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Description
Problem you have encountered: In Vertex AI, by using the Prebuilt XGBoost 1.1 container Image with custom training, it's getting difficult to match the returned prediction to input instances and the prediction output are out of order.
What you expected to happen: The batch Prediction output should be mapped with the input instances and also Vertex AI batch prediction does not guarantee the order of output.
Steps to reproduce:
1.Train a custom-trained model on Vertex AI using prebuilt XGBoost 1.1 container Image.
2.Run batch Prediction on Trained model.