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Commit d8eeceb8 authored by matthijs's avatar matthijs
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sync with FB version 2017-09-08 

fix index_cpu_to_gpu_multiple

fix PCA dimension
parent 3986a8db
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Showing with 239 additions and 422 deletions
IndexIVF.cpp
View file @ d8eeceb8
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IndexIVF.h
View file @ d8eeceb8
...@@ -54,6 +54,9 @@ struct IndexIVF: Index { ...@@ -54,6 +54,9 @@ struct IndexIVF: Index {
std::vector < std::vector<long> > ids; ///< Inverted lists for indexes std::vector < std::vector<long> > ids; ///< Inverted lists for indexes
size_t code_size; ///< code size per vector in bytes
std::vector < std::vector<uint8_t> > codes; // binary codes, size nlist
/// map for direct access to the elements. Enables reconstruct(). /// map for direct access to the elements. Enables reconstruct().
bool maintain_direct_map; bool maintain_direct_map;
std::vector <long> direct_map; std::vector <long> direct_map;
...@@ -78,13 +81,52 @@ struct IndexIVF: Index { ...@@ -78,13 +81,52 @@ struct IndexIVF: Index {
/// does nothing by default /// does nothing by default
virtual void train_residual (idx_t n, const float *x); virtual void train_residual (idx_t n, const float *x);
/** search a set of vectors, that are pre-quantized by the IVF
* quantizer. Fill in the corresponding heaps with the query
* results. search() calls this.
*
* @param n nb of vectors to query
* @param x query vectors, size nx * d
* @param assign coarse quantization indices, size nx * nprobe
* @param centroid_dis
* distances to coarse centroids, size nx * nprobe
* @param distance
* output distances, size n * k
* @param labels output labels, size n * k
* @param store_pairs store inv list index + inv list offset
* instead in upper/lower 32 bit of result,
* instead of ids (used for reranking).
*/
virtual void search_preassigned (idx_t n, const float *x, idx_t k,
const idx_t *assign,
const float *centroid_dis,
float *distances, idx_t *labels,
bool store_pairs) const = 0;
/** assign the vectors, then call search_preassign */
virtual void search (idx_t n, const float *x, idx_t k,
float *distances, idx_t *labels) const override;
/// Dataset manipulation functions
long remove_ids(const IDSelector& sel) override;
/** moves the entries from another dataset to self. On output, /** moves the entries from another dataset to self. On output,
* other is empty. add_id is added to all moved ids (for * other is empty. add_id is added to all moved ids (for
* sequential ids, this would be this->ntotal */ * sequential ids, this would be this->ntotal */
virtual void merge_from (IndexIVF &other, idx_t add_id); virtual void merge_from (IndexIVF &other, idx_t add_id);
/** implemented by sub-classes */ /** copy a subset of the entries index to the other index
virtual void merge_from_residuals (IndexIVF &other) = 0; *
* if subset_type == 0: copies ids in [a1, a2)
* if subset_type == 1: copies ids if id % a1 == a2
* if subset_type == 2: copies inverted lists such that a1
* elements are left before and a2 elements are after
*/
virtual void copy_subset_to (IndexIVF & other, int subset_type,
long a1, long a2) const;
~IndexIVF() override; ~IndexIVF() override;
...@@ -127,12 +169,9 @@ extern IndexIVFFlatStats indexIVFFlat_stats; ...@@ -127,12 +169,9 @@ extern IndexIVFFlatStats indexIVFFlat_stats;
/** Inverted file with stored vectors. Here the inverted file /** Inverted file with stored vectors. Here the inverted file
* pre-selects the vectors to be searched, but they are not otherwise * pre-selects the vectors to be searched, but they are not otherwise
* encoded. * encoded, the code array just contains the raw float entries.
*/ */
struct IndexIVFFlat: IndexIVF { struct IndexIVFFlat: IndexIVF {
/** Inverted list of original vectors. Each list is a nl * d
* matrix, where nl is the nb of vectors stored in the list. */
std::vector < std::vector<float> > vecs;
IndexIVFFlat ( IndexIVFFlat (
Index * quantizer, size_t d, size_t nlist_, Index * quantizer, size_t d, size_t nlist_,
...@@ -145,17 +184,11 @@ struct IndexIVFFlat: IndexIVF { ...@@ -145,17 +184,11 @@ struct IndexIVFFlat: IndexIVF {
/// implemented for all IndexIVF* classes /// implemented for all IndexIVF* classes
void add_with_ids(idx_t n, const float* x, const long* xids) override; void add_with_ids(idx_t n, const float* x, const long* xids) override;
void search(
idx_t n,
const float* x,
idx_t k,
float* distances,
idx_t* labels) const override;
/// perform search, without computing the assignment to the quantizer
void search_preassigned (idx_t n, const float *x, idx_t k, void search_preassigned (idx_t n, const float *x, idx_t k,
const idx_t *assign, const idx_t *assign,
float *distances, idx_t *labels) const; const float *centroid_dis,
float *distances, idx_t *labels,
bool store_pairs) const override;
void range_search( void range_search(
idx_t n, idx_t n,
...@@ -163,30 +196,6 @@ struct IndexIVFFlat: IndexIVF { ...@@ -163,30 +196,6 @@ struct IndexIVFFlat: IndexIVF {
float radius, float radius,
RangeSearchResult* result) const override; RangeSearchResult* result) const override;
/** copy a subset of the entries index to the other index
*
* if subset_type == 0: copies ids in [a1, a2)
* if subset_type == 1: copies ids if id % a1 == a2
*/
void copy_subset_to (IndexIVFFlat & other, int subset_type,
long a1, long a2) const;
void reset() override;
long remove_ids(const IDSelector& sel) override;
/// Implementation of the search for the inner product metric
void search_knn_inner_product (
size_t nx, const float * x,
const long * keys,
float_minheap_array_t * res) const;
/// Implementation of the search for the L2 metric
void search_knn_L2sqr (
size_t nx, const float * x,
const long * keys,
float_maxheap_array_t * res) const;
/** Update a subset of vectors. /** Update a subset of vectors.
* *
* The index must have a direct_map * The index must have a direct_map
...@@ -199,37 +208,9 @@ struct IndexIVFFlat: IndexIVF { ...@@ -199,37 +208,9 @@ struct IndexIVFFlat: IndexIVF {
void reconstruct(idx_t key, float* recons) const override; void reconstruct(idx_t key, float* recons) const override;
void merge_from_residuals(IndexIVF& other) override;
IndexIVFFlat () {} IndexIVFFlat () {}
}; };
struct IndexIVFFlatIPBounds: IndexIVFFlat {
/// nb of dimensions of pre-filter
size_t fsize;
/// norm of remainder (dimensions fsize:d)
std::vector<std::vector<float> > part_norms;
IndexIVFFlatIPBounds (
Index * quantizer, size_t d, size_t nlist,
size_t fsize);
void add_core(
idx_t n,
const float* x,
const long* xids,
const long* precomputed_idx) override;
void search(
idx_t n,
const float* x,
idx_t k,
float* distances,
idx_t* labels) const override;
};
} // namespace faiss } // namespace faiss
......
IndexIVFPQ.cpp
View file @ d8eeceb8
...@@ -50,7 +50,6 @@ IndexIVFPQ::IndexIVFPQ (Index * quantizer, size_t d, size_t nlist, ...@@ -50,7 +50,6 @@ IndexIVFPQ::IndexIVFPQ (Index * quantizer, size_t d, size_t nlist,
FAISS_THROW_IF_NOT (nbits_per_idx <= 8); FAISS_THROW_IF_NOT (nbits_per_idx <= 8);
code_size = pq.code_size; code_size = pq.code_size;
is_trained = false; is_trained = false;
codes.resize (nlist);
by_residual = true; by_residual = true;
use_precomputed_table = 0; use_precomputed_table = 0;
scan_table_threshold = 0; scan_table_threshold = 0;
...@@ -102,6 +101,8 @@ void IndexIVFPQ::train_residual_o (idx_t n, const float *x, float *residuals_2) ...@@ -102,6 +101,8 @@ void IndexIVFPQ::train_residual_o (idx_t n, const float *x, float *residuals_2)
pq.train (n, trainset); pq.train (n, trainset);
if (do_polysemous_training) { if (do_polysemous_training) {
if (verbose)
printf("doing polysemous training for PQ\n");
PolysemousTraining default_pt; PolysemousTraining default_pt;
PolysemousTraining *pt = polysemous_training; PolysemousTraining *pt = polysemous_training;
if (!pt) pt = &default_pt; if (!pt) pt = &default_pt;
...@@ -319,42 +320,6 @@ void IndexIVFPQ::reconstruct (idx_t key, float * recons) const ...@@ -319,42 +320,6 @@ void IndexIVFPQ::reconstruct (idx_t key, float * recons) const
void IndexIVFPQ::merge_from_residuals (IndexIVF &other_in)
{
IndexIVFPQ &other = dynamic_cast<IndexIVFPQ &> (other_in);
for (int i = 0; i < nlist; i++) {
codes[i].insert (codes[i].end(),
other.codes[i].begin(), other.codes[i].end());
other.codes[i].clear();
}
}
void IndexIVFPQ::copy_subset_to (IndexIVFPQ & other, int subset_type,
long a1, long a2) const
{
FAISS_THROW_IF_NOT (nlist == other.nlist);
FAISS_THROW_IF_NOT (!other.maintain_direct_map);
size_t code_size = pq.code_size;
for (long list_no = 0; list_no < nlist; list_no++) {
const std::vector<idx_t> & ids_in = ids[list_no];
std::vector<idx_t> & ids_out = other.ids[list_no];
const std::vector<uint8_t> & codes_in = codes[list_no];
std::vector<uint8_t> & codes_out = other.codes[list_no];
for (long i = 0; i < ids_in.size(); i++) {
idx_t id = ids_in[i];
if (subset_type == 0 && a1 <= id && id < a2) {
ids_out.push_back (id);
codes_out.insert (codes_out.end(),
codes_in.begin() + i * code_size,
codes_in.begin() + (i + 1) * code_size);
other.ntotal++;
}
}
}
}
...@@ -390,12 +355,10 @@ void IndexIVFPQ::copy_subset_to (IndexIVFPQ & other, int subset_type, ...@@ -390,12 +355,10 @@ void IndexIVFPQ::copy_subset_to (IndexIVFPQ & other, int subset_type,
void IndexIVFPQ::precompute_table () void IndexIVFPQ::precompute_table ()
{ {
if (use_precomputed_table == 0) { // then choose the type of table if (use_precomputed_table == 0) { // then choose the type of table
if (quantizer->metric_type == METRIC_INNER_PRODUCT) { if (quantizer->metric_type == METRIC_INNER_PRODUCT) {
fprintf(stderr, "IndexIVFPQ::precompute_table: WARN precomputed " fprintf(stderr, "IndexIVFPQ::precompute_table: WARN precomputed "
"tables not supported for inner product quantizers\n"); "tables not needed for inner product quantizers\n");
return; return;
} }
const MultiIndexQuantizer *miq = const MultiIndexQuantizer *miq =
...@@ -406,6 +369,10 @@ void IndexIVFPQ::precompute_table () ...@@ -406,6 +369,10 @@ void IndexIVFPQ::precompute_table ()
use_precomputed_table = 1; use_precomputed_table = 1;
} // otherwise assume user has set appropriate flag on input } // otherwise assume user has set appropriate flag on input
if (verbose) {
printf ("precomputing IVFPQ tables type %d\n",
use_precomputed_table);
}
// squared norms of the PQ centroids // squared norms of the PQ centroids
std::vector<float> r_norms (pq.M * pq.ksub, NAN); std::vector<float> r_norms (pq.M * pq.ksub, NAN);
...@@ -960,15 +927,17 @@ void IndexIVFPQStats::reset () { ...@@ -960,15 +927,17 @@ void IndexIVFPQStats::reset () {
} }
void IndexIVFPQ::search_knn_with_key (
size_t nx, void IndexIVFPQ::search_preassigned (idx_t nx, const float *qx, idx_t k,
const float * qx, const idx_t *keys,
const long * keys, const float *coarse_dis,
const float * coarse_dis, float *distances, idx_t *labels,
float_maxheap_array_t * res,
bool store_pairs) const bool store_pairs) const
{ {
const size_t k = res->k; float_maxheap_array_t res = {
size_t(nx), size_t(k),
labels, distances
};
#pragma omp parallel #pragma omp parallel
{ {
...@@ -984,8 +953,8 @@ void IndexIVFPQ::search_knn_with_key ( ...@@ -984,8 +953,8 @@ void IndexIVFPQ::search_knn_with_key (
const float *qi = qx + i * d; const float *qi = qx + i * d;
const long * keysi = keys + i * nprobe; const long * keysi = keys + i * nprobe;
const float *coarse_dis_i = coarse_dis + i * nprobe; const float *coarse_dis_i = coarse_dis + i * nprobe;
float * heap_sim = res->get_val (i); float * heap_sim = res.get_val (i);
long * heap_ids = res->get_ids (i); long * heap_ids = res.get_ids (i);
uint64_t t0; uint64_t t0;
TIC; TIC;
...@@ -1004,10 +973,11 @@ void IndexIVFPQ::search_knn_with_key ( ...@@ -1004,10 +973,11 @@ void IndexIVFPQ::search_knn_with_key (
// not enough centroids for multiprobe // not enough centroids for multiprobe
continue; continue;
} }
if (key >= (long) nlist) { FAISS_THROW_IF_NOT_FMT (
fprintf (stderr, "Invalid key=%ld nlist=%ld\n", key, nlist); key < (long) nlist,
throw; "Invalid key=%ld at ik=%ld nlist=%ld\n",
} key, ik, nlist);
size_t list_size = ids[key].size(); size_t list_size = ids[key].size();
stats_nlist ++; stats_nlist ++;
nscan += list_size; nscan += list_size;
...@@ -1059,65 +1029,6 @@ void IndexIVFPQ::search_knn_with_key ( ...@@ -1059,65 +1029,6 @@ void IndexIVFPQ::search_knn_with_key (
} }
void IndexIVFPQ::search (idx_t n, const float *x, idx_t k,
float *distances, idx_t *labels) const
{
long * idx = new long [n * nprobe];
ScopeDeleter<long> del (idx);
float * coarse_dis = new float [n * nprobe];
ScopeDeleter<float> del2 (coarse_dis);
uint64_t t0;
TIC;
quantizer->search (n, x, nprobe, coarse_dis, idx);
indexIVFPQ_stats.assign_cycles += TOC;
TIC;
float_maxheap_array_t res = { size_t(n), size_t(k), labels, distances};
search_knn_with_key (n, x, idx, coarse_dis, &res);
indexIVFPQ_stats.search_cycles += TOC;
}
void IndexIVFPQ::reset()
{
IndexIVF::reset();
for (size_t key = 0; key < nlist; key++) {
codes[key].clear();
}
}
long IndexIVFPQ::remove_ids (const IDSelector & sel)
{
FAISS_THROW_IF_NOT_MSG (!maintain_direct_map,
"direct map remove not implemented");
long nremove = 0;
#pragma omp parallel for reduction(+: nremove)
for (long i = 0; i < nlist; i++) {
std::vector<idx_t> & idsi = ids[i];
uint8_t * codesi = codes[i].data();
long l = idsi.size(), j = 0;
while (j < l) {
if (sel.is_member (idsi[j])) {
l--;
idsi [j] = idsi [l];
memmove (codesi + j * code_size,
codesi + l * code_size, code_size);
} else {
j++;
}
}
if (l < idsi.size()) {
nremove += idsi.size() - l;
idsi.resize (l);
codes[i].resize (l * code_size);
}
}
ntotal -= nremove;
return nremove;
}
IndexIVFPQ::IndexIVFPQ () IndexIVFPQ::IndexIVFPQ ()
...@@ -1275,9 +1186,9 @@ void IndexIVFPQR::search ( ...@@ -1275,9 +1186,9 @@ void IndexIVFPQR::search (
float *coarse_distances = new float [k_coarse * n]; float *coarse_distances = new float [k_coarse * n];
ScopeDeleter<float> del(coarse_distances); ScopeDeleter<float> del(coarse_distances);
faiss::float_maxheap_array_t res_coarse = { search_preassigned (n, x, k_coarse,
size_t(n), k_coarse, coarse_labels, coarse_distances}; idx, L1_dis, coarse_distances, coarse_labels,
search_knn_with_key (n, x, idx, L1_dis, &res_coarse, true); true);
} }
...@@ -1359,13 +1270,19 @@ void IndexIVFPQR::reconstruct_n (idx_t i0, idx_t ni, float *recons) const ...@@ -1359,13 +1270,19 @@ void IndexIVFPQR::reconstruct_n (idx_t i0, idx_t ni, float *recons) const
} }
void IndexIVFPQR::merge_from_residuals (IndexIVF &other_in)
void IndexIVFPQR::merge_from (IndexIVF &other_in, idx_t add_id)
{ {
IndexIVFPQR &other = dynamic_cast<IndexIVFPQR &> (other_in); IndexIVFPQR *other = dynamic_cast<IndexIVFPQR *> (&other_in);
IndexIVFPQ::merge_from_residuals (other); FAISS_THROW_IF_NOT(other);
IndexIVF::merge_from (other_in, add_id);
refine_codes.insert (refine_codes.end(), refine_codes.insert (refine_codes.end(),
other.refine_codes.begin(), other.refine_codes.end()); other->refine_codes.begin(),
other.refine_codes.clear(); other->refine_codes.end());
other->refine_codes.clear();
} }
long IndexIVFPQR::remove_ids(const IDSelector& /*sel*/) { long IndexIVFPQR::remove_ids(const IDSelector& /*sel*/) {
...@@ -1479,15 +1396,18 @@ IndexIVFPQCompact::~IndexIVFPQCompact () ...@@ -1479,15 +1396,18 @@ IndexIVFPQCompact::~IndexIVFPQCompact ()
} }
void IndexIVFPQCompact::search_knn_with_key (
size_t nx,
const float * qx, void IndexIVFPQCompact::search_preassigned (idx_t nx, const float *qx, idx_t k,
const long * keys, const idx_t *keys,
const float * coarse_dis, const float *coarse_dis,
float_maxheap_array_t * res, float *distances, idx_t *labels,
bool store_pairs) const bool store_pairs) const
{ {
const size_t k = res->k; float_maxheap_array_t res = {
size_t(nx), size_t(k),
labels, distances
};
#pragma omp parallel #pragma omp parallel
{ {
...@@ -1503,8 +1423,8 @@ void IndexIVFPQCompact::search_knn_with_key ( ...@@ -1503,8 +1423,8 @@ void IndexIVFPQCompact::search_knn_with_key (
const float *qi = qx + i * d; const float *qi = qx + i * d;
const long * keysi = keys + i * nprobe; const long * keysi = keys + i * nprobe;
const float *coarse_dis_i = coarse_dis + i * nprobe; const float *coarse_dis_i = coarse_dis + i * nprobe;
float * heap_sim = res->get_val (i); float * heap_sim = res.get_val (i);
long * heap_ids = res->get_ids (i); long * heap_ids = res.get_ids (i);
uint64_t t0; uint64_t t0;
TIC; TIC;
......
