faiss/tests/CMakeLists.txt
Matthijs Douze b813ba805e Reduce mem usage + improve performance for sequential search imlementation
Summary:
Following up on issue https://github.com/facebookresearch/faiss/issues/2054 it seems that this code crashes Faiss (instead of just leaking memory).

Findings:

- when running in MT mode, each search in an indexflat used as coarse quantizer consumes some memory
- this mem consumption does not appear in single-thread mode or with few threads
- in gdb it appears that even when the nb of queries is 1, each search spawns max_threads threads (80 on the test machine)

This diff:

- adds a C++ test that checks how much mem is used when repeatedly searching a vector
- adjusts the number of search threads to the number of query vectors. This is especially useful for single-vector queries.

Reviewed By: beauby

Differential Revision: D31142383

fbshipit-source-id: 134ddaf141e7c52a854cea398f5dbf89951a7ff8
2021-10-05 15:54:04 -07:00

50 lines
1.2 KiB
CMake

# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
set(FAISS_TEST_SRC
test_binary_flat.cpp
test_dealloc_invlists.cpp
test_ivfpq_codec.cpp
test_ivfpq_indexing.cpp
test_lowlevel_ivf.cpp
test_merge.cpp
test_omp_threads.cpp
test_ondisk_ivf.cpp
test_pairs_decoding.cpp
test_params_override.cpp
test_pq_encoding.cpp
test_sliding_ivf.cpp
test_threaded_index.cpp
test_transfer_invlists.cpp
test_mem_leak.cpp
)
add_executable(faiss_test ${FAISS_TEST_SRC})
if(FAISS_OPT_LEVEL STREQUAL "avx2")
target_link_libraries(faiss_test PRIVATE faiss_avx2)
else()
target_link_libraries(faiss_test PRIVATE faiss)
endif()
include(FetchContent)
FetchContent_Declare(googletest
URL "https://github.com/google/googletest/archive/release-1.10.0.tar.gz")
set(BUILD_GMOCK CACHE BOOL OFF)
set(INSTALL_GTEST CACHE BOOL OFF)
FetchContent_MakeAvailable(googletest)
find_package(OpenMP REQUIRED)
target_link_libraries(faiss_test PRIVATE
OpenMP::OpenMP_CXX
gtest_main
)
# Defines `gtest_discover_tests()`.
include(GoogleTest)
gtest_discover_tests(faiss_test)