| <a href="a32__merge__float__8x6_8hpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) 2017-2018 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * of this software and associated documentation files (the "Software"), to</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> * deal in the Software without restriction, including without limitation the</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> * furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> </div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="preprocessor">#ifdef __arm__</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 <arm_neon.h></span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> </div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="keyword">template</span><></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="keywordtype">void</span> MergeResults<8, 6, false>(<span class="keywordtype">float</span> *out, <span class="keyword">const</span> <span class="keywordtype">float</span> *in, <span class="keyword">const</span> <span class="keywordtype">int</span> ldout, <span class="keyword">const</span> <span class="keywordtype">int</span> y0, <span class="keyword">const</span> <span class="keywordtype">int</span> ymax, <span class="keyword">const</span> <span class="keywordtype">int</span> x0, <span class="keyword">const</span> <span class="keywordtype">int</span> xmax, <span class="keyword">const</span> <span class="keywordtype">float</span> *<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3a77be8aebd8e00522b32061d46ccdbd">bias</a>, <a class="code" href="namespacearm__compute_1_1graph.xhtml#a5f9016ea3e28a033b7cc216bdda912be">Activation</a> act, <span class="keywordtype">bool</span> append) {</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  <span class="keyword">const</span> <span class="keywordtype">float</span> *inptr = in;</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  prefetch_6x(inptr);</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  prefetch_6x(inptr + 96);</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> </div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  <span class="keywordtype">float</span> nullbias[8];</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <span class="keywordtype">float</span> minval = - std::numeric_limits<float>::infinity();</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <span class="keywordtype">float</span> maxval = std::numeric_limits<float>::infinity();</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> </div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  <span class="keywordflow">switch</span>(act.type)</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="keywordflow">default</span>:</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="keywordflow">case</span> Activation::Type::None:</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="keywordflow">case</span> Activation::Type::BoundedReLU:</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  maxval = static_cast<float>(act.param1);</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  <span class="comment">/* fall through */</span></div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  <span class="keywordflow">case</span> Activation::Type::ReLU:</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  minval = 0.0f;</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  }</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> </div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  float32x4_t minv = vdupq_n_f32(minval);</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  float32x4_t maxv = vdupq_n_f32(maxval);</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> </div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <span class="keywordflow">if</span> (!append && !<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3a77be8aebd8e00522b32061d46ccdbd">bias</a>)</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  {</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  memset(nullbias, 0, (8 * <span class="keyword">sizeof</span>(<span class="keywordtype">float</span>)));</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  }</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> </div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> y=y0; y<ymax; y+=8) {</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  <span class="keywordtype">float</span> *outptr0 = out + (y * ldout) + x0;</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keywordtype">float</span> *outptr1 = outptr0 + ldout;</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <span class="keywordtype">float</span> *outptr2 = outptr1 + ldout;</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="keywordtype">float</span> *outptr3 = outptr2 + ldout;</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <span class="keywordtype">float</span> *outptr4 = outptr3 + ldout;</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="keywordtype">float</span> *outptr5 = outptr4 + ldout;</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span> </div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  prefetch_2x(outptr0);</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  prefetch_2x(outptr1);</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  prefetch_2x(outptr2);</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  prefetch_2x(outptr3);</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  prefetch_2x(outptr4);</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  prefetch_2x(outptr5);</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="keywordflow">for</span> (<span class="keywordtype">int</span> i=x0; i<xmax; i+=8) {</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <span class="keywordtype">float</span> dummyres[8];</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="comment">/* Make sure we throw away results if Y isn't a multiple of 8.