From 90551882176fba4204fc7995d9bb52343e7e3504 Mon Sep 17 00:00:00 2001 From: Andrey Velichkevich Date: Wed, 10 May 2023 12:52:22 +0100 Subject: [PATCH] Add multi-objective optimization --- ROADMAP.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/ROADMAP.md b/ROADMAP.md index 754568655b7..cbae77c97f1 100644 --- a/ROADMAP.md +++ b/ROADMAP.md @@ -4,20 +4,21 @@ - Support advance HyperParameter tuning algorithms: - - Population Based Training - [#1382](https://github.com/kubeflow/katib/issues/1382) + - Population Based Training (PBT) - [#1382](https://github.com/kubeflow/katib/issues/1382) - Tree of Parzen Estimators (TPE) - Multivariate TPE - Sobol’s Quasirandom Sequence - Asynchronous Successive Halving - [ASHA](https://arxiv.org/pdf/1810.05934.pdf) +- Support multi-objective optimization - [#1549](https://github.com/kubeflow/katib/issues/1549) +- Support various HP distributions (log-uniform, uniform, normal) - [#1207](https://github.com/kubeflow/katib/issues/1207) - Support Auto Model Compression - [#460](https://github.com/kubeflow/katib/issues/460) - Support Auto Feature Engineering - [#475](https://github.com/kubeflow/katib/issues/475) -- Improve Neural Architecture Search design. +- Improve Neural Architecture Search design ## Backend and API Enhancements - Conformance tests for Katib - [#2044](https://github.com/kubeflow/katib/issues/2044) -- Support various HP distributions (log-uniform, uniform, normal) - [#1207](https://github.com/kubeflow/katib/issues/1207) - Support push-based metrics collection in Katib - [#577](https://github.com/kubeflow/katib/issues/577) - Support PostgreSQL as a Katib DB - [#915](https://github.com/kubeflow/katib/issues/915) - Promote Katib CRDs (`Experiment`, `Suggestion`, and `Trial`) to the `v1` version