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Commit 0df3f646 authored by matthijs's avatar matthijs
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sync with FB version 2017-11-22 

various bugfixes from github issues
kmean with some frozen centroids
GPU better tiling for large flat datasets
default AVX for vector ops
parent 88539976
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docs/html/2-IVFFlat_8cpp_source.html
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......@@ -170,7 +170,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; <span class="keywordflow">return</span> 0;</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160;}</div>
<div class="ttc" id="structfaiss_1_1IndexFlatL2_html"><div class="ttname"><a href="structfaiss_1_1IndexFlatL2.html">faiss::IndexFlatL2</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexFlat_8h_source.html#l00079">IndexFlat.h:79</a></div></div>
<div class="ttc" id="structfaiss_1_1IndexIVFFlat_html"><div class="ttname"><a href="structfaiss_1_1IndexIVFFlat.html">faiss::IndexIVFFlat</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexIVF_8h_source.html#l00174">IndexIVF.h:174</a></div></div>
<div class="ttc" id="structfaiss_1_1IndexIVFFlat_html"><div class="ttname"><a href="structfaiss_1_1IndexIVFFlat.html">faiss::IndexIVFFlat</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexIVF_8h_source.html#l00181">IndexIVF.h:181</a></div></div>
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docs/html/AuxIndexStructures_8h_source.html
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......@@ -110,7 +110,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;<span class="comment">/** The objective is to have a simple result structure while</span></div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;<span class="comment"> * minimizing the number of mem copies in the result. The method</span></div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;<span class="comment"> * do_allocation can be overloaded to allocate the result tables in</span></div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<span class="comment"> * the matrix type of a srcipting language like Lua or Python. */</span></div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<span class="comment"> * the matrix type of a scripting language like Lua or Python. */</span></div>
<div class="line"><a name="l00029"></a><span class="lineno"><a class="line" href="structfaiss_1_1RangeSearchResult.html"> 29</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structfaiss_1_1RangeSearchResult.html">RangeSearchResult</a> {</div>
<div class="line"><a name="l00030"></a><span class="lineno"><a class="line" href="structfaiss_1_1RangeSearchResult.html#a29269b98c33af874d379ca4f62408b90"> 30</a></span>&#160; <span class="keywordtype">size_t</span> <a class="code" href="structfaiss_1_1RangeSearchResult.html#a29269b98c33af874d379ca4f62408b90">nq</a>; <span class="comment">///&lt; nb of queries</span></div>
<div class="line"><a name="l00031"></a><span class="lineno"><a class="line" href="structfaiss_1_1RangeSearchResult.html#aef57f9db99ca470c01bcdce0366cb6ff"> 31</a></span>&#160;<span class="comment"></span> <span class="keywordtype">size_t</span> *<a class="code" href="structfaiss_1_1RangeSearchResult.html#aef57f9db99ca470c01bcdce0366cb6ff">lims</a>; <span class="comment">///&lt; size (nq + 1)</span></div>
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docs/html/BlockSelectFloat_8cu_source.html
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......@@ -126,9 +126,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160;BLOCK_SELECT_DECL(<span class="keywordtype">float</span>, <span class="keyword">false</span>, 1024);</div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160;</div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160;<span class="keywordtype">void</span> runBlockSelect(Tensor&lt;float, 2, true&gt;&amp; in,</div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; Tensor&lt;float, 2, true&gt;&amp; outK,</div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; Tensor&lt;int, 2, true&gt;&amp; outV,</div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; <span class="keywordtype">bool</span> dir, <span class="keywordtype">int</span> k, cudaStream_t stream) {</div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; Tensor&lt;float, 2, true&gt;&amp; outK,</div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; Tensor&lt;int, 2, true&gt;&amp; outV,</div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; <span class="keywordtype">bool</span> dir, <span class="keywordtype">int</span> k, cudaStream_t stream) {</div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; FAISS_ASSERT(k &lt;= 1024);</div>
<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160;</div>
<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160; <span class="keywordflow">if</span> (dir) {</div>
......@@ -166,7 +166,49 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<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;}</div>
<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160;</div>
<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160;} } <span class="comment">// namespace</span></div>
<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160;<span class="keywordtype">void</span> runBlockSelectPair(Tensor&lt;float, 2, true&gt;&amp; inK,</div>
<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; Tensor&lt;int, 2, true&gt;&amp; inV,</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; Tensor&lt;float, 2, true&gt;&amp; outK,</div>
<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; Tensor&lt;int, 2, true&gt;&amp; outV,</div>
<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; <span class="keywordtype">bool</span> dir, <span class="keywordtype">int</span> k, cudaStream_t stream) {</div>
<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; FAISS_ASSERT(k &lt;= 1024);</div>
