b5dcf3b219c8b647">validate</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a>), ref_dst);</div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>  }</div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  <span class="keywordflow">default</span>:</div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>  }</div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span>  }</div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span>  <span class="keywordtype">void</span> do_run()<span class="keyword"> override</span></div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span>  <span class="comment">// Execute the function</span></div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span>  <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a> == <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">DataType::QASYMM8</a>)</div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>  {</div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span>  <span class="comment">// Run gemmlowp</span></div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>  mm_gemmlowp.run();</div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span>  <span class="comment">// Run output stage</span></div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span>  mm_gemmlowp_output_stage.run();</div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span>  }</div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span>  {</div><div class="line"><a name="l00349"></a><span class="lineno"> 349</span>  <span class="comment">// Run gemm</span></div><div class="line"><a name="l00350"></a><span class="lineno"> 350</span>  mm_gemm.run();</div><div class="line"><a name="l00351"></a><span class="lineno"> 351</span>  }</div><div class="line"><a name="l00352"></a><span class="lineno"> 352</span> </div><div class="line"><a name="l00353"></a><span class="lineno"> 353</span>  <span class="comment">// Make sure all the OpenCL jobs are done executing:</span></div><div class="line"><a name="l00354"></a><span class="lineno"> 354</span>  <a class="code" href="classarm__compute_1_1_c_l_scheduler.xhtml#a9b58d0eb9a2af8e6d7908695e1557d6c">CLScheduler::get</a>().<a class="code" href="classarm__compute_1_1_c_l_scheduler.xhtml#ad55f80ed3cd8b6c4f247763b747016af">sync</a>();</div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span>  }</div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span> </div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span> <span class="keyword">private</span>:</div><div class="line"><a name="l00358"></a><span class="lineno"> 358</span>  <span class="keyword">template</span> <<span class="keyword">typename</span> U></div><div class="line"><a name="l00359"></a><span class="lineno"> 359</span>  <span class="keywordtype">void</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">fill</a>(U &&tensor, <span class="keywordtype">int</span> i)</div><div class="line"><a name="l00360"></a><span class="lineno"> 360</span>  {</div><div class="line"><a name="l00361"></a><span class="lineno"> 361</span>  <span class="keywordflow">switch</span>(tensor.data_type())</div><div class="line"><a name="l00362"></a><span class="lineno"> 362</span>  {</div><div class="line"><a name="l00363"></a><span class="lineno"> 363</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a>:</div><div class="line"><a name="l00364"></a><span class="lineno"> 364</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">DataType::F32</a>:</div><div class="line"><a name="l00365"></a><span class="lineno"> 365</span>  {</div><div class="line"><a name="l00366"></a><span class="lineno"> 366</span>  std::uniform_real_distribution<> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a756aeab6b5c217b924c3cc70222c975d">distribution</a>(-1.0f, 1.0f);</div><div class="line"><a name="l00367"></a><span class="lineno"> 367</span>  <a class="code" href="namespacearm__compute_1_1test.xhtml#a71326f0909d77386e29b511e1990a11f">library</a>->fill(tensor, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a756aeab6b5c217b924c3cc70222c975d">distribution</a>, i);</div><div class="line"><a name="l00368"></a><span class="lineno"> 368</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00369"></a><span class="lineno"> 369</span>  }</div><div class="line"><a name="l00370"></a><span class="lineno"> 370</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">DataType::S32</a>:</div><div class="line"><a name="l00371"></a><span class="lineno"> 371</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">DataType::QASYMM8</a>:</div><div class="line"><a name="l00372"></a><span class="lineno"> 372</span>  {</div><div class="line"><a name="l00373"></a><span class="lineno"> 373</span>  