IndexIVFPQ.h
View file @ d8eeceb8
...@@ -29,7 +29,6 @@ namespace faiss { ...@@ -29,7 +29,6 @@ namespace faiss {
struct IndexIVFPQ: IndexIVF { struct IndexIVFPQ: IndexIVF {
bool by_residual; ///< Encode residual or plain vector? bool by_residual; ///< Encode residual or plain vector?
int use_precomputed_table; ///< if by_residual, build precompute tables int use_precomputed_table; ///< if by_residual, build precompute tables
size_t code_size; ///< code size per vector in bytes
ProductQuantizer pq; ///< produces the codes ProductQuantizer pq; ///< produces the codes
bool do_polysemous_training; ///< reorder PQ centroids after training? bool do_polysemous_training; ///< reorder PQ centroids after training?
...@@ -40,7 +39,6 @@ struct IndexIVFPQ: IndexIVF { ...@@ -40,7 +39,6 @@ struct IndexIVFPQ: IndexIVF {
size_t max_codes; ///< max nb of codes to visit to do a query size_t max_codes; ///< max nb of codes to visit to do a query
int polysemous_ht; ///< Hamming thresh for polysemous filtering int polysemous_ht; ///< Hamming thresh for polysemous filtering
std::vector < std::vector<uint8_t> > codes; // binary codes, size nlist
/// if use_precompute_table /// if use_precompute_table
/// size nlist * pq.M * pq.ksub /// size nlist * pq.M * pq.ksub
...@@ -60,17 +58,6 @@ struct IndexIVFPQ: IndexIVF { ...@@ -60,17 +58,6 @@ struct IndexIVFPQ: IndexIVF {
const long *xids, float *residuals_2, const long *xids, float *residuals_2,
const long *precomputed_idx = nullptr); const long *precomputed_idx = nullptr);
void search(
idx_t n,
const float* x,
idx_t k,
float* distances,
idx_t* labels) const override;
void reset() override;
long remove_ids(const IDSelector& sel) override;
/// trains the product quantizer /// trains the product quantizer
void train_residual(idx_t n, const float* x) override; void train_residual(idx_t n, const float* x) override;
...@@ -121,49 +108,23 @@ struct IndexIVFPQ: IndexIVF { ...@@ -121,49 +108,23 @@ struct IndexIVFPQ: IndexIVF {
void decode_multiple (size_t n, const long *keys, void decode_multiple (size_t n, const long *keys,
const uint8_t * xcodes, float * x) const; const uint8_t * xcodes, float * x) const;
/** search a set of vectors, that are pre-quantized by the IVF void search_preassigned (idx_t n, const float *x, idx_t k,
* quantizer. Fill in the corresponding heaps with the query const idx_t *assign,
* results. const float *centroid_dis,
* float *distances, idx_t *labels,
* @param nx nb of vectors to query bool store_pairs) const override;
* @param qx query vectors, size nx * d
* @param keys coarse quantization indices, size nx * nprobe
* @param coarse_dis
* distances to coarse centroids, size nx * nprobe
* @param res heaps for all the results, gives the nprobe
* @param store_pairs store inv list index + inv list offset
* instead in upper/lower 32 bit of result,
* instead of ids (used for reranking).
*/
virtual void search_knn_with_key (
size_t nx,
const float * qx,
const long * keys,
const float * coarse_dis,
float_maxheap_array_t* res,
bool store_pairs = false) const;
/// build precomputed table /// build precomputed table
void precompute_table (); void precompute_table ();
/// used to implement merging
void merge_from_residuals(IndexIVF& other) override;
/** copy a subset of the entries index to the other index
*
* if subset_type == 0: copies ids in [a1, a2)
* if subset_type == 1: copies ids if id % a1 == a2
*/
void copy_subset_to (IndexIVFPQ & other, int subset_type,
long a1, long a2) const;
IndexIVFPQ (); IndexIVFPQ ();
}; };
/// statistics are robust to internal threading, but not if /// statistics are robust to internal threading, but not if
/// IndexIVFPQ::search is called by multiple threads /// IndexIVFPQ::search_preassigned is called by multiple threads
struct IndexIVFPQStats { struct IndexIVFPQStats {
size_t nq; // nb of queries run size_t nq; // nb of queries run
size_t nlist; // nb of inverted lists scanned size_t nlist; // nb of inverted lists scanned
...@@ -222,6 +183,9 @@ struct IndexIVFPQR: IndexIVFPQ { ...@@ -222,6 +183,9 @@ struct IndexIVFPQR: IndexIVFPQ {
void reconstruct_n(idx_t i0, idx_t ni, float* recons) const override; void reconstruct_n(idx_t i0, idx_t ni, float* recons) const override;
void merge_from (IndexIVF &other, idx_t add_id) override;
void search( void search(
idx_t n, idx_t n,
const float* x, const float* x,
...@@ -229,8 +193,6 @@ struct IndexIVFPQR: IndexIVFPQ { ...@@ -229,8 +193,6 @@ struct IndexIVFPQR: IndexIVFPQ {
float* distances, float* distances,
idx_t* labels) const override; idx_t* labels) const override;
void merge_from_residuals(IndexIVF& other) override;
IndexIVFPQR(); IndexIVFPQR();
}; };
...@@ -261,13 +223,11 @@ struct IndexIVFPQCompact: IndexIVFPQ { ...@@ -261,13 +223,11 @@ struct IndexIVFPQCompact: IndexIVFPQ {
char * mmap_buffer; char * mmap_buffer;
long mmap_length; long mmap_length;
void search_knn_with_key( void search_preassigned (idx_t n, const float *x, idx_t k,
size_t nx, const idx_t *assign,
const float* qx, const float *centroid_dis,
const long* keys, float *distances, idx_t *labels,
const float* coarse_dis, bool store_pairs) const override;
float_maxheap_array_t* res,
bool store_pairs = false) const override;
/// the three following functions will fail at runtime /// the three following functions will fail at runtime
void add(idx_t, const float*) override; void add(idx_t, const float*) override;
......
IndexScalarQuantizer.cpp
View file @ d8eeceb8
...@@ -814,11 +814,10 @@ IndexIVFScalarQuantizer::IndexIVFScalarQuantizer ...@@ -814,11 +814,10 @@ IndexIVFScalarQuantizer::IndexIVFScalarQuantizer
{ {
code_size = sq.code_size; code_size = sq.code_size;
is_trained = false; is_trained = false;
codes.resize(nlist);
} }
IndexIVFScalarQuantizer::IndexIVFScalarQuantizer (): IndexIVFScalarQuantizer::IndexIVFScalarQuantizer ():
IndexIVF (), code_size (0) IndexIVF ()
{} {}
void IndexIVFScalarQuantizer::train_residual (idx_t n, const float *x) void IndexIVFScalarQuantizer::train_residual (idx_t n, const float *x)
...@@ -885,7 +884,8 @@ void search_with_probes_ip (const IndexIVFScalarQuantizer & index, ...@@ -885,7 +884,8 @@ void search_with_probes_ip (const IndexIVFScalarQuantizer & index,
const float *x, const float *x,
const idx_t *cent_ids, const float *cent_dis, const idx_t *cent_ids, const float *cent_dis,
const Quantizer & quant, const Quantizer & quant,
int k, float *simi, idx_t *idxi) int k, float *simi, idx_t *idxi,
bool store_pairs)
{ {
int nprobe = index.nprobe; int nprobe = index.nprobe;
size_t code_size = index.code_size; size_t code_size = index.code_size;
...@@ -908,7 +908,8 @@ void search_with_probes_ip (const IndexIVFScalarQuantizer & index, ...@@ -908,7 +908,8 @@ void search_with_probes_ip (const IndexIVFScalarQuantizer & index,
if (accu > simi [0]) { if (accu > simi [0]) {
minheap_pop (k, simi, idxi); minheap_pop (k, simi, idxi);
minheap_push (k, simi, idxi, accu, ids[j]); long id = store_pairs ? (list_no << 32 | j) : ids[j];
minheap_push (k, simi, idxi, accu, id);
} }
codes += code_size; codes += code_size;
} }
...@@ -922,7 +923,8 @@ void search_with_probes_L2 (const IndexIVFScalarQuantizer & index, ...@@ -922,7 +923,8 @@ void search_with_probes_L2 (const IndexIVFScalarQuantizer & index,
const idx_t *cent_ids, const idx_t *cent_ids,
const Index *quantizer, const Index *quantizer,
const Quantizer & quant, const Quantizer & quant,
int k, float *simi, idx_t *idxi) int k, float *simi, idx_t *idxi,
bool store_pairs)
{ {
int nprobe = index.nprobe; int nprobe = index.nprobe;
size_t code_size = index.code_size; size_t code_size = index.code_size;
...@@ -947,7 +949,8 @@ void search_with_probes_L2 (const IndexIVFScalarQuantizer & index, ...@@ -947,7 +949,8 @@ void search_with_probes_L2 (const IndexIVFScalarQuantizer & index,
if (dis < simi [0]) { if (dis < simi [0]) {
maxheap_pop (k, simi, idxi); maxheap_pop (k, simi, idxi);
maxheap_push (k, simi, idxi, dis, ids[j]); long id = store_pairs ? (list_no << 32 | j) : ids[j];
maxheap_push (k, simi, idxi, dis, id);
} }
codes += code_size; codes += code_size;
} }
...@@ -955,48 +958,34 @@ void search_with_probes_L2 (const IndexIVFScalarQuantizer & index, ...@@ -955,48 +958,34 @@ void search_with_probes_L2 (const IndexIVFScalarQuantizer & index,
maxheap_reorder (k, simi, idxi); maxheap_reorder (k, simi, idxi);
} }
void IndexIVFScalarQuantizer::search_preassigned (
void IndexIVFScalarQuantizer::search (idx_t n, const float *x, idx_t k, idx_t n, const float *x, idx_t k,
float *distances, idx_t *labels) const const idx_t *idx,
const float *dis,
float *distances, idx_t *labels,
bool store_pairs) const
{ {
FAISS_THROW_IF_NOT (is_trained); FAISS_THROW_IF_NOT (is_trained);
idx_t *idx = new idx_t [n * nprobe];
ScopeDeleter<idx_t> del (idx);
float *dis = new float [n * nprobe];
ScopeDeleter<float> del2 (dis);
quantizer->search (n, x, nprobe, dis, idx);
Quantizer *squant = select_quantizer (sq); Quantizer *squant = select_quantizer (sq);
ScopeDeleter1<Quantizer> del3(squant); ScopeDeleter1<Quantizer> del(squant);
if (metric_type == METRIC_INNER_PRODUCT) { if (metric_type == METRIC_INNER_PRODUCT) {
#pragma omp parallel for #pragma omp parallel for
for (size_t i = 0; i < n; i++) { for (size_t i = 0; i < n; i++) {
search_with_probes_ip (*this, x + i * d, search_with_probes_ip (*this, x + i * d,
idx + i * nprobe, dis + i * nprobe, *squant, idx + i * nprobe, dis + i * nprobe, *squant,
k, distances + i * k, labels + i * k); k, distances + i * k, labels + i * k,
store_pairs);
} }
} else { } else {
#pragma omp parallel for #pragma omp parallel for
for (size_t i = 0; i < n; i++) { for (size_t i = 0; i < n; i++) {
search_with_probes_L2 (*this, x + i * d, search_with_probes_L2 (*this, x + i * d,
idx + i * nprobe, quantizer, *squant, idx + i * nprobe, quantizer, *squant,
k, distances + i * k, labels + i * k); k, distances + i * k, labels + i * k,
} store_pairs);
} }
}
void IndexIVFScalarQuantizer::merge_from_residuals (IndexIVF & other_in) {
IndexIVFScalarQuantizer &other =
dynamic_cast<IndexIVFScalarQuantizer &> (other_in);
for (int i = 0; i < nlist; i++) {
std::vector<uint8_t> & src = other.codes[i];
std::vector<uint8_t> & dest = codes[i];
dest.insert (dest.end(), src.begin (), src.end ());
src.clear ();
} }
} }
......
IndexScalarQuantizer.h
View file @ d8eeceb8
...@@ -129,11 +129,6 @@ struct IndexScalarQuantizer: Index { ...@@ -129,11 +129,6 @@ struct IndexScalarQuantizer: Index {
struct IndexIVFScalarQuantizer:IndexIVF { struct IndexIVFScalarQuantizer:IndexIVF {
ScalarQuantizer sq; ScalarQuantizer sq;
size_t code_size;
/// inverted list codes.
std::vector<std::vector<uint8_t> > codes;
IndexIVFScalarQuantizer(Index *quantizer, size_t d, size_t nlist, IndexIVFScalarQuantizer(Index *quantizer, size_t d, size_t nlist,
ScalarQuantizer::QuantizerType qtype, ScalarQuantizer::QuantizerType qtype,
MetricType metric = METRIC_L2); MetricType metric = METRIC_L2);
...@@ -144,14 +139,12 @@ struct IndexIVFScalarQuantizer:IndexIVF { ...@@ -144,14 +139,12 @@ struct IndexIVFScalarQuantizer:IndexIVF {
void add_with_ids(idx_t n, const float* x, const long* xids) override; void add_with_ids(idx_t n, const float* x, const long* xids) override;
void search( void search_preassigned (idx_t n, const float *x, idx_t k,
idx_t n, const idx_t *assign,
const float* x, const float *centroid_dis,
idx_t k, float *distances, idx_t *labels,
float* distances, bool store_pairs) const override;
idx_t* labels) const override;
void merge_from_residuals(IndexIVF& other) override;
}; };
......