</span></div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span> <span class="comment"> * We do this by pointing the result pointer at a dummy buffer</span></div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> <span class="comment"> * we later discard. */</span></div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keywordflow">if</span> ((y+5) >= ymax) {</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <span class="keywordflow">switch</span> ((y + 5) - ymax) {</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <span class="keywordflow">case</span> 4:</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  outptr1 = dummyres;</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="comment">/* fall through */</span></div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="keywordflow">case</span> 3:</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  outptr2 = dummyres;</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="comment">/* fall through */</span></div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <span class="keywordflow">case</span> 2:</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  outptr3 = dummyres;</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="comment">/* fall through */</span></div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="keywordflow">case</span> 1:</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  outptr4 = dummyres;</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  <span class="comment">/* fall through */</span></div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <span class="keywordflow">case</span> 0:</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  outptr5 = dummyres;</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="keywordflow">break</span>;</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="keywordflow">default</span>:</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <a class="code" href="utils_8hpp.xhtml#aa468b37bb9d2901433139d01b79036b0">UNREACHABLE</a>(<span class="stringliteral">"Impossible."</span>);</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  }</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  }</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> </div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <span class="keywordflow">if</span> (append) {</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  <span class="comment">/* Append mode: Read, activate, write. */</span></div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span> </div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <span class="comment">/* For ragged X, manually copy over the valid results. */</span></div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  <span class="keywordflow">if</span> ((i+7) >= xmax) {</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> xi=0; xi<8; xi++) {</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <span class="keywordflow">if</span> ((i+xi) < xmax) {</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  *outptr0 = std::min(std::max(minval, inptr[xi] + *outptr0), maxval);</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  outptr0++;</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  *outptr1 = std::min(std::max(minval, inptr[xi + 8] + *outptr1), maxval);</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  outptr1++;</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  *outptr2 = std::min(std::max(minval, inptr[xi + 16] + *outptr2), maxval);</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  outptr2++;</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  *outptr3 = std::min(std::max(minval, inptr[xi + 24] + *outptr3), maxval);</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  outptr3++;</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  *outptr4 = std::min(std::max(minval, inptr[xi + 32] + *outptr4), maxval);</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  outptr4++;</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  *outptr5 = std::min(std::max(minval, inptr[xi + 40] + *outptr5), maxval);</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  outptr5++;</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>  }</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  inptr += 48;</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <span class="comment">/* Optimized routine to copy an entire block */</span></div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  __asm __volatile (</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <span class="comment">// Rows 0-1</span></div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  <span class="stringliteral">"VLD1.32 {d0-d3}, [%[inptr]]!\n"</span></div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <span class="stringliteral">"VLD1.32 {d8-d11}, [%[outptr0]]\n"</span></div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <span class="stringliteral">"VLD1.32 {d4-d7}, [%[inptr]]!\n"</span></div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="stringliteral">"VLD1.32 {d12-d15}, [%[outptr1]]\n"</span></div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span> </div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  <span class="stringliteral">"VADD.f32 q4, q4, q0\n"</span></div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[inptr], #352]"</span>)</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  <span class="stringliteral">"VADD.f32 q5, q5, q1\n"</span></div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  <span class="stringliteral">"VADD.f32 q6, q6, q2\n"</span></div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <span class="stringliteral">"VADD.f32 q7, q7, q3\n"</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[inptr], #416]"</span>)</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  <span class="stringliteral">"VMAX.f32 q4, q4, %q[minv]\n"</span></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="stringliteral">"VMAX.f32 q5, q5, %q[minv]\n"</span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  <span class="stringliteral">"VMAX.f32 q6, q6, %q[minv]\n"</span></div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[inptr], #480]"</span>)</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  <span class="stringliteral">"VMAX.f32 q7, q7, %q[minv]\n"</span></div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  <span class="stringliteral">"VMIN.f32 q4, q4, %q[maxv]\n"</span></div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  <span class="stringliteral">"VMIN.f32 q5, q5, %q[maxv]\n"</span></div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  <span class="stringliteral">"VST1.32 {d8-d11}, [%[outptr0]]!