std::uniform_int_distribution<> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a756aeab6b5c217b924c3cc70222c975d">distribution</a>(-6000, 6000);</div><div class="line"><a name="l00374"></a><span class="lineno"> 374</span>  <a class="code" href="namespacearm__compute_1_1test.xhtml#a71326f0909d77386e29b511e1990a11f">library</a>->fill(tensor, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a756aeab6b5c217b924c3cc70222c975d">distribution</a>, i);</div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span>  }</div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span>  <span class="keywordflow">default</span>:</div><div class="line"><a name="l00378"></a><span class="lineno"> 378</span>  <a class="code" href="namespacearm__compute_1_1test.xhtml#a71326f0909d77386e29b511e1990a11f">library</a>->fill_tensor_uniform(tensor, i);</div><div class="line"><a name="l00379"></a><span class="lineno"> 379</span>  }</div><div class="line"><a name="l00380"></a><span class="lineno"> 380</span>  }</div><div class="line"><a name="l00381"></a><span class="lineno"> 381</span> </div><div class="line"><a name="l00382"></a><span class="lineno"> 382</span>  <span class="keywordtype">void</span> consume_params(<span class="keyword">const</span> GEMMCommandLineOptions &opts)</div><div class="line"><a name="l00383"></a><span class="lineno"> 383</span>  {</div><div class="line"><a name="l00384"></a><span class="lineno"> 384</span>  <a class="code" href="_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(opts.M->value() <= 0);</div><div class="line"><a name="l00385"></a><span class="lineno"> 385</span>  <a class="code" href="_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(opts.N->value() <= 0);</div><div class="line"><a name="l00386"></a><span class="lineno"> 386</span>  <a class="code" href="_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(opts.K->value() <= 0);</div><div class="line"><a name="l00387"></a><span class="lineno"> 387</span>  <a class="code" href="_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(opts.B->value() <= 0);</div><div class="line"><a name="l00388"></a><span class="lineno"> 388</span>  M = opts.M->value();</div><div class="line"><a name="l00389"></a><span class="lineno"> 389</span>  N = opts.N->value();</div><div class="line"><a name="l00390"></a><span class="lineno"> 390</span>  K = opts.K->value();</div><div class="line"><a name="l00391"></a><span class="lineno"> 391</span>  <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a> = opts.B->value();</div><div class="line"><a name="l00392"></a><span class="lineno"> 392</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3161c2c93c655dd30953372064ec627b">alpha</a> = opts.alpha->value();</div><div class="line"><a name="l00393"></a><span class="lineno"> 393</span>  beta = opts.beta->value();</div><div class="line"><a name="l00394"></a><span class="lineno"> 394</span>  offset_src0 = opts.offset_src0->value();</div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span>  offset_src1 = opts.offset_src1->value();</div><div class="line"><a name="l00396"></a><span class="lineno"> 396</span>  offset_dst = opts.offset_dst->value();</div><div class="line"><a name="l00397"></a><span class="lineno"> 397</span>  scale_src0 = opts.scale_src0->value();</div><div class="line"><a name="l00398"></a><span class="lineno"> 398</span>  scale_src1 = opts.scale_src1->value();</div><div class="line"><a name="l00399"></a><span class="lineno"> 399</span>  scale_dst = opts.scale_dst->value();</div><div class="line"><a name="l00400"></a><span class="lineno"> 400</span>  add_bias = opts.add_bias->is_set() ? opts.add_bias->value() : <span class="keyword">true</span>;</div><div class="line"><a name="l00401"></a><span class="lineno"> 401</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a> = opts.data_type->value();</div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span>  }</div><div class="line"><a name="l00403"></a><span class="lineno"> 403</span> </div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span>  <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a> src0{}, src1{}, src2{}, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a>{};</div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span>  <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a> tmp_dst{}, biases{};</div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span> </div><div class="line"><a name="l00407"></a><span class="lineno"> 407</span>  <a class="code" href="classarm__compute_1_1_c_l_g_e_m_m.xhtml">CLGEMM</a> mm_gemm{};</div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span>  <a class="code" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_core.xhtml">CLGEMMLowpMatrixMultiplyCore</a> mm_gemmlowp{};</div><div class="line"><a