2017-02-23 06:26:44 +08:00
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< li class = "navelem" > < a class = "el" href = "namespacefaiss.html" > faiss< / a > < / li > < li class = "navelem" > < b > gpu< / b > < / li > < li class = "navelem" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html" > IVFBase< / a > < / li > < / ul >
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< a href = "#pub-methods" > Public Member Functions< / a > |
< a href = "#pro-methods" > Protected Member Functions< / a > |
< a href = "#pro-attribs" > Protected Attributes< / a > |
< a href = "classfaiss_1_1gpu_1_1IVFBase-members.html" > List of all members< / a > < / div >
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< div class = "title" > faiss::gpu::IVFBase Class Reference< / div > < / div >
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< p > Base inverted list functionality for < a class = "el" href = "classfaiss_1_1gpu_1_1IVFFlat.html" > IVFFlat< / a > and < a class = "el" href = "classfaiss_1_1gpu_1_1IVFPQ.html" title = "Implementing class for IVFPQ on the GPU. " > IVFPQ< / a > .
< a href = "classfaiss_1_1gpu_1_1IVFBase.html#details" > More...< / a > < / p >
< div class = "dynheader" >
Inheritance diagram for faiss::gpu::IVFBase:< / div >
< div class = "dyncontent" >
< div class = "center" >
< img src = "classfaiss_1_1gpu_1_1IVFBase.png" usemap = "#faiss::gpu::IVFBase_map" alt = "" / >
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< area href = "classfaiss_1_1gpu_1_1IVFFlat.html" alt = "faiss::gpu::IVFFlat" shape = "rect" coords = "0,56,119,80" / >
< area href = "classfaiss_1_1gpu_1_1IVFPQ.html" title = "Implementing class for IVFPQ on the GPU. " alt = "faiss::gpu::IVFPQ" shape = "rect" coords = "129,56,248,80" / >
< / map >
< / div > < / div >
< 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:af9eb209beb142e7931155bec4aeeaabf" > < td class = "memItemLeft" align = "right" valign = "top" >   < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#af9eb209beb142e7931155bec4aeeaabf" > IVFBase< / a > (< a class = "el" href = "classfaiss_1_1gpu_1_1GpuResources.html" > GpuResources< / a > *resources, < a class = "el" href = "classfaiss_1_1gpu_1_1FlatIndex.html" > FlatIndex< / a > *quantizer, int bytesPerVector, IndicesOptions indicesOptions)< / td > < / tr >
< tr class = "separator:af9eb209beb142e7931155bec4aeeaabf" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:a02e1e2d080ee31bf7835f89b9f2a13a9" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "a02e1e2d080ee31bf7835f89b9f2a13a9" > < / a >
void  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#a02e1e2d080ee31bf7835f89b9f2a13a9" > reserveMemory< / a > (size_t numVecs)< / td > < / tr >
< tr class = "memdesc:a02e1e2d080ee31bf7835f89b9f2a13a9" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Reserve GPU memory in our inverted lists for this number of vectors. < br / > < / td > < / tr >
< tr class = "separator:a02e1e2d080ee31bf7835f89b9f2a13a9" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:a7ea671876443c93436499ad581f16997" > < td class = "memItemLeft" align = "right" valign = "top" > void  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#a7ea671876443c93436499ad581f16997" > reset< / a > ()< / td > < / tr >
< tr class = "separator:a7ea671876443c93436499ad581f16997" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:a4d44e8aebc380b7c846a8d8e6e835540" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "a4d44e8aebc380b7c846a8d8e6e835540" > < / a >
int  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#a4d44e8aebc380b7c846a8d8e6e835540" > getDim< / a > () const < / td > < / tr >
< tr class = "memdesc:a4d44e8aebc380b7c846a8d8e6e835540" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Return the number of dimensions we are indexing. < br / > < / td > < / tr >
< tr class = "separator:a4d44e8aebc380b7c846a8d8e6e835540" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:ac9b69e1b2582cb2c064b5fff60d31cc8" > < td class = "memItemLeft" align = "right" valign = "top" > size_t  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#ac9b69e1b2582cb2c064b5fff60d31cc8" > reclaimMemory< / a > ()< / td > < / tr >
< tr class = "separator:ac9b69e1b2582cb2c064b5fff60d31cc8" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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size_t  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#abd66dc9d32e6150b930d78f74d7dd2d7" > getNumLists< / a > () const < / td > < / tr >
< tr class = "memdesc:abd66dc9d32e6150b930d78f74d7dd2d7" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Returns the number of inverted lists. < br / > < / td > < / tr >
< tr class = "separator:abd66dc9d32e6150b930d78f74d7dd2d7" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:a7b1ee21f9919fb077db5e48e91943582" > < td class = "memItemLeft" align = "right" valign = "top" > int  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#a7b1ee21f9919fb077db5e48e91943582" > getListLength< / a > (int listId) const < / td > < / tr >
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std::vector< long >   < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#a4a4ed220b9433aa788ed32db8f20a9db" > getListIndices< / a > (int listId) const < / td > < / tr >
