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< li class = "navelem" > < a class = "el" href = "namespacefaiss.html" > faiss< / a > < / li > < li class = "navelem" > < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html" > ScalarQuantizer< / a > < / li > < / ul >
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< a href = "#pub-types" > Public Types< / a > |
< a href = "#pub-methods" > Public Member Functions< / a > |
< a href = "#pub-attribs" > Public Attributes< / a > |
< a href = "structfaiss_1_1ScalarQuantizer-members.html" > List of all members< / a > < / div >
< div class = "headertitle" >
< div class = "title" > faiss::ScalarQuantizer Struct Reference< / div > < / div >
< / div > <!-- header -->
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< tr class = "heading" > < td colspan = "2" > < h2 class = "groupheader" > < a name = "pub-types" > < / a >
Public Types< / h2 > < / td > < / tr >
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< tr class = "memitem:a1201dbd1611fa5c10782ade5d0e4952e" > < td class = "memItemLeft" align = "right" valign = "top" > enum   < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a1201dbd1611fa5c10782ade5d0e4952e" > QuantizerType< / a > { < br / >
    < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a1201dbd1611fa5c10782ade5d0e4952ea1650389e3efa052ff60177d502328a2c" > QT_8bit< / a > ,
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< a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a1201dbd1611fa5c10782ade5d0e4952eacd3d1bd71533a7bc52149e4b3d1db13b" > QT_4bit< / a > ,
< a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a1201dbd1611fa5c10782ade5d0e4952ea029f07a15ea64e7e73daaf9633ac429a" > QT_8bit_uniform< / a > ,
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< b > QT_4bit_uniform< / b > ,
< br / >
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    < b > QT_fp16< / b > ,
< b > QT_8bit_direct< / b > ,
< a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a1201dbd1611fa5c10782ade5d0e4952eaf654ce120baf92b9ac3c43592744fbf8" > QT_6bit< / a >
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< br / >
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}< / td > < / tr >
< tr class = "separator:a1201dbd1611fa5c10782ade5d0e4952e" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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< tr class = "memitem:a867ad0000e4ccfd40bbb1e01e7882d06" > < td class = "memItemLeft" align = "right" valign = "top" > enum   < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a867ad0000e4ccfd40bbb1e01e7882d06" > RangeStat< / a > { < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a867ad0000e4ccfd40bbb1e01e7882d06aa52f2f14616c61c04baf6323d43588fd" > RS_minmax< / a > ,
< a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a867ad0000e4ccfd40bbb1e01e7882d06afb4b9f4ee9003fa0193e6de69632f7a0" > RS_meanstd< / a > ,
< a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a867ad0000e4ccfd40bbb1e01e7882d06ae41cccec3a7acbcb3a47fa63c2bfb4c8" > RS_quantiles< / a > ,
< a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a867ad0000e4ccfd40bbb1e01e7882d06ab0709ff74c1b882b64a7fdd7ca5df9a3" > RS_optim< / a >
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}< / td > < / tr >
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< / table > < table class = "memberdecls" >
< tr class = "heading" > < td colspan = "2" > < h2 class = "groupheader" > < a name = "pub-methods" > < / a >
Public Member Functions< / h2 > < / td > < / tr >
< tr class = "memitem:aa49b6ffd5a6b8a0029bc85ed5fa9504c" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "aa49b6ffd5a6b8a0029bc85ed5fa9504c" > < / a >
  < / td > < td class = "memItemRight" valign = "bottom" > < b > ScalarQuantizer< / b > (size_t < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#acd88af01ad1d06560cecc30bc38aef49" > d< / a > , < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a1201dbd1611fa5c10782ade5d0e4952e" > QuantizerType< / a > qtype)< / td > < / tr >
< tr class = "separator:aa49b6ffd5a6b8a0029bc85ed5fa9504c" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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void  < / td > < td class = "memItemRight" valign = "bottom" > < b > train< / b > (size_t n, const float *x)< / td > < / tr >
< tr class = "separator:af1f21830fd85d5119cc36ee13fd1a92b" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:a2bccf276565c4f80fed3d0c715c58816" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "a2bccf276565c4f80fed3d0c715c58816" > < / a >
void  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a2bccf276565c4f80fed3d0c715c58816" > compute_codes< / a > (const float *x, uint8_t *codes, size_t n) const < / td > < / tr >
< tr class = "memdesc:a2bccf276565c4f80fed3d0c715c58816" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > same as compute_code for several vectors < br / > < / td > < / tr >
< tr class = "separator:a2bccf276565c4f80fed3d0c715c58816" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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void  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a7ab9e9158da1777d45e6f9bf73bfd489" > decode< / a > (const uint8_t *code, float *x, size_t n) const < / td > < / tr >