name="l00409"></a><span class="lineno"> 409</span>  <a class="code" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_quantize_down_int32_to_uint8_scale_by_fixed_point.xhtml">CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPoint</a> mm_gemmlowp_output_stage{};</div><div class="line"><a name="l00410"></a><span class="lineno"> 410</span> </div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span>  <span class="keywordtype">size_t</span> M{ 7 }, N{ 3 }, K{ 5 }, <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>{ 1 };</div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span>  <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">data_type</a>{ <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">DataType::F32</a> };</div><div class="line"><a name="l00413"></a><span class="lineno"> 413</span>  <span class="keywordtype">float</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3161c2c93c655dd30953372064ec627b">alpha</a>{ 1.0 }, beta{ 0.0 };</div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span>  <span class="keywordtype">int</span> offset_src0{ 10 }, offset_src1{ 10 }, offset_dst{ 10 };</div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span>  <span class="keywordtype">float</span> scale_src0{ 1.0f / 255 }, scale_src1{ 1.0f / 255 }, scale_dst{ 1.0f / 255 };</div><div class="line"><a name="l00416"></a><span class="lineno"> 416</span>  int32_t dst_multiplier{ 0 }, dst_shift{ 0 };</div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span>  <span class="keywordtype">bool</span> add_bias{ <span class="keyword">true</span> };</div><div class="line"><a name="l00418"></a><span class="lineno"> 418</span> };</div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span> <span class="comment"></span></div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span> <span class="comment">/** Main program for gemm test</span></div><div class="line"><a name="l00421"></a><span class="lineno"> 421</span> <span class="comment"> *</span></div><div class="line"><a name="l00422"></a><span class="lineno"> 422</span> <span class="comment"> * @param[in] argc Number of arguments</span></div><div class="line"><a name="l00423"></a><span class="lineno"> 423</span> <span class="comment"> * @param[in] argv Arguments</span></div><div class="line"><a name="l00424"></a><span class="lineno"> 424</span> <span class="comment"> *</span></div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span> <span class="comment"> */</span></div><div class="line"><a name="l00426"></a><span class="lineno"><a class="line" href="cl__gemm_8cpp.xhtml#a3c04138a5bfe5d72780bb7e82a18e627"> 426</a></span> <span class="keywordtype">int</span> <a class="code" href="cl__gemm_8cpp.xhtml#a3c04138a5bfe5d72780bb7e82a18e627">main</a>(<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span> **argv)</div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span> {</div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span>  <span class="keywordflow">return</span> utils::run_example<CLGEMMValidateExample>(argc, argv);</div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span> }</div><div class="ttc" id="_i_accessor_8h_xhtml"><div class="ttname"><a href="_i_accessor_8h.xhtml">IAccessor.h</a></div></div> |
| <div class="ttc" id="_g_e_m_m_8h_xhtml"><div class="ttname"><a href="_g_e_m_m_8h.xhtml">GEMM.h</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1test_1_1benchmark_xhtml_aab9a2ff74a27ae837d32a79a38952228"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1benchmark.xhtml#aab9a2ff74a27ae837d32a79a38952228">arm_compute::test::benchmark::data_types</a></div><div class="ttdeci">const auto data_types</div><div class="ttdef"><b>Definition:</b> <a href="benchmark_2_c_l_2_depthwise_convolution_layer_8cpp_source.xhtml#l00042">DepthwiseConvolutionLayer.cpp:42</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_tensor_shape_xhtml"><div class="ttname"><a href="classarm__compute_1_1_tensor_shape.xhtml">arm_compute::TensorShape</a></div><div class="ttdoc">Shape of a tensor.</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_shape_8h_source.xhtml#l00039">TensorShape.h:39</a></div></div> |
| <div class="ttc" id="cl__gemm_8cpp_xhtml_ae7f215e412cfa0dae5a983b0bf4071a1"><div class="ttname"><a href="cl__gemm_8cpp.xhtml#ae7f215e412cfa0dae5a983b0bf4071a1">tolerance_f32</a></div><div class="ttdeci">RelativeTolerance< float > tolerance_f32(0.001f)</div><div class="ttdoc">F32 Tolerance value for comparing reference's output against implementation's output for floating poi...</div></div> |
| <div class="ttc" id="namespacearm__compute_1_1test_xhtml"><div class="ttname"><a href="namespacearm__compute_1_1test.xhtml">arm_compute::test</a></div><div class="ttdef"><b>Definition:</b> <a href="02__tests_8dox_source.xhtml#l00026">02_tests.dox:26</a></div></div> |
