diff --git a/docs/tutorials/hitl.rst b/docs/tutorials/hitl.rst index 2f1fa5fc..d7ac1d71 100644 --- a/docs/tutorials/hitl.rst +++ b/docs/tutorials/hitl.rst @@ -56,10 +56,9 @@ The system architecture for this tutorial’s example is as follows: In HITL optimization using Optuna Dashboard, there are primarily the following components: -1. Evaluator (human) who evaluates the outputs -2. Optuna Dashboard for displaying the outputs and making evaluations -3. Database and File Storage to store the experiment’s data (Study) -4. Script that samples hyperparameters from Optuna and generates outputs +1. Optuna Dashboard for displaying the outputs and making evaluations +2. Database and File Storage to store the experiment’s data (Study) +3. Script that samples hyperparameters from Optuna and generates outputs The DB is the place where the information of the Study is stored. The Artifact Store is a place for storing artifacts (data, files, etc.) for the Optuna Dashboard. In this case, it is used as a storage location for the RGB images. @@ -75,13 +74,11 @@ Our script repeatedly performs these steps: Additionally, the evaluator, Optuna Dashboard, and Optuna perform the following processes: -a. Optuna Dashboard retrieves the RGB images uploaded to the Artifact Store -b. Optuna Dashboard displays the retrieved RGB images to the evaluator -c. The evaluator reviews the displayed RGB images -d. The evaluator inputs their evaluation of how close the displayed image is to the "color of the sunset" into the Optuna Dashboard -e. Optuna Dashboard saves the evaluation results in the database +a. Optuna Dashboard retrieves the RGB images uploaded to the Artifact Store and displays the retrieved RGB images to the evaluator +b. The evaluator reviews the displayed RGB images and inputs their evaluation of how close the displayed image is to the "color of the sunset" into the Optuna Dashboard +c. Optuna Dashboard saves the evaluation results in the database -In the example of this tutorial, processes 1-3 and a-e are executed in parallel. +In the example of this tutorial, processes 1-3 and a-c are executed in parallel. Steps ~~~~~ diff --git a/docs/tutorials/images/hitl4.png b/docs/tutorials/images/hitl4.png index f4ee1d34..78a6d160 100644 Binary files a/docs/tutorials/images/hitl4.png and b/docs/tutorials/images/hitl4.png differ diff --git a/docs/tutorials/images/hitl5.png b/docs/tutorials/images/hitl5.png index 27b1e171..921ac46f 100644 Binary files a/docs/tutorials/images/hitl5.png and b/docs/tutorials/images/hitl5.png differ diff --git a/docs/tutorials/images/hitl6.png b/docs/tutorials/images/hitl6.png index e977fe62..100369ab 100644 Binary files a/docs/tutorials/images/hitl6.png and b/docs/tutorials/images/hitl6.png differ