VectorTransform.cpp
View file @ d8eeceb8
...@@ -373,7 +373,7 @@ void PCAMatrix::train (Index::idx_t n, const float *x) ...@@ -373,7 +373,7 @@ void PCAMatrix::train (Index::idx_t n, const float *x)
eig (n, gramd.data (), eigenvaluesd.data (), verbose); eig (n, gramd.data (), eigenvaluesd.data (), verbose);
PCAMat.resize(d_in * d_in); PCAMat.resize(d_in * n);
for (size_t i = 0; i < n * n; i++) for (size_t i = 0; i < n * n; i++)
gram [i] = gramd [i]; gram [i] = gramd [i];
...@@ -393,7 +393,6 @@ void PCAMatrix::train (Index::idx_t n, const float *x) ...@@ -393,7 +393,6 @@ void PCAMatrix::train (Index::idx_t n, const float *x)
&one, PCAMat.data(), &di); &one, PCAMat.data(), &di);
} }
if(verbose && d_in <= 10) { if(verbose && d_in <= 10) {
float *ci = PCAMat.data(); float *ci = PCAMat.data();
printf("PCAMat=\n"); printf("PCAMat=\n");
...@@ -407,8 +406,6 @@ void PCAMatrix::train (Index::idx_t n, const float *x) ...@@ -407,8 +406,6 @@ void PCAMatrix::train (Index::idx_t n, const float *x)
} }
prepare_Ab(); prepare_Ab();
is_trained = true; is_trained = true;
} }
...@@ -427,6 +424,10 @@ void PCAMatrix::prepare_Ab () ...@@ -427,6 +424,10 @@ void PCAMatrix::prepare_Ab ()
{ {
if (!random_rotation) { if (!random_rotation) {
FAISS_THROW_IF_NOT_MSG (
d_out * d_in <= PCAMat.size(),
"PCA matrix was trained on too few examples "
"to output this number of dimensions");
A = PCAMat; A = PCAMat;
A.resize(d_out * d_in); // strip off useless dimensions A.resize(d_out * d_in); // strip off useless dimensions
......
docs/html/2-IVFFlat_8cpp_source.html
View file @ d8eeceb8
...@@ -170,7 +170,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -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="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="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_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#l00132">IndexIVF.h:132</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><!-- fragment --></div><!-- contents --> </div><!-- fragment --></div><!-- contents -->
<!-- start footer part --> <!-- start footer part -->
<hr class="footer"/><address class="footer"><small> <hr class="footer"/><address class="footer"><small>
......
docs/html/AutoTune_8cpp_source.html
View file @ d8eeceb8
...@@ -925,7 +925,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -925,7 +925,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="ttc" id="structfaiss_1_1ScalarQuantizer_html_a1201dbd1611fa5c10782ade5d0e4952e"><div class="ttname"><a href="structfaiss_1_1ScalarQuantizer.html#a1201dbd1611fa5c10782ade5d0e4952e">faiss::ScalarQuantizer::QuantizerType</a></div><div class="ttdeci">QuantizerType</div><div class="ttdef"><b>Definition:</b> <a href="IndexScalarQuantizer_8h_source.html#l00032">IndexScalarQuantizer.h:32</a></div></div> <div class="ttc" id="structfaiss_1_1ScalarQuantizer_html_a1201dbd1611fa5c10782ade5d0e4952e"><div class="ttname"><a href="structfaiss_1_1ScalarQuantizer.html#a1201dbd1611fa5c10782ade5d0e4952e">faiss::ScalarQuantizer::QuantizerType</a></div><div class="ttdeci">QuantizerType</div><div class="ttdef"><b>Definition:</b> <a href="IndexScalarQuantizer_8h_source.html#l00032">IndexScalarQuantizer.h:32</a></div></div>
<div class="ttc" id="structfaiss_1_1IndexFlat_html"><div class="ttname"><a href="structfaiss_1_1IndexFlat.html">faiss::IndexFlat</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexFlat_8h_source.html#l00023">IndexFlat.h:23</a></div></div> <div class="ttc" id="structfaiss_1_1IndexFlat_html"><div class="ttname"><a href="structfaiss_1_1IndexFlat.html">faiss::IndexFlat</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexFlat_8h_source.html#l00023">IndexFlat.h:23</a></div></div>
<div class="ttc" id="structfaiss_1_1OperatingPoint_html_a2c023f1484e4748e3e97681bb1f4b78e"><div class="ttname"><a href="structfaiss_1_1OperatingPoint.html#a2c023f1484e4748e3e97681bb1f4b78e">faiss::OperatingPoint::cno</a></div><div class="ttdeci">long cno</div><div class="ttdoc">integer identifer </div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8h_source.html#l00090">AutoTune.h:90</a></div></div> <div class="ttc" id="structfaiss_1_1OperatingPoint_html_a2c023f1484e4748e3e97681bb1f4b78e"><div class="ttname"><a href="structfaiss_1_1OperatingPoint.html#a2c023f1484e4748e3e97681bb1f4b78e">faiss::OperatingPoint::cno</a></div><div class="ttdeci">long cno</div><div class="ttdoc">integer identifer </div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8h_source.html#l00090">AutoTune.h:90</a></div></div>
<div class="ttc" id="structfaiss_1_1IndexIVFPQR_html"><div class="ttname"><a href="structfaiss_1_1IndexIVFPQR.html">faiss::IndexIVFPQR</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexIVFPQ_8h_source.html#l00198">IndexIVFPQ.h:198</a></div></div> <div class="ttc" id="structfaiss_1_1IndexIVFPQR_html"><div class="ttname"><a href="structfaiss_1_1IndexIVFPQR.html">faiss::IndexIVFPQR</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexIVFPQ_8h_source.html#l00159">IndexIVFPQ.h:159</a></div></div>
<div class="ttc" id="structfaiss_1_1IndexPQ_html_af616e1f3c7bff7f62c2607b8079da43f"><div class="ttname"><a href="structfaiss_1_1IndexPQ.html#af616e1f3c7bff7f62c2607b8079da43f">faiss::IndexPQ::do_polysemous_training</a></div><div class="ttdeci">bool do_polysemous_training</div><div class="ttdoc">false = standard PQ </div><div class="ttdef"><b>Definition:</b> <a href="IndexPQ_8h_source.html#l00069">IndexPQ.h:69</a></div></div> <div class="ttc" id="structfaiss_1_1IndexPQ_html_af616e1f3c7bff7f62c2607b8079da43f"><div class="ttname"><a href="structfaiss_1_1IndexPQ.html#af616e1f3c7bff7f62c2607b8079da43f">faiss::IndexPQ::do_polysemous_training</a></div><div class="ttdeci">bool do_polysemous_training</div><div class="ttdoc">false = standard PQ </div><div class="ttdef"><b>Definition:</b> <a href="IndexPQ_8h_source.html#l00069">IndexPQ.h:69</a></div></div>
<div class="ttc" id="structfaiss_1_1OperatingPoints_html_a1702eeb680ce73ca8c1fd071955f0679"><div class="ttname"><a href="structfaiss_1_1OperatingPoints.html#a1702eeb680ce73ca8c1fd071955f0679">faiss::OperatingPoints::clear</a></div><div class="ttdeci">void clear()</div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8cpp_source.html#l00102">AutoTune.cpp:102</a></div></div> <div class="ttc" id="structfaiss_1_1OperatingPoints_html_a1702eeb680ce73ca8c1fd071955f0679"><div class="ttname"><a href="structfaiss_1_1OperatingPoints.html#a1702eeb680ce73ca8c1fd071955f0679">faiss::OperatingPoints::clear</a></div><div class="ttdeci">void clear()</div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8cpp_source.html#l00102">AutoTune.cpp:102</a></div></div>
<div class="ttc" id="structfaiss_1_1OperatingPoint_html"><div class="ttname"><a href="structfaiss_1_1OperatingPoint.html">faiss::OperatingPoint</a></div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8h_source.html#l00086">AutoTune.h:86</a></div></div> <div class="ttc" id="structfaiss_1_1OperatingPoint_html"><div class="ttname"><a href="structfaiss_1_1OperatingPoint.html">faiss::OperatingPoint</a></div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8h_source.html#l00086">AutoTune.h:86</a></div></div>
...@@ -943,13 +943,13 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -943,13 +943,13 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="ttc" id="structfaiss_1_1OperatingPoints_html_a7afabe0576800255eeec680486cb30df"><div class="ttname"><a href="structfaiss_1_1OperatingPoints.html#a7afabe0576800255eeec680486cb30df">faiss::OperatingPoints::add</a></div><div class="ttdeci">bool add(double perf, double t, const std::string &amp;key, size_t cno=0)</div><div class="ttdoc">add a performance measure. Return whether it is an optimal point </div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8cpp_source.html#l00112">AutoTune.cpp:112</a></div></div> <div class="ttc" id="structfaiss_1_1OperatingPoints_html_a7afabe0576800255eeec680486cb30df"><div class="ttname"><a href="structfaiss_1_1OperatingPoints.html#a7afabe0576800255eeec680486cb30df">faiss::OperatingPoints::add</a></div><div class="ttdeci">bool add(double perf, double t, const std::string &amp;key, size_t cno=0)</div><div class="ttdoc">add a performance measure. Return whether it is an optimal point </div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8cpp_source.html#l00112">AutoTune.cpp:112</a></div></div>
<div class="ttc" id="structfaiss_1_1OPQMatrix_html"><div class="ttname"><a href="structfaiss_1_1OPQMatrix.html">faiss::OPQMatrix</a></div><div class="ttdef"><b>Definition:</b> <a href="VectorTransform_8h_source.html#l00180">VectorTransform.h:180</a></div></div> <div class="ttc" id="structfaiss_1_1OPQMatrix_html"><div class="ttname"><a href="structfaiss_1_1OPQMatrix.html">faiss::OPQMatrix</a></div><div class="ttdef"><b>Definition:</b> <a href="VectorTransform_8h_source.html#l00180">VectorTransform.h:180</a></div></div>
<div class="ttc" id="structfaiss_1_1ScopeDeleter1_html"><div class="ttname"><a href="structfaiss_1_1ScopeDeleter1.html">faiss::ScopeDeleter1</a></div><div class="ttdef"><b>Definition:</b> <a href="FaissException_8h_source.html#l00052">FaissException.h:52</a></div></div> <div class="ttc" id="structfaiss_1_1ScopeDeleter1_html"><div class="ttname"><a href="structfaiss_1_1ScopeDeleter1.html">faiss::ScopeDeleter1</a></div><div class="ttdef"><b>Definition:</b> <a href="FaissException_8h_source.html#l00052">FaissException.h:52</a></div></div>
<div class="ttc" id="structfaiss_1_1IndexIVFPQ_html_a9d5373633df7a9bec4de69400b9adeed"><div class="ttname"><a href="structfaiss_1_1IndexIVFPQ.html#a9d5373633df7a9bec4de69400b9adeed">faiss::IndexIVFPQ::do_polysemous_training</a></div><div class="ttdeci">bool do_polysemous_training</div><div class="ttdoc">reorder PQ centroids after training? </div><div class="ttdef"><b>Definition:</b> <a href="IndexIVFPQ_8h_source.html#l00035">IndexIVFPQ.h:35</a></div></div> <div class="ttc" id="structfaiss_1_1IndexIVFPQ_html_a9d5373633df7a9bec4de69400b9adeed"><div class="ttname"><a href="structfaiss_1_1IndexIVFPQ.html#a9d5373633df7a9bec4de69400b9adeed">faiss::IndexIVFPQ::do_polysemous_training</a></div><div class="ttdeci">bool do_polysemous_training</div><div class="ttdoc">reorder PQ centroids after training? </div><div class="ttdef"><b>Definition:</b> <a href="IndexIVFPQ_8h_source.html#l00034">IndexIVFPQ.h:34</a></div></div>
<div class="ttc" id="structfaiss_1_1ParameterSpace_html_aee8fd44e15656ba80fe98de4c65ed767"><div class="ttname"><a href="structfaiss_1_1ParameterSpace.html#aee8fd44e15656ba80fe98de4c65ed767">faiss::ParameterSpace::batchsize</a></div><div class="ttdeci">size_t batchsize</div><div class="ttdoc">maximum number of queries to submit at a time. </div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8h_source.html#l00145">AutoTune.h:145</a></div></div> <div class="ttc" id="structfaiss_1_1ParameterSpace_html_aee8fd44e15656ba80fe98de4c65ed767"><div class="ttname"><a href="structfaiss_1_1ParameterSpace.html#aee8fd44e15656ba80fe98de4c65ed767">faiss::ParameterSpace::batchsize</a></div><div class="ttdeci">size_t batchsize</div><div class="ttdoc">maximum number of queries to submit at a time. </div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8h_source.html#l00145">AutoTune.h:145</a></div></div>
<div class="ttc" id="structfaiss_1_1AutoTuneCriterion_html_a9084449e216b331c5f753a10c6de6a47"><div class="ttname"><a href="structfaiss_1_1AutoTuneCriterion.html#a9084449e216b331c5f753a10c6de6a47">faiss::AutoTuneCriterion::evaluate</a></div><div class="ttdeci">virtual double evaluate(const float *D, const idx_t *I) const =0</div></div> <div class="ttc" id="structfaiss_1_1AutoTuneCriterion_html_a9084449e216b331c5f753a10c6de6a47"><div class="ttname"><a href="structfaiss_1_1AutoTuneCriterion.html#a9084449e216b331c5f753a10c6de6a47">faiss::AutoTuneCriterion::evaluate</a></div><div class="ttdeci">virtual double evaluate(const float *D, const idx_t *I) const =0</div></div>
<div class="ttc" id="structfaiss_1_1IndexPreTransform_html"><div class="ttname"><a href="structfaiss_1_1IndexPreTransform.html">faiss::IndexPreTransform</a></div><div class="ttdef"><b>Definition:</b> <a href="VectorTransform_8h_source.html#l00239">VectorTransform.h:239</a></div></div> <div class="ttc" id="structfaiss_1_1IndexPreTransform_html"><div class="ttname"><a href="structfaiss_1_1IndexPreTransform.html">faiss::IndexPreTransform</a></div><div class="ttdef"><b>Definition:</b> <a href="VectorTransform_8h_source.html#l00239">VectorTransform.h:239</a></div></div>
<div class="ttc" id="structfaiss_1_1IndexIDMap_html"><div class="ttname"><a href="structfaiss_1_1IndexIDMap.html">faiss::IndexIDMap</a></div><div class="ttdef"><b>Definition:</b> <a href="MetaIndexes_8h_source.html#l00026">MetaIndexes.h:26</a></div></div> <div class="ttc" id="structfaiss_1_1IndexIDMap_html"><div class="ttname"><a href="structfaiss_1_1IndexIDMap.html">faiss::IndexIDMap</a></div><div class="ttdef"><b>Definition:</b> <a href="MetaIndexes_8h_source.html#l00026">MetaIndexes.h:26</a></div></div>