| <div class="ttc" id="cl__gemm_8cpp_xhtml_a2ce7d169d1cc3aeb960e3f3f9273e365"><div class="ttname"><a href="cl__gemm_8cpp.xhtml#a2ce7d169d1cc3aeb960e3f3f9273e365">tolerance_num_f16</a></div><div class="ttdeci">constexpr float tolerance_num_f16</div><div class="ttdoc">F16 Tolerance number.</div><div class="ttdef"><b>Definition:</b> <a href="cl__gemm_8cpp_source.xhtml#l00060">cl_gemm.cpp:60</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_c_l_tensor_xhtml_ad45f0c01a0713dfb6bd7232c7f396fc4"><div class="ttname"><a href="classarm__compute_1_1_c_l_tensor.xhtml#ad45f0c01a0713dfb6bd7232c7f396fc4">arm_compute::CLTensor::info</a></div><div class="ttdeci">TensorInfo * info() const override</div><div class="ttdoc">Interface to be implemented by the child class to return the tensor's metadata.</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_tensor_8cpp_source.xhtml#l00041">CLTensor.cpp:41</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_c_l_scheduler_xhtml_a9b58d0eb9a2af8e6d7908695e1557d6c"><div class="ttname"><a href="classarm__compute_1_1_c_l_scheduler.xhtml#a9b58d0eb9a2af8e6d7908695e1557d6c">arm_compute::CLScheduler::get</a></div><div class="ttdeci">static CLScheduler & get()</div><div class="ttdoc">Access the scheduler singleton.</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_scheduler_8cpp_source.xhtml#l00099">CLScheduler.cpp:99</a></div></div> |
| <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel.</div></div> |
| <div class="ttc" id="utils_2_utils_8h_xhtml"><div class="ttname"><a href="utils_2_utils_8h.xhtml">Utils.h</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1support_1_1cpp11_xhtml_acc5dddee1cbe93a4eaf0a9f74ee96bb7"><div class="ttname"><a href="namespacearm__compute_1_1support_1_1cpp11.xhtml#acc5dddee1cbe93a4eaf0a9f74ee96bb7">arm_compute::support::cpp11::to_string</a></div><div class="ttdeci">std::string to_string(T &&value)</div><div class="ttdoc">Convert integer and float values to string.</div><div class="ttdef"><b>Definition:</b> <a href="_toolchain_support_8h_source.xhtml#l00272">ToolchainSupport.h:272</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1utils_1_1_toggle_option_xhtml"><div class="ttname"><a href="classarm__compute_1_1utils_1_1_toggle_option.xhtml">arm_compute::utils::ToggleOption</a></div><div class="ttdoc">Implementation of an option that can be either true or false.</div><div class="ttdef"><b>Definition:</b> <a href="_toggle_option_8h_source.xhtml#l00036">ToggleOption.h:36</a></div></div> |
| <div class="ttc" id="cl__gemm_8cpp_xhtml_a3c04138a5bfe5d72780bb7e82a18e627"><div class="ttname"><a href="cl__gemm_8cpp.xhtml#a3c04138a5bfe5d72780bb7e82a18e627">main</a></div><div class="ttdeci">int main(int argc, char **argv)</div><div class="ttdoc">Main program for gemm test.</div><div class="ttdef"><b>Definition:</b> <a href="cl__gemm_8cpp_source.xhtml#l00426">cl_gemm.cpp:426</a></div></div> |
| <div class="ttc" id="_command_line_parser_8h_xhtml"><div class="ttname"><a href="_command_line_parser_8h.xhtml">CommandLineParser.h</a></div></div> |
| <div class="ttc" id="namespace_gemm_tuner_xhtml_a81ae9faedaa69e3e28e2960a0548df8d"><div class="ttname"><a href="namespace_gemm_tuner.xhtml#a81ae9faedaa69e3e28e2960a0548df8d">GemmTuner.help</a></div><div class="ttdeci">help</div><div class="ttdef"><b>Definition:</b> <a href="_gemm_tuner_8py_source.xhtml#l00528">GemmTuner.py:528</a></div></div> |
| <div class="ttc" id="namespacearm__compute_xhtml_a73e2825fd61d349c5ca2f5313e3c8ea1"><div class="ttname"><a href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">arm_compute::half</a></div><div class="ttdeci">half_float::half half</div><div class="ttdoc">16-bit floating point type</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00044">Types.h:44</a></div></div> |
| <div class="ttc" id="namespacearm__compute_xhtml_ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda"><div class="ttname"><a href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">arm_compute::Format::F32</a></div><div class="ttdoc">1 channel, 1 F32 per channel</div></div> |