< tr class = "memdesc:a4a4ed220b9433aa788ed32db8f20a9db" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Return the list indices of a particular list back to the CPU. < br / > < / td > < / tr >
< tr class = "separator:a4a4ed220b9433aa788ed32db8f20a9db" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< / table > < table class = "memberdecls" >
< tr class = "heading" > < td colspan = "2" > < h2 class = "groupheader" > < a name = "pro-methods" > < / a >
Protected Member Functions< / h2 > < / td > < / tr >
< tr class = "memitem:aa02d69306544294521e79be7f81a21cb" > < td class = "memItemLeft" align = "right" valign = "top" > size_t  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#aa02d69306544294521e79be7f81a21cb" > reclaimMemory_< / a > (bool exact)< / td > < / tr >
< tr class = "separator:aa02d69306544294521e79be7f81a21cb" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:acc695610c9513952b8d234dc0db78e5c" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "acc695610c9513952b8d234dc0db78e5c" > < / a >
void  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#acc695610c9513952b8d234dc0db78e5c" > updateDeviceListInfo_< / a > (cudaStream_t stream)< / td > < / tr >
< tr class = "memdesc:acc695610c9513952b8d234dc0db78e5c" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Update all device-side list pointer and size information. < br / > < / td > < / tr >
< tr class = "separator:acc695610c9513952b8d234dc0db78e5c" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:ae90724e307bbfe49554a2ab77fbd1764" > < td class = "memItemLeft" align = "right" valign = "top" > void  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#ae90724e307bbfe49554a2ab77fbd1764" > updateDeviceListInfo_< / a > (const std::vector< int > & listIds, cudaStream_t stream)< / td > < / tr >
< tr class = "separator:ae90724e307bbfe49554a2ab77fbd1764" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:a5027720549de98f4e609d6339099df35" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "a5027720549de98f4e609d6339099df35" > < / a >
void  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#a5027720549de98f4e609d6339099df35" > addIndicesFromCpu_< / a > (int listId, const long *indices, size_t numVecs)< / td > < / tr >
< tr class = "memdesc:a5027720549de98f4e609d6339099df35" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Shared function to copy indices from CPU to GPU. < br / > < / td > < / tr >
< tr class = "separator:a5027720549de98f4e609d6339099df35" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< / table > < table class = "memberdecls" >
< tr class = "heading" > < td colspan = "2" > < h2 class = "groupheader" > < a name = "pro-attribs" > < / a >
Protected Attributes< / h2 > < / td > < / tr >
< tr class = "memitem:a05e6400358ec1f529a67209d3f24cc63" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "a05e6400358ec1f529a67209d3f24cc63" > < / a >
< a class = "el" href = "classfaiss_1_1gpu_1_1GpuResources.html" > GpuResources< / a > *  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#a05e6400358ec1f529a67209d3f24cc63" > resources_< / a > < / td > < / tr >
< tr class = "memdesc:a05e6400358ec1f529a67209d3f24cc63" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Collection of GPU resources that we use. < br / > < / td > < / tr >
< tr class = "separator:a05e6400358ec1f529a67209d3f24cc63" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:a878114abdba07c9cf7735f9c0ed594c3" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "a878114abdba07c9cf7735f9c0ed594c3" > < / a >
< a class = "el" href = "classfaiss_1_1gpu_1_1FlatIndex.html" > FlatIndex< / a > *  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#a878114abdba07c9cf7735f9c0ed594c3" > quantizer_< / a > < / td > < / tr >
< tr class = "memdesc:a878114abdba07c9cf7735f9c0ed594c3" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Quantizer object. < br / > < / td > < / tr >
< tr class = "separator:a878114abdba07c9cf7735f9c0ed594c3" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:aba3e3cfa469e5187f2d553fff10e0250" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "aba3e3cfa469e5187f2d553fff10e0250" > < / a >
const int  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#aba3e3cfa469e5187f2d553fff10e0250" > dim_< / a > < / td > < / tr >
< tr class = "memdesc:aba3e3cfa469e5187f2d553fff10e0250" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Expected dimensionality of the vectors. < br / > < / td > < / tr >
< tr class = "separator:aba3e3cfa469e5187f2d553fff10e0250" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:accc4d96c14643e5f471220cb1e92ac70" > < td class = "memItemLeft" align = "right" valign = "top" > < a class = "anchor" id = "accc4d96c14643e5f471220cb1e92ac70" > < / a >
const int  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#accc4d96c14643e5f471220cb1e92ac70" > numLists_< / a > < / td > < / tr >
< tr class = "memdesc:accc4d96c14643e5f471220cb1e92ac70" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Number of inverted lists we maintain. < br / > < / td > < / tr >
