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Releases: kubeflow/katib

v0.10.0

07 Nov 03:57
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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)
  • 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.

v0.9.0

16 Jun 11:10
917164a
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v0.9.0 Pre-release
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Katib release for Kubeflow 1.1

List of manifest and website changes: #1211

Full Changelog

v0.6.0-rc.0

28 Jun 19:05
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v0.6.0-rc.0 Pre-release
Pre-release

First rc of v0.6.0

v0.1.2-alpha

05 Jun 06:34
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v0.1.2-alpha Pre-release
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Full Changelog

Closed issues:

  • [request] Invite libbyandhelen as reviewer for algorithm support #82
  • cli failed to connect #80
  • CreateStudy RPC error: Objective_Value_Name is required #73
  • [cli] Use cobra to refactor the cli #54
  • Reduce time it takes to build all images #50
  • [release] Ksonnet the katib #32

Merged pull requests:

v0.1.1-alpha

26 Apr 03:25
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v0.1.1-alpha Pre-release
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Full Changelog

Closed issues:

  • [upstream] Update name in kubernetes/test-infra #63
  • [go] Update the package name, again #62
  • [test] Fix broken unit test cases #58
  • Provide a cli binary for macOS / darwin #57
  • Error running katib on latest master (04/13) #44
  • Upload existing models to modelDB interface #43
  • [release] Add cli to v0.1.0-alpha #31
  • [discussion] Find a new way to install CLI #26
  • [maintainance] Setup the repository #8
  • Existing approaches and design for hyperparameter-tuning #2

Merged pull requests:

v0.1.0-alpha

10 Apr 09:08
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Closed issues:

  • [suggestion] Move the logic about random service to random package #18
  • [build-release] Reuse the vendor during the image building process #14
  • [go] Rename the package from mlkube/katib to this repo #7
  • [go] Establish vendor dependencies for go #5
  • Rename to hyperparameter-tuning ? #1

Merged pull requests: