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Update documentation
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allenanie committed Dec 9, 2024
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Expand Up @@ -988,9 +988,9 @@ <h4 class="mb-4">Trace Graph</h4>
Users can choose to present as much information (i.e., a complete picture of the workflow) or
as little information (i.e., only the most crucial part of the workflow) as possible.
</p>
<div class="mt-4 mb-4 row justify-content-center">
<img src="images/forward_graph_colored.png" alt="Trace graph" style="max-width: 436px;">
</div>
<div class="text-center">
<img style="width:70%" src="images/forward_graph_colored.png" alt="Trace graph" style="max-width: 436px;">
</div>
<p>An <u>optimizer</u> works with this Trace graph presented by Trace (which is called the trace feedback in the paper), which gives <i> structural </i> information of computation process. In the paper, we present an initial design of a generative optimizer (OptoPrime) that represents the Trace graph as a code debugging report, and ask an LLM to change part of the graph that is marked as
<code>trainable=True</code> according to feedback.
</p>
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