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aangelos28 committed Sep 26, 2024
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6 changes: 3 additions & 3 deletions _sources/user-guide/campaigns.rst.txt
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Expand Up @@ -34,7 +34,7 @@ There are six dynamic parameters, which are the inputs of the optimization probl
mixing_time: eos_dynamic
mixing_speed: eos_dynamic
Looking at the task specification of the `score_color` task, we also see that there is an output parameter called "loss".
Looking at the task specification of the ``score_color`` task, we also see that there is an output parameter called "loss".

:bdg-primary:`task.yml`

Expand Down Expand Up @@ -66,7 +66,7 @@ Looking at the task specification of the `score_color` task, we also see that th
Taking all these together, we see that this experiment involves selecting CMYK color component volumes, as well as a
mixing time and mixing speed and trying to minimize the loss of a synthesized color compared to an expected color.

This setup is also summarized in the `optimizer.py` file adjacent to `experiment.yml`.
This setup is also summarized in the ``optimizer.py`` file adjacent to ``experiment.yml``.

:bdg-primary:`optimizer.py`

Expand Down Expand Up @@ -104,7 +104,7 @@ This setup is also summarized in the `optimizer.py` file adjacent to `experiment
return constructor_args, BayesianSequentialOptimizer
The `eos_create_campaign_optimizer` function is used to create the optimizer for the campaign.
The ``eos_create_campaign_optimizer`` function is used to create the optimizer for the campaign.
We can see that the inputs are composed of all the dynamic parameters in the experiment and the output is the "loss"
output parameter from the "score_color" task.
The objective of the optimizer (and the campaign) is to minimize this loss.
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