+++ /dev/null
-{{/*
-# Copyright 2019 Intel Corporation, Inc
-#
-# 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: extensions/