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Heap.cpp
/**
* Copyright (c) 2015-present, Facebook, Inc.
* All rights reserved.
*
* This source code is licensed under the CC-by-NC license found in the
* LICENSE file in the root directory of this source tree.
*/
/* Copyright 2004-present Facebook. All Rights Reserved. */
/* Function for soft heap */
#include "Heap.h"
namespace faiss {
template <typename C>
void HeapArray<C>::heapify ()
{
#pragma omp parallel for
for (size_t j = 0; j < nh; j++)
heap_heapify<C> (k, val + j * k, ids + j * k);
}
template <typename C>
void HeapArray<C>::reorder ()
{
#pragma omp parallel for
for (size_t j = 0; j < nh; j++)
heap_reorder<C> (k, val + j * k, ids + j * k);
}
template <typename C>
void HeapArray<C>::addn (size_t nj, const T *vin, TI j0,
size_t i0, long ni)
{
if (ni == -1) ni = nh;
assert (i0 >= 0 && i0 + ni <= nh);
#pragma omp parallel for
for (size_t i = i0; i < i0 + ni; i++) {
T * __restrict simi = get_val(i);
TI * __restrict idxi = get_ids (i);
const T *ip_line = vin + (i - i0) * nj;
for (size_t j = 0; j < nj; j++) {
T ip = ip_line [j];
if (C::cmp(simi[0], ip)) {
heap_pop<C> (k, simi, idxi);
heap_push<C> (k, simi, idxi, ip, j + j0);
}
}
}
}
template <typename C>
void HeapArray<C>::addn_with_ids (
size_t nj, const T *vin, const TI *id_in,
long id_stride, size_t i0, long ni)
{
if (id_in == nullptr) {
addn (nj, vin, 0, i0, ni);
return;
}
if (ni == -1) ni = nh;
assert (i0 >= 0 && i0 + ni <= nh);
#pragma omp parallel for
for (size_t i = i0; i < i0 + ni; i++) {
T * __restrict simi = get_val(i);
TI * __restrict idxi = get_ids (i);
const T *ip_line = vin + (i - i0) * nj;
const TI *id_line = id_in + (i - i0) * id_stride;
for (size_t j = 0; j < nj; j++) {
T ip = ip_line [j];
if (C::cmp(simi[0], ip)) {
heap_pop<C> (k, simi, idxi);
heap_push<C> (k, simi, idxi, ip, id_line [j]);
}
}
}
}
template <typename C>
void HeapArray<C>::per_line_extrema (
T * out_val,
TI * out_ids) const
{
#pragma omp parallel for
for (size_t j = 0; j < nh; j++) {
long imin = -1;
typename C::T xval = C::Crev::neutral ();
const typename C::T * x_ = val + j * k;
for (size_t i = 0; i < k; i++)
if (C::cmp (x_[i], xval)) {
xval = x_[i];
imin = i;
}
if (out_val)
out_val[j] = xval;
if (out_ids) {
if (ids && imin != -1)
out_ids[j] = ids [j * k + imin];
else
out_ids[j] = imin;
}
}
}
// explicit instanciations
template class HeapArray<CMin <float, long> >;
template class HeapArray<CMax <float, long> >;
template class HeapArray<CMin <int, long> >;
template class HeapArray<CMax <int, long> >;
} // END namespace fasis
faiss::HeapArray::reorder
void reorder()
reorder all the heaps
Definition: Heap.cpp:35
faiss::HeapArray::per_line_extrema
void per_line_extrema(T *vals_out, TI *idx_out) const
Definition: Heap.cpp:93
faiss::HeapArray
Definition: Heap.h:351
faiss::HeapArray::addn_with_ids
void addn_with_ids(size_t nj, const T *vin, const TI *id_in=nullptr, long id_stride=0, size_t i0=0, long ni=-1)
Definition: Heap.cpp:65
faiss::HeapArray::heapify
void heapify()
prepare all the heaps before adding
Definition: Heap.cpp:27
faiss::HeapArray::addn
void addn(size_t nj, const T *vin, TI j0=0, size_t i0=0, long ni=-1)
Definition: Heap.cpp:43