<div class="ttc" id="structfaiss_1_1AutoTuneCriterion_html_adcfaafb3f1b3449e2cfd553f0f603a5b"><div class="ttname"><a href="structfaiss_1_1AutoTuneCriterion.html#adcfaafb3f1b3449e2cfd553f0f603a5b">faiss::AutoTuneCriterion::nq</a></div><div class="ttdeci">idx_t nq</div><div class="ttdoc">nb of queries this criterion is evaluated on </div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8h_source.html#l00028">AutoTune.h:28</a></div></div> <div class="ttc" id="structfaiss_1_1AutoTuneCriterion_html_adcfaafb3f1b3449e2cfd553f0f603a5b"><div class="ttname"><a href="structfaiss_1_1AutoTuneCriterion.html#adcfaafb3f1b3449e2cfd553f0f603a5b">faiss::AutoTuneCriterion::nq</a></div><div class="ttdeci">idx_t nq</div><div class="ttdoc">nb of queries this criterion is evaluated on </div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8h_source.html#l00028">AutoTune.h:28</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#l00132">IndexIVF.h:132</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_1OperatingPoints_html_a2829e78e01cc42c3a341622947663b31"><div class="ttname"><a href="structfaiss_1_1OperatingPoints.html#a2829e78e01cc42c3a341622947663b31">faiss::OperatingPoints::optimal_pts</a></div><div class="ttdeci">std::vector&lt; OperatingPoint &gt; optimal_pts</div><div class="ttdoc">optimal operating points, sorted by perf </div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8h_source.html#l00098">AutoTune.h:98</a></div></div> <div class="ttc" id="structfaiss_1_1OperatingPoints_html_a2829e78e01cc42c3a341622947663b31"><div class="ttname"><a href="structfaiss_1_1OperatingPoints.html#a2829e78e01cc42c3a341622947663b31">faiss::OperatingPoints::optimal_pts</a></div><div class="ttdeci">std::vector&lt; OperatingPoint &gt; optimal_pts</div><div class="ttdoc">optimal operating points, sorted by perf </div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8h_source.html#l00098">AutoTune.h:98</a></div></div>
<div class="ttc" id="structfaiss_1_1IndexFlatIP_html"><div class="ttname"><a href="structfaiss_1_1IndexFlatIP.html">faiss::IndexFlatIP</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexFlat_8h_source.html#l00073">IndexFlat.h:73</a></div></div> <div class="ttc" id="structfaiss_1_1IndexFlatIP_html"><div class="ttname"><a href="structfaiss_1_1IndexFlatIP.html">faiss::IndexFlatIP</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexFlat_8h_source.html#l00073">IndexFlat.h:73</a></div></div>
<div class="ttc" id="structfaiss_1_1AutoTuneCriterion_html_a174f0de8e6fd01905f5fa2170f5039d8"><div class="ttname"><a href="structfaiss_1_1AutoTuneCriterion.html#a174f0de8e6fd01905f5fa2170f5039d8">faiss::AutoTuneCriterion::set_groundtruth</a></div><div class="ttdeci">void set_groundtruth(int gt_nnn, const float *gt_D_in, const idx_t *gt_I_in)</div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8cpp_source.html#l00036">AutoTune.cpp:36</a></div></div> <div class="ttc" id="structfaiss_1_1AutoTuneCriterion_html_a174f0de8e6fd01905f5fa2170f5039d8"><div class="ttname"><a href="structfaiss_1_1AutoTuneCriterion.html#a174f0de8e6fd01905f5fa2170f5039d8">faiss::AutoTuneCriterion::set_groundtruth</a></div><div class="ttdeci">void set_groundtruth(int gt_nnn, const float *gt_D_in, const idx_t *gt_I_in)</div><div class="ttdef"><b>Definition:</b> <a href="AutoTune_8cpp_source.html#l00036">AutoTune.cpp:36</a></div></div>
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<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="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_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="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#l00132">IndexIVF.h:132</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_1gpu_1_1GpuIndexFlatConfig_html_afd694186c87751937a646f3db2c8ba3d"><div class="ttname"><a href="structfaiss_1_1gpu_1_1GpuIndexFlatConfig.html#afd694186c87751937a646f3db2c8ba3d">faiss::gpu::GpuIndexFlatConfig::useFloat16</a></div><div class="ttdeci">bool useFloat16</div><div class="ttdoc">Whether or not data is stored as float16. </div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexFlat_8h_source.html#l00035">GpuIndexFlat.h:35</a></div></div> <div class="ttc" id="structfaiss_1_1gpu_1_1GpuIndexFlatConfig_html_afd694186c87751937a646f3db2c8ba3d"><div class="ttname"><a href="structfaiss_1_1gpu_1_1GpuIndexFlatConfig.html#afd694186c87751937a646f3db2c8ba3d">faiss::gpu::GpuIndexFlatConfig::useFloat16</a></div><div class="ttdeci">bool useFloat16</div><div class="ttdoc">Whether or not data is stored as float16. </div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexFlat_8h_source.html#l00035">GpuIndexFlat.h:35</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#l00027">GpuIndex.h:27</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#l00027">GpuIndex.h:27</a></div></div>
<div class="ttc" id="structfaiss_1_1gpu_1_1GpuIndexIVFConfig_html_a6d357a9a67a2fed9c8e7b139712d30f6"><div class="ttname"><a href="structfaiss_1_1gpu_1_1GpuIndexIVFConfig.html#a6d357a9a67a2fed9c8e7b139712d30f6">faiss::gpu::GpuIndexIVFConfig::flatConfig</a></div><div class="ttdeci">GpuIndexFlatConfig flatConfig</div><div class="ttdoc">Configuration for the coarse quantizer object. </div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexIVF_8h_source.html#l00034">GpuIndexIVF.h:34</a></div></div> <div class="ttc" id="structfaiss_1_1gpu_1_1GpuIndexIVFConfig_html_a6d357a9a67a2fed9c8e7b139712d30f6"><div class="ttname"><a href="structfaiss_1_1gpu_1_1GpuIndexIVFConfig.html#a6d357a9a67a2fed9c8e7b139712d30f6">faiss::gpu::GpuIndexIVFConfig::flatConfig</a></div><div class="ttdeci">GpuIndexFlatConfig flatConfig</div><div class="ttdoc">Configuration for the coarse quantizer object. </div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexIVF_8h_source.html#l00034">GpuIndexIVF.h:34</a></div></div>
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...@@ -384,7 +384,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -384,7 +384,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="ttc" id="classfaiss_1_1gpu_1_1GpuIndexIVF_html_a94c2c171f9a2d27085dea9101067bdf2"><div class="ttname"><a href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a94c2c171f9a2d27085dea9101067bdf2">faiss::gpu::GpuIndexIVF::copyFrom</a></div><div class="ttdeci">void copyFrom(const faiss::IndexIVF *index)</div><div class="ttdoc">Copy what we need from the CPU equivalent. </div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexIVF_8cu_source.html#l00080">GpuIndexIVF.cu:80</a></div></div> <div class="ttc" id="classfaiss_1_1gpu_1_1GpuIndexIVF_html_a94c2c171f9a2d27085dea9101067bdf2"><div class="ttname"><a href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a94c2c171f9a2d27085dea9101067bdf2">faiss::gpu::GpuIndexIVF::copyFrom</a></div><div class="ttdeci">void copyFrom(const faiss::IndexIVF *index)</div><div class="ttdoc">Copy what we need from the CPU equivalent. </div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexIVF_8cu_source.html#l00080">GpuIndexIVF.cu:80</a></div></div>
<div class="ttc" id="structfaiss_1_1Index_html_a6e92732617c4dbe364e7678dd8773a7f"><div class="ttname"><a href="structfaiss_1_1Index.html#a6e92732617c4dbe364e7678dd8773a7f">faiss::Index::is_trained</a></div><div class="ttdeci">bool is_trained</div><div class="ttdoc">set if the Index does not require training, or if training is done already </div><div class="ttdef"><b>Definition:</b> <a href="Index_8h_source.html#l00069">Index.h:69</a></div></div> <div class="ttc" id="structfaiss_1_1Index_html_a6e92732617c4dbe364e7678dd8773a7f"><div class="ttname"><a href="structfaiss_1_1Index.html#a6e92732617c4dbe364e7678dd8773a7f">faiss::Index::is_trained</a></div><div class="ttdeci">bool is_trained</div><div class="ttdoc">set if the Index does not require training, or if training is done already </div><div class="ttdef"><b>Definition:</b> <a href="Index_8h_source.html#l00069">Index.h:69</a></div></div>
<div class="ttc" id="classfaiss_1_1gpu_1_1GpuIndexIVF_html_ace41857c97a357284acbe4556c9da3da"><div class="ttname"><a href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#ace41857c97a357284acbe4556c9da3da">faiss::gpu::GpuIndexIVF::add</a></div><div class="ttdeci">void add(Index::idx_t n, const float *x) override</div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexIVF_8cu_source.html#l00215">GpuIndexIVF.cu:215</a></div></div> <div class="ttc" id="classfaiss_1_1gpu_1_1GpuIndexIVF_html_ace41857c97a357284acbe4556c9da3da"><div class="ttname"><a href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#ace41857c97a357284acbe4556c9da3da">faiss::gpu::GpuIndexIVF::add</a></div><div class="ttdeci">void add(Index::idx_t n, const float *x) override</div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexIVF_8cu_source.html#l00215">GpuIndexIVF.cu:215</a></div></div>
<div class="ttc" id="structfaiss_1_1IndexIVF_html_aedd0c14b5654295b291638ec7f9f9517"><div class="ttname"><a href="structfaiss_1_1IndexIVF.html#aedd0c14b5654295b291638ec7f9f9517">faiss::IndexIVF::maintain_direct_map</a></div><div class="ttdeci">bool maintain_direct_map</div><div class="ttdoc">map for direct access to the elements. Enables reconstruct(). </div><div class="ttdef"><b>Definition:</b> <a href="IndexIVF_8h_source.html#l00058">IndexIVF.h:58</a></div></div> <div class="ttc" id="structfaiss_1_1IndexIVF_html_aedd0c14b5654295b291638ec7f9f9517"><div class="ttname"><a href="structfaiss_1_1IndexIVF.html#aedd0c14b5654295b291638ec7f9f9517">faiss::IndexIVF::maintain_direct_map</a></div><div class="ttdeci">bool maintain_direct_map</div><div class="ttdoc">map for direct access to the elements. Enables reconstruct(). </div><div class="ttdef"><b>Definition:</b> <a href="IndexIVF_8h_source.html#l00061">IndexIVF.h:61</a></div></div>
<div class="ttc" id="structfaiss_1_1ClusteringParameters_html_ad997fb511f574f7ddc69938c21612f8d"><div class="ttname"><a href="structfaiss_1_1ClusteringParameters.html#ad997fb511f574f7ddc69938c21612f8d">faiss::ClusteringParameters::spherical</a></div><div class="ttdeci">bool spherical</div><div class="ttdoc">do we want normalized centroids? </div><div class="ttdef"><b>Definition:</b> <a href="Clustering_8h_source.html#l00029">Clustering.h:29</a></div></div> <div class="ttc" id="structfaiss_1_1ClusteringParameters_html_ad997fb511f574f7ddc69938c21612f8d"><div class="ttname"><a href="structfaiss_1_1ClusteringParameters.html#ad997fb511f574f7ddc69938c21612f8d">faiss::ClusteringParameters::spherical</a></div><div class="ttdeci">bool spherical</div><div class="ttdoc">do we want normalized centroids? </div><div class="ttdef"><b>Definition:</b> <a href="Clustering_8h_source.html#l00029">Clustering.h:29</a></div></div>
<div class="ttc" id="classfaiss_1_1gpu_1_1GpuIndexIVF_html_a520803e209b44c904b876d6b8dad23c9"><div class="ttname"><a href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a520803e209b44c904b876d6b8dad23c9">faiss::gpu::GpuIndexIVF::cp</a></div><div class="ttdeci">ClusteringParameters cp</div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexIVF_8h_source.html#l00082">GpuIndexIVF.h:82</a></div></div> <div class="ttc" id="classfaiss_1_1gpu_1_1GpuIndexIVF_html_a520803e209b44c904b876d6b8dad23c9"><div class="ttname"><a href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a520803e209b44c904b876d6b8dad23c9">faiss::gpu::GpuIndexIVF::cp</a></div><div class="ttdeci">ClusteringParameters cp</div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexIVF_8h_source.html#l00082">GpuIndexIVF.h:82</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> <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="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="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_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_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_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="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="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#l00132">IndexIVF.h:132</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_1IndexFlatIP_html"><div class="ttname"><a href="structfaiss_1_1IndexFlatIP.html">faiss::IndexFlatIP</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexFlat_8h_source.html#l00073">IndexFlat.h:73</a></div></div> <div class="ttc" id="structfaiss_1_1IndexFlatIP_html"><div class="ttname"><a href="structfaiss_1_1IndexFlatIP.html">faiss::IndexFlatIP</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexFlat_8h_source.html#l00073">IndexFlat.h:73</a></div></div>
<div class="ttc" id="structfaiss_1_1gpu_1_1GpuIndexFlatConfig_html_afd694186c87751937a646f3db2c8ba3d"><div class="ttname"><a href="structfaiss_1_1gpu_1_1GpuIndexFlatConfig.html#afd694186c87751937a646f3db2c8ba3d">faiss::gpu::GpuIndexFlatConfig::useFloat16</a></div><div class="ttdeci">bool useFloat16</div><div class="ttdoc">Whether or not data is stored as float16. </div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexFlat_8h_source.html#l00035">GpuIndexFlat.h:35</a></div></div> <div class="ttc" id="structfaiss_1_1gpu_1_1GpuIndexFlatConfig_html_afd694186c87751937a646f3db2c8ba3d"><div class="ttname"><a href="structfaiss_1_1gpu_1_1GpuIndexFlatConfig.html#afd694186c87751937a646f3db2c8ba3d">faiss::gpu::GpuIndexFlatConfig::useFloat16</a></div><div class="ttdeci">bool useFloat16</div><div class="ttdoc">Whether or not data is stored as float16. </div><div class="ttdef"><b>Definition:</b> <a href="GpuIndexFlat_8h_source.html#l00035">GpuIndexFlat.h:35</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#l00027">GpuIndex.h:27</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#l00027">GpuIndex.h:27</a></div></div>
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<div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160;}</div> <div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160;}</div>
<div class="ttc" id="structfaiss_1_1IndexFlat_html"><div class="ttname"><a href="structfaiss_1_1IndexFlat.html">faiss::IndexFlat</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexFlat_8h_source.html#l00023">IndexFlat.h:23</a></div></div> <div class="ttc" id="structfaiss_1_1IndexFlat_html"><div class="ttname"><a href="structfaiss_1_1IndexFlat.html">faiss::IndexFlat</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexFlat_8h_source.html#l00023">IndexFlat.h:23</a></div></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_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#l00132">IndexIVF.h:132</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_1IndexFlatIP_html"><div class="ttname"><a href="structfaiss_1_1IndexFlatIP.html">faiss::IndexFlatIP</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexFlat_8h_source.html#l00073">IndexFlat.h:73</a></div></div> <div class="ttc" id="structfaiss_1_1IndexFlatIP_html"><div class="ttname"><a href="structfaiss_1_1IndexFlatIP.html">faiss::IndexFlatIP</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexFlat_8h_source.html#l00073">IndexFlat.h:73</a></div></div>
