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                <h1 id="30052020-peter-sovietov"><span style="font-weight:normal;font-style:italic;font-size:medium">30/05/2020, Peter Sovietov</span><a class="headerlink" href="#30052020-peter-sovietov" title="Permanent link">&para;</a></h1>
<p>Использование рекомендательных систем для автонастройки компилятора, с учетом собранной ранее информации. Результаты внушают оптимизм.
<strong>A Collaborative Filtering Approach for the Automatic Tuning of Compiler Optimisations </strong>
<a href="https://arxiv.org/pdf/2005.04092.pdf">https://arxiv.org/pdf/2005.04092.pdf</a></p>
<p><a href="autotuning.html">#autotuning</a> <a href="optimization.html">#optimization</a> <a href="compiler.html">#compiler</a> <a href="machinelearning.html">#machinelearning</a></p>
<hr />
<h1 id="20052020"><span style="font-weight:normal;font-style:italic;font-size:medium">20/05/2020</span><a class="headerlink" href="#20052020" title="Permanent link">&para;</a></h1>
<p><strong>A Language for Describing Optimization Strategies </strong>
Пример использования стратегического переписывания термов в духе Stratego. В статье демонстрируются оптимизирующие преобразования на Scala, для GPU и других ускорителей.
<a href="https://arxiv.org/pdf/2002.02268.pdf">https://arxiv.org/pdf/2002.02268.pdf</a></p>
<p><a href="optimization.html">#optimization</a></p>
<hr />
<h1 id="12052020"><span style="font-weight:normal;font-style:italic;font-size:medium">12/05/2020</span><a class="headerlink" href="#12052020" title="Permanent link">&para;</a></h1>
<p>Основные работы по методу насыщения равенствами (equality saturation)</p>
<p><strong>Denali: A Goal-directed Superoptimizer</strong> (в работе описывается применение E-Graphs для задач оптимизации программ)
<a href="https://courses.cs.washington.edu/courses/cse501/15sp/papers/joshi.pdf">https://courses.cs.washington.edu/courses/cse501/15sp/papers/joshi.pdf</a></p>
<p><strong>Equality Saturation: A New Approach to Optimization</strong> (вместо E-Graphs используются PEG/E-PEG, поддерживающие управляющие конструкции)
<a href="https://www.cs.cornell.edu/~ross/publications/eqsat/">https://www.cs.cornell.edu/~ross/publications/eqsat/</a></p>
<p><strong>&ldquo;Доказательство свойств функциональных программ методом насыщения равенствами&rdquo;</strong> (диссертация на русском языке)
<a href="https://keldysh.ru/council/1/2017-grechanik/diss.pdf">https://keldysh.ru/council/1/2017-grechanik/diss.pdf</a></p>
<p><a href="synth.html">#synth</a> <a href="optimization.html">#optimization</a></p>
<hr />
<h1 id="11052020"><span style="font-weight:normal;font-style:italic;font-size:medium">11/05/2020</span><a class="headerlink" href="#11052020" title="Permanent link">&para;</a></h1>
<p>Работы по практическому применению передовых подходов E-Graphs (дедуктивный синтез программ) и Equality Saturation (решение для проблемы phase ordering).</p>
<p>Особенно интересно, что для серьезных примеров использования взяты области, далекие от традиционных целевых представлений компиляторов. Это показывает, что компиляторные технологии имеют более широкое применение, чем иногда принято думать.</p>
<p><strong>Carpentry Compiler </strong>
<a href="https://grail.cs.washington.edu/projects/carpentrycompiler/files/CarpentryCompiler.pdf">https://grail.cs.washington.edu/projects/carpentrycompiler/files/CarpentryCompiler.pdf</a></p>
<p><strong>Synthesizing Structured CAD Models with Equality Saturation and Inverse Transformations </strong>
<a href="https://jamesrwilcox.com/szalinski.pdf">https://jamesrwilcox.com/szalinski.pdf</a></p>
<p>Для работы с E-Graphs авторами разработана библиотека egg (есть веб-демо).</p>
<p><strong>egg: Easy, Efficient, and Extensible E-graphs </strong>
<a href="https://arxiv.org/pdf/2004.03082.pdf">https://arxiv.org/pdf/2004.03082.pdf</a></p>
<p><a href="https://github.com/mwillsey/egg">https://github.com/mwillsey/egg</a></p>
<p><a href="optimization.html">#optimization</a></p>
                
              
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