< tr class = "separator:accc4d96c14643e5f471220cb1e92ac70" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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const int  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#a319568b832518392fed33ea4f8bfc613" > bytesPerVector_< / a > < / td > < / tr >
< tr class = "memdesc:a319568b832518392fed33ea4f8bfc613" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Number of bytes per vector in the list. < br / > < / td > < / tr >
< tr class = "separator:a319568b832518392fed33ea4f8bfc613" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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const IndicesOptions  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#afb6d10e23d6448c10f472b9234e0bcab" > indicesOptions_< / a > < / td > < / tr >
< tr class = "memdesc:afb6d10e23d6448c10f472b9234e0bcab" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > How are user indices stored on the GPU? < br / > < / td > < / tr >
< tr class = "separator:afb6d10e23d6448c10f472b9234e0bcab" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:a96240a08b42bd1913e2286d7d514fc56" > < td class = "memItemLeft" align = "right" valign = "top" > thrust::device_vector< void * >   < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#a96240a08b42bd1913e2286d7d514fc56" > deviceListDataPointers_< / a > < / td > < / tr >
< tr class = "separator:a96240a08b42bd1913e2286d7d514fc56" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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int  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#ae25ea0901fb628844868413f51c85bda" > maxListLength_< / a > < / td > < / tr >
< tr class = "memdesc:ae25ea0901fb628844868413f51c85bda" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Maximum list length seen. < br / > < / td > < / tr >
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< tr class = "memitem:a2facc7285107de1f24d3471cbcf15f26" > < td class = "memItemLeft" align = "right" valign = "top" > std::vector< std::unique_ptr< br class = "typebreak" / >
< < a class = "el" href = "classfaiss_1_1gpu_1_1DeviceVector.html" > DeviceVector< / a > < unsigned char > > >   < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classfaiss_1_1gpu_1_1IVFBase.html#a2facc7285107de1f24d3471cbcf15f26" > deviceListData_< / a > < / td > < / tr >
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std::vector< std::unique_ptr< br class = "typebreak" / >
< < a class = "el" href = "classfaiss_1_1gpu_1_1DeviceVector.html" > DeviceVector< / a > < unsigned char > > >   < / td > < td class = "memItemRight" valign = "bottom" > < b > deviceListIndices_< / b > < / td > < / tr >
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< a name = "details" id = "details" > < / a > < h2 class = "groupheader" > Detailed Description< / h2 >
< div class = "textblock" > < p > Base inverted list functionality for < a class = "el" href = "classfaiss_1_1gpu_1_1IVFFlat.html" > IVFFlat< / a > and < a class = "el" href = "classfaiss_1_1gpu_1_1IVFPQ.html" title = "Implementing class for IVFPQ on the GPU. " > IVFPQ< / a > . < / p >
< p > Definition at line < a class = "el" href = "IVFBase_8cuh_source.html#l00027" > 27< / a > of file < a class = "el" href = "IVFBase_8cuh_source.html" > IVFBase.cuh< / a > .< / p >
< / div > < h2 class = "groupheader" > Constructor & Destructor Documentation< / h2 >
< a class = "anchor" id = "af9eb209beb142e7931155bec4aeeaabf" > < / a >
< div class = "memitem" >
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< td class = "memname" > faiss::gpu::IVFBase::IVFBase < / td >
< td > (< / td >
< td class = "paramtype" > < a class = "el" href = "classfaiss_1_1gpu_1_1GpuResources.html" > GpuResources< / a > *  < / td >
< td class = "paramname" > < em > resources< / em > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > < a class = "el" href = "classfaiss_1_1gpu_1_1FlatIndex.html" > FlatIndex< / a > *  < / td >
< td class = "paramname" > < em > quantizer< / em > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > int  < / td >
< td class = "paramname" > < em > bytesPerVector< / em > , < / td >
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< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > IndicesOptions  < / td >
< td class = "paramname" > < em > indicesOptions< / em >   < / td >
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< dl class = "params" > < dt > Parameters< / dt > < dd >
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< tr > < td class = "paramname" > quantizer< / td > < td > We do not own this reference < / td > < / tr >
< / table >
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< / dl >
< p > Definition at line < a class = "el" href = "IVFBase_8cu_source.html#l00026" > 26< / a > of file < a class = "el" href = "IVFBase_8cu_source.html" > IVFBase.cu< / a > .< / p >
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< / div >
< h2 class = "groupheader" > Member Function Documentation< / h2 >
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< td class = "memname" > int faiss::gpu::IVFBase::getListLength < / td >
< td > (< / td >