<div class="ttc" id="structfaiss_1_1IndexIVFPQ_html"><div class="ttname"><a href="structfaiss_1_1IndexIVFPQ.html">faiss::IndexIVFPQ</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexIVFPQ_8h_source.html#l00029">IndexIVFPQ.h:29</a></div></div> <div class="ttc" id="structfaiss_1_1IndexIVFPQ_html"><div class="ttname"><a href="structfaiss_1_1IndexIVFPQ.html">faiss::IndexIVFPQ</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexIVFPQ_8h_source.html#l00029">IndexIVFPQ.h:29</a></div></div>
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...@@ -394,7 +394,7 @@ const MemorySpace&#160;</td><td class="memItemRight" valign="bottom"><a class="e ...@@ -394,7 +394,7 @@ const MemorySpace&#160;</td><td class="memItemRight" valign="bottom"><a class="e
</div><div class="memdoc"> </div><div class="memdoc">
<p>Copy ourselves to the given CPU index; will overwrite all data in the index instance </p> <p>Copy ourselves to the given CPU index; will overwrite all data in the index instance </p>
<p>Definition at line <a class="el" href="GpuIndexIVFFlat_8cu_source.html#l00126">126</a> of file <a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a>.</p> <p>Definition at line <a class="el" href="GpuIndexIVFFlat_8cu_source.html#l00127">127</a> of file <a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a>.</p>
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...@@ -412,7 +412,7 @@ const MemorySpace&#160;</td><td class="memItemRight" valign="bottom"><a class="e ...@@ -412,7 +412,7 @@ const MemorySpace&#160;</td><td class="memItemRight" valign="bottom"><a class="e
</div><div class="memdoc"> </div><div class="memdoc">
<p>After adding vectors, one can call this to reclaim device memory to exactly the amount needed. Returns space reclaimed in bytes </p> <p>After adding vectors, one can call this to reclaim device memory to exactly the amount needed. Returns space reclaimed in bytes </p>
<p>Definition at line <a class="el" href="GpuIndexIVFFlat_8cu_source.html#l00150">150</a> of file <a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a>.</p> <p>Definition at line <a class="el" href="GpuIndexIVFFlat_8cu_source.html#l00154">154</a> of file <a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a>.</p>
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...@@ -458,7 +458,7 @@ const MemorySpace&#160;</td><td class="memItemRight" valign="bottom"><a class="e ...@@ -458,7 +458,7 @@ const MemorySpace&#160;</td><td class="memItemRight" valign="bottom"><a class="e
<p>Reimplemented from <a class="el" href="structfaiss_1_1Index.html#a1ffe916c958605c38b0b1bfad42485e4">faiss::Index</a>.</p> <p>Reimplemented from <a class="el" href="structfaiss_1_1Index.html#a1ffe916c958605c38b0b1bfad42485e4">faiss::Index</a>.</p>
<p>Definition at line <a class="el" href="GpuIndexIVFFlat_8cu_source.html#l00173">173</a> of file <a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a>.</p> <p>Definition at line <a class="el" href="GpuIndexIVFFlat_8cu_source.html#l00177">177</a> of file <a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a>.</p>
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<div class="line"><a name="l00151"></a><span class="lineno"> 151</span>&#160; }</div> <div class="line"><a name="l00151"></a><span class="lineno"> 151</span>&#160; }</div>
<div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160; <span class="keywordflow">return</span> 0;</div> <div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160; <span class="keywordflow">return</span> 0;</div>
<div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160;}</div> <div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160;}</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#l00132">IndexIVF.h:132</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_1MultiIndexQuantizer_html"><div class="ttname"><a href="structfaiss_1_1MultiIndexQuantizer.html">faiss::MultiIndexQuantizer</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexPQ_8h_source.html#l00135">IndexPQ.h:135</a></div></div> <div class="ttc" id="structfaiss_1_1MultiIndexQuantizer_html"><div class="ttname"><a href="structfaiss_1_1MultiIndexQuantizer.html">faiss::MultiIndexQuantizer</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexPQ_8h_source.html#l00135">IndexPQ.h:135</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> <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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...@@ -99,6 +99,8 @@ Files</h2></td></tr> ...@@ -99,6 +99,8 @@ Files</h2></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr> <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:test__ivfpq__indexing_8cpp"><td class="memItemLeft" align="right" valign="top">file &#160;</td><td class="memItemRight" valign="bottom"><b>test_ivfpq_indexing.cpp</b> <a href="test__ivfpq__indexing_8cpp_source.html">[code]</a></td></tr> <tr class="memitem:test__ivfpq__indexing_8cpp"><td class="memItemLeft" align="right" valign="top">file &#160;</td><td class="memItemRight" valign="bottom"><b>test_ivfpq_indexing.cpp</b> <a href="test__ivfpq__indexing_8cpp_source.html">[code]</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr> <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:test__pairs__decoding_8cpp"><td class="memItemLeft" align="right" valign="top">file &#160;</td><td class="memItemRight" valign="bottom"><b>test_pairs_decoding.cpp</b> <a href="test__pairs__decoding_8cpp_source.html">[code]</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
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...@@ -158,7 +158,6 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -158,7 +158,6 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
</li> </li>
<li>add_core() <li>add_core()
: <a class="el" href="structfaiss_1_1IndexIVFFlat.html#aea729c3d8c70bdd93f8e413e834851a4">faiss::IndexIVFFlat</a> : <a class="el" href="structfaiss_1_1IndexIVFFlat.html#aea729c3d8c70bdd93f8e413e834851a4">faiss::IndexIVFFlat</a>
, <a class="el" href="structfaiss_1_1IndexIVFFlatIPBounds.html#a938285c16dafe294775643b820637444">faiss::IndexIVFFlatIPBounds</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQR.html#a186b746f22b65ddf416b1e821b0866ec">faiss::IndexIVFPQR</a> , <a class="el" href="structfaiss_1_1IndexIVFPQR.html#a186b746f22b65ddf416b1e821b0866ec">faiss::IndexIVFPQR</a>
</li> </li>
<li>add_core_o() <li>add_core_o()
...@@ -168,26 +167,26 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -168,26 +167,26 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="structfaiss_1_1ParameterSpace.html#aeaa27a715fe3fceef5da18d894976833">faiss::ParameterSpace</a> : <a class="el" href="structfaiss_1_1ParameterSpace.html#aeaa27a715fe3fceef5da18d894976833">faiss::ParameterSpace</a>
</li> </li>
<li>add_with_ids() <li>add_with_ids()
: <a class="el" href="structfaiss_1_1Index.html#aa6931dfe054b33b02c842ff75f7a0c7f">faiss::Index</a> : <a class="el" href="structfaiss_1_1IndexIVFFlat.html#a5f7356766632d3ce2838f285aa6b8e76">faiss::IndexIVFFlat</a>
, <a class="el" href="structfaiss_1_1IndexShards.html#a1f771d50133494f682f05c9ab9e39ad9">faiss::IndexShards</a> , <a class="el" href="structfaiss_1_1IndexPreTransform.html#a07fef0553b2ef2907f394470f61898b2">faiss::IndexPreTransform</a>
, <a class="el" href="structfaiss_1_1IndexIVFFlat.html#a5f7356766632d3ce2838f285aa6b8e76">faiss::IndexIVFFlat</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQ.html#a981c2748bfbd9b018494f119279a0342">faiss::IndexIVFPQ</a> , <a class="el" href="structfaiss_1_1IndexIVFPQ.html#a981c2748bfbd9b018494f119279a0342">faiss::IndexIVFPQ</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQR.html#a4b6154a5194d574d037ba78c137a2fa5">faiss::IndexIVFPQR</a> , <a class="el" href="structfaiss_1_1IndexIVFPQR.html#a4b6154a5194d574d037ba78c137a2fa5">faiss::IndexIVFPQR</a>
, <a class="el" href="structfaiss_1_1IndexIVFScalarQuantizer.html#afa95c17787b7e3dbed9309b440d4d748">faiss::IndexIVFScalarQuantizer</a> , <a class="el" href="structfaiss_1_1IndexIVFScalarQuantizer.html#afa95c17787b7e3dbed9309b440d4d748">faiss::IndexIVFScalarQuantizer</a>
, <a class="el" href="structfaiss_1_1IndexIDMap.html#aeace75e53648c052d05c357b744e090b">faiss::IndexIDMap</a> , <a class="el" href="structfaiss_1_1IndexIDMap.html#aeace75e53648c052d05c357b744e090b">faiss::IndexIDMap</a>
, <a class="el" href="structfaiss_1_1IndexIDMap2.html#a33ff76975891695c2fa45ed26fc8eae9">faiss::IndexIDMap2</a> , <a class="el" href="structfaiss_1_1IndexIDMap2.html#a33ff76975891695c2fa45ed26fc8eae9">faiss::IndexIDMap2</a>
, <a class="el" href="structfaiss_1_1IndexPreTransform.html#a07fef0553b2ef2907f394470f61898b2">faiss::IndexPreTransform</a> , <a class="el" href="structfaiss_1_1IndexShards.html#a1f771d50133494f682f05c9ab9e39ad9">faiss::IndexShards</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a47f6969fe60d82b8e3407557ba9eec88">faiss::gpu::GpuIndex</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a47f6969fe60d82b8e3407557ba9eec88">faiss::gpu::GpuIndex</a>
, <a class="el" href="structfaiss_1_1Index.html#aa6931dfe054b33b02c842ff75f7a0c7f">faiss::Index</a>
</li> </li>
<li>addCodeVectorsFromCpu() <li>addCodeVectorsFromCpu()
: <a class="el" href="classfaiss_1_1gpu_1_1IVFFlat.html#a0bedde6dcb7c2f10f277461b97486f52">faiss::gpu::IVFFlat</a> : <a class="el" href="classfaiss_1_1gpu_1_1IVFFlat.html#a0bedde6dcb7c2f10f277461b97486f52">faiss::gpu::IVFFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1IVFPQ.html#a9992b38226dc8f92ca2691582fabb675">faiss::gpu::IVFPQ</a> , <a class="el" href="classfaiss_1_1gpu_1_1IVFPQ.html#a9992b38226dc8f92ca2691582fabb675">faiss::gpu::IVFPQ</a>
</li> </li>
<li>addImpl_() <li>addImpl_()
: <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#ae0c916b911eda2f1a09a55f42ebc729c">faiss::gpu::GpuIndexFlat</a> : <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a345819c6214c2a6eb7874dde1145036f">faiss::gpu::GpuIndex</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a64bd89e18b8199ae7a88066890b10a0e">faiss::gpu::GpuIndexIVFFlat</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a64bd89e18b8199ae7a88066890b10a0e">faiss::gpu::GpuIndexIVFFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFPQ.html#a50e74f0621ca2fe5688825f434ad2bb2">faiss::gpu::GpuIndexIVFPQ</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFPQ.html#a50e74f0621ca2fe5688825f434ad2bb2">faiss::gpu::GpuIndexIVFPQ</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a345819c6214c2a6eb7874dde1145036f">faiss::gpu::GpuIndex</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#ae0c916b911eda2f1a09a55f42ebc729c">faiss::gpu::GpuIndexFlat</a>
</li> </li>
<li>addIndex() <li>addIndex()
: <a class="el" href="classfaiss_1_1gpu_1_1IndexProxy.html#af9bb81e75f8d5471094e4d4776a56f63">faiss::gpu::IndexProxy</a> : <a class="el" href="classfaiss_1_1gpu_1_1IndexProxy.html#af9bb81e75f8d5471094e4d4776a56f63">faiss::gpu::IndexProxy</a>
...@@ -231,15 +230,15 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -231,15 +230,15 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>apply_noalloc() <li>apply_noalloc()
: <a class="el" href="structfaiss_1_1NormalizationTransform.html#a80c94dc7d17c9a7a9edc627150401571">faiss::NormalizationTransform</a> : <a class="el" href="structfaiss_1_1NormalizationTransform.html#a80c94dc7d17c9a7a9edc627150401571">faiss::NormalizationTransform</a>
, <a class="el" href="structfaiss_1_1RemapDimensionsTransform.html#a550be3d40c221d2134bf06a13dd33c4d">faiss::RemapDimensionsTransform</a> , <a class="el" href="structfaiss_1_1RemapDimensionsTransform.html#a550be3d40c221d2134bf06a13dd33c4d">faiss::RemapDimensionsTransform</a>
, <a class="el" href="structfaiss_1_1LinearTransform.html#af9c20b4ae67691b5713489884ca9f80f">faiss::LinearTransform</a>
, <a class="el" href="structfaiss_1_1VectorTransform.html#a90f1a218c224c049f1bd8b77a78d6aa0">faiss::VectorTransform</a> , <a class="el" href="structfaiss_1_1VectorTransform.html#a90f1a218c224c049f1bd8b77a78d6aa0">faiss::VectorTransform</a>
, <a class="el" href="structfaiss_1_1LinearTransform.html#af9c20b4ae67691b5713489884ca9f80f">faiss::LinearTransform</a>
</li> </li>
<li>apply_preprocess() <li>apply_preprocess()
: <a class="el" href="structfaiss_1_1IndexLSH.html#ae7bb111e0aa6bd1b2a13e5efa8ef9cea">faiss::IndexLSH</a> : <a class="el" href="structfaiss_1_1IndexLSH.html#ae7bb111e0aa6bd1b2a13e5efa8ef9cea">faiss::IndexLSH</a>
</li> </li>
<li>as() <li>as()
: <a class="el" href="classfaiss_1_1gpu_1_1detail_1_1SubTensor_3_01TensorType_00_010_00_01PtrTraits_01_4.html#a67bfa92466e03834b7f007cb9cdf8d50">faiss::gpu::detail::SubTensor&lt; TensorType, 0, PtrTraits &gt;</a> : <a class="el" href="classfaiss_1_1gpu_1_1detail_1_1SubTensor.html#aefdafcf236e5c49ad3bce1646797f8f2">faiss::gpu::detail::SubTensor&lt; TensorType, SubDim, PtrTraits &gt;</a>
, <a class="el" href="classfaiss_1_1gpu_1_1detail_1_1SubTensor.html#aefdafcf236e5c49ad3bce1646797f8f2">faiss::gpu::detail::SubTensor&lt; TensorType, SubDim, PtrTraits &gt;</a> , <a class="el" href="classfaiss_1_1gpu_1_1detail_1_1SubTensor_3_01TensorType_00_010_00_01PtrTraits_01_4.html#ad1d375e64756991dadeb5a1e63ed2cfd">faiss::gpu::detail::SubTensor&lt; TensorType, 0, PtrTraits &gt;</a>
</li> </li>
<li>assign() <li>assign()
: <a class="el" href="structfaiss_1_1Index.html#a8bc5d8d1cd0dd7b34b3c98a9f76b4a9c">faiss::Index</a> : <a class="el" href="structfaiss_1_1Index.html#a8bc5d8d1cd0dd7b34b3c98a9f76b4a9c">faiss::Index</a>
......
