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I removed new Trial template doc since it's outdated.
How to add new Trial kind can be found here: https://www.kubeflow.org/docs/components/katib/trial-template/#use-custom-kubernetes-resource-as-a-trial-template.
I will update the README in a separate PR.
/assign @gaocegege @johnugeorge