Revision 1f74dc103a537405a3b2a2eb1d9bb472f3a830f5 authored by Johnu George on 31 March 2019, 06:45:24 UTC, committed by Johnu George on 31 March 2019, 06:45:24 UTC
1 parent abedddc
grid-example.yaml
apiVersion: "kubeflow.org/v1alpha1"
kind: StudyJob
metadata:
namespace: kubeflow
labels:
controller-tools.k8s.io: "1.0"
name: grid-example
spec:
studyName: grid-example
owner: crd
optimizationtype: maximize
objectivevaluename: Validation-accuracy
optimizationgoal: 0.99
metricsnames:
- accuracy
parameterconfigs:
- name: --lr
parametertype: double
feasible:
min: "0.01"
max: "0.03"
- name: --num-layers
parametertype: int
feasible:
min: "2"
max: "5"
- name: --optimizer
parametertype: categorical
feasible:
list:
- sgd
- adam
- ftrl
workerSpec:
goTemplate:
templatePath: "cpuWorkerTemplate.yaml"
suggestionSpec:
suggestionAlgorithm: "grid"
suggestionParameters:
-
name: "DefaultGrid"
value: "1"
-
name: "--lr"
value: "4"
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