docs/html/functions_0x63.html
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...@@ -161,7 +161,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -161,7 +161,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="structfaiss_1_1OperatingPoint.html#a2c023f1484e4748e3e97681bb1f4b78e">faiss::OperatingPoint</a> : <a class="el" href="structfaiss_1_1OperatingPoint.html#a2c023f1484e4748e3e97681bb1f4b78e">faiss::OperatingPoint</a>
</li> </li>
<li>code_size <li>code_size
: <a class="el" href="structfaiss_1_1IndexIVFPQ.html#a31c6fb2faa4dadea4c0594338be7be90">faiss::IndexIVFPQ</a> : <a class="el" href="structfaiss_1_1IndexIVF.html#a46d1aeddb60643c5b3f096147c3e028f">faiss::IndexIVF</a>
, <a class="el" href="structfaiss_1_1ScalarQuantizer.html#a647b8774e4cd8ca5623a194f5c7f8a33">faiss::ScalarQuantizer</a> , <a class="el" href="structfaiss_1_1ScalarQuantizer.html#a647b8774e4cd8ca5623a194f5c7f8a33">faiss::ScalarQuantizer</a>
, <a class="el" href="structfaiss_1_1ProductQuantizer.html#aa61330eadb84772b71018b093773a5f9">faiss::ProductQuantizer</a> , <a class="el" href="structfaiss_1_1ProductQuantizer.html#aa61330eadb84772b71018b093773a5f9">faiss::ProductQuantizer</a>
</li> </li>
...@@ -169,7 +169,6 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -169,7 +169,6 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="structfaiss_1_1IndexLSH.html#a55c0f1127850af0d06ef22fc8b791572">faiss::IndexLSH</a> : <a class="el" href="structfaiss_1_1IndexLSH.html#a55c0f1127850af0d06ef22fc8b791572">faiss::IndexLSH</a>
, <a class="el" href="structfaiss_1_1IndexPQ.html#a490b64b12384951ed66548a3a48f91e5">faiss::IndexPQ</a> , <a class="el" href="structfaiss_1_1IndexPQ.html#a490b64b12384951ed66548a3a48f91e5">faiss::IndexPQ</a>
, <a class="el" href="structfaiss_1_1IndexScalarQuantizer.html#a861fa059f9d4ced9147e08193a2be9be">faiss::IndexScalarQuantizer</a> , <a class="el" href="structfaiss_1_1IndexScalarQuantizer.html#a861fa059f9d4ced9147e08193a2be9be">faiss::IndexScalarQuantizer</a>
, <a class="el" href="structfaiss_1_1IndexIVFScalarQuantizer.html#abc335510a1855faecb3e445c49a9b204">faiss::IndexIVFScalarQuantizer</a>
</li> </li>
<li>combination_ge() <li>combination_ge()
: <a class="el" href="structfaiss_1_1ParameterSpace.html#a7cdedaf4bab33293771c4267d453a950">faiss::ParameterSpace</a> : <a class="el" href="structfaiss_1_1ParameterSpace.html#a7cdedaf4bab33293771c4267d453a950">faiss::ParameterSpace</a>
...@@ -230,31 +229,30 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -230,31 +229,30 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="structfaiss_1_1BufferList.html#a78b70417a9ba5b27553b3134f1190958">faiss::BufferList</a> : <a class="el" href="structfaiss_1_1BufferList.html#a78b70417a9ba5b27553b3134f1190958">faiss::BufferList</a>
</li> </li>
<li>copy_subset_to() <li>copy_subset_to()
: <a class="el" href="structfaiss_1_1IndexIVFPQ.html#af278c710f6c7605f59e1da48a6dea37a">faiss::IndexIVFPQ</a> : <a class="el" href="structfaiss_1_1IndexIVF.html#a2fc63f9bbfe64e05106366465ece2187">faiss::IndexIVF</a>
, <a class="el" href="structfaiss_1_1IndexIVFFlat.html#a1d0a5285344c3302ba10bb79f4578a82">faiss::IndexIVFFlat</a>
</li> </li>
<li>copyFrom() <li>copyFrom()
: <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlatL2.html#a9a9de859274bb73e6d8ea02cae5ca9a6">faiss::gpu::GpuIndexFlatL2</a> : <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlatL2.html#a9a9de859274bb73e6d8ea02cae5ca9a6">faiss::gpu::GpuIndexFlatL2</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a94c2c171f9a2d27085dea9101067bdf2">faiss::gpu::GpuIndexIVF</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlatIP.html#aa181b1778a8dca81ac5cf6cd6a3d5f1d">faiss::gpu::GpuIndexFlatIP</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlatIP.html#aa181b1778a8dca81ac5cf6cd6a3d5f1d">faiss::gpu::GpuIndexFlatIP</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFPQ.html#a8d48f79af9080b55706050244fc24f0e">faiss::gpu::GpuIndexIVFPQ</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#abb964875e0893de1d8334ca5ad0f62dc">faiss::gpu::GpuIndexFlat</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#abb964875e0893de1d8334ca5ad0f62dc">faiss::gpu::GpuIndexFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1Tensor.html#ae981a94263044f38be89d690dd958426">faiss::gpu::Tensor&lt; T, Dim, Contig, IndexT, PtrTraits &gt;</a> , <a class="el" href="classfaiss_1_1gpu_1_1Tensor.html#ae981a94263044f38be89d690dd958426">faiss::gpu::Tensor&lt; T, Dim, Contig, IndexT, PtrTraits &gt;</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a94c2c171f9a2d27085dea9101067bdf2">faiss::gpu::GpuIndexIVF</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFPQ.html#a8d48f79af9080b55706050244fc24f0e">faiss::gpu::GpuIndexIVFPQ</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a96fd66c31c7e46b1549ed61d1b3476f3">faiss::gpu::GpuIndexIVFFlat</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a96fd66c31c7e46b1549ed61d1b3476f3">faiss::gpu::GpuIndexIVFFlat</a>
</li> </li>
<li>copyTo() <li>copyTo()
: <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlatIP.html#af70d0fe80cf3bf16ffffd8b16ed64f08">faiss::gpu::GpuIndexFlatIP</a> : <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlatL2.html#ab21960d379190b98aaa05ae3877dea09">faiss::gpu::GpuIndexFlatL2</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a1db0a796b8b2917d989952c5f07fbe55">faiss::gpu::GpuIndexIVF</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlatIP.html#af70d0fe80cf3bf16ffffd8b16ed64f08">faiss::gpu::GpuIndexFlatIP</a>
, <a class="el" href="classfaiss_1_1gpu_1_1Tensor.html#a6ce60d784817469d5b47b560da177b92">faiss::gpu::Tensor&lt; T, Dim, Contig, IndexT, PtrTraits &gt;</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlatL2.html#ab21960d379190b98aaa05ae3877dea09">faiss::gpu::GpuIndexFlatL2</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#a046007ff2fafcafc6ae328769c700e39">faiss::gpu::GpuIndexFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFPQ.html#aad10de2407911e9adf42c1be5c5dd390">faiss::gpu::GpuIndexIVFPQ</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFPQ.html#aad10de2407911e9adf42c1be5c5dd390">faiss::gpu::GpuIndexIVFPQ</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a1db0a796b8b2917d989952c5f07fbe55">faiss::gpu::GpuIndexIVF</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a345980d7ae4b5baadf93f647fc6cb0b1">faiss::gpu::GpuIndexIVFFlat</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a345980d7ae4b5baadf93f647fc6cb0b1">faiss::gpu::GpuIndexIVFFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#a046007ff2fafcafc6ae328769c700e39">faiss::gpu::GpuIndexFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1Tensor.html#a6ce60d784817469d5b47b560da177b92">faiss::gpu::Tensor&lt; T, Dim, Contig, IndexT, PtrTraits &gt;</a>
</li> </li>
<li>cp <li>cp
: <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a520803e209b44c904b876d6b8dad23c9">faiss::gpu::GpuIndexIVF</a> : <a class="el" href="structfaiss_1_1ProductQuantizer.html#af265acf5aa1bcda60898002287e6a3d6">faiss::ProductQuantizer</a>
, <a class="el" href="structfaiss_1_1ProductQuantizer.html#af265acf5aa1bcda60898002287e6a3d6">faiss::ProductQuantizer</a>
, <a class="el" href="structfaiss_1_1IndexIVF.html#a9746bcd42ecec1501f221e918b25e8e7">faiss::IndexIVF</a> , <a class="el" href="structfaiss_1_1IndexIVF.html#a9746bcd42ecec1501f221e918b25e8e7">faiss::IndexIVF</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a520803e209b44c904b876d6b8dad23c9">faiss::gpu::GpuIndexIVF</a>
</li> </li>
<li>CpuTimer() <li>CpuTimer()
: <a class="el" href="classfaiss_1_1gpu_1_1CpuTimer.html#af2f8e832b4c5425e152834ae7aa2af49">faiss::gpu::CpuTimer</a> : <a class="el" href="classfaiss_1_1gpu_1_1CpuTimer.html#af2f8e832b4c5425e152834ae7aa2af49">faiss::gpu::CpuTimer</a>
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docs/html/functions_0x66.html
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...@@ -131,9 +131,6 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -131,9 +131,6 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>flatConfig <li>flatConfig
: <a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFConfig.html#a6d357a9a67a2fed9c8e7b139712d30f6">faiss::gpu::GpuIndexIVFConfig</a> : <a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFConfig.html#a6d357a9a67a2fed9c8e7b139712d30f6">faiss::gpu::GpuIndexIVFConfig</a>
</li> </li>
<li>fsize
: <a class="el" href="structfaiss_1_1IndexIVFFlatIPBounds.html#a32e550879d0bf5eecf0a939eb25b3c0c">faiss::IndexIVFFlatIPBounds</a>
</li>
</ul> </ul>
</div><!-- contents --> </div><!-- contents -->
<!-- start footer part --> <!-- start footer part -->
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docs/html/functions_0x6d.html
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...@@ -171,20 +171,14 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -171,20 +171,14 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
</li> </li>
<li>merge_from() <li>merge_from()
: <a class="el" href="structfaiss_1_1IndexIVF.html#a0f22cc237c30c935df5b6560aecf8f01">faiss::IndexIVF</a> : <a class="el" href="structfaiss_1_1IndexIVF.html#a0f22cc237c30c935df5b6560aecf8f01">faiss::IndexIVF</a>
</li> , <a class="el" href="structfaiss_1_1IndexIVFPQR.html#a31a1fec2a88b410ea96ce5be7d527be9">faiss::IndexIVFPQR</a>
<li>merge_from_residuals()
: <a class="el" href="structfaiss_1_1IndexIVF.html#aacaf0b2529a9d9def094ea3728a12824">faiss::IndexIVF</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQR.html#af6c7ee3bc917cc5d4ab04ff64269ee06">faiss::IndexIVFPQR</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQ.html#a6b8964e2da609a9261a8a35ae347ecb2">faiss::IndexIVFPQ</a>
, <a class="el" href="structfaiss_1_1IndexIVFScalarQuantizer.html#afd54410889924a0cb544f1e3fd5babe9">faiss::IndexIVFScalarQuantizer</a>
, <a class="el" href="structfaiss_1_1IndexIVFFlat.html#a8fc1695a87f33db1a16f8c50c3344cd3">faiss::IndexIVFFlat</a>
</li> </li>
<li>merge_with() <li>merge_with()
: <a class="el" href="structfaiss_1_1OperatingPoints.html#a84baddccd8b803dee460739f8bcbc0c9">faiss::OperatingPoints</a> : <a class="el" href="structfaiss_1_1OperatingPoints.html#a84baddccd8b803dee460739f8bcbc0c9">faiss::OperatingPoints</a>
</li> </li>
<li>mergeWarpQ() <li>mergeWarpQ()
: <a class="el" href="structfaiss_1_1gpu_1_1WarpSelect.html#a408cbf9a09094078cb62018400f30076">faiss::gpu::WarpSelect&lt; K, V, Dir, Comp, NumWarpQ, NumThreadQ, ThreadsPerBlock &gt;</a> : <a class="el" href="structfaiss_1_1gpu_1_1BlockSelect.html#a08aa08d16ec29c7b7dccc65edd5115cd">faiss::gpu::BlockSelect&lt; K, V, Dir, Comp, NumWarpQ, NumThreadQ, ThreadsPerBlock &gt;</a>
, <a class="el" href="structfaiss_1_1gpu_1_1BlockSelect.html#a08aa08d16ec29c7b7dccc65edd5115cd">faiss::gpu::BlockSelect&lt; K, V, Dir, Comp, NumWarpQ, NumThreadQ, ThreadsPerBlock &gt;</a> , <a class="el" href="structfaiss_1_1gpu_1_1WarpSelect.html#a408cbf9a09094078cb62018400f30076">faiss::gpu::WarpSelect&lt; K, V, Dir, Comp, NumWarpQ, NumThreadQ, ThreadsPerBlock &gt;</a>
</li> </li>
<li>metric_type <li>metric_type
: <a class="el" href="structfaiss_1_1Index.html#a8e18f641854b2bde83ecff0a2f9a6f4e">faiss::Index</a> : <a class="el" href="structfaiss_1_1Index.html#a8e18f641854b2bde83ecff0a2f9a6f4e">faiss::Index</a>
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docs/html/functions_0x70.html
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...@@ -128,9 +128,6 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -128,9 +128,6 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>parameter_ranges <li>parameter_ranges
: <a class="el" href="structfaiss_1_1ParameterSpace.html#a334c1bb54bc2b70950a4a63950728cbb">faiss::ParameterSpace</a> : <a class="el" href="structfaiss_1_1ParameterSpace.html#a334c1bb54bc2b70950a4a63950728cbb">faiss::ParameterSpace</a>
</li> </li>
<li>part_norms
: <a class="el" href="structfaiss_1_1IndexIVFFlatIPBounds.html#a07b988f02cc2f6fc3eb951609bfc0817">faiss::IndexIVFFlatIPBounds</a>
</li>
<li>PCAMat <li>PCAMat
: <a class="el" href="structfaiss_1_1PCAMatrix.html#aef5c130774e5d4f697a3e1c82647bfd3">faiss::PCAMatrix</a> : <a class="el" href="structfaiss_1_1PCAMatrix.html#aef5c130774e5d4f697a3e1c82647bfd3">faiss::PCAMatrix</a>
</li> </li>
...@@ -144,8 +141,8 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -144,8 +141,8 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="structfaiss_1_1IndexFlat1D.html#a3442f0d86a14108534f99eea0b7d4d3f">faiss::IndexFlat1D</a> : <a class="el" href="structfaiss_1_1IndexFlat1D.html#a3442f0d86a14108534f99eea0b7d4d3f">faiss::IndexFlat1D</a>
</li> </li>
<li>polysemous_ht <li>polysemous_ht
: <a class="el" href="structfaiss_1_1IndexPQ.html#aff455f2adff6064939494dad6e3017bc">faiss::IndexPQ</a> : <a class="el" href="structfaiss_1_1IndexIVFPQ.html#a3093a0a3e128eafce6e0583b75e9662e">faiss::IndexIVFPQ</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQ.html#a3093a0a3e128eafce6e0583b75e9662e">faiss::IndexIVFPQ</a> , <a class="el" href="structfaiss_1_1IndexPQ.html#aff455f2adff6064939494dad6e3017bc">faiss::IndexPQ</a>
</li> </li>
<li>polysemous_training <li>polysemous_training
: <a class="el" href="structfaiss_1_1IndexIVFPQ.html#a2b14cbb5acb3fc28a4df8fde3f5567cd">faiss::IndexIVFPQ</a> : <a class="el" href="structfaiss_1_1IndexIVFPQ.html#a2b14cbb5acb3fc28a4df8fde3f5567cd">faiss::IndexIVFPQ</a>
......
docs/html/functions_0x72.html
View file @ d8eeceb8
...@@ -203,8 +203,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -203,8 +203,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>remove_ids() <li>remove_ids()
: <a class="el" href="structfaiss_1_1Index.html#af8bf7bd97aeed8ad5fc48b242379a68a">faiss::Index</a> : <a class="el" href="structfaiss_1_1Index.html#af8bf7bd97aeed8ad5fc48b242379a68a">faiss::Index</a>
, <a class="el" href="structfaiss_1_1IndexFlat.html#a8d1ea1d28e80849f8b0f5493679d68c9">faiss::IndexFlat</a> , <a class="el" href="structfaiss_1_1IndexFlat.html#a8d1ea1d28e80849f8b0f5493679d68c9">faiss::IndexFlat</a>
, <a class="el" href="structfaiss_1_1IndexIVFFlat.html#a46ee62aabc316ec38882a3f54e594559">faiss::IndexIVFFlat</a> , <a class="el" href="structfaiss_1_1IndexIVF.html#a545c275690fac76be8c1a4685b3c7b8e">faiss::IndexIVF</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQ.html#ad9fa584ac2e12e9b9bb25a737efcc4d9">faiss::IndexIVFPQ</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQR.html#acc5eeeeb8ac8d2581ef07947932d9f6c">faiss::IndexIVFPQR</a> , <a class="el" href="structfaiss_1_1IndexIVFPQR.html#acc5eeeeb8ac8d2581ef07947932d9f6c">faiss::IndexIVFPQR</a>
, <a class="el" href="structfaiss_1_1IndexIDMap.html#a699ca4891bf3a437b2a182c04d33d9b9">faiss::IndexIDMap</a> , <a class="el" href="structfaiss_1_1IndexIDMap.html#a699ca4891bf3a437b2a182c04d33d9b9">faiss::IndexIDMap</a>
, <a class="el" href="structfaiss_1_1IndexIDMap2.html#a87e313ebc8dd62fb734a61a6d95a98f0">faiss::IndexIDMap2</a> , <a class="el" href="structfaiss_1_1IndexIDMap2.html#a87e313ebc8dd62fb734a61a6d95a98f0">faiss::IndexIDMap2</a>
...@@ -220,50 +219,48 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -220,50 +219,48 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="classfaiss_1_1gpu_1_1FlatIndex.html#a7a06b678b97e3732939f6a4fb5106ef6">faiss::gpu::FlatIndex</a> : <a class="el" href="classfaiss_1_1gpu_1_1FlatIndex.html#a7a06b678b97e3732939f6a4fb5106ef6">faiss::gpu::FlatIndex</a>
</li> </li>
<li>reserveMemory() <li>reserveMemory()
: <a class="el" href="classfaiss_1_1gpu_1_1IVFBase.html#a02e1e2d080ee31bf7835f89b9f2a13a9">faiss::gpu::IVFBase</a> : <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a329d7734f1285788d10c1fbf1f88d72f">faiss::gpu::GpuIndexIVFFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a329d7734f1285788d10c1fbf1f88d72f">faiss::gpu::GpuIndexIVFFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFPQ.html#a4e7d62e21f7e23fa4e94c69131389eea">faiss::gpu::GpuIndexIVFPQ</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFPQ.html#a4e7d62e21f7e23fa4e94c69131389eea">faiss::gpu::GpuIndexIVFPQ</a>
