example/tensorflow-notebook/tensorflow-notebook.yaml (54 lines of code) (raw):
# Copyright 2017 Google Inc. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
---
apiVersion: v1
kind: Service
metadata:
name: tf-notebook
labels:
app: tf-notebook
spec:
type: LoadBalancer
ports:
- port: 80
name: http
targetPort: 8888
selector:
app: tf-notebook
---
apiVersion: apps/v1beta1
kind: StatefulSet
metadata:
name: tf-notebook
spec:
serviceName: "tf-notebook"
replicas: 1
template:
metadata:
labels:
app: tf-notebook
spec:
tolerations:
- key: nvidia.com/gpu
effect: NoSchedule
securityContext:
fsGroup: 0
containers:
- name: tf-notebook
image: gcr.io/kubeflow/tensorflow-notebook-cpu:v1
resources:
# limits:
# nvidia.com/gpu: 1 # Number of GPUs
requests:
cpu: 1
memory: 1Gi
ports:
- containerPort: 8888
name: notebook
volumeMounts:
- name: stateful
mountPath: /home/jovyan/stateful
volumeClaimTemplates:
- metadata:
name: stateful
spec:
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: 1Gi