kubeflow

https://github.com/ksonnet

install ksonnet

macos

brew install ksonnet/tap/ks

linux

wget https://github.com/ksonnet/ksonnet/releases/download/v0.8.0/ks-linux-amd64

install kubeflow

ks init my-kubeflow
cd my-kubeflow
ks registry add kubeflow github.com/google/kubeflow/tree/master/kubeflow
ks pkg install kubeflow/core
ks pkg install kubeflow/tf-serving
ks pkg install kubeflow/tf-job
ks generate core kubeflow-core --name=kubeflow-core

define env

minikube

kubectl config use-context minikube
ks env add minikube
ks apply minikube -c kubeflow-core

gke

kubectl config use-context gke
ks env add gke
ks apply gke -c kubeflow-core

access

kubectl port-forward tf-hub-0 8100:8000

training job 训练作业

ks generate tf-cnn cnn --name=cnn ks apply minikube -c cnn

查看训练列表

ks prototype list tf-job ks param set --env=gke cnn num_gpus 1 ks param set --env=gke cnn num_workers 1 ks apply gke -c cnn