Revision 62ba150ee95c6b548280941772862520912d9da4 authored by garganubhav on 12 March 2019, 00:18:34 UTC, committed by garganubhav on 12 March 2019, 00:18:34 UTC
1 parent 770a0c4
hypb-example.yaml
apiVersion: "kubeflow.org/v1alpha1"
kind: StudyJob
metadata:
namespace: kubeflow
labels:
controller-tools.k8s.io: "1.0"
name: hypb-example
spec:
studyName: hypb-example
owner: crd
optimizationtype: maximize
objectivevaluename: Validation-accuracy
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
- name: --num-epochs
parametertype: int
feasible:
min: "20"
max: "20"
workerSpec:
goTemplate:
templatePath: "cpuWorkerTemplate.yaml"
suggestionSpec:
suggestionAlgorithm: "hyperband"
suggestionParameters:
-
name: "ResourceName"
value: "--num-epochs"
-
name: "eta"
value: "3"
-
name: "r_l"
value: "9"
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