Katib v0.14.0

This is the Katib v0.14.0 release.

New Features

Core Features

• Population based training (#1833 by @a9p)
• Support JSON format logs in file-metrics-collector (#1765 by @tenzen-y)
• Include MetricsUnavailable condition to Complete in Trial (#1877 by @tenzen-y)
• Allow running examples on Apple Silicon M1 and fix image build errors for arm64 (#1898 by @tenzen-y)
• Configurable job name and service name for cert generator (#1889 by @shaowei-su)

UI Features and Enhancements

• Add PBT to experiment creation form (#1909 by @a9p)
• Distinct page for each Trial in the UI (#1783 by @d-gol)

Bug fixes

• Add the pytorch-mnist with GPU support container image (#1917 by @tenzen-y)
• Fix push script to include new images (#1912 by @johnugeorge)
• Fixes lint warnings in YAML files (#1902 by @Rishit-dagli)
• Fix errors when running the test on Apple Silicon M1 (#1886 by @tenzen-y)
• Reconcile trial assignments by comparing suggestion and trials being executed (#1831 by @henrysecond1)
• Increate the probes seconds in manifests (#1845 by @haoxins)
• Set upper constraint for Optuna (#1852 by @himkt)
• Don't check if trial's metadata is in spec.parameters (#1848 by @alexeygorobets)

Documentation

• Fix the FPGA examples documentation (#1841 by @eliaskoromilas)
• Add CyberAgent to adopters (#1894 by @tenzen-y)

Misc

• Updating the training operator image in CI (#1910 by @johnugeorge)
• Upgrade Python and Pytorch versions for some examples (#1906 by @tenzen-y)
• Linting for K8s YAML files (#1901 by @Rishit-dagli)
• Change integration test sysytem from KinD Cluster to Minikube Cluster (#1899 by @tenzen-y)
• Upgrade mysql version to v8.0.29 (#1897 by @tenzen-y)
• Upgrade tensorflow-aarch64 version to v2.9.1 (#1891 by @tenzen-y)
• chore: Upgrade Go libraries to resolve some security issues in the katib-controller (#1888 by @tenzen-y)
• Migrate kubeflow-katib-presubmit to GitHub Actions (#1882 by @tenzen-y)
• Add semicolon when using command command in Makefile (#1885 by @tenzen-y)
• Fix HAS_SHELLCHECK and HAS_SETUP_ENVTEST in Makefile (#1884 by @tenzen-y)
• Remove presubmit tests depending on optional-test-infra (#1871 by @aws-kf-ci-bot)
• Upgrade the Tensorflow version to address some security issues (#1870 by @tenzen-y)
• Upgrade the grpc_health_probe version to v0.4.11 to resolve security vulnerability CVE-2022-27191 (#1875 by @tenzen-y)
• additional metric names should not include objective metric name (#1874 by @henrysecond1)
• Upgrade the Kubernetes Python client to 22.6.0 (#1869 by @tenzen-y)
• Upgrade the kubebuilder to v3.2.0 and Kubernetes Go libraries to v1.22.2 (#1861 by @tenzen-y)
• Update FPGA XGBoost example (#1865 by @eliaskoromilas)
• Fix kubeflowkatib/mxnet-mnist image (#1866 by @tenzen-y)
• pins pip and setuptools versions operators to avoid installation issues (#1867 by @DnPlas)
• Add shellcheck (#1857 by @tenzen-y)
• Bump kubeflow-katib and kfp version in notebook examples (#1849 by @tenzen-y)
• Add prometheus scraping and grafana support to charmed katib-controller operator (#1839 by @jardon)
• Upgrade Black to fix linting (#1842 by @jardon)

Change Log

Check the Full Change Log.