\n"</span></div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  <span class="stringliteral">"VMIN.f32 q6, q6, %q[maxv]\n"</span></div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  <span class="stringliteral">"VMIN.f32 q7, q7, %q[maxv]\n"</span></div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  <span class="stringliteral">"VST1.32 {d12-d15}, [%[outptr1]]!\n"</span></div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span> </div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  <span class="comment">// Rows 2-3</span></div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  <span class="stringliteral">"VLD1.32 {d0-d3}, [%[inptr]]!\n"</span></div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <span class="stringliteral">"VLD1.32 {d8-d11}, [%[outptr2]]\n"</span></div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  <span class="stringliteral">"VLD1.32 {d4-d7}, [%[inptr]]!\n"</span></div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  <span class="stringliteral">"VLD1.32 {d12-d15}, [%[outptr3]]\n"</span></div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span> </div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <span class="stringliteral">"VADD.f32 q4, q4, q0\n"</span></div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[outptr0], #96]"</span>)</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  <span class="stringliteral">"VADD.f32 q5, q5, q1\n"</span></div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <span class="stringliteral">"VADD.f32 q6, q6, q2\n"</span></div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  <span class="stringliteral">"VADD.f32 q7, q7, q3\n"</span></div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[outptr1], #96]"</span>)</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  <span class="stringliteral">"VMAX.f32 q4, q4, %q[minv]\n"</span></div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  <span class="stringliteral">"VMAX.f32 q5, q5, %q[minv]\n"</span></div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  <span class="stringliteral">"VMAX.f32 q6, q6, %q[minv]\n"</span></div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[outptr2], #128]"</span>)</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  <span class="stringliteral">"VMAX.f32 q7, q7, %q[minv]\n"</span></div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  <span class="stringliteral">"VMIN.f32 q4, q4, %q[maxv]\n"</span></div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  <span class="stringliteral">"VMIN.f32 q5, q5, %q[maxv]\n"</span></div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  <span class="stringliteral">"VST1.32 {d8-d11}, [%[outptr2]]!\n"</span></div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>  <span class="stringliteral">"VMIN.f32 q6, q6, %q[maxv]\n"</span></div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  <span class="stringliteral">"VMIN.f32 q7, q7, %q[maxv]\n"</span></div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  <span class="stringliteral">"VST1.32 {d12-d15}, [%[outptr3]]!\n"</span></div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span> </div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>  <span class="comment">// Rows 4-5</span></div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  <span class="stringliteral">"VLD1.32 {d0-d3}, [%[inptr]]!\n"</span></div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  <span class="stringliteral">"VLD1.32 {d8-d11}, [%[outptr4]]\n"</span></div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  <span class="stringliteral">"VLD1.32 {d4-d7}, [%[inptr]]!\n"</span></div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  <span class="stringliteral">"VLD1.32 {d12-d15}, [%[outptr5]]\n"</span></div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span> </div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  <span class="stringliteral">"VADD.f32 q4, q4, q0\n"</span></div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[outptr3], #96]"</span>)</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  <span class="stringliteral">"VADD.f32 q5, q5, q1\n"</span></div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  <span class="stringliteral">"VADD.f32 q6, q6, q2\n"</span></div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  <span class="stringliteral">"VADD.f32 q7, q7, q3\n"</span></div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[outptr4], #128]"</span>)</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  <span class="stringliteral">"VMAX.f32 q4, q4, %q[minv]\n"</span></div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  <span class="stringliteral">"VMAX.f32 q5, q5, %q[minv]\n"</span></div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  <span class="stringliteral">"VMAX.f32 q6, q6, %q[minv]\n"</span></div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[outptr5], #128]"</span>)</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  <span class="stringliteral">"VMAX.f32 q7, q7, %q[minv]\n"</span></div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  <span class="stringliteral">"VMIN.f32 q4, q4, %q[maxv]\n"</span></div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>  <span class="stringliteral">"VMIN.f32 q5, q5, %q[maxv]\n"</span></div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>  <span class="stringliteral">"VST1.32 {d8-d11}, [%[outptr4]]!\n"</span></div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  <span class="stringliteral">"VMIN.f32 q6, q6, %q[maxv]\n"</span></div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>  <span class="stringliteral">"VMIN.f32 q7, q7, %q[maxv]\n"</span></div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>  <span class="stringliteral">"VST1.32 {d12-d15}, [%[outptr5]]!