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Fix wording
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@@ -207,7 +207,7 @@ Let’s walk through the script we used for the optimization.
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)
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save_note(trial, note)
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In the ``suggest_and_generate_image`` function, a new Trial is obtained and new hyperparameters are suggested for that Trial. Based on those hyperparameters, an RGB image is generated as an artifact. The generated image is then uploaded to the Artifact Storage of the Optuna Dashboard, and the image is also displayed in the Dashboard's Note. For more information on how to use the Note feature, please refer to the API Reference of :func:`~optuna_dashboard.save_note`.
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In the ``suggest_and_generate_image`` function, a new Trial is obtained and new hyperparameters are suggested for that Trial. Based on those hyperparameters, an RGB image is generated as an artifact. The generated image is then uploaded to the Artifact Store of the Optuna, and the image is also displayed in the Dashboard's Note. For more information on how to use the Note feature, please refer to the API Reference of :func:`~optuna_dashboard.save_note`.
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.. code-block:: python
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:linenos:
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@@ -273,7 +273,7 @@ The function ``start_optimization`` defines our loop for HITL optimization to ge
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In the ``main`` function, at first, the locations of the Artifact Store is set.
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* At #1, the `FileSystemArtifactStore <https://optuna.readthedocs.io/en/stable/reference/generated/optuna.artifacts.FileSystemArtifactStore.html>` is created, which is one of the Artifact Store options used in the Optuna. Artifact Store is used to store artifacts (data, files, etc.) generated during Optuna trials. For more information, please refer to the API Reference.
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* At #1, the `FileSystemArtifactStore <https://optuna.readthedocs.io/en/stable/reference/generated/optuna.artifacts.FileSystemArtifactStore.html>`_ is created, which is one of the Artifact Store options used in the Optuna. Artifact Store is used to store artifacts (data, files, etc.) generated during Optuna trials. For more information, please refer to the API Reference.
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* At #2, `start_optimization()` function, which is described above, is called.
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After that, two folders are created, artifact and tmp, and then ``start_optimization`` function is called to start the HITL optimization using Optuna.
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