Faiss 1.0.0

pts/faiss-1.0.0 - 28 April 2023 - Initial commit of FAISS

downloads.xml

<?xml version="1.0"?>
<!--Phoronix Test Suite v10.8.4-->
<PhoronixTestSuite>
  <Downloads>
    <Package>
      <URL>https://github.com/xianyi/OpenBLAS/archive/437c0bf2b4697339d96c7bd0bb0bcdac09eccba1.zip</URL>
      <MD5>622ddcb999fe99aec08f350eac316ffd</MD5>
      <SHA256>48261b648e3c726e1689e89fc8f2440a00624f35b07b4a0134f1a97fd4eddc30</SHA256>
      <FileName>OpenBLAS-437c0bf2b4697339d96c7bd0bb0bcdac09eccba1.zip</FileName>
      <FileSize>42119973</FileSize>
    </Package>
    <Package>
      <URL>https://github.com/facebookresearch/faiss/archive/refs/tags/v1.7.4.tar.gz</URL>
      <MD5>e1f96b228ec6a0819bc65efb9d196ec6</MD5>
      <SHA256>d9a7b31bf7fd6eb32c10b7ea7ff918160eed5be04fe63bb7b4b4b5f2bbde01ad</SHA256>
      <FileName>faiss-1.7.4.tar.gz</FileName>
      <FileSize>909408</FileSize>
    </Package>
    <Package>
      <URL>ftp://ftp.irisa.fr/local/texmex/corpus/sift.tar.gz</URL>
      <MD5>b23d1b3b2ee8469d819b61ca900ef0ed</MD5>
      <SHA256>92f1270c5e3a0cb46b89983e72b0511e4df065c31a9fa0276d8c9b1fca5bc81a</SHA256>
      <FileName>sift.tar.gz</FileName>
      <FileSize>168280445</FileSize>
    </Package>
  </Downloads>
</PhoronixTestSuite>

install.sh

#!/bin/sh
# Build our own BLAS to deal with NUM_THREADS limits with default Ubuntu packages on high core count systems....
mkdir ~/blas-install
unzip -o OpenBLAS-437c0bf2b4697339d96c7bd0bb0bcdac09eccba1.zip
cd OpenBLAS-437c0bf2b4697339d96c7bd0bb0bcdac09eccba1
make NUM_THREADS=512 USE_OPENMP=1
make PREFIX=$HOME/blas-install/ install
cd ~
pip3 install --user swig faiss-cpu==1.7.4
tar -xf faiss-1.7.4.tar.gz
cd faiss-1.7.4
chmod +x benchs/bench_polysemous_sift1m.py
LD_LIBRARY_PATH=$HOME/blas-install/lib/:$LD_LIBRARY_PATH PATH=$HOME/blas-install/bin/:$PATH cmake -B build -DFAISS_ENABLE_GPU=OFF -DBUILD_TESTING=OFF -DCMAKE_BUILD_TYPE=Release -DFAISS_OPT_LEVEL=avx2 -DFAISS_ENABLE_PYTHON=ON -DBLAS_LIBDIR=$HOME/blas-install/lib/ -DBLA_VENDOR=OpenBLAS -DBLAS_INCDIR=$HOME/blas-install/include/ .
cd build
make -j faiss
make demo_sift1M
echo $? > ~/install-exit-status
tar -xf ../../sift.tar.gz
mv sift sift1M
cd ~
echo "#!/bin/bash
cd faiss-1.7.4/build
./\$1 > \$LOG_FILE 2>&1
echo \$? > ~/test-exit-status" > faiss
chmod +x faiss

