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60 lines
2.0 KiB
60 lines
2.0 KiB
---
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apiVersion: config.kubeflow.org/v1beta1
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kind: KatibConfig
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init:
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certGenerator:
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enable: true
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controller:
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webhookPort: 8443
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trialResources:
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- Job.v1.batch
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- TFJob.v1.kubeflow.org
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- PyTorchJob.v1.kubeflow.org
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- MPIJob.v1.kubeflow.org
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- XGBoostJob.v1.kubeflow.org
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runtime:
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metricsCollectors:
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- kind: StdOut
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image: ghcr.io/kubeflow/katib/file-metrics-collector:v0.18.0
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- kind: File
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image: ghcr.io/kubeflow/katib/file-metrics-collector:v0.18.0
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- kind: TensorFlowEvent
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image: ghcr.io/kubeflow/katib/tfevent-metrics-collector:v0.18.0
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resources:
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limits:
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memory: 1Gi
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suggestions:
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- algorithmName: random
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image: ghcr.io/kubeflow/katib/suggestion-hyperopt:v0.18.0
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- algorithmName: tpe
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image: ghcr.io/kubeflow/katib/suggestion-hyperopt:v0.18.0
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- algorithmName: grid
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image: ghcr.io/kubeflow/katib/suggestion-optuna:v0.18.0
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- algorithmName: hyperband
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image: ghcr.io/kubeflow/katib/suggestion-hyperband:v0.18.0
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- algorithmName: bayesianoptimization
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image: ghcr.io/kubeflow/katib/suggestion-skopt:v0.18.0
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- algorithmName: cmaes
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image: ghcr.io/kubeflow/katib/suggestion-goptuna:v0.18.0
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- algorithmName: sobol
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image: ghcr.io/kubeflow/katib/suggestion-goptuna:v0.18.0
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- algorithmName: multivariate-tpe
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image: ghcr.io/kubeflow/katib/suggestion-optuna:v0.18.0
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- algorithmName: enas
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image: ghcr.io/kubeflow/katib/suggestion-enas:v0.18.0
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resources:
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limits:
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memory: 400Mi
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- algorithmName: darts
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image: ghcr.io/kubeflow/katib/suggestion-darts:v0.18.0
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- algorithmName: pbt
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image: ghcr.io/kubeflow/katib/suggestion-pbt:v0.18.0
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persistentVolumeClaimSpec:
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accessModes:
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- ReadWriteMany
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resources:
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requests:
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storage: 5Gi
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earlyStoppings:
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- algorithmName: medianstop
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image: ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0
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