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Multi-Objective Optimization</a>).</p>
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<p>Due to computing the Gramian iteratively over the layers, without ever having to store the full
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Jacobian in memory, this method is much more memory-efficient than
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<a class="reference internal" href="../autojac/"><span class="doc">autojac</span></a>, which makes it often much faster.</p>
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<a class="reference internal" href="../autojac/"><span class="doc">autojac</span></a>, which makes it often much faster. Note that we’re still working
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on making autogram faster and more memory-efficient, and it’s interface may change in future
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releases.</p>
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<p>The list of Weightings compatible with <code class="docutils literal notranslate"><span class="pre">autogram</span></code> is:</p>
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<ul class="simple">
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<li><p><a class="reference internal" href="../aggregation/upgrad/#torchjd.aggregation.UPGradWeighting" title="torchjd.aggregation.UPGradWeighting"><code class="xref py py-class docutils literal notranslate"><span class="pre">UPGradWeighting</span></code></a></p></li>

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