| <div class="ttc" id="_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown.</div><div class="ttdef"><b>Definition:</b> <a href="_error_8h_source.xhtml#l00466">Error.h:466</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1utils_1_1_validate_example_xhtml"><div class="ttname"><a href="classarm__compute_1_1utils_1_1_validate_example.xhtml">arm_compute::utils::ValidateExample</a></div><div class="ttdoc">Abstract ValidateExample class.</div><div class="ttdef"><b>Definition:</b> <a href="_validate_example_8h_source.xhtml#l00043">ValidateExample.h:43</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_c_l_tensor_xhtml_a4083de30daebd6bdee6b35d9c8262108"><div class="ttname"><a href="classarm__compute_1_1_c_l_tensor.xhtml#a4083de30daebd6bdee6b35d9c8262108">arm_compute::CLTensor::allocator</a></div><div class="ttdeci">CLTensorAllocator * allocator()</div><div class="ttdoc">Return a pointer to the tensor's allocator.</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_tensor_8cpp_source.xhtml#l00061">CLTensor.cpp:61</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1utils_1_1_command_line_parser_xhtml"><div class="ttname"><a href="classarm__compute_1_1utils_1_1_command_line_parser.xhtml">arm_compute::utils::CommandLineParser</a></div><div class="ttdoc">Class to parse command line arguments.</div><div class="ttdef"><b>Definition:</b> <a href="_command_line_parser_8h_source.xhtml#l00044">CommandLineParser.h:44</a></div></div> |
| <div class="ttc" id="_c_l_accessor_8h_xhtml"><div class="ttname"><a href="_c_l_accessor_8h.xhtml">CLAccessor.h</a></div></div> |
| <div class="ttc" id="namespacearm__compute_xhtml"><div class="ttname"><a href="namespacearm__compute.xhtml">arm_compute</a></div><div class="ttdoc">Copyright (c) 2017-2019 ARM Limited.</div><div class="ttdef"><b>Definition:</b> <a href="00__introduction_8dox_source.xhtml#l00024">00_introduction.dox:24</a></div></div> |
| <div class="ttc" id="namespacearm__compute_xhtml_ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94"><div class="ttname"><a href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">arm_compute::Format::F16</a></div><div class="ttdoc">1 channel, 1 F16 per channel</div></div> |
| <div class="ttc" id="classarm__compute_1_1_tensor_info_xhtml_a78839e7861ba8ffed52ca55da2745761"><div class="ttname"><a href="classarm__compute_1_1_tensor_info.xhtml#a78839e7861ba8ffed52ca55da2745761">arm_compute::TensorInfo::set_quantization_info</a></div><div class="ttdeci">ITensorInfo & set_quantization_info(const QuantizationInfo &quantization_info) override</div><div class="ttdoc">Set the quantization settings (scale and offset) of the tensor.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_tensor_info_8cpp_source.xhtml#l00372">TensorInfo.cpp:372</a></div></div> |
| <div class="ttc" id="_simple_tensor_8h_xhtml"><div class="ttname"><a href="_simple_tensor_8h.xhtml">SimpleTensor.h</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a1314e5082ccbc5c77c154d3417533493"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a1314e5082ccbc5c77c154d3417533493">arm_compute::test::validation::ref_src1</a></div><div class="ttdeci">abs_diff configure & ref_src1</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_absolute_difference_8cpp_source.xhtml#l00106">AbsoluteDifference.cpp:106</a></div></div> |
| <div class="ttc" id="namespacearm__compute_xhtml_ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c"><div class="ttname"><a href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">arm_compute::Format::S32</a></div><div class="ttdoc">1 channel, 1 S32 per channel</div></div> |
| <div class="ttc" id="_validate_example_8h_xhtml"><div class="ttname"><a href="_validate_example_8h.xhtml">ValidateExample.h</a></div></div> |
| <div class="ttc" id="_c_l_scheduler_8h_xhtml"><div class="ttname"><a href="_c_l_scheduler_8h.xhtml">CLScheduler.h</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_abb96ad5c7071ec3a47ea5f07e817a636"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#abb96ad5c7071ec3a47ea5f07e817a636">arm_compute::utility::tolower</a></div><div class="ttdeci">std::string tolower(std::string string)</div><div class="ttdoc">Convert string to lower case.</div><div class="ttdef"><b>Definition:</b> <a href="_utility_8h_source.xhtml#l00203">Utility.h:203</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_quantization_info_xhtml"><div class="ttname"><a href="classarm__compute_1_1_quantization_info.xhtml">arm_compute::QuantizationInfo</a></div><div class="ttdoc">Quantization information.</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_info_8h_source.xhtml#l00067">QuantizationInfo.h:67</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a32648f11269b827fefc288e4d60a3507"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a32648f11269b827fefc288e4d60a3507">arm_compute::test::validation::ref_src2</a></div><div class="ttdeci">CLTensor ref_src2</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_absolute_difference_8cpp_source.xhtml#l00101">AbsoluteDifference.cpp:101</a></div></div> |
| <div class="ttc" id="_globals_8h_xhtml"><div class="ttname"><a href="_globals_8h.xhtml">Globals.h</a></div></div> |
| <div class="ttc" id="namespace_gemm_tuner_xhtml_affb1327b18bf08a379d19eef89cf1ed1"><div class="ttname"><a href="namespace_gemm_tuner.xhtml#affb1327b18bf08a379d19eef89cf1ed1">GemmTuner.default</a></div><div class="ttdeci">default</div><div class="ttdef"><b>Definition:</b> <a href="_gemm_tuner_8py_source.xhtml#l00548">GemmTuner.py:548</a></div></div> |
