From 17fda2692261afd9c536803dddf0ad2202f2c18f Mon Sep 17 00:00:00 2001 From: "xiaojun.lin" Date: Mon, 25 Nov 2019 16:17:16 +0800 Subject: [PATCH] fix issue-509 --- CHANGELOG.md | 1 + core/src/wrapper/ConfAdapter.cpp | 30 +++++++++++++++++++----------- 2 files changed, 20 insertions(+), 11 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 53e427dcb9..8012630e0b 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -21,6 +21,7 @@ Please mark all change in change log and use the ticket from JIRA. - \#440 - Server cannot startup with gpu_resource_config.enable=false in GPU version - \#458 - Index data is not compatible between 0.5 and 0.6 - \#486 - gpu no usage during index building +- \#509 - IVF_PQ index build trapped into dead loop caused by invalid params ## Feature - \#12 - Pure CPU version for Milvus diff --git a/core/src/wrapper/ConfAdapter.cpp b/core/src/wrapper/ConfAdapter.cpp index aa4b3c12b8..cf9f1a0474 100644 --- a/core/src/wrapper/ConfAdapter.cpp +++ b/core/src/wrapper/ConfAdapter.cpp @@ -22,6 +22,7 @@ #include #include +#include // TODO(lxj): add conf checker @@ -121,6 +122,13 @@ IVFSQConfAdapter::Match(const TempMetaConf& metaconf) { return conf; } +#define MatchSubQuantizer(c) \ + if (!(conf->d % c)) { \ + WRAPPER_LOG_DEBUG << "PQ m = " << conf->d / c; \ + conf->m = conf->d / c; \ + return conf; \ + } + knowhere::Config IVFPQConfAdapter::Match(const TempMetaConf& metaconf) { auto conf = std::make_shared(); @@ -129,18 +137,18 @@ IVFPQConfAdapter::Match(const TempMetaConf& metaconf) { conf->metric_type = metaconf.metric_type; conf->gpu_id = metaconf.gpu_id; conf->nbits = 8; - - if (!(conf->d % 4)) - conf->m = conf->d / 4; // compression radio = 16 - else if (!(conf->d % 2)) - conf->m = conf->d / 2; // compression radio = 8 - else if (!(conf->d % 3)) - conf->m = conf->d / 3; // compression radio = 12 - else - conf->m = conf->d; // same as SQ8, compression radio = 4 - MatchBase(conf); - return conf; + + /* + * Faiss 1.6 + * Only 1, 2, 3, 4, 6, 8, 10, 12, 16, 20, 24, 28, 32 dims per sub-quantizer are currently supporte with + * no precomputed codes. Precomputed codes supports any number of dimensions, but will involve memory overheads. + */ + static std::vector support_sub_quantizer{32, 28, 24, 20, 16, 12, 10, 8, 6, 4, 3, 2, 1}; + for (const auto& c : support_sub_quantizer) { + // compression radio = dim / c * 4 + MatchSubQuantizer(c) + } } knowhere::Config