results-definition.xml

<?xml version="1.0"?>
<!--Phoronix Test Suite v10.8.4-->
<PhoronixTestSuite>
  <ResultsParser>
    <OutputTemplate>#_RESULT_# s] Compute recalls
</OutputTemplate>
    <LineHint>Compute recalls</LineHint>
    <StripFromResult>[</StripFromResult>
  </ResultsParser>
  <ResultsParser>
    <OutputTemplate>PQ baseline 	   #_RESULT_# ms per query, R@1 0.4462</OutputTemplate>
    <LineHint>PQ baseline</LineHint>
    <ResultScale>ms per query</ResultScale>
    <ResultProportion>LIB</ResultProportion>
    <AppendToArgumentsDescription>PQ baseline</AppendToArgumentsDescription>
  </ResultsParser>
  <ResultsParser>
    <OutputTemplate>Polysemous 64 	   #_RESULT_# ms per query, R@1 0.4462</OutputTemplate>
    <LineHint>Polysemous 64</LineHint>
    <ResultScale>ms per query</ResultScale>
    <ResultProportion>LIB</ResultProportion>
    <AppendToArgumentsDescription>Polysemous 64</AppendToArgumentsDescription>
    <Importance>Secondary</Importance>
  </ResultsParser>
  <ResultsParser>
    <OutputTemplate>Polysemous 62 	   #_RESULT_# ms per query, R@1 0.4462</OutputTemplate>
    <LineHint>Polysemous 62</LineHint>
    <ResultScale>ms per query</ResultScale>
    <ResultProportion>LIB</ResultProportion>
    <AppendToArgumentsDescription>Polysemous 62</AppendToArgumentsDescription>
    <Importance>Secondary</Importance>
  </ResultsParser>
  <ResultsParser>
    <OutputTemplate>Polysemous 58 	   #_RESULT_# ms per query, R@1 0.4462</OutputTemplate>
    <LineHint>Polysemous 58</LineHint>
    <ResultScale>ms per query</ResultScale>
    <ResultProportion>LIB</ResultProportion>
    <AppendToArgumentsDescription>Polysemous 58</AppendToArgumentsDescription>
    <Importance>Secondary</Importance>
  </ResultsParser>
  <ResultsParser>
    <OutputTemplate>Polysemous 54 	   #_RESULT_# ms per query, R@1 0.4462</OutputTemplate>
    <LineHint>Polysemous 54</LineHint>
    <ResultScale>ms per query</ResultScale>
    <ResultProportion>LIB</ResultProportion>
    <AppendToArgumentsDescription>Polysemous 54</AppendToArgumentsDescription>
    <Importance>Secondary</Importance>
  </ResultsParser>
  <ResultsParser>
    <OutputTemplate>Polysemous 50 	   #_RESULT_# ms per query, R@1 0.4462</OutputTemplate>
    <LineHint>Polysemous 50</LineHint>
    <ResultScale>ms per query</ResultScale>
    <ResultProportion>LIB</ResultProportion>
    <AppendToArgumentsDescription>Polysemous 50</AppendToArgumentsDescription>
    <Importance>Secondary</Importance>
  </ResultsParser>
  <ResultsParser>
    <OutputTemplate>Polysemous 46 	   #_RESULT_# ms per query, R@1 0.4462</OutputTemplate>
    <LineHint>Polysemous 46</LineHint>
    <ResultScale>ms per query</ResultScale>
    <ResultProportion>LIB</ResultProportion>
    <AppendToArgumentsDescription>Polysemous 46</AppendToArgumentsDescription>
    <Importance>Secondary</Importance>
  </ResultsParser>
  <ResultsParser>
    <OutputTemplate>Polysemous 42 	   #_RESULT_# ms per query, R@1 0.4462</OutputTemplate>
    <LineHint>Polysemous 42</LineHint>
    <ResultScale>ms per query</ResultScale>
    <ResultProportion>LIB</ResultProportion>
    <AppendToArgumentsDescription>Polysemous 42</AppendToArgumentsDescription>
    <Importance>Secondary</Importance>
  </ResultsParser>
  <ResultsParser>
    <OutputTemplate>Polysemous 38 	   #_RESULT_# ms per query, R@1 0.4462</OutputTemplate>
    <LineHint>Polysemous 38</LineHint>
    <ResultScale>ms per query</ResultScale>
    <ResultProportion>LIB</ResultProportion>
    <AppendToArgumentsDescription>Polysemous 38</AppendToArgumentsDescription>
    <Importance>Secondary</Importance>
  </ResultsParser>
  <ResultsParser>
    <OutputTemplate>Polysemous 34 	   #_RESULT_# ms per query, R@1 0.4462</OutputTemplate>
    <LineHint>Polysemous 34</LineHint>
    <ResultScale>ms per query</ResultScale>
    <ResultProportion>LIB</ResultProportion>
    <AppendToArgumentsDescription>Polysemous 34</AppendToArgumentsDescription>
    <Importance>Secondary</Importance>
  </ResultsParser>
  <ResultsParser>
    <OutputTemplate>Polysemous 30 	   #_RESULT_# ms per query, R@1 0.4462</OutputTemplate>
    <LineHint>Polysemous 30</LineHint>
    <ResultScale>ms per query</ResultScale>
    <ResultProportion>LIB</ResultProportion>
    <AppendToArgumentsDescription>Polysemous 30</AppendToArgumentsDescription>
    <Importance>Secondary</Importance>
  </ResultsParser>
</PhoronixTestSuite>

test-definition.xml

<?xml version="1.0"?>
<!--Phoronix Test Suite v10.8.4-->
<PhoronixTestSuite>
  <TestInformation>
    <Title>Faiss</Title>
    <AppVersion>1.7.4</AppVersion>
    <Description>Faiss is developed by Meta/Facebook. Faiss is a library for efficient similarity search and clustering of dense vectors.</Description>
    <ResultScale>Seconds</ResultScale>
    <Proportion>LIB</Proportion>
    <TimesToRun>3</TimesToRun>
  </TestInformation>
  <TestProfile>
    <Version>1.0.0</Version>
    <SupportedPlatforms>Linux</SupportedPlatforms>
    <SoftwareType>Utility</SoftwareType>
    <TestType>System</TestType>
    <License>Free</License>
    <Status>Verified</Status>
    <ExternalDependencies>python, build-utilities, fortran-compiler</ExternalDependencies>
    <RequiresInternet>TRUE</RequiresInternet>
    <EnvironmentSize>1100</EnvironmentSize>
    <ProjectURL>https://faiss.ai/</ProjectURL>
    <RepositoryURL>https://github.com/facebookresearch/faiss</RepositoryURL>
    <Maintainer>Michael Larabel</Maintainer>
  </TestProfile>
  <TestSettings>
    <Option>
      <DisplayName>Test</DisplayName>
      <Identifier>test</Identifier>
      <Menu>
        <Entry>
          <Name>demo_sift1M</Name>
          <Value>demos/demo_sift1M</Value>
        </Entry>
        <Entry>
          <Name>bench_polysemous_sift1m</Name>
          <Value>../benchs/bench_polysemous_sift1m.py</Value>
        </Entry>
      </Menu>
    </Option>
  </TestSettings>
</PhoronixTestSuite>