| <div class="ttc" id="namespacearm__compute_xhtml_a142b55a483cadf4e1068a1a09a55e8e9"><div class="ttname"><a href="namespacearm__compute.xhtml#a142b55a483cadf4e1068a1a09a55e8e9">arm_compute::string_from_data_type</a></div><div class="ttdeci">const std::string & string_from_data_type(DataType dt)</div><div class="ttdoc">Convert a data type identity into a string.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_utils_8cpp_source.xhtml#l00144">Utils.cpp:144</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a1643f4cb252152ed8ffc0df84744ad5d"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a1643f4cb252152ed8ffc0df84744ad5d">arm_compute::test::validation::fill</a></div><div class="ttdeci">library fill(src, distribution, 0)</div></div> |
| <div class="ttc" id="namespacearm__compute_1_1test_xhtml_a71326f0909d77386e29b511e1990a11f"><div class="ttname"><a href="namespacearm__compute_1_1test.xhtml#a71326f0909d77386e29b511e1990a11f">arm_compute::test::library</a></div><div class="ttdeci">std::unique_ptr< AssetsLibrary > library</div><div class="ttdef"><b>Definition:</b> <a href="main_8cpp_source.xhtml#l00077">main.cpp:77</a></div></div> |
| <div class="ttc" id="utils_2_type_printer_8h_xhtml"><div class="ttname"><a href="utils_2_type_printer_8h.xhtml">TypePrinter.h</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_c_l_g_e_m_m_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_g_e_m_m.xhtml">arm_compute::CLGEMM</a></div><div class="ttdoc">Basic function to execute GEMM on OpenCL.</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_g_e_m_m_8h_source.xhtml#l00100">CLGEMM.h:100</a></div></div> |
| <div class="ttc" id="namespacearm__compute_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924"><div class="ttname"><a href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">arm_compute::DataType::QASYMM8</a></div><div class="ttdoc">quantized, asymmetric fixed-point 8-bit number unsigned</div></div> |
| <div class="ttc" id="classarm__compute_1_1test_1_1_c_l_accessor_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">arm_compute::test::CLAccessor</a></div><div class="ttdoc">Accessor implementation for CLTensor objects.</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_accessor_8h_source.xhtml#l00035">CLAccessor.h:35</a></div></div> |
| <div class="ttc" id="_assets_library_8h_xhtml"><div class="ttname"><a href="_assets_library_8h.xhtml">AssetsLibrary.h</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_adbf67dcee294e673cf796f1ed8aeb6a4"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">arm_compute::test::validation::dst</a></div><div class="ttdeci">CLTensor dst</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_absolute_difference_8cpp_source.xhtml#l00102">AbsoluteDifference.cpp:102</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a3161c2c93c655dd30953372064ec627b"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a3161c2c93c655dd30953372064ec627b">arm_compute::test::validation::alpha</a></div><div class="ttdeci">const float alpha</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_o_n_2_accumulate_8cpp_source.xhtml#l00103">Accumulate.cpp:103</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a756aeab6b5c217b924c3cc70222c975d"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a756aeab6b5c217b924c3cc70222c975d">arm_compute::test::validation::distribution</a></div><div class="ttdeci">std::uniform_real_distribution< float > distribution(-5.f, 5.f)</div></div> |
| <div class="ttc" id="_command_line_options_8h_xhtml"><div class="ttname"><a href="_command_line_options_8h.xhtml">CommandLineOptions.h</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_c_l_scheduler_xhtml_ad55f80ed3cd8b6c4f247763b747016af"><div class="ttname"><a href="classarm__compute_1_1_c_l_scheduler.xhtml#ad55f80ed3cd8b6c4f247763b747016af">arm_compute::CLScheduler::sync</a></div><div class="ttdeci">void sync()</div><div class="ttdoc">Blocks until all commands in the associated command queue have finished.</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_scheduler_8cpp_source.xhtml#l00067">CLScheduler.cpp:67</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_c_l_tensor_allocator_xhtml_a6e509c2a177b0b29e9e2369535094dee"><div class="ttname"><a href="classarm__compute_1_1_c_l_tensor_allocator.xhtml#a6e509c2a177b0b29e9e2369535094dee">arm_compute::CLTensorAllocator::allocate</a></div><div class="ttdeci">void allocate() override</div><div class="ttdoc">Allocate size specified by TensorInfo of OpenCL memory.