< tr class = "memdesc:a7ab9e9158da1777d45e6f9bf73bfd489" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > decode a vector from a given code (or n vectors if third argument) < br / > < / td > < / tr >
< tr class = "separator:a7ab9e9158da1777d45e6f9bf73bfd489" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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< tr class = "memitem:a73f4b04b339c67c72b9590ead779c3e2" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "a73f4b04b339c67c72b9590ead779c3e2" > < / a >
< a class = "el" href = "structfaiss_1_1SQDistanceComputer.html" > SQDistanceComputer< / a > *  < / td > < td class = "memItemRight" valign = "bottom" > < b > get_distance_computer< / b > (< a class = "el" href = "namespacefaiss.html#afd12191c638da74760ff397cf319752c" > MetricType< / a > metric=METRIC_L2) const < / td > < / tr >
< tr class = "separator:a73f4b04b339c67c72b9590ead779c3e2" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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< / table > < table class = "memberdecls" >
< tr class = "heading" > < td colspan = "2" > < h2 class = "groupheader" > < a name = "pub-attribs" > < / a >
Public Attributes< / h2 > < / td > < / tr >
< tr class = "memitem:a2696491a09e0ad3bbf48506592fb69de" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "a2696491a09e0ad3bbf48506592fb69de" > < / a >
< a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a1201dbd1611fa5c10782ade5d0e4952e" > QuantizerType< / a >   < / td > < td class = "memItemRight" valign = "bottom" > < b > qtype< / b > < / td > < / tr >
< tr class = "separator:a2696491a09e0ad3bbf48506592fb69de" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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< a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a867ad0000e4ccfd40bbb1e01e7882d06" > RangeStat< / a >   < / td > < td class = "memItemRight" valign = "bottom" > < b > rangestat< / b > < / td > < / tr >
< tr class = "separator:aea7d3bd87a6c82292aed03fcb7e5e265" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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float  < / td > < td class = "memItemRight" valign = "bottom" > < b > rangestat_arg< / b > < / td > < / tr >
< tr class = "separator:aacac5a2655b0dbf5d828dde8ab236b48" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:acd88af01ad1d06560cecc30bc38aef49" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "acd88af01ad1d06560cecc30bc38aef49" > < / a >
size_t  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#acd88af01ad1d06560cecc30bc38aef49" > d< / a > < / td > < / tr >
< tr class = "memdesc:acd88af01ad1d06560cecc30bc38aef49" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > dimension of input vectors < br / > < / td > < / tr >
< tr class = "separator:acd88af01ad1d06560cecc30bc38aef49" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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size_t  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a647b8774e4cd8ca5623a194f5c7f8a33" > code_size< / a > < / td > < / tr >
< tr class = "memdesc:a647b8774e4cd8ca5623a194f5c7f8a33" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > bytes per vector < br / > < / td > < / tr >
< tr class = "separator:a647b8774e4cd8ca5623a194f5c7f8a33" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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< tr class = "memitem:a30b411b10780a74079bbbfaff678c86f" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "a30b411b10780a74079bbbfaff678c86f" > < / a >
std::vector< float >   < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a30b411b10780a74079bbbfaff678c86f" > trained< / a > < / td > < / tr >
< tr class = "memdesc:a30b411b10780a74079bbbfaff678c86f" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > trained values (including the range) < br / > < / td > < / tr >
< tr class = "separator:a30b411b10780a74079bbbfaff678c86f" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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< / table >
< a name = "details" id = "details" > < / a > < h2 class = "groupheader" > Detailed Description< / h2 >
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< div class = "textblock" >
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< p > Definition at line < a class = "el" href = "IndexScalarQuantizer_8h_source.html#l00032" > 32< / a > of file < a class = "el" href = "IndexScalarQuantizer_8h_source.html" > IndexScalarQuantizer.h< / a > .< / p >
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< / div > < h2 class = "groupheader" > Member Enumeration Documentation< / h2 >
< a class = "anchor" id = "a1201dbd1611fa5c10782ade5d0e4952e" > < / a >
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
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< td class = "memname" > enum < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a1201dbd1611fa5c10782ade5d0e4952e" > faiss::ScalarQuantizer::QuantizerType< / a > < / td >
< / tr >
< / table >
