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<li class="navelem"><a class="el" href="dir_af0e5773a0d3761542ab6067d117c294.html">gpu</a></li><li class="navelem"><a class="el" href="dir_3c884e6997da548370986f2f7df4abda.html">test</a></li> </ul>
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<div class="title">TestGpuIndexBinaryFlat.cpp</div> </div>
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<div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">/**</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment"> * Copyright (c) 2015-present, Facebook, Inc.</span></div>
<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment"> * All rights reserved.</span></div>
<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment"> *</span></div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="comment"> * This source code is licensed under the BSD+Patents license found in the</span></div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="comment"> * LICENSE file in the root directory of this source tree.</span></div>
<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="comment"> */</span></div>
<div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;</div>
<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;</div>
<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="preprocessor">#include &quot;../../IndexBinaryFlat.h&quot;</span></div>
<div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="preprocessor">#include &quot;../GpuIndexBinaryFlat.h&quot;</span></div>
<div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="preprocessor">#include &quot;../StandardGpuResources.h&quot;</span></div>
<div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="preprocessor">#include &quot;../utils/DeviceUtils.h&quot;</span></div>
<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="preprocessor">#include &quot;../test/TestUtils.h&quot;</span></div>
<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="preprocessor">#include &quot;../../utils.h&quot;</span></div>
<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="preprocessor">#include &lt;gtest/gtest.h&gt;</span></div>
<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="preprocessor">#include &lt;sstream&gt;</span></div>
<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div>
<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;</div>
<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;<span class="keywordtype">void</span> compareBinaryDist(<span class="keyword">const</span> std::vector&lt;int&gt;&amp; cpuDist,</div>
<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160; <span class="keyword">const</span> std::vector&lt;faiss::IndexBinary::idx_t&gt;&amp; cpuLabels,</div>
<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160; <span class="keyword">const</span> std::vector&lt;int&gt;&amp; gpuDist,</div>
<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160; <span class="keyword">const</span> std::vector&lt;faiss::IndexBinary::idx_t&gt;&amp; gpuLabels,</div>
<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160; <span class="keywordtype">int</span> numQuery,</div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160; <span class="keywordtype">int</span> k) {</div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; numQuery; ++i) {</div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160; <span class="comment">// The index order can be permuted within a group that has the same</span></div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160; <span class="comment">// distance, since this is based on the order in which the algorithm</span></div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160; <span class="comment">// encounters the values. The last set of equivalent distances seen in the</span></div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; <span class="comment">// min-k might be truncated, so we can&#39;t check that set, but all others we</span></div>
<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160; <span class="comment">// can check.</span></div>
<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160; std::set&lt;faiss::IndexBinary::idx_t&gt; cpuLabelSet;</div>
<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; std::set&lt;faiss::IndexBinary::idx_t&gt; gpuLabelSet;</div>
<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;</div>
<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; <span class="keywordtype">int</span> curDist = -1;</div>
<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;</div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> j = 0; j &lt; k; ++j) {</div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; <span class="keywordtype">int</span> idx = i * k + j;</div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160;</div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; <span class="keywordflow">if</span> (curDist == -1) {</div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; curDist = cpuDist[idx];</div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; }</div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160;</div>
<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; <span class="keywordflow">if</span> (curDist != cpuDist[idx]) {</div>
<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160; <span class="comment">// Distances must be monotonically increasing</span></div>
<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160; EXPECT_LT(curDist, cpuDist[idx]);</div>
<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160;</div>
<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; <span class="comment">// This is a new set of distances</span></div>
<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; EXPECT_EQ(cpuLabelSet, gpuLabelSet);</div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; curDist = cpuDist[idx];</div>
<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; cpuLabelSet.clear();</div>
<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160; gpuLabelSet.clear();</div>
<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; }</div>
<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160;</div>
<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; cpuLabelSet.insert(cpuLabels[idx]);</div>
<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; gpuLabelSet.insert(gpuLabels[idx]);</div>
<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160;</div>
<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; <span class="comment">// Because the distances are reproducible, they must be exactly the same</span></div>
<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; EXPECT_EQ(cpuDist[idx], gpuDist[idx]);</div>
<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; }</div>
<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; }</div>
<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160;}</div>
<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160;</div>
<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160;<span class="keyword">template</span> &lt;<span class="keywordtype">int</span> DimMultiple&gt;</div>
<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160;<span class="keywordtype">void</span> testGpuIndexBinaryFlat() {</div>
<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; <a class="code" href="classfaiss_1_1gpu_1_1StandardGpuResources.html">faiss::gpu::StandardGpuResources</a> res;</div>
<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; res.<a class="code" href="classfaiss_1_1gpu_1_1StandardGpuResources.html#a6431477a7328ac147797b3b4e3fcf651">noTempMemory</a>();</div>
<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160;</div>
<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; <a class="code" href="structfaiss_1_1gpu_1_1GpuIndexBinaryFlatConfig.html">faiss::gpu::GpuIndexBinaryFlatConfig</a> config;</div>
<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; config.<a class="code" href="structfaiss_1_1gpu_1_1GpuIndexConfig.html#aab05a0aa7b42feae7df4e556a52ead57">device</a> = faiss::gpu::randVal(0, faiss::gpu::getNumDevices() - 1);</div>
