mirror of
https://github.com/facebookresearch/faiss.git
synced 2025-06-03 21:54:02 +08:00
36ddba9196
* Facebook sync (2019-09-10) * Fix depends Makefile target. * Add faiss symlink for new include directives. * Fix missing header. * Fix tests. * Fix Makefile. * Update depend. * Fix include directives spacing.
40 lines
1.3 KiB
Plaintext
40 lines
1.3 KiB
Plaintext
/**
|
|
* Copyright (c) Facebook, Inc. and its affiliates.
|
|
*
|
|
* This source code is licensed under the MIT license found in the
|
|
* LICENSE file in the root directory of this source tree.
|
|
*/
|
|
|
|
|
|
#pragma once
|
|
|
|
#include <faiss/gpu/utils/Tensor.cuh>
|
|
|
|
namespace faiss { namespace gpu {
|
|
|
|
// Calculates residual v_i - c_j for all v_i in vecs where j = vecToCentroid[i]
|
|
void runCalcResidual(Tensor<float, 2, true>& vecs,
|
|
Tensor<float, 2, true>& centroids,
|
|
Tensor<int, 1, true>& vecToCentroid,
|
|
Tensor<float, 2, true>& residuals,
|
|
cudaStream_t stream);
|
|
|
|
void runCalcResidual(Tensor<float, 2, true>& vecs,
|
|
Tensor<half, 2, true>& centroids,
|
|
Tensor<int, 1, true>& vecToCentroid,
|
|
Tensor<float, 2, true>& residuals,
|
|
cudaStream_t stream);
|
|
|
|
// Gather vectors
|
|
void runReconstruct(Tensor<int, 1, true>& listIds,
|
|
Tensor<float, 2, true>& vecs,
|
|
Tensor<float, 2, true>& out,
|
|
cudaStream_t stream);
|
|
|
|
void runReconstruct(Tensor<int, 1, true>& listIds,
|
|
Tensor<half, 2, true>& vecs,
|
|
Tensor<float, 2, true>& out,
|
|
cudaStream_t stream);
|
|
|
|
} } // namespace
|