\n"</span></div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span>  : [outptr0] <span class="stringliteral">"+r"</span> (outptr0), [outptr1] <span class="stringliteral">"+r"</span> (outptr1), [outptr2] <span class="stringliteral">"+r"</span> (outptr2), [outptr3] <span class="stringliteral">"+r"</span> (outptr3),</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>  [outptr4] <span class="stringliteral">"+r"</span> (outptr4), [outptr5] <span class="stringliteral">"+r"</span> (outptr5), [inptr] <span class="stringliteral">"+r"</span> (inptr)</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  : [minv] <span class="stringliteral">"w"</span> (minv), [maxv] <span class="stringliteral">"w"</span> (maxv)</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  : <span class="stringliteral">"q0"</span>, <span class="stringliteral">"q1"</span>, <span class="stringliteral">"q2"</span>, <span class="stringliteral">"q3"</span>, <span class="stringliteral">"q4"</span>, <span class="stringliteral">"q5"</span>, <span class="stringliteral">"q6"</span>, <span class="stringliteral">"q7"</span>, <span class="stringliteral">"memory"</span></div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  );</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  }</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  <span class="comment">/* Bias mode: Add bias to everything, then min/max/write as before. */</span></div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  <span class="keyword">const</span> <span class="keywordtype">float</span> *biasptr = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3a77be8aebd8e00522b32061d46ccdbd">bias</a> ? <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a3a77be8aebd8e00522b32061d46ccdbd">bias</a> + i : nullbias;</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">/* For ragged X, manually copy over the valid results. */</span></div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <span class="keywordflow">if</span> ((i+7) >= xmax) {</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> xi=0; xi<7; xi++) {</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  <span class="keywordflow">if</span> ((i+xi) < xmax) {</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  *outptr0 = std::min(std::max(minval, inptr[xi] + biasptr[xi]), maxval);</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  outptr0++;</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  *outptr1 = std::min(std::max(minval, inptr[xi + 8] + biasptr[xi]), maxval);</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  outptr1++;</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  *outptr2 = std::min(std::max(minval, inptr[xi + 16] + biasptr[xi]), maxval);</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  outptr2++;</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  *outptr3 = std::min(std::max(minval, inptr[xi + 24] + biasptr[xi]), maxval);</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  outptr3++;</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  *outptr4 = std::min(std::max(minval, inptr[xi + 32] + biasptr[xi]), maxval);</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  outptr4++;</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  *outptr5 = std::min(std::max(minval, inptr[xi + 40] + biasptr[xi]), maxval);</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  outptr5++;</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  }</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>  inptr += 48;</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  <span class="comment">/* Optimized routine to copy an entire block */</span></div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  __asm __volatile (</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  <span class="comment">// Rows 0-1</span></div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  <span class="stringliteral">"VLD1.32 {d8-d11}, [%[inptr]]!\n"</span></div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  <span class="stringliteral">"VLD1.32 {d0-d3}, [%[biasptr]]\n"</span></div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  <span class="stringliteral">"VLD1.32 {d12-d15}, [%[inptr]]!\n"</span></div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span> </div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  <span class="stringliteral">"VADD.f32 q4, q4, q0\n"</span></div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[inptr], #352]"</span>)</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  <span class="stringliteral">"VADD.f32 q5, q5, q1\n"</span></div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  <span class="stringliteral">"VADD.f32 q6, q6, q0\n"</span></div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>  <span class="stringliteral">"VADD.f32 q7, q7, q1\n"</span></div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[inptr], #416]"</span>)</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  <span class="stringliteral">"VMAX.f32 q4, q4, %q[minv]\n"</span></div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  <span class="stringliteral">"VMAX.f32 q5, q5, %q[minv]\n"</span></div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span>  <span class="stringliteral">"VMAX.f32 q6, q6, %q[minv]\n"</span></div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[inptr], #480]"</span>)</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>  <span class="stringliteral">"VMAX.f32 q7, q7, %q[minv]\n"</span></div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  <span class="stringliteral">"VMIN.f32 q4, q4, %q[maxv]\n"</span></div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>  <span class="stringliteral">"VMIN.f32 q5, q5, %q[maxv]\n"</span></div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  <span class="stringliteral">"VST1.32 {d8-d11}, [%[outptr0]]!\n"</span></div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  <span class="stringliteral">"VMIN.f32 q6, q6, %q[maxv]\n"</span></div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>  <span class="stringliteral">"VMIN.f32 q7, q7, %q[maxv]\n"</span></div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>  <span class="stringliteral">"VST1.32 {d12-d15}, [%[outptr1]]!\n"</span></div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span> </div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  <span class="comment">// Rows 2-3</span></div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  <span class="stringliteral">"VLD1.32 {d8-d11}, [%[inptr]]!\n"</span></div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>  <span class="stringliteral">"VLD1.32 {d12-d15}, [%[inptr]]!