I'm trying to run XGBoost example pipline in MiniKF installed in GCP through application manager. I have a free account with free credits and apparently the max number of CPUs for this account is 8. MiniKF was installed and other example pipelines ran without issues. However, when I try to run XGBoost pipeline I'm getting an error that quotas for 'CPUS' and 'CPUS_ALL_REGIONS' exceeded (12 CPUs are required).
Source code: https://github.com/kubeflow/pipelines/tree/0.1.40/samples/core/xgboost_training_cm
Is there any way to reduce the number of required CPUs in this XGBoost example pipeline?
Your free trial credit applies to all Google Cloud resources, with the following exceptions:
You can't have more than 8 cores (or virtual CPUs) running at the same time.
You can't add GPUs to your VM instances.
You can't request a quota increase.
You can't create VM instances that are based on Windows Server images.
You must upgrade your account to perform any of the actions in the preceding list.