< / div > < div class = "memdoc" >
< table class = "fieldtable" >
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< tr > < th colspan = "2" > Enumerator< / th > < / tr > < tr > < td class = "fieldname" > < em > < a class = "anchor" id = "a1201dbd1611fa5c10782ade5d0e4952ea1650389e3efa052ff60177d502328a2c" > < / a > QT_8bit< / em > < / td > < td class = "fielddoc" >
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< p > 8 bits per component < / p >
< / td > < / tr >
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< tr > < td class = "fieldname" > < em > < a class = "anchor" id = "a1201dbd1611fa5c10782ade5d0e4952eacd3d1bd71533a7bc52149e4b3d1db13b" > < / a > QT_4bit< / em > < / td > < td class = "fielddoc" >
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< p > 4 bits per component < / p >
< / td > < / tr >
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< tr > < td class = "fieldname" > < em > < a class = "anchor" id = "a1201dbd1611fa5c10782ade5d0e4952ea029f07a15ea64e7e73daaf9633ac429a" > < / a > QT_8bit_uniform< / em > < / td > < td class = "fielddoc" >
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< p > same, shared range for all dimensions < / p >
< / td > < / tr >
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< tr > < td class = "fieldname" > < em > < a class = "anchor" id = "a1201dbd1611fa5c10782ade5d0e4952eaf654ce120baf92b9ac3c43592744fbf8" > < / a > QT_6bit< / em > < / td > < td class = "fielddoc" >
< p > fast indexing of uint8s < / p >
< p > 6 bits per component < / p >
< / td > < / tr >
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< / table >
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< p > Definition at line < a class = "el" href = "IndexScalarQuantizer_8h_source.html#l00034" > 34< / a > of file < a class = "el" href = "IndexScalarQuantizer_8h_source.html" > IndexScalarQuantizer.h< / a > .< / p >
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< a class = "anchor" id = "a867ad0000e4ccfd40bbb1e01e7882d06" > < / a >
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< td class = "memname" > enum < a class = "el" href = "structfaiss_1_1ScalarQuantizer.html#a867ad0000e4ccfd40bbb1e01e7882d06" > faiss::ScalarQuantizer::RangeStat< / a > < / td >
< / tr >
< / table >
< / div > < div class = "memdoc" >
< p > The uniform encoder can estimate the range of representable values of the unform encoder using different statistics. Here rs = rangestat_arg < / p >
< table class = "fieldtable" >
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< tr > < th colspan = "2" > Enumerator< / th > < / tr > < tr > < td class = "fieldname" > < em > < a class = "anchor" id = "a867ad0000e4ccfd40bbb1e01e7882d06aa52f2f14616c61c04baf6323d43588fd" > < / a > RS_minmax< / em > < / td > < td class = "fielddoc" >
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< p > [min - rs*(max-min), max + rs*(max-min)] < / p >
< / td > < / tr >
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< tr > < td class = "fieldname" > < em > < a class = "anchor" id = "a867ad0000e4ccfd40bbb1e01e7882d06afb4b9f4ee9003fa0193e6de69632f7a0" > < / a > RS_meanstd< / em > < / td > < td class = "fielddoc" >
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< p > [mean - std * rs, mean + std * rs] < / p >
< / td > < / tr >
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< tr > < td class = "fieldname" > < em > < a class = "anchor" id = "a867ad0000e4ccfd40bbb1e01e7882d06ae41cccec3a7acbcb3a47fa63c2bfb4c8" > < / a > RS_quantiles< / em > < / td > < td class = "fielddoc" >
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< p > [Q(rs), Q(1-rs)] < / p >
< / td > < / tr >
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< tr > < td class = "fieldname" > < em > < a class = "anchor" id = "a867ad0000e4ccfd40bbb1e01e7882d06ab0709ff74c1b882b64a7fdd7ca5df9a3" > < / a > RS_optim< / em > < / td > < td class = "fielddoc" >
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< p > alternate optimization of reconstruction error < / p >
< / td > < / tr >
< / table >
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< p > Definition at line < a class = "el" href = "IndexScalarQuantizer_8h_source.html#l00051" > 51< / a > of file < a class = "el" href = "IndexScalarQuantizer_8h_source.html" > IndexScalarQuantizer.h< / a > .< / p >
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< / div >
< / div >
< hr / > The documentation for this struct was generated from the following files:< ul >
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< li > /data/users/hoss/faiss/< a class = "el" href = "IndexScalarQuantizer_8h_source.html" > IndexScalarQuantizer.h< / a > < / li >
< li > /data/users/hoss/faiss/< a class = "el" href = "IndexScalarQuantizer_8cpp_source.html" > IndexScalarQuantizer.cpp< / a > < / li >
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< / ul >
< / div > <!-- contents -->
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Generated by   < a href = "http://www.doxygen.org/index.html" >
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< / a > 1.8.5
< / small > < / address >
< / body >
< / html >
