search

kubeflow / katib

Automated Machine Learning on Kubernetes
https://www.kubeflow.org/docs/components/katib
Apache License 2.0
1.51k stars 443 forks source link

[Feature] Support DARTS in Katib #1167

Closed andreyvelich closed 4 years ago

andreyvelich commented 4 years ago

/kind feature

We should support DARTS algorithm in Katib. I start to work on it.

Original paper: https://arxiv.org/abs/1806.09055.

/area nas

issue-label-bot[bot] commented 4 years ago

Issue-Label Bot is automatically applying the labels:

Label Probability
feature 0.99

Please mark this comment with :thumbsup: or :thumbsdown: to give our bot feedback! Links: app homepage, dashboard and code for this bot.

andreyvelich commented 4 years ago

/assign @andreyvelich

gaocegege commented 4 years ago

Ref https://github.com/caicloud/katib/pull/9

andreyvelich commented 4 years ago

Check-list to integrate DARTS in Katib:

  1. [x] DARTS Suggestion + Training Container
  2. [x] Build image in the CI, update katib-config
  3. [x] Add tests for the service
  4. [x] Update documentation for DARTS
issue-label-bot[bot] commented 4 years ago

Issue-Label Bot is automatically applying the labels:

Label Probability
area/katib 0.64

Please mark this comment with :thumbsup: or :thumbsdown: to give our bot feedback! Links: app homepage, dashboard and code for this bot.

gaocegege commented 4 years ago

Ref https://github.com/kubeflow/katib/pull/1175

andreyvelich commented 4 years ago

Close this since DARTS is implemented to Katib.