</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_tensor_allocator_8cpp_source.xhtml#l00127">CLTensorAllocator.cpp:127</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1test_1_1_simple_tensor_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1_simple_tensor.xhtml">arm_compute::test::SimpleTensor</a></div><div class="ttdoc">Simple tensor object that stores elements in a consecutive chunk of memory.</div><div class="ttdef"><b>Definition:</b> <a href="_simple_tensor_8h_source.xhtml#l00059">SimpleTensor.h:59</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1test_1_1validation_1_1_relative_tolerance_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1validation_1_1_relative_tolerance.xhtml">arm_compute::test::validation::RelativeTolerance</a></div><div class="ttdoc">Class reprensenting a relative tolerance value.</div><div class="ttdef"><b>Definition:</b> <a href="_validation_8h_source.xhtml#l00086">Validation.h:86</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_c_l_g_e_m_m_lowp_quantize_down_int32_to_uint8_scale_by_fixed_point_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_g_e_m_m_lowp_quantize_down_int32_to_uint8_scale_by_fixed_point.xhtml">arm_compute::CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPoint</a></div><div class="ttdoc">Basic function to execute CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPoint on OpenCL.</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_g_e_m_m_lowp_output_stage_8h_source.xhtml#l00119">CLGEMMLowpOutputStage.h:119</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1utils_1_1_enum_option_xhtml"><div class="ttname"><a href="classarm__compute_1_1utils_1_1_enum_option.xhtml">arm_compute::utils::EnumOption</a></div><div class="ttdoc">Implementation of a simple option that accepts a value from a fixed set.</div><div class="ttdef"><b>Definition:</b> <a href="_enum_option_8h_source.xhtml#l00040">EnumOption.h:40</a></div></div> |
| <div class="ttc" id="_validation_8h_xhtml"><div class="ttname"><a href="_validation_8h.xhtml">Validation.h</a></div></div> |
| <div class="ttc" id="namespace_gemm_tuner_xhtml_a90eee7a4677ca8b1ed116364a24367f9"><div class="ttname"><a href="namespace_gemm_tuner.xhtml#a90eee7a4677ca8b1ed116364a24367f9">GemmTuner.parser</a></div><div class="ttdeci">parser</div><div class="ttdef"><b>Definition:</b> <a href="_gemm_tuner_8py_source.xhtml#l00520">GemmTuner.py:520</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_tensor_info_xhtml"><div class="ttname"><a href="classarm__compute_1_1_tensor_info.xhtml">arm_compute::TensorInfo</a></div><div class="ttdoc">Store the tensor's metadata.</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_info_8h_source.xhtml#l00045">TensorInfo.h:45</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_core_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_core.xhtml">arm_compute::CLGEMMLowpMatrixMultiplyCore</a></div><div class="ttdoc">Basic function to execute GEMMLowpMatrixMultiplyCore on OpenCL.</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_g_e_m_m_lowp_matrix_multiply_core_8h_source.xhtml#l00056">CLGEMMLowpMatrixMultiplyCore.h:56</a></div></div> |
| <div class="ttc" id="cl__gemm_8cpp_xhtml_a1a8821d598e02dce24cf1140da3539bb"><div class="ttname"><a href="cl__gemm_8cpp.xhtml#a1a8821d598e02dce24cf1140da3539bb">tolerance_f16</a></div><div class="ttdeci">RelativeTolerance< half_float::half > tolerance_f16(half(0.2))</div><div class="ttdoc">F16 Tolerance value for comparing reference's output against implementation's output for floating poi...</div></div> |
| <div class="ttc" id="namespacearm__compute_1_1quantization_xhtml_aa7f38ca13336118049b3e1db4d9f4623"><div class="ttname"><a href="namespacearm__compute_1_1quantization.xhtml#aa7f38ca13336118049b3e1db4d9f4623">arm_compute::quantization::calculate_quantized_multiplier_less_than_one</a></div><div class="ttdeci">Status calculate_quantized_multiplier_less_than_one(float multiplier, int *quant_multiplier, int *right_shift)</div><div class="ttdoc">Calculate quantized representation of multiplier with value less than one.</div><div class="ttdef"><b>Definition:</b> <a href="_asymm_helpers_8cpp_source.xhtml#l00052">AsymmHelpers.cpp:52</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1utils_xhtml_a96696b615d35757e96ea6310297f8ba5"><div class="ttname"><a href="namespacearm__compute_1_1utils.xhtml#a96696b615d35757e96ea6310297f8ba5">arm_compute::utils::operator>></a></div><div class="ttdeci">inline ::std::istream & operator>>(::std::istream &stream, ConvolutionPaddingMode &Mode)</div><div class="ttdoc">Stream Input operator for the ConvolutionPaddingMode type.</div><div class="ttdef"><b>Definition:</b> <a href="graph__validate__utils_8h_source.xhtml#l00052">graph_validate_utils.h:52</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a5f5b6c4337eac9e2e0046ca2304d80dc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a5f5b6c4337eac9e2e0046ca2304d80dc">arm_compute::test::validation::data_type</a></div><div class="ttdeci">data_type</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_arithmetic_addition_8cpp_source.xhtml#l00135">ArithmeticAddition.cpp:135</a></div></div> |
