Adjust cron schedule and cleanup foundation model workflow

- Updated cron job in  to run at 2 AM instead of every minute.
- Removed outdated  comments in  after confirming functionality of test dataset download and model evaluation.
- Added  to document ITA instance training configuration.

dynamics_learning/entrypoint.sh

@@ -4,7 +4,7 @@
 printenv >> /etc/environment
 
 # Write out the cron job to a file
-echo "* * * * * /usr/bin/env python3 /app/dynamics_learning/foundation_model.py >> /var/log/cron.log 2>&1" > /etc/cron.d/mycron
+echo "* 2 * * * /usr/bin/env python3 /app/dynamics_learning/foundation_model.py >> /var/log/cron.log 2>&1" > /etc/cron.d/mycron
 
 # Apply cron job
 crontab /etc/cron.d/mycron

dynamics_learning/foundation_model.py

@@ -72,9 +72,9 @@ if __name__ == "__main__":
         if model:
             logger.info("Evaluating current model with test data.")
             test_dataset = Dataset(type="test")
-            test_dataset.download()  # FIXME
+            test_dataset.download()
             interpolate("/app/dynamics_learning/Trajectory Data/test")
-            model_analysis(test_dataset, model)  # FIXME
+            model_analysis(test_dataset, model)
             "\n=====================================\nModel evaluated\n=====================================\n"
         else:
             logger.info("Model is not being evaluated.")

dynamics_learning/train_instance.py

+# 5vlv6m3t: ITA instance from scratch (used to train LLT instance)