\n"</span></div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span> </div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span>  <span class="stringliteral">"VADD.f32 q4, q4, q0\n"</span></div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[outptr0], #96]"</span>)</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>  <span class="stringliteral">"VADD.f32 q5, q5, q1\n"</span></div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>  <span class="stringliteral">"VADD.f32 q6, q6, q0\n"</span></div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>  <span class="stringliteral">"VADD.f32 q7, q7, q1\n"</span></div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[outptr1], #96]"</span>)</div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span>  <span class="stringliteral">"VMAX.f32 q4, q4, %q[minv]\n"</span></div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>  <span class="stringliteral">"VMAX.f32 q5, q5, %q[minv]\n"</span></div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span>  <span class="stringliteral">"VMAX.f32 q6, q6, %q[minv]\n"</span></div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[outptr2], #128]"</span>)</div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>  <span class="stringliteral">"VMAX.f32 q7, q7, %q[minv]\n"</span></div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span>  <span class="stringliteral">"VMIN.f32 q4, q4, %q[maxv]\n"</span></div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span>  <span class="stringliteral">"VMIN.f32 q5, q5, %q[maxv]\n"</span></div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>  <span class="stringliteral">"VST1.32 {d8-d11}, [%[outptr2]]!\n"</span></div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span>  <span class="stringliteral">"VMIN.f32 q6, q6, %q[maxv]\n"</span></div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>  <span class="stringliteral">"VMIN.f32 q7, q7, %q[maxv]\n"</span></div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>  <span class="stringliteral">"VST1.32 {d12-d15}, [%[outptr3]]!\n"</span></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>  <span class="comment">// Rows 4-5</span></div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>  <span class="stringliteral">"VLD1.32 {d8-d11}, [%[inptr]]!\n"</span></div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>  <span class="stringliteral">"VLD1.32 {d12-d15}, [%[inptr]]!\n"</span></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>  <span class="stringliteral">"VADD.f32 q4, q4, q0\n"</span></div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[outptr3], #96]"</span>)</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>  <span class="stringliteral">"VADD.f32 q5, q5, q1\n"</span></div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>  <span class="stringliteral">"VADD.f32 q6, q6, q0\n"</span></div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  <span class="stringliteral">"VADD.f32 q7, q7, q1\n"</span></div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[outptr4], #128]"</span>)</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>  <span class="stringliteral">"VMAX.f32 q4, q4, %q[minv]\n"</span></div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  <span class="stringliteral">"VMAX.f32 q5, q5, %q[minv]\n"</span></div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>  <span class="stringliteral">"VMAX.f32 q6, q6, %q[minv]\n"</span></div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  <a class="code" href="asmlib_8hpp.xhtml#aaca0205a239e6ef80e4e2788837579e8">ASM_PREFETCH</a>(<span class="stringliteral">"[%[outptr5], #128]"</span>)</div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>  <span class="stringliteral">"VMAX.f32 q7, q7, %q[minv]\n"</span></div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  <span class="stringliteral">"VMIN.f32 q4, q4, %q[maxv]\n"</span></div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>  <span class="stringliteral">"VMIN.f32 q5, q5, %q[maxv]\n"</span></div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>  <span class="stringliteral">"VST1.32 {d8-d11}, [%[outptr4]]!\n"</span></div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>  <span class="stringliteral">"VMIN.f32 q6, q6, %q[maxv]\n"</span></div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>  <span class="stringliteral">"VMIN.f32 q7, q7, %q[maxv]\n"</span></div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  <span class="stringliteral">"VST1.32 {d12-d15}, [%[outptr5]]!\n"</span></div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  : [outptr0] <span class="stringliteral">"+r"</span> (outptr0), [outptr1] <span class="stringliteral">"+r"</span> (outptr1), [outptr2] <span class="stringliteral">"+r"</span> (outptr2), [outptr3] <span class="stringliteral">"+r"</span> (outptr3),</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  [outptr4] <span class="stringliteral">"+r"</span> (outptr4), [outptr5] <span class="stringliteral">"+r"</span> (outptr5), [inptr] <span class="stringliteral">"+r"</span> (inptr)</div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span>  : [minv] <span class="stringliteral">"w"</span> (minv), [maxv] <span class="stringliteral">"w"</span> (maxv), [biasptr] <span class="stringliteral">"r"</span> (biasptr)</div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>  : <span class="stringliteral">"q0"</span>, <span class="stringliteral">"q1"</span>, <span class="stringliteral">"q2"</span>, <span class="stringliteral">"q3"</span>, <span class="stringliteral">"q4"</span>, <span class="stringliteral">"q5"</span>, <span class="stringliteral">"q6"</span>, <span class="stringliteral">"q7"</span>, <span class="stringliteral">"memory"</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>  }</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>  }</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  }</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span> }</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="preprocessor">#endif // __arm__</span></div><div class="ttc" id="namespacearm__compute_1_1graph_xhtml_a5f9016ea3e28a033b7cc216bdda912be"><div class="ttname"><a href="namespacearm__compute_1_1graph.xhtml#a5f9016ea3e28a033b7cc216bdda912be">arm_compute::graph::Activation</a></div><div class="ttdeci">arm_compute::ActivationLayerInfo::ActivationFunction Activation</div><div class="ttdoc">Constant TensorID specifying an equivalent of null tensor.</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2graph_2_types_8h_source.xhtml#l00068">Types.h:68</a></div></div> |
