v0.10.0

This is the Katib 0.10 release for the Kubeflow 1.2.
The new Katib v1beta1 API version has been released.

New Features

Core Features

• The new Trial template design (#1208)
• Support custom Kubernetes CRD in the Trial template (#1214)
  • Add example for the Tekton Pipeline (#1339)
  • Add example for the Kubeflow MPIJob (#1342)
• Support early stopping with the Median Stopping Rule (#1344)
• Resume Experiment from the volume (#1275)
  • Support volume settings in the Katib config (#1291)
• Extract the Experiment metrics in multiple ways (#1140)
• Update the Python SDK for the v1beta1 version (#1252)

UI Features and Enhancements

• Show the Trial parameters on the submit Experiment page (#1224)
• Enable to set the Trial template YAML from the submit Experiment page (#1363)
• Optimise the Katib UI image (#1232)
• Enable sorting in the Trial list table (#1251)
• Add pages to the Trial list table (#1262)
• Use the V4 version for the Material UI (#1254)
• Automatically delete an empty ConfigMap with Trial templates (#1260)
• Create a ConfigMap with Trial templates (#1265)
• Support metrics strategies on the submit Experiment page (#1364)
• Add the resume policy to the submit Experiment page (#1362)
• Enable to create an early stopping Experiment from the submit Experiment page (#1373)

Bug fixes

• Check the Trials count before deleting it (#1223)
• Check that Trials are deleted (#1288)
• Fix the out of range error in the Hyperopt suggestion (#1315)
• Fix the pod ownership to inject the metrics collector (#1303)

Misc

• Switch the test infra to the AWS (#1356)
• Use the docker.io/kubeflowkatib registry to release images (#1372)

Change Log

See the Full Change Log.