, <a class="el" href="classfaiss_1_1gpu_1_1IVFBase.html#a02e1e2d080ee31bf7835f89b9f2a13a9">faiss::gpu::IVFBase</a>
</li> </li>
<li>reserveVecs <li>reserveVecs
: <a class="el" href="structfaiss_1_1gpu_1_1GpuClonerOptions.html#ab60dd87e51af59373a48d73852573f04">faiss::gpu::GpuClonerOptions</a> : <a class="el" href="structfaiss_1_1gpu_1_1GpuClonerOptions.html#ab60dd87e51af59373a48d73852573f04">faiss::gpu::GpuClonerOptions</a>
</li> </li>
<li>reset() <li>reset()
: <a class="el" href="structfaiss_1_1IndexIVF.html#a47a3b7665e9d2be41c6d3b2e9144b73f">faiss::IndexIVF</a> : <a class="el" href="structfaiss_1_1IndexShards.html#aa7dc5d020de4a0552058cbf2844cb00f">faiss::IndexShards</a>
, <a class="el" href="structfaiss_1_1IndexSplitVectors.html#a8047981cb8d10c54107664c4955df402">faiss::IndexSplitVectors</a> , <a class="el" href="structfaiss_1_1IndexSplitVectors.html#a8047981cb8d10c54107664c4955df402">faiss::IndexSplitVectors</a>
, <a class="el" href="structfaiss_1_1IndexPreTransform.html#a8e48ac9fde5e76e378553b2a6ec2c86e">faiss::IndexPreTransform</a>
, <a class="el" href="structfaiss_1_1IndexFlat.html#ab63dc34ef5d33f98f94aa0ade7c7324f">faiss::IndexFlat</a>
, <a class="el" href="structfaiss_1_1IndexFlat1D.html#aa205c4ffa6cbd50f49ef9cb6cc050000">faiss::IndexFlat1D</a>
, <a class="el" href="structfaiss_1_1IndexIVFFlat.html#a9df8b023486f54c8f2c5452787807360">faiss::IndexIVFFlat</a>
, <a class="el" href="structfaiss_1_1IndexPQ.html#a25e17da885cf55d84b176b46f3ad25b1">faiss::IndexPQ</a> , <a class="el" href="structfaiss_1_1IndexPQ.html#a25e17da885cf55d84b176b46f3ad25b1">faiss::IndexPQ</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFPQ.html#a3a43a70461e09ef87bdb7b48ec420dd2">faiss::gpu::GpuIndexIVFPQ</a>
, <a class="el" href="structfaiss_1_1IndexRefineFlat.html#ac3efe902315768afe83fa2b8ea5dc591">faiss::IndexRefineFlat</a> , <a class="el" href="structfaiss_1_1IndexRefineFlat.html#ac3efe902315768afe83fa2b8ea5dc591">faiss::IndexRefineFlat</a>
, <a class="el" href="structfaiss_1_1IndexIVF.html#a47a3b7665e9d2be41c6d3b2e9144b73f">faiss::IndexIVF</a>
, <a class="el" href="structfaiss_1_1IndexFlat1D.html#aa205c4ffa6cbd50f49ef9cb6cc050000">faiss::IndexFlat1D</a>
, <a class="el" href="structfaiss_1_1Index.html#a849361f5f0ab0aba8d419c86f2594191">faiss::Index</a>
, <a class="el" href="classfaiss_1_1gpu_1_1IVFBase.html#a7ea671876443c93436499ad581f16997">faiss::gpu::IVFBase</a> , <a class="el" href="classfaiss_1_1gpu_1_1IVFBase.html#a7ea671876443c93436499ad581f16997">faiss::gpu::IVFBase</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a88676a893e9b44041e7a52327d960b54">faiss::gpu::GpuIndexIVFFlat</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFPQ.html#a3a43a70461e09ef87bdb7b48ec420dd2">faiss::gpu::GpuIndexIVFPQ</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQCompact.html#a8f5eccfb4d5e4098ff6c00acb3bc40a1">faiss::IndexIVFPQCompact</a>
, <a class="el" href="structfaiss_1_1IndexFlat.html#ab63dc34ef5d33f98f94aa0ade7c7324f">faiss::IndexFlat</a>
, <a class="el" href="structfaiss_1_1IndexScalarQuantizer.html#af0d6b901a2a02fff34e5c7c1ea5b8d55">faiss::IndexScalarQuantizer</a>
, <a class="el" href="structfaiss_1_1IndexPreTransform.html#a8e48ac9fde5e76e378553b2a6ec2c86e">faiss::IndexPreTransform</a>
, <a class="el" href="structfaiss_1_1MultiIndexQuantizer.html#a4808ce22fcc95c7af902b97969f2a90d">faiss::MultiIndexQuantizer</a>
, <a class="el" href="structfaiss_1_1IndexLSH.html#aba7791311191bb168b79f8f59dd459ab">faiss::IndexLSH</a> , <a class="el" href="structfaiss_1_1IndexLSH.html#aba7791311191bb168b79f8f59dd459ab">faiss::IndexLSH</a>
, <a class="el" href="classfaiss_1_1gpu_1_1FlatIndex.html#ae06cb2ffd46659b6639b97297546096e">faiss::gpu::FlatIndex</a>
, <a class="el" href="structfaiss_1_1IndexIDMap.html#a70aca5b0f665c5a109d5dadf1e13b448">faiss::IndexIDMap</a> , <a class="el" href="structfaiss_1_1IndexIDMap.html#a70aca5b0f665c5a109d5dadf1e13b448">faiss::IndexIDMap</a>
, <a class="el" href="structfaiss_1_1MultiIndexQuantizer.html#a4808ce22fcc95c7af902b97969f2a90d">faiss::MultiIndexQuantizer</a> , <a class="el" href="structfaiss_1_1IndexIVFPQR.html#ae0e979a014a9defe2254e9543657b075">faiss::IndexIVFPQR</a>
, <a class="el" href="structfaiss_1_1IndexShards.html#aa7dc5d020de4a0552058cbf2844cb00f">faiss::IndexShards</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#a67161796f274a7171a67c36bdf1ef1db">faiss::gpu::GpuIndexFlat</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#a67161796f274a7171a67c36bdf1ef1db">faiss::gpu::GpuIndexFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a88676a893e9b44041e7a52327d960b54">faiss::gpu::GpuIndexIVFFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1IndexProxy.html#a7f1b8287a607c80f2bb92f4ac0300649">faiss::gpu::IndexProxy</a> , <a class="el" href="classfaiss_1_1gpu_1_1IndexProxy.html#a7f1b8287a607c80f2bb92f4ac0300649">faiss::gpu::IndexProxy</a>
, <a class="el" href="structfaiss_1_1IndexScalarQuantizer.html#af0d6b901a2a02fff34e5c7c1ea5b8d55">faiss::IndexScalarQuantizer</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQCompact.html#a8f5eccfb4d5e4098ff6c00acb3bc40a1">faiss::IndexIVFPQCompact</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQR.html#ae0e979a014a9defe2254e9543657b075">faiss::IndexIVFPQR</a>
, <a class="el" href="structfaiss_1_1Index.html#a849361f5f0ab0aba8d419c86f2594191">faiss::Index</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQ.html#acd807799dc56dcef0f221847a2af86f7">faiss::IndexIVFPQ</a>
, <a class="el" href="classfaiss_1_1gpu_1_1FlatIndex.html#ae06cb2ffd46659b6639b97297546096e">faiss::gpu::FlatIndex</a>
</li> </li>
<li>resources_ <li>resources_
: <a class="el" href="classfaiss_1_1gpu_1_1IVFBase.html#a05e6400358ec1f529a67209d3f24cc63">faiss::gpu::IVFBase</a> : <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a17b82a8a11783da6eb1b07c9aab98c36">faiss::gpu::GpuIndex</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a17b82a8a11783da6eb1b07c9aab98c36">faiss::gpu::GpuIndex</a> , <a class="el" href="classfaiss_1_1gpu_1_1IVFBase.html#a05e6400358ec1f529a67209d3f24cc63">faiss::gpu::IVFBase</a>
</li> </li>
<li>returnAlloc() <li>returnAlloc()
: <a class="el" href="structfaiss_1_1gpu_1_1StackDeviceMemory_1_1Stack.html#a5c652c126c2bf37149995cdb9d46a382">faiss::gpu::StackDeviceMemory::Stack</a> : <a class="el" href="structfaiss_1_1gpu_1_1StackDeviceMemory_1_1Stack.html#a5c652c126c2bf37149995cdb9d46a382">faiss::gpu::StackDeviceMemory::Stack</a>
</li> </li>
<li>reverse_transform() <li>reverse_transform()
: <a class="el" href="structfaiss_1_1RemapDimensionsTransform.html#a2fc83e79e4d3c7853bfd6931cbbaf82a">faiss::RemapDimensionsTransform</a> : <a class="el" href="structfaiss_1_1PCAMatrix.html#abf427521a66cbfaaf0b7aae16bcb6e93">faiss::PCAMatrix</a>
, <a class="el" href="structfaiss_1_1RandomRotationMatrix.html#a3ad86e9ae3bdc2090c1f5fc62a335c16">faiss::RandomRotationMatrix</a> , <a class="el" href="structfaiss_1_1RandomRotationMatrix.html#a3ad86e9ae3bdc2090c1f5fc62a335c16">faiss::RandomRotationMatrix</a>
, <a class="el" href="structfaiss_1_1RemapDimensionsTransform.html#a2fc83e79e4d3c7853bfd6931cbbaf82a">faiss::RemapDimensionsTransform</a>
, <a class="el" href="structfaiss_1_1VectorTransform.html#a101ce54f1c60df19478801aa942470d9">faiss::VectorTransform</a> , <a class="el" href="structfaiss_1_1VectorTransform.html#a101ce54f1c60df19478801aa942470d9">faiss::VectorTransform</a>
, <a class="el" href="structfaiss_1_1PCAMatrix.html#abf427521a66cbfaaf0b7aae16bcb6e93">faiss::PCAMatrix</a>
, <a class="el" href="structfaiss_1_1OPQMatrix.html#a8e61a84ea6bcbdee1809028b6aaa3aae">faiss::OPQMatrix</a> , <a class="el" href="structfaiss_1_1OPQMatrix.html#a8e61a84ea6bcbdee1809028b6aaa3aae">faiss::OPQMatrix</a>
</li> </li>
<li>rotate_data <li>rotate_data
......
docs/html/functions_0x73.html
View file @ d8eeceb8
...@@ -134,42 +134,33 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -134,42 +134,33 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>search() <li>search()
: <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#ac0f0301829363f920e619f673a4d97f3">faiss::gpu::GpuIndexFlat</a> : <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#ac0f0301829363f920e619f673a4d97f3">faiss::gpu::GpuIndexFlat</a>
, <a class="el" href="structfaiss_1_1IndexFlatL2BaseShift.html#a16e9bf1aec9d18b3ebbe78fea6bfecc0">faiss::IndexFlatL2BaseShift</a> , <a class="el" href="structfaiss_1_1IndexFlatL2BaseShift.html#a16e9bf1aec9d18b3ebbe78fea6bfecc0">faiss::IndexFlatL2BaseShift</a>
, <a class="el" href="structfaiss_1_1IndexPQ.html#a491ba3ed34093513e6a850fbca0abdd2">faiss::IndexPQ</a>
, <a class="el" href="structfaiss_1_1MultiIndexQuantizer.html#a999ee03f4e65f453377e209d10e25681">faiss::MultiIndexQuantizer</a>
, <a class="el" href="structfaiss_1_1IndexRefineFlat.html#ad04444de1e2c26c463cc52f3c076dd41">faiss::IndexRefineFlat</a>
, <a class="el" href="structfaiss_1_1IndexScalarQuantizer.html#abf24732c29106bb808148c3d30599662">faiss::IndexScalarQuantizer</a> , <a class="el" href="structfaiss_1_1IndexScalarQuantizer.html#abf24732c29106bb808148c3d30599662">faiss::IndexScalarQuantizer</a>
, <a class="el" href="structfaiss_1_1IndexIVFScalarQuantizer.html#a0e1197a21c9291a2d570116f72fd2196">faiss::IndexIVFScalarQuantizer</a>
, <a class="el" href="classfaiss_1_1gpu_1_1IndexProxy.html#a25ed68079907eeeca9d441cdd4fc0740">faiss::gpu::IndexProxy</a>
, <a class="el" href="structfaiss_1_1IndexFlat1D.html#a65736f2900865cd156faba4fcd260d05">faiss::IndexFlat1D</a>
, <a class="el" href="structfaiss_1_1IndexIDMap.html#a2f36fa9150a465b48952afbba856e2a1">faiss::IndexIDMap</a> , <a class="el" href="structfaiss_1_1IndexIDMap.html#a2f36fa9150a465b48952afbba856e2a1">faiss::IndexIDMap</a>
, <a class="el" href="structfaiss_1_1IndexRefineFlat.html#ad04444de1e2c26c463cc52f3c076dd41">faiss::IndexRefineFlat</a>
, <a class="el" href="structfaiss_1_1IndexShards.html#a83391295650370e8987358a898bb2cca">faiss::IndexShards</a> , <a class="el" href="structfaiss_1_1IndexShards.html#a83391295650370e8987358a898bb2cca">faiss::IndexShards</a>
, <a class="el" href="structfaiss_1_1IndexIVFFlat.html#acd2bdb06fcbe9d1f5799cf78aa6cdf0d">faiss::IndexIVFFlat</a>
, <a class="el" href="structfaiss_1_1IndexSplitVectors.html#a4a010daf51e44d9717e94400cc23c159">faiss::IndexSplitVectors</a> , <a class="el" href="structfaiss_1_1IndexSplitVectors.html#a4a010daf51e44d9717e94400cc23c159">faiss::IndexSplitVectors</a>
, <a class="el" href="classfaiss_1_1gpu_1_1IndexProxy.html#a25ed68079907eeeca9d441cdd4fc0740">faiss::gpu::IndexProxy</a>
, <a class="el" href="structfaiss_1_1IndexFlat1D.html#a65736f2900865cd156faba4fcd260d05">faiss::IndexFlat1D</a>
, <a class="el" href="structfaiss_1_1ProductQuantizer.html#a1ae7892a15b9f6809a3ba1a123a7831b">faiss::ProductQuantizer</a> , <a class="el" href="structfaiss_1_1ProductQuantizer.html#a1ae7892a15b9f6809a3ba1a123a7831b">faiss::ProductQuantizer</a>
, <a class="el" href="structfaiss_1_1IndexPreTransform.html#a7c2c820895d87083742969c281ae4911">faiss::IndexPreTransform</a>
, <a class="el" href="structfaiss_1_1IndexIVF.html#ae2fd47b7d52603659e269aa8f6abb613">faiss::IndexIVF</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a6f1cadb5e8970c9c1fdf15eddb9d874f">faiss::gpu::GpuIndex</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a6f1cadb5e8970c9c1fdf15eddb9d874f">faiss::gpu::GpuIndex</a>
, <a class="el" href="structfaiss_1_1Index.html#aced51b1ebc33c47ab3ae15ea906559a7">faiss::Index</a> , <a class="el" href="structfaiss_1_1Index.html#aced51b1ebc33c47ab3ae15ea906559a7">faiss::Index</a>
, <a class="el" href="structfaiss_1_1IndexIVFFlatIPBounds.html#aac063e96413e0e90d87898df8a60088b">faiss::IndexIVFFlatIPBounds</a>
, <a class="el" href="structfaiss_1_1IndexPreTransform.html#a7c2c820895d87083742969c281ae4911">faiss::IndexPreTransform</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQ.html#afa7c9a7ae0316d2a05acb60ab2b7a31a">faiss::IndexIVFPQ</a>
, <a class="el" href="structfaiss_1_1IndexFlat.html#a85510d70f4675197df9988651e4692c9">faiss::IndexFlat</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQR.html#a3e982ee6f1a3a025148270701867d04f">faiss::IndexIVFPQR</a> , <a class="el" href="structfaiss_1_1IndexIVFPQR.html#a3e982ee6f1a3a025148270701867d04f">faiss::IndexIVFPQR</a>
, <a class="el" href="structfaiss_1_1IndexLSH.html#a66b6afb56afa1f58e2d93abfdfd223ee">faiss::IndexLSH</a> , <a class="el" href="structfaiss_1_1IndexLSH.html#a66b6afb56afa1f58e2d93abfdfd223ee">faiss::IndexLSH</a>
, <a class="el" href="structfaiss_1_1IndexFlat.html#a85510d70f4675197df9988651e4692c9">faiss::IndexFlat</a>
, <a class="el" href="structfaiss_1_1IndexPQ.html#a491ba3ed34093513e6a850fbca0abdd2">faiss::IndexPQ</a>
, <a class="el" href="structfaiss_1_1MultiIndexQuantizer.html#a999ee03f4e65f453377e209d10e25681">faiss::MultiIndexQuantizer</a>
</li> </li>
<li>search_ip() <li>search_ip()
: <a class="el" href="structfaiss_1_1ProductQuantizer.html#a66be226806ca2abcaaf1653cdc690aa6">faiss::ProductQuantizer</a> : <a class="el" href="structfaiss_1_1ProductQuantizer.html#a66be226806ca2abcaaf1653cdc690aa6">faiss::ProductQuantizer</a>
</li> </li>
<li>search_knn_inner_product()
: <a class="el" href="structfaiss_1_1IndexIVFFlat.html#a5ac4f051396a1535426baec8f401aa93">faiss::IndexIVFFlat</a>
</li>
<li>search_knn_L2sqr()
: <a class="el" href="structfaiss_1_1IndexIVFFlat.html#a9ca8cc3ca71ff91f1e5e2db3b8ead615">faiss::IndexIVFFlat</a>
</li>
<li>search_knn_with_key()
: <a class="el" href="structfaiss_1_1IndexIVFPQ.html#ad5ae3ae94b4776291f6abee5110c7c0c">faiss::IndexIVFPQ</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQCompact.html#a583dd638a00cb9246ac7b54ee6d65f95">faiss::IndexIVFPQCompact</a>
</li>
<li>search_preassigned() <li>search_preassigned()
: <a class="el" href="structfaiss_1_1IndexIVFFlat.html#a7a280ade19868bc3e0b7db6181a0e792">faiss::IndexIVFFlat</a> : <a class="el" href="structfaiss_1_1IndexIVF.html#ae13fe9ff54a870ded3487c5c282ca566">faiss::IndexIVF</a>
, <a class="el" href="structfaiss_1_1IndexIVFFlat.html#a6abfaf0da529ece0e68909aab4c282fd">faiss::IndexIVFFlat</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQ.html#a150a37cf3e8a7e37cb8dab1d5678bc02">faiss::IndexIVFPQ</a>
, <a class="el" href="structfaiss_1_1IndexIVFPQCompact.html#ada9e5292194ee1be42d122037fbf2502">faiss::IndexIVFPQCompact</a>
, <a class="el" href="structfaiss_1_1IndexIVFScalarQuantizer.html#a341e473a62adcb03e07e53f67c1a7358">faiss::IndexIVFScalarQuantizer</a>
</li> </li>
<li>Search_type_t <li>Search_type_t
: <a class="el" href="structfaiss_1_1IndexPQ.html#a4fa05430935a02b62b7c15c9840c42fe">faiss::IndexPQ</a> : <a class="el" href="structfaiss_1_1IndexPQ.html#a4fa05430935a02b62b7c15c9840c42fe">faiss::IndexPQ</a>
...@@ -178,10 +169,10 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search'); ...@@ -178,10 +169,10 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#afedeff5442b6ed94f856cecb8d8e598d">faiss::gpu::GpuIndexFlat</a> : <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#afedeff5442b6ed94f856cecb8d8e598d">faiss::gpu::GpuIndexFlat</a>
</li> </li>
<li>searchImpl_() <li>searchImpl_()
: <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a482408e73bfa420d46eed690f2936e04">faiss::gpu::GpuIndex</a> : <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a3285302b227052fee57b3df10c2a482b">faiss::gpu::GpuIndexIVFFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#ac99bfd11ff5150f29cf054ea55fc8fe4">faiss::gpu::GpuIndexFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a3285302b227052fee57b3df10c2a482b">faiss::gpu::GpuIndexIVFFlat</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFPQ.html#a42f619bee6ecb268442c7807e75896fe">faiss::gpu::GpuIndexIVFPQ</a> , <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFPQ.html#a42f619bee6ecb268442c7807e75896fe">faiss::gpu::GpuIndexIVFPQ</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a482408e73bfa420d46eed690f2936e04">faiss::gpu::GpuIndex</a>