<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160;</div>
<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; <span class="comment">// multiples of 8 and multiples of 32 use different implementations</span></div>
<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; <span class="keywordtype">int</span> dims = faiss::gpu::randVal(1, 20) * DimMultiple;</div>
<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; <a class="code" href="classfaiss_1_1gpu_1_1GpuIndexBinaryFlat.html">faiss::gpu::GpuIndexBinaryFlat</a> gpuIndex(&amp;res, dims, config);</div>
<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160;</div>
<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; <a class="code" href="structfaiss_1_1IndexBinaryFlat.html">faiss::IndexBinaryFlat</a> cpuIndex(dims);</div>
<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160;</div>
<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; <span class="keywordtype">int</span> numVecs = faiss::gpu::randVal(1, 20000);</div>
<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160; <span class="keywordtype">int</span> numQuery = faiss::gpu::randVal(1, 1000);</div>
<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; <span class="keywordtype">int</span> k = faiss::gpu::randVal(1, 1024);</div>
<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160;</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; <span class="keyword">auto</span> data = faiss::gpu::randBinaryVecs(numVecs, dims);</div>
<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; gpuIndex.add(numVecs, data.data());</div>
<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; cpuIndex.add(numVecs, data.data());</div>
<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160;</div>
<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; <span class="keyword">auto</span> query = faiss::gpu::randBinaryVecs(numQuery, dims);</div>
<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160;</div>
<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; std::vector&lt;int&gt; cpuDist(numQuery * k);</div>
<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; std::vector&lt;faiss::IndexBinary::idx_t&gt; cpuLabels(numQuery * k);</div>
<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160;</div>
<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; cpuIndex.search(numQuery,</div>
<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; query.data(),</div>
<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; k,</div>
<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; cpuDist.data(),</div>
<div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; cpuLabels.data());</div>
<div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160;</div>
<div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; std::vector&lt;int&gt; gpuDist(numQuery * k);</div>
<div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; std::vector&lt;faiss::IndexBinary::idx_t&gt; gpuLabels(numQuery * k);</div>
<div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160;</div>
<div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; gpuIndex.search(numQuery,</div>
<div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; query.data(),</div>
<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; k,</div>
<div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; gpuDist.data(),</div>
<div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; gpuLabels.data());</div>
<div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160;</div>
<div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; compareBinaryDist(cpuDist, cpuLabels,</div>
<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; gpuDist, gpuLabels,</div>
<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; numQuery, k);</div>
<div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160;}</div>
<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160;</div>
<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160;TEST(TestGpuIndexBinaryFlat, Test8) {</div>
<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> tries = 0; tries &lt; 4; ++tries) {</div>
<div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; testGpuIndexBinaryFlat&lt;8&gt;();</div>
<div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160; }</div>
<div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160;}</div>
<div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160;</div>
<div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160;TEST(TestGpuIndexBinaryFlat, Test32) {</div>
<div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> tries = 0; tries &lt; 4; ++tries) {</div>
<div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160; testGpuIndexBinaryFlat&lt;32&gt;();</div>
<div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; }</div>
<div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160;}</div>
<div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160;</div>
<div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160;<span class="keywordtype">int</span> main(<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span>** argv) {</div>
<div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160; testing::InitGoogleTest(&amp;argc, argv);</div>
<div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160;</div>
<div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160; <span class="comment">// just run with a fixed test seed</span></div>
<div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160; faiss::gpu::setTestSeed(100);</div>
<div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160;</div>
<div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; <span class="keywordflow">return</span> RUN_ALL_TESTS();</div>
<div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160;}</div>
<div class="ttc" id="structfaiss_1_1IndexBinaryFlat_html"><div class="ttname"><a href="structfaiss_1_1IndexBinaryFlat.html">faiss::IndexBinaryFlat</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexBinaryFlat_8h_source.html#l00022">IndexBinaryFlat.h:22</a></div></div>
<div class="ttc" id="structfaiss_1_1gpu_1_1GpuIndexBinaryFlatConfig_html"><div class="ttname"><a href="structfaiss_1_1gpu_1_1GpuIndexBinaryFlatConfig.html">faiss::gpu::GpuIndexBinaryFlatConfig</a></div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexBinaryFlat_8h_source.html#l00019">GpuIndexBinaryFlat.h:19</a></div></div>
<div class="ttc" id="classfaiss_1_1gpu_1_1StandardGpuResources_html_a6431477a7328ac147797b3b4e3fcf651"><div class="ttname"><a href="classfaiss_1_1gpu_1_1StandardGpuResources.html#a6431477a7328ac147797b3b4e3fcf651">faiss::gpu::StandardGpuResources::noTempMemory</a></div><div class="ttdeci">void noTempMemory()</div><div class="ttdef"><b>Definition:</b> <a href="StandardGpuResources_8cpp_source.html#l00076">StandardGpuResources.cpp:76</a></div></div>
<div class="ttc" id="structfaiss_1_1gpu_1_1GpuIndexConfig_html_aab05a0aa7b42feae7df4e556a52ead57"><div class="ttname"><a href="structfaiss_1_1gpu_1_1GpuIndexConfig.html#aab05a0aa7b42feae7df4e556a52ead57">faiss::gpu::GpuIndexConfig::device</a></div><div class="ttdeci">int device</div><div class="ttdoc">GPU device on which the index is resident. </div><div class="ttdef"><b>Definition:</b> <a href="GpuIndex_8h_source.html#l00026">GpuIndex.h:26</a></div></div>
<div class="ttc" id="classfaiss_1_1gpu_1_1StandardGpuResources_html"><div class="ttname"><a href="classfaiss_1_1gpu_1_1StandardGpuResources.html">faiss::gpu::StandardGpuResources</a></div><div class="ttdef"><b>Definition:</b> <a href="StandardGpuResources_8h_source.html#l00022">StandardGpuResources.h:22</a></div></div>
<div class="ttc" id="classfaiss_1_1gpu_1_1GpuIndexBinaryFlat_html"><div class="ttname"><a href="classfaiss_1_1gpu_1_1GpuIndexBinaryFlat.html">faiss::gpu::GpuIndexBinaryFlat</a></div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexBinaryFlat_8h_source.html#l00024">GpuIndexBinaryFlat.h:24</a></div></div>
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