<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160;</div>
<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; <span class="keywordflow">if</span> (dir) {</div>
<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; <span class="keywordflow">if</span> (k == 1) {</div>
<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">true</span>, 1);</div>
<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 32) {</div>
<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">true</span>, 32);</div>
<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 64) {</div>
<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">true</span>, 64);</div>
<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 128) {</div>
<div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">true</span>, 128);</div>
<div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 256) {</div>
<div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">true</span>, 256);</div>
<div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 512) {</div>
<div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">true</span>, 512);</div>
<div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 1024) {</div>
<div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">true</span>, 1024);</div>
<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; }</div>
<div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; <span class="keywordflow">if</span> (k == 1) {</div>
<div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">false</span>, 1);</div>
<div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 32) {</div>
<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">false</span>, 32);</div>
<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 64) {</div>
<div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">false</span>, 64);</div>
<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 128) {</div>
<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">false</span>, 128);</div>
<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 256) {</div>
<div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">false</span>, 256);</div>
<div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 512) {</div>
<div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">false</span>, 512);</div>
<div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 1024) {</div>
<div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160; BLOCK_SELECT_PAIR_CALL(<span class="keywordtype">float</span>, <span class="keyword">false</span>, 1024);</div>
<div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; }</div>
<div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160; }</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;} } <span class="comment">// namespace</span></div>
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docs/html/BlockSelectHalf_8cu_source.html
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......@@ -128,9 +128,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160;BLOCK_SELECT_DECL(half, <span class="keyword">false</span>, 1024);</div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160;</div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;<span class="keywordtype">void</span> runBlockSelect(Tensor&lt;half, 2, true&gt;&amp; in,</div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; Tensor&lt;half, 2, true&gt;&amp; outK,</div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; Tensor&lt;int, 2, true&gt;&amp; outV,</div>
<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; <span class="keywordtype">bool</span> dir, <span class="keywordtype">int</span> k, cudaStream_t stream) {</div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; Tensor&lt;half, 2, true&gt;&amp; outK,</div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; Tensor&lt;int, 2, true&gt;&amp; outV,</div>
<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; <span class="keywordtype">bool</span> dir, <span class="keywordtype">int</span> k, cudaStream_t stream) {</div>
<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160; FAISS_ASSERT(k &lt;= 1024);</div>
<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160;</div>
<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; <span class="keywordflow">if</span> (dir) {</div>
......@@ -168,9 +168,51 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160; }</div>
<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160;}</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="preprocessor">#endif</span></div>
<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160;} } <span class="comment">// namespace</span></div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160;<span class="keywordtype">void</span> runBlockSelectPair(Tensor&lt;half, 2, true&gt;&amp; inK,</div>
<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; Tensor&lt;int, 2, true&gt;&amp; inV,</div>
<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; Tensor&lt;half, 2, true&gt;&amp; outK,</div>
<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; Tensor&lt;int, 2, true&gt;&amp; outV,</div>
<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; <span class="keywordtype">bool</span> dir, <span class="keywordtype">int</span> k, cudaStream_t stream) {</div>
<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; FAISS_ASSERT(k &lt;= 1024);</div>
<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160;</div>
<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; <span class="keywordflow">if</span> (dir) {</div>
<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; <span class="keywordflow">if</span> (k == 1) {</div>
<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">true</span>, 1);</div>
<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 32) {</div>
<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">true</span>, 32);</div>
<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 64) {</div>
