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Epistimio/orion: Improved parallelization and PBT algorithm

Xavier Bouthillier; François Corneau-Tremblay; Thomas Schweizer; Christos Tsirigotis; Lin Dong; Mirko Bronzi; Reyhane Askari; Setepenre; Dendi Suhubdy; Olivier Breuleux; abergeron; Guillaume Alain; satyaog; notoraptor; Hadrien Bertrand; Michael; Dmitriy Serdyuk; Peter Henderson; Bruno Carrez; Olexa Bilaniuk; Fabrice Normandin; Pascal Lamblin


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  <identifier identifierType="DOI">10.5281/zenodo.6050090</identifier>
  <creators>
    <creator>
      <creatorName>Xavier Bouthillier</creatorName>
    </creator>
    <creator>
      <creatorName>François Corneau-Tremblay</creatorName>
      <affiliation>@mila-iqia</affiliation>
    </creator>
    <creator>
      <creatorName>Thomas Schweizer</creatorName>
    </creator>
    <creator>
      <creatorName>Christos Tsirigotis</creatorName>
      <affiliation>@mila-iqia</affiliation>
    </creator>
    <creator>
      <creatorName>Lin Dong</creatorName>
    </creator>
    <creator>
      <creatorName>Mirko Bronzi</creatorName>
      <affiliation>@mila-iqia</affiliation>
    </creator>
    <creator>
      <creatorName>Reyhane Askari</creatorName>
      <affiliation>MILA @ Université de Montréal</affiliation>
    </creator>
    <creator>
      <creatorName>Setepenre</creatorName>
    </creator>
    <creator>
      <creatorName>Dendi Suhubdy</creatorName>
      <affiliation>@bitwyre</affiliation>
    </creator>
    <creator>
      <creatorName>Olivier Breuleux</creatorName>
    </creator>
    <creator>
      <creatorName>abergeron</creatorName>
    </creator>
    <creator>
      <creatorName>Guillaume Alain</creatorName>
      <affiliation>Mila</affiliation>
    </creator>
    <creator>
      <creatorName>satyaog</creatorName>
    </creator>
    <creator>
      <creatorName>notoraptor</creatorName>
    </creator>
    <creator>
      <creatorName>Hadrien Bertrand</creatorName>
      <affiliation>Mila</affiliation>
    </creator>
    <creator>
      <creatorName>Michael</creatorName>
      <affiliation>@mila-iqia</affiliation>
    </creator>
    <creator>
      <creatorName>Dmitriy Serdyuk</creatorName>
      <affiliation>@mila-iqia</affiliation>
    </creator>
    <creator>
      <creatorName>Peter Henderson</creatorName>
    </creator>
    <creator>
      <creatorName>Bruno Carrez</creatorName>
    </creator>
    <creator>
      <creatorName>Olexa Bilaniuk</creatorName>
    </creator>
    <creator>
      <creatorName>Fabrice Normandin</creatorName>
    </creator>
    <creator>
      <creatorName>Pascal Lamblin</creatorName>
    </creator>
  </creators>
  <titles>
    <title>Epistimio/orion: Improved parallelization and PBT algorithm</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2022</publicationYear>
  <dates>
    <date dateType="Issued">2022-02-12</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/6050090</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://github.com/Epistimio/orion/tree/v0.2.2</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.3478592</relatedIdentifier>
  </relatedIdentifiers>
  <version>v0.2.2</version>
  <rightsList>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;Parallelization is improved leveraging new Runner (#684) and a shared algorithm state (#786).&lt;/p&gt;
🚀 Features
&lt;ul&gt;
&lt;li&gt;PBT implementation @bouthilx (#705)&lt;/li&gt;
&lt;/ul&gt;
🏗  Enhancements
&lt;ul&gt;
&lt;li&gt;Shared algorithm status @bouthilx (#786)&lt;/li&gt;
&lt;li&gt;Fix get_prior_string [#774] @Delaunay (#776)&lt;/li&gt;
&lt;li&gt;Replace np.object by object; np.object is deprecated @Delaunay (#773)&lt;/li&gt;
&lt;li&gt;Update backend_plotly.py @Delaunay (#772)&lt;/li&gt;
&lt;li&gt;Rework workon @Delaunay (#684)&lt;/li&gt;
&lt;li&gt;Print version on debug verbosity level @nurbal (#765)&lt;/li&gt;
&lt;li&gt;Remove ParallelStrategies from Producer and make them reusable modules for algorithms instead. @bouthilx (#760)&lt;/li&gt;
&lt;/ul&gt;
🐛 Bug Fixes
&lt;ul&gt;
&lt;li&gt;(re) Fix parsing of hps with "." in name from commandline @lebrice (#785)&lt;/li&gt;
&lt;li&gt;Fix multiprocess del guard @Delaunay (#784)&lt;/li&gt;
&lt;li&gt;Replace exp's stat dict by a dataclass @bouthilx (#771)&lt;/li&gt;
&lt;li&gt;replace count by count_documents #706  @Delaunay (#707)&lt;/li&gt;
&lt;/ul&gt;
📜 Documentation
&lt;ul&gt;
&lt;li&gt;Escape the escape @Delaunay (#783)&lt;/li&gt;
&lt;/ul&gt;
🧰  Maintenance
&lt;ul&gt;
&lt;li&gt;Fix Track requirement URL for github @bouthilx (#761)&lt;/li&gt;
&lt;/ul&gt;</description>
  </descriptions>
</resource>
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