Scikit-Learn 1.2.0

pts/scikit-learn-1.2.0 - 20 November 2022 - Update test against upstream, add more benchmark options...

downloads.xml

<?xml version="1.0"?>
<!--Phoronix Test Suite v10.8.4-->
<PhoronixTestSuite>
  <Downloads>
    <Package>
      <URL>https://github.com/scikit-learn/scikit-learn/archive/refs/tags/1.1.3.tar.gz</URL>
      <MD5>b4fb711b00c9d1a4caa438c99b3acae9</MD5>
      <SHA256>b7c0a9fb8dfcefcfc7ef8fe02a064d194980251d57efaea972cb76005afb3c63</SHA256>
      <FileName>scikit-learn-1.1.3.tar.gz</FileName>
      <FileSize>7094531</FileSize>
    </Package>
  </Downloads>
</PhoronixTestSuite>

install.sh

#!/bin/sh
pip3 install --user scikit-learn==1.1.3 scipy==1.9.3 pandas==1.5.1
tar -xf scikit-learn-1.1.3.tar.gz
cd scikit-learn-1.1.3/benchmarks/
# Cache the datasets or anything else that may get downloaded...
python3 bench_random_projections.py
python3 bench_mnist.py
python3 bench_tsne_mnist.py
echo $? > ~/install-exit-status
cd ~
echo "#!/bin/sh
cd scikit-learn-1.1.3/benchmarks/
python3 bench_\$@
echo \$? > ~/test-exit-status" > scikit-learn
chmod +x scikit-learn

results-definition.xml

<?xml version="1.0"?>
<!--Phoronix Test Suite v10.8.4-->
<PhoronixTestSuite>
  <SystemMonitor>
    <Sensor>sys.time</Sensor>
  </SystemMonitor>
</PhoronixTestSuite>

test-definition.xml

<?xml version="1.0"?>
<!--Phoronix Test Suite v10.8.4-->
<PhoronixTestSuite>
  <TestInformation>
    <Title>Scikit-Learn</Title>
    <AppVersion>1.1.3</AppVersion>
    <Description>Scikit-learn is a Python module for machine learning</Description>
    <ResultScale>Seconds</ResultScale>
    <Proportion>LIB</Proportion>
    <TimesToRun>3</TimesToRun>
  </TestInformation>
  <TestProfile>
    <Version>1.2.0</Version>
    <SupportedPlatforms>Linux, BSD</SupportedPlatforms>
    <SoftwareType>Utility</SoftwareType>
    <TestType>System</TestType>
    <License>Free</License>
    <Status>Verified</Status>
    <ExternalDependencies>python</ExternalDependencies>
    <ProjectURL>http://scikit-learn.org/</ProjectURL>
    <RepositoryURL>https://github.com/scikit-learn/scikit-learn</RepositoryURL>
    <Maintainer>Michael Larabel</Maintainer>
  </TestProfile>
  <TestSettings>
    <Option>
      <DisplayName>Benchmark</DisplayName>
      <Identifier>benchmark</Identifier>
      <Menu>
        <Entry>
          <Name>Sparse Random Projections, 100 Iterations</Name>
          <Value>random_projections.py --n-times 100</Value>
        </Entry>
        <Entry>
          <Name>MNIST Dataset</Name>
          <Value>mnist.py</Value>
        </Entry>
        <Entry>
          <Name>TSNE MNIST Dataset</Name>
          <Value>tsne_mnist.py</Value>
        </Entry>
      </Menu>
    </Option>
  </TestSettings>
</PhoronixTestSuite>