mirror of
https://github.com/hanzo-ml/katib.git
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Mahdi KhashanandGitHub
19db2d47d4
* move to ghcr Signed-off-by: mahdikhashan <[email protected]> * move images to ghcr Signed-off-by: mahdikhashan <[email protected]> * manifests Signed-off-by: mahdikhashan <[email protected]> * change registry in all path Signed-off-by: mahdikhashan <[email protected]> * update script Signed-off-by: mahdikhashan <[email protected]> * fix Signed-off-by: mahdikhashan <[email protected]> * fix Signed-off-by: mahdikhashan <[email protected]> * slight fix Signed-off-by: mahdikhashan <[email protected]> --------- Signed-off-by: mahdikhashan <[email protected]> Signed-off-by: Mahdi Khashan <[email protected]>
78 lines
2.5 KiB
YAML
78 lines
2.5 KiB
YAML
---
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apiVersion: v1
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kind: ConfigMap
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metadata:
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name: trial-templates
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namespace: kubeflow
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labels:
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katib.kubeflow.org/component: trial-templates
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data:
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defaultTrialTemplate.yaml: |-
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apiVersion: batch/v1
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kind: Job
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spec:
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template:
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spec:
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containers:
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- name: training-container
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image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
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command:
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- "python3"
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- "/opt/pytorch-mnist/mnist.py"
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- "--epochs=1"
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- "--batch-size=16"
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- "--lr=${trialParameters.learningRate}"
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- "--momentum=${trialParameters.momentum}"
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restartPolicy: Never
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# For ConfigMap templates double quotes must set in commands to correct parse JSON parameters in Trial Template (e.g nn_config, architecture)
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enasCPUTemplate: |-
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apiVersion: batch/v1
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kind: Job
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spec:
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template:
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spec:
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containers:
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- name: training-container
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image: ghcr.io/kubeflow/katib/enas-cnn-cifar10-cpu:latest
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command:
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- python3
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- -u
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- RunTrial.py
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- --num_epochs=1
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- "--architecture=\"${trialParameters.neuralNetworkArchitecture}\""
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- "--nn_config=\"${trialParameters.neuralNetworkConfig}\""
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restartPolicy: Never
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pytorchJobTemplate: |-
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apiVersion: kubeflow.org/v1
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kind: PyTorchJob
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spec:
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pytorchReplicaSpecs:
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Master:
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replicas: 1
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restartPolicy: OnFailure
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template:
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spec:
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containers:
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- name: pytorch
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image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
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command:
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- "python3"
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- "/opt/pytorch-mnist/mnist.py"
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- "--epochs=1"
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- "--lr=${trialParameters.learningRate}"
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- "--momentum=${trialParameters.momentum}"
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Worker:
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replicas: 2
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restartPolicy: OnFailure
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template:
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spec:
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containers:
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- name: pytorch
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image: ghcr.io/kubeflow/katib/pytorch-mnist-cpu:latest
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command:
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- "python3"
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- "/opt/pytorch-mnist/mnist.py"
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- "--epochs=1"
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- "--lr=${trialParameters.learningRate}"
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- "--momentum=${trialParameters.momentum}"
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