| <div class="ttc" id="namespacearm__compute_xhtml_a64e6501d564e950c3d527fb6b1f36f28"><div class="ttname"><a href="namespacearm__compute.xhtml#a64e6501d564e950c3d527fb6b1f36f28">arm_compute::data_type_from_name</a></div><div class="ttdeci">arm_compute::DataType data_type_from_name(const std::string &name)</div><div class="ttdoc">Converts a string to a strong types enumeration DataType.</div><div class="ttdef"><b>Definition:</b> <a href="_type_loader_8cpp_source.xhtml#l00032">TypeLoader.cpp:32</a></div></div> |
| <div class="ttc" id="_asymm_helpers_8h_xhtml"><div class="ttname"><a href="_asymm_helpers_8h.xhtml">AsymmHelpers.h</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml">arm_compute::test::validation</a></div><div class="ttdef"><b>Definition:</b> <a href="_abs_layer_8cpp_source.xhtml#l00041">AbsLayer.cpp:41</a></div></div> |
| <div class="ttc" id="arm__compute_2core_2_types_8h_xhtml"><div class="ttname"><a href="arm__compute_2core_2_types_8h.xhtml">Types.h</a></div></div> |
| <div class="ttc" id="namespacearm__compute_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6"><div class="ttname"><a href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">arm_compute::DataType</a></div><div class="ttdeci">DataType</div><div class="ttdoc">Available data types.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00074">Types.h:74</a></div></div> |
| <div class="ttc" id="_c_l_functions_8h_xhtml"><div class="ttname"><a href="_c_l_functions_8h.xhtml">CLFunctions.h</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1utils_xhtml_a3ff90da00700526d89a0ee29f85fd804"><div class="ttname"><a href="namespacearm__compute_1_1utils.xhtml#a3ff90da00700526d89a0ee29f85fd804">arm_compute::utils::init_sgemm_output</a></div><div class="ttdeci">void init_sgemm_output(T &dst, T &src0, T &src1, arm_compute::DataType dt)</div><div class="ttdef"><b>Definition:</b> <a href="utils_2_utils_8h_source.xhtml#l00776">Utils.h:776</a></div></div> |
| <div class="ttc" id="cl__gemm_8cpp_xhtml_a320923ca5107cdfc05823e2ad588ac59"><div class="ttname"><a href="cl__gemm_8cpp.xhtml#a320923ca5107cdfc05823e2ad588ac59">abs_tolerance_f32</a></div><div class="ttdeci">constexpr float abs_tolerance_f32(0.0001f)</div><div class="ttdoc">F32 Absolute tolerance value for comparing reference's output against implementation's output for flo...</div></div> |
| <div class="ttc" id="_g_e_m_m_lowp_8h_xhtml"><div class="ttname"><a href="_g_e_m_m_lowp_8h.xhtml">GEMMLowp.h</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1utils_1_1_simple_option_xhtml"><div class="ttname"><a href="classarm__compute_1_1utils_1_1_simple_option.xhtml">arm_compute::utils::SimpleOption< int ></a></div></div> |
| <div class="ttc" id="namespacearm__compute_xhtml_a4feaaa70771629f4b5dcf3b219c8b647"><div class="ttname"><a href="namespacearm__compute.xhtml#a4feaaa70771629f4b5dcf3b219c8b647">arm_compute::validate</a></div><div class="ttdeci">Status validate(const ITensorInfo *scores_in, const ITensorInfo *boxes_in, const ITensorInfo *batch_splits_in, const ITensorInfo *scores_out, const ITensorInfo *boxes_out, const ITensorInfo *classes, const ITensorInfo *batch_splits_out, const ITensorInfo *keeps, const ITensorInfo *keeps_size, const BoxNMSLimitInfo info)</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_box_with_non_maxima_suppression_limit_8cpp_source.xhtml#l00196">CPPBoxWithNonMaximaSuppressionLimit.cpp:196</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_c_l_scheduler_xhtml_a46ecf9ef0fe80ba2ed35acfc29856b7d"><div class="ttname"><a href="classarm__compute_1_1_c_l_scheduler.xhtml#a46ecf9ef0fe80ba2ed35acfc29856b7d">arm_compute::CLScheduler::default_init</a></div><div class="ttdeci">void default_init(ICLTuner *cl_tuner=nullptr)</div><div class="ttdoc">Initialises the context and command queue used by the scheduler to default values and sets a default ...</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_scheduler_8cpp_source.xhtml#l00119">CLScheduler.cpp:119</a></div></div> |
| <div class="ttc" id="classarm__compute_1_1_c_l_tensor_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_tensor.xhtml">arm_compute::CLTensor</a></div><div class="ttdoc">Basic implementation of the OpenCL tensor interface.</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_tensor_8h_source.xhtml#l00041">CLTensor.h:41</a></div></div> |
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