< td class = "paramtype" > int  < / td >
< td class = "paramname" > < em > listId< / em > < / td > < td > )< / td >
< td > const< / td >
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< / div > < div class = "memdoc" >
< p > For debugging purposes, return the list length of a particular list < / p >
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< p > Definition at line < a class = "el" href = "IVFBase_8cu_source.html#l00199" > 199< / a > of file < a class = "el" href = "IVFBase_8cu_source.html" > IVFBase.cu< / a > .< / p >
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< td class = "memname" > size_t faiss::gpu::IVFBase::reclaimMemory < / td >
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< p > After adding vectors, one can call this to reclaim device memory to exactly the amount needed. Returns space reclaimed in bytes < / p >
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< p > Definition at line < a class = "el" href = "IVFBase_8cu_source.html#l00104" > 104< / a > of file < a class = "el" href = "IVFBase_8cu_source.html" > IVFBase.cu< / a > .< / p >
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< td > (< / td >
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< p > Reclaim memory consumed on the device for our inverted lists < code > exact< / code > means we trim exactly to the memory needed < / p >
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< p > Definition at line < a class = "el" href = "IVFBase_8cu_source.html#l00110" > 110< / a > of file < a class = "el" href = "IVFBase_8cu_source.html" > IVFBase.cu< / a > .< / p >
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< p > Clear out all inverted lists, but retain the coarse quantizer and the product quantizer info < / p >
< p > Definition at line < a class = "el" href = "IVFBase_8cu_source.html#l00074" > 74< / a > of file < a class = "el" href = "IVFBase_8cu_source.html" > IVFBase.cu< / a > .< / p >
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< td > (< / td >
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< p > For a set of list IDs, update device-side list pointer and size information < / p >
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< p > Definition at line < a class = "el" href = "IVFBase_8cu_source.html#l00147" > 147< / a > of file < a class = "el" href = "IVFBase_8cu_source.html" > IVFBase.cu< / a > .< / p >
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< h2 class = "groupheader" > Member Data Documentation< / h2 >
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< td class = "memname" > std::vector< std::unique_ptr< < a class = "el" href = "classfaiss_1_1gpu_1_1DeviceVector.html" > DeviceVector< / a > < unsigned char> > > faiss::gpu::IVFBase::deviceListData_< / td >
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< p > Device memory for each separate list, as managed by the host. Device memory as stored in < a class = "el" href = "classfaiss_1_1gpu_1_1DeviceVector.html" > DeviceVector< / a > is stored as unique_ptr since deviceListSummary_ pointers must remain valid despite resizing of deviceLists_ < / p >
< p > Definition at line < a class = "el" href = "IVFBase_8cuh_source.html#l00117" > 117< / a > of file < a class = "el" href = "IVFBase_8cuh_source.html" > IVFBase.cuh< / a > .< / p >
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< p > Device representation of all inverted list data id -> data < / p >
< p > Definition at line < a class = "el" href = "IVFBase_8cuh_source.html#l00100" > 100< / a > of file < a class = "el" href = "IVFBase_8cuh_source.html" > IVFBase.cuh< / a > .< / p >
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< p > Device representation of all inverted list index pointers id -> data < / p >
< p > Definition at line < a class = "el" href = "IVFBase_8cuh_source.html#l00104" > 104< / a > of file < a class = "el" href = "IVFBase_8cuh_source.html" > IVFBase.cuh< / a > .< / p >
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< p > Device representation of all inverted list lengths id -> length < / p >
< p > Definition at line < a class = "el" href = "IVFBase_8cuh_source.html#l00108" > 108< / a > of file < a class = "el" href = "IVFBase_8cuh_source.html" > IVFBase.cuh< / a > .< / p >
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< p > If we are storing indices on the CPU (indicesOptions_ is INDICES_CPU), then this maintains a CPU-side map of what (inverted list id, offset) maps to which user index < / p >
< p > Definition at line < a class = "el" href = "IVFBase_8cuh_source.html#l00123" > 123< / a > of file < a class = "el" href = "IVFBase_8cuh_source.html" > IVFBase.cuh< / a > .< / p >
< / div >
< / div >
< hr / > The documentation for this class was generated from the following files:< ul >
2017-03-21 01:33:21 +08:00
< li > /data/users/matthijs/github_faiss/faiss/gpu/impl/< a class = "el" href = "IVFBase_8cuh_source.html" > IVFBase.cuh< / a > < / li >
< li > /data/users/matthijs/github_faiss/faiss/gpu/impl/< a class = "el" href = "IVFBase_8cu_source.html" > IVFBase.cu< / a > < / li >
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