<div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">true</span>, 64);</div>
<div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 128) {</div>
<div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">true</span>, 128);</div>
<div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 256) {</div>
<div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">true</span>, 256);</div>
<div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 512) {</div>
<div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">true</span>, 512);</div>
<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 1024) {</div>
<div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">true</span>, 1024);</div>
<div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; }</div>
<div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; <span class="keywordflow">if</span> (k == 1) {</div>
<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">false</span>, 1);</div>
<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 32) {</div>
<div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">false</span>, 32);</div>
<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 64) {</div>
<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">false</span>, 64);</div>
<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 128) {</div>
<div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">false</span>, 128);</div>
<div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 256) {</div>
<div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">false</span>, 256);</div>
<div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 512) {</div>
<div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">false</span>, 512);</div>
<div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (k &lt;= 1024) {</div>
<div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160; BLOCK_SELECT_PAIR_CALL(half, <span class="keyword">false</span>, 1024);</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;</div>
<div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160;} } <span class="comment">// namespace</span></div>
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docs/html/BlockSelectImpl_8cuh_source.html
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......@@ -244,7 +244,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="ttc" id="structfaiss_1_1gpu_1_1GpuIndexIVFFlatConfig_html_ab98ac354bcd5632976f7edc2deda6e57"><div class="ttname"><a href="structfaiss_1_1gpu_1_1GpuIndexIVFFlatConfig.html#ab98ac354bcd5632976f7edc2deda6e57">faiss::gpu::GpuIndexIVFFlatConfig::useFloat16IVFStorage</a></div><div class="ttdeci">bool useFloat16IVFStorage</div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexIVFFlat_8h_source.html#l00029">GpuIndexIVFFlat.h:29</a></div></div>
<div class="ttc" id="classfaiss_1_1gpu_1_1GpuResources_html"><div class="ttname"><a href="classfaiss_1_1gpu_1_1GpuResources.html">faiss::gpu::GpuResources</a></div><div class="ttdef"><b>Definition:</b> <a href="GpuResources_8h_source.html#l00023">GpuResources.h:23</a></div></div>
<div class="ttc" id="classfaiss_1_1gpu_1_1CpuTimer_html"><div class="ttname"><a href="classfaiss_1_1gpu_1_1CpuTimer.html">faiss::gpu::CpuTimer</a></div><div class="ttdoc">CPU wallclock elapsed timer. </div><div class="ttdef"><b>Definition:</b> <a href="Timer_8h_source.html#l00042">Timer.h:42</a></div></div>
<div class="ttc" id="structfaiss_1_1IndexIVFFlat_html"><div class="ttname"><a href="structfaiss_1_1IndexIVFFlat.html">faiss::IndexIVFFlat</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexIVF_8h_source.html#l00174">IndexIVF.h:174</a></div></div>
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<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160;};</div>
<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160;</div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160;} } <span class="comment">// namespace</span></div>
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<div class="ttc" id="structfaiss_1_1gpu_1_1GpuParameterSpace_html"><div class="ttname"><a href="structfaiss_1_1gpu_1_1GpuParameterSpace.html">faiss::gpu::GpuParameterSpace</a></div><div class="ttdoc">parameter space and setters for GPU indexes </div><div class="ttdef"><b>Definition:</b> <a href="GpuAutoTune_8h_source.html#l00040">GpuAutoTune.h:40</a></div></div>
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......@@ -111,10 +111,12 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160;}</div>
<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;</div>
<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;GpuMultipleClonerOptions::GpuMultipleClonerOptions()</div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160; : shard(false) {</div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;}</div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;</div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;} } <span class="comment">// namespace</span></div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160; : shard(false),</div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160; shard_type(1)</div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;{</div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;}</div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;</div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160;} } <span class="comment">// namespace</span></div>
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<div class="ttc" id="classfaiss_1_1gpu_1_1GpuIndexFlat_html_a0e74fad76628ddfb5ae3dc1d1c69f7e8"><div class="ttname"><a href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#a0e74fad76628ddfb5ae3dc1d1c69f7e8">faiss::gpu::GpuIndexFlat::train</a></div><div class="ttdeci">void train(Index::idx_t n, const float *x) override</div><div class="ttdoc">This index is not trained, so this does nothing. </div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexFlat_8cu_source.html#l00157">GpuIndexFlat.cu:157</a></div></div>
