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Bump the Goptuna version up to v0.8.0 with IPOP-CMA-ES and BIPOP-CMA-ES support. #1519

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Apr 23, 2021
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Bump the Goptuna version up to v0.8.0 with IPOP-CMA-ES and BIPOP-CMA-ES support. #1519

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742533e
Upgrade to goptuna v0.8.0
c-bata Apr 22, 2021
548ccf6
Add option for restarting CMA-ES
c-bata Apr 22, 2021
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3 changes: 3 additions & 0 deletions examples/v1beta1/cmaes-example.yaml
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Expand Up @@ -12,6 +12,9 @@ spec:
- Train-accuracy
algorithm:
algorithmName: cmaes
algorithmSettings:
- name: "restart_strategy"
value: "ipop"
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I think we should also update the Kubeflow docs with the restart_strategy: https://www.kubeflow.org/docs/components/katib/experiment/#covariance-matrix-adaptation-evolution-strategy-cma-es.

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@c-bata c-bata Apr 22, 2021 •
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Thank you! I've just opened a draft pull request at kubeflow/website#2642 👍

parallelTrialCount: 3
maxTrialCount: 12
maxFailedTrialCount: 3
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6 changes: 3 additions & 3 deletions go.mod
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Expand Up @@ -6,11 +6,11 @@ require (
github.com/DATA-DOG/go-sqlmock v1.5.0
github.com/StackExchange/wmi v0.0.0-20210224194228-fe8f1750fd46 // indirect
github.com/awalterschulze/gographviz v2.0.3+incompatible
github.com/c-bata/goptuna v0.5.1
github.com/c-bata/goptuna v0.8.0
github.com/ghodss/yaml v1.0.1-0.20190212211648-25d852aebe32
github.com/go-ole/go-ole v1.2.5 // indirect
github.com/go-openapi/spec v0.19.3
github.com/go-sql-driver/mysql v1.4.1
github.com/go-sql-driver/mysql v1.5.0
github.com/golang/mock v1.4.4
github.com/golang/protobuf v1.4.3
github.com/google/go-containerregistry v0.4.1-0.20210128200529-19c2b639fab1
Expand All @@ -27,7 +27,7 @@ require (
github.com/tidwall/gjson v1.6.0
golang.org/x/net v0.0.0-20210224082022-3d97a244fca7
google.golang.org/genproto v0.0.0-20201110150050-8816d57aaa9a
google.golang.org/grpc v1.31.0
google.golang.org/grpc v1.32.0
gopkg.in/fsnotify/fsnotify.v1 v1.4.7 // indirect
k8s.io/api v0.20.4
k8s.io/apimachinery v0.20.4
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