, <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html#ac99bfd11ff5150f29cf054ea55fc8fe4">faiss::gpu::GpuIndexFlat</a>
</li> </li>
<li>seed <li>seed
: <a class="el" href="structfaiss_1_1ClusteringParameters.html#a509c65e2ebe6ecabebd163ecb03c5579">faiss::ClusteringParameters</a> : <a class="el" href="structfaiss_1_1ClusteringParameters.html#a509c65e2ebe6ecabebd163ecb03c5579">faiss::ClusteringParameters</a>
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</li> </li>
<li>Stack() <li>Stack()
: <a class="el" href="structfaiss_1_1gpu_1_1StackDeviceMemory_1_1Stack.html#a92a16b44da0ab2a89d3d032b762c0232">faiss::gpu::StackDeviceMemory::Stack</a> : <a class="el" href="structfaiss_1_1gpu_1_1StackDeviceMemory_1_1Stack.html#a783de9fc71cf57bf336c474f6155453d">faiss::gpu::StackDeviceMemory::Stack</a>
</li> </li>
<li>stack_ <li>stack_
: <a class="el" href="classfaiss_1_1gpu_1_1StackDeviceMemory.html#a323a632f397eaf3df3034595762c6a29">faiss::gpu::StackDeviceMemory</a> : <a class="el" href="classfaiss_1_1gpu_1_1StackDeviceMemory.html#a323a632f397eaf3df3034595762c6a29">faiss::gpu::StackDeviceMemory</a>
</li> </li>
<li>StackDeviceMemory() <li>StackDeviceMemory()
: <a class="el" href="classfaiss_1_1gpu_1_1StackDeviceMemory.html#afd7a84b8cd1f747d873cdd1ab07e8a4b">faiss::gpu::StackDeviceMemory</a> : <a class="el" href="classfaiss_1_1gpu_1_1StackDeviceMemory.html#a130f900c32ba91ae1f872c7ee506a93e">faiss::gpu::StackDeviceMemory</a>
</li> </li>
<li>start_ <li>start_
: <a class="el" href="structfaiss_1_1gpu_1_1StackDeviceMemory_1_1Stack.html#aed64654e7d498114fdd48a6f1cdb1aa2">faiss::gpu::StackDeviceMemory::Stack</a> : <a class="el" href="structfaiss_1_1gpu_1_1StackDeviceMemory_1_1Stack.html#aed64654e7d498114fdd48a6f1cdb1aa2">faiss::gpu::StackDeviceMemory::Stack</a>
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...@@ -118,7 +118,7 @@ size_t&#160;</td><td class="memItemRight" valign="bottom"><b>npartial</b></td></ ...@@ -118,7 +118,7 @@ size_t&#160;</td><td class="memItemRight" valign="bottom"><b>npartial</b></td></
</table> </table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"> <div class="textblock">
<p>Definition at line <a class="el" href="IndexIVF_8h_source.html#l00111">111</a> of file <a class="el" href="IndexIVF_8h_source.html">IndexIVF.h</a>.</p> <p>Definition at line <a class="el" href="IndexIVF_8h_source.html#l00153">153</a> of file <a class="el" href="IndexIVF_8h_source.html">IndexIVF.h</a>.</p>
</div><hr/>The documentation for this struct was generated from the following files:<ul> </div><hr/>The documentation for this struct was generated from the following files:<ul>
<li>/data/users/matthijs/github_faiss/faiss/<a class="el" href="IndexIVF_8h_source.html">IndexIVF.h</a></li> <li>/data/users/matthijs/github_faiss/faiss/<a class="el" href="IndexIVF_8h_source.html">IndexIVF.h</a></li>
<li>/data/users/matthijs/github_faiss/faiss/<a class="el" href="IndexIVF_8cpp_source.html">IndexIVF.cpp</a></li> <li>/data/users/matthijs/github_faiss/faiss/<a class="el" href="IndexIVF_8cpp_source.html">IndexIVF.cpp</a></li>
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...@@ -143,9 +143,9 @@ size_t&#160;</td><td class="memItemRight" valign="bottom"><b>heap_cycles</b></td ...@@ -143,9 +143,9 @@ size_t&#160;</td><td class="memItemRight" valign="bottom"><b>heap_cycles</b></td
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>statistics are robust to internal threading, but not if <a class="el" href="structfaiss_1_1IndexIVFPQ.html#afa7c9a7ae0316d2a05acb60ab2b7a31a">IndexIVFPQ::search</a> is called by multiple threads </p> <div class="textblock"><p>statistics are robust to internal threading, but not if <a class="el" href="structfaiss_1_1IndexIVFPQ.html#a150a37cf3e8a7e37cb8dab1d5678bc02">IndexIVFPQ::search_preassigned</a> is called by multiple threads </p>
<p>Definition at line <a class="el" href="IndexIVFPQ_8h_source.html#l00167">167</a> of file <a class="el" href="IndexIVFPQ_8h_source.html">IndexIVFPQ.h</a>.</p> <p>Definition at line <a class="el" href="IndexIVFPQ_8h_source.html#l00128">128</a> of file <a class="el" href="IndexIVFPQ_8h_source.html">IndexIVFPQ.h</a>.</p>
</div><hr/>The documentation for this struct was generated from the following files:<ul> </div><hr/>The documentation for this struct was generated from the following files:<ul>
<li>/data/users/matthijs/github_faiss/faiss/<a class="el" href="IndexIVFPQ_8h_source.html">IndexIVFPQ.h</a></li> <li>/data/users/matthijs/github_faiss/faiss/<a class="el" href="IndexIVFPQ_8h_source.html">IndexIVFPQ.h</a></li>
<li>/data/users/matthijs/github_faiss/faiss/<a class="el" href="IndexIVFPQ_8cpp_source.html">IndexIVFPQ.cpp</a></li> <li>/data/users/matthijs/github_faiss/faiss/<a class="el" href="IndexIVFPQ_8cpp_source.html">IndexIVFPQ.cpp</a></li>
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<p>Implements <a class="el" href="structfaiss_1_1Index.html#a1b5e9ac70adbce0897dd6c8276ad96f2">faiss::Index</a>.</p> <p>Implements <a class="el" href="structfaiss_1_1Index.html#a1b5e9ac70adbce0897dd6c8276ad96f2">faiss::Index</a>.</p>
<p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00841">841</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p> <p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00842">842</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p>
</div> </div>
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...@@ -294,7 +294,7 @@ typedef long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" hr ...@@ -294,7 +294,7 @@ typedef long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" hr
<p>Reimplemented from <a class="el" href="structfaiss_1_1Index.html#aa6931dfe054b33b02c842ff75f7a0c7f">faiss::Index</a>.</p> <p>Reimplemented from <a class="el" href="structfaiss_1_1Index.html#aa6931dfe054b33b02c842ff75f7a0c7f">faiss::Index</a>.</p>
<p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00850">850</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p> <p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00851">851</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p>
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...@@ -323,7 +323,7 @@ typedef long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" hr ...@@ -323,7 +323,7 @@ typedef long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" hr
</div><div class="memdoc"> </div><div class="memdoc">
<p>apply the transforms in the chain. The returned float * may be equal to x, otherwise it should be deallocated. </p> <p>apply the transforms in the chain. The returned float * may be equal to x, otherwise it should be deallocated. </p>
<p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00826">826</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p> <p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00827">827</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p>
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...@@ -375,7 +375,7 @@ typedef long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" hr ...@@ -375,7 +375,7 @@ typedef long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" hr
<p>Reimplemented from <a class="el" href="structfaiss_1_1Index.html#a1936604fffe16b0ef2a3879305950738">faiss::Index</a>.</p> <p>Reimplemented from <a class="el" href="structfaiss_1_1Index.html#a1936604fffe16b0ef2a3879305950738">faiss::Index</a>.</p>
<p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00885">885</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p> <p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00886">886</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p>
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...@@ -404,7 +404,7 @@ typedef long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" hr ...@@ -404,7 +404,7 @@ typedef long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" hr
<p>Reimplemented from <a class="el" href="structfaiss_1_1Index.html#af8bf7bd97aeed8ad5fc48b242379a68a">faiss::Index</a>.</p> <p>Reimplemented from <a class="el" href="structfaiss_1_1Index.html#af8bf7bd97aeed8ad5fc48b242379a68a">faiss::Index</a>.</p>
<p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00878">878</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p> <p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00879">879</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p>
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...@@ -470,7 +470,7 @@ typedef long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" hr ...@@ -470,7 +470,7 @@ typedef long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" hr
<p>Implements <a class="el" href="structfaiss_1_1Index.html#aced51b1ebc33c47ab3ae15ea906559a7">faiss::Index</a>.</p> <p>Implements <a class="el" href="structfaiss_1_1Index.html#aced51b1ebc33c47ab3ae15ea906559a7">faiss::Index</a>.</p>
<p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00863">863</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p> <p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00864">864</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p>
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...@@ -516,7 +516,7 @@ typedef long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" hr ...@@ -516,7 +516,7 @@ typedef long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" hr
<p>Reimplemented from <a class="el" href="structfaiss_1_1Index.html#a1ffe916c958605c38b0b1bfad42485e4">faiss::Index</a>.</p> <p>Reimplemented from <a class="el" href="structfaiss_1_1Index.html#a1ffe916c958605c38b0b1bfad42485e4">faiss::Index</a>.</p>
<p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00790">790</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p> <p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00791">791</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p>
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docs/html/structfaiss_1_1OPQMatrix.html
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...@@ -240,7 +240,7 @@ typedef <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eeb ...@@ -240,7 +240,7 @@ typedef <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eeb
<p>Reimplemented from <a class="el" href="structfaiss_1_1VectorTransform.html#a101ce54f1c60df19478801aa942470d9">faiss::VectorTransform</a>.</p> <p>Reimplemented from <a class="el" href="structfaiss_1_1VectorTransform.html#a101ce54f1c60df19478801aa942470d9">faiss::VectorTransform</a>.</p>
<p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00708">708</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p> <p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00709">709</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p>
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...@@ -286,7 +286,7 @@ typedef <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eeb ...@@ -286,7 +286,7 @@ typedef <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eeb
<p>Reimplemented from <a class="el" href="structfaiss_1_1VectorTransform.html#a7350d4dd28d60866d55ba4f75d2da84c">faiss::VectorTransform</a>.</p> <p>Reimplemented from <a class="el" href="structfaiss_1_1VectorTransform.html#a7350d4dd28d60866d55ba4f75d2da84c">faiss::VectorTransform</a>.</p>
<p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00547">547</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p> <p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00548">548</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p>
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docs/html/structfaiss_1_1PCAMatrix.html
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...@@ -249,7 +249,7 @@ typedef <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eeb ...@@ -249,7 +249,7 @@ typedef <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eeb
<p>Reimplemented from <a class="el" href="structfaiss_1_1VectorTransform.html#a101ce54f1c60df19478801aa942470d9">faiss::VectorTransform</a>.</p> <p>Reimplemented from <a class="el" href="structfaiss_1_1VectorTransform.html#a101ce54f1c60df19478801aa942470d9">faiss::VectorTransform</a>.</p>
<p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00521">521</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p> <p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00522">522</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p>
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docs/html/structfaiss_1_1RemapDimensionsTransform.html
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...@@ -189,7 +189,7 @@ typedef <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eeb ...@@ -189,7 +189,7 @@ typedef <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eeb
</div><div class="memdoc"> </div><div class="memdoc">
<p>remap input to output, skipping or inserting dimensions as needed if uniform: distribute dimensions uniformly otherwise just take the d_out first ones. </p> <p>remap input to output, skipping or inserting dimensions as needed if uniform: distribute dimensions uniformly otherwise just take the d_out first ones. </p>
<p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00920">920</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p> <p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00921">921</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p>
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gpu/GpuAutoTune.cpp
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...@@ -213,7 +213,6 @@ struct ToGpuClonerMultiple: faiss::Cloner, GpuMultipleClonerOptions { ...@@ -213,7 +213,6 @@ struct ToGpuClonerMultiple: faiss::Cloner, GpuMultipleClonerOptions {
Index *clone_Index(const Index *index) override { Index *clone_Index(const Index *index) override {
long n = sub_cloners.size(); long n = sub_cloners.size();
if (n == 1) if (n == 1)
return sub_cloners[0].clone_Index(index); return sub_cloners[0].clone_Index(index);
...@@ -259,14 +258,15 @@ struct ToGpuClonerMultiple: faiss::Cloner, GpuMultipleClonerOptions { ...@@ -259,14 +258,15 @@ struct ToGpuClonerMultiple: faiss::Cloner, GpuMultipleClonerOptions {
idx2.nprobe = index_ivfpq->nprobe; idx2.nprobe = index_ivfpq->nprobe;
idx2.use_precomputed_table = 0; idx2.use_precomputed_table = 0;
idx2.is_trained = index->is_trained; idx2.is_trained = index->is_trained;
index_ivfpq->copy_subset_to(idx2, 0, i0, i1); index_ivfpq->copy_subset_to(idx2, 2, i0, i1);
FAISS_ASSERT(idx2.ntotal == i1 - i0);
shards[i] = sub_cloners[i].clone_Index(&idx2); shards[i] = sub_cloners[i].clone_Index(&idx2);
} else if (index_ivfflat) { } else if (index_ivfflat) {
faiss::IndexIVFFlat idx2( faiss::IndexIVFFlat idx2(
index_ivfflat->quantizer, index->d, index_ivfflat->quantizer, index->d,
index_ivfflat->nlist, index_ivfflat->metric_type); index_ivfflat->nlist, index_ivfflat->metric_type);
idx2.nprobe = index_ivfflat->nprobe; idx2.nprobe = index_ivfflat->nprobe;
index_ivfflat->copy_subset_to(idx2, 0, i0, i1); index_ivfflat->copy_subset_to(idx2, 2, i0, i1);
idx2.nprobe = index_ivfflat->nprobe; idx2.nprobe = index_ivfflat->nprobe;
shards[i] = sub_cloners[i].clone_Index(&idx2); shards[i] = sub_cloners[i].clone_Index(&idx2);
} }
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gpu/GpuIndexIVFFlat.cu
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gpu/test/test_gpu_index.py
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index_io.cpp
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python/swigfaiss.py
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python/swigfaiss_gpu.py
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python/swigfaiss_gpu_wrap.cxx
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python/swigfaiss_wrap.cxx
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swigfaiss.swig
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