<div class="ttc" id="namespacefaiss_html_afd12191c638da74760ff397cf319752c"><div class="ttname"><a href="namespacefaiss.html#afd12191c638da74760ff397cf319752c">faiss::MetricType</a></div><div class="ttdeci">MetricType</div><div class="ttdoc">Some algorithms support both an inner product vetsion and a L2 search version. </div><div class="ttdef"><b>Definition:</b> <a href="Index_8h_source.html#l00043">Index.h:43</a></div></div>
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<div class="ttc" id="namespacefaiss_html_afd12191c638da74760ff397cf319752c"><div class="ttname"><a href="namespacefaiss.html#afd12191c638da74760ff397cf319752c">faiss::MetricType</a></div><div class="ttdeci">MetricType</div><div class="ttdoc">Some algorithms support both an inner product vetsion and a L2 search version. </div><div class="ttdef"><b>Definition:</b> <a href="Index_8h_source.html#l00043">Index.h:43</a></div></div>
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<div class="ttc" id="structfaiss_1_1ProductQuantizer_html_a08b130e3a21f2699a4e3bbec121fb838"><div class="ttname"><a href="structfaiss_1_1ProductQuantizer.html#a08b130e3a21f2699a4e3bbec121fb838">faiss::ProductQuantizer::compute_code</a></div><div class="ttdeci">void compute_code(const float *x, uint8_t *code) const </div><div class="ttdoc">Quantize one vector with the product quantizer. </div><div class="ttdef"><b>Definition:</b> <a href="ProductQuantizer_8cpp_source.html#l00311">ProductQuantizer.cpp:311</a></div></div>
<div class="ttc" id="structfaiss_1_1ProductQuantizer_html_a3a41c6286095e731be744548d9535a35a4960d143d2aa49cf92028cf3470c47a0"><div class="ttname"><a href="structfaiss_1_1ProductQuantizer.html#a3a41c6286095e731be744548d9535a35a4960d143d2aa49cf92028cf3470c47a0">faiss::ProductQuantizer::Train_hot_start</a></div><div class="ttdoc">the centroids are already initialized </div><div class="ttdef"><b>Definition:</b> <a href="ProductQuantizer_8h_source.html#l00042">ProductQuantizer.h:42</a></div></div>
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<div class="ttc" id="structfaiss_1_1IndexFlatL2_html"><div class="ttname"><a href="structfaiss_1_1IndexFlatL2.html">faiss::IndexFlatL2</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexFlat_8h_source.html#l00079">IndexFlat.h:79</a></div></div>
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......@@ -108,7 +108,7 @@ cublasHandle_t&#160;</td><td class="memItemRight" valign="bottom"><b>get</b> ()<
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>RAII object to manage a cublasHandle_t. </p>
<p>Definition at line <a class="el" href="DeviceUtils_8h_source.html#l00072">72</a> of file <a class="el" href="DeviceUtils_8h_source.html">DeviceUtils.h</a>.</p>
<p>Definition at line <a class="el" href="DeviceUtils_8h_source.html#l00075">75</a> of file <a class="el" href="DeviceUtils_8h_source.html">DeviceUtils.h</a>.</p>
</div><hr/>The documentation for this class was generated from the following files:<ul>
<li>/data/users/matthijs/github_faiss/faiss/gpu/utils/<a class="el" href="DeviceUtils_8h_source.html">DeviceUtils.h</a></li>
<li>/data/users/matthijs/github_faiss/faiss/gpu/utils/<a class="el" href="DeviceUtils_8cpp_source.html">DeviceUtils.cpp</a></li>
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<p>Adds a set of codes and indices to a list; the data can be resident on either the host or the device </p>
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<p>Returns our set of sub-quantizers of the form (sub q)(code id)(sub dim) </p>
<p>Definition at line <a class="el" href="IVFPQ_8cu_source.html#l00594">594</a> of file <a class="el" href="IVFPQ_8cu_source.html">IVFPQ.cu</a>.</p>
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<p>Find the approximate k nearest neigbors for <code>queries</code> against our database </p>
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<tr class="even"><td class="entry"><a class="el" href="classfaiss_1_1gpu_1_1detail_1_1SubTensor.html#a4c3006fcd82c301b11505620e3e96378">operator[]</a>(typename TensorType::IndexType index) const </td><td class="entry"><a class="el" href="classfaiss_1_1gpu_1_1detail_1_1SubTensor.html">faiss::gpu::detail::SubTensor&lt; TensorType, SubDim, PtrTraits &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
<tr bgcolor="#f0f0f0"><td class="entry"><b>SubTensor</b>(TensorType &amp;t, typename TensorType::DataPtrType data) (defined in <a class="el" href="classfaiss_1_1gpu_1_1detail_1_1SubTensor.html">faiss::gpu::detail::SubTensor&lt; TensorType, SubDim, PtrTraits &gt;</a>)</td><td class="entry"><a class="el" href="classfaiss_1_1gpu_1_1detail_1_1SubTensor.html">faiss::gpu::detail::SubTensor&lt; TensorType, SubDim, PtrTraits &gt;</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span></td></tr>
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<tr><td class="entry"><a class="el" href="classfaiss_1_1gpu_1_1detail_1_1SubTensor.html#ae095aab5ad40d0b021d5cdf8bea83f67">Tensor&lt; typename TensorType::DataType, TensorType::NumDim, TensorType::IsContig, typename TensorType::IndexType, PtrTraits &gt;</a> class</td><td class="entry"><a class="el" href="classfaiss_1_1gpu_1_1detail_1_1SubTensor.html">faiss::gpu::detail::SubTensor&lt; TensorType, SubDim, PtrTraits &gt;</a></td><td class="entry"><span class="mlabel">friend</span></td></tr>
<tr><td class="entry"><a class="el" href="classfaiss_1_1gpu_1_1detail_1_1SubTensor.html#ab7d47a355bc7a671447c9bc86919c2bc">Tensor&lt; typename TensorType::DataType, TensorType::NumDim, TensorType::IsInnerContig, typename TensorType::IndexType, PtrTraits &gt;</a> class</td><td class="entry"><a class="el" href="classfaiss_1_1gpu_1_1detail_1_1SubTensor.html">faiss::gpu::detail::SubTensor&lt; TensorType, SubDim, PtrTraits &gt;</a></td><td class="entry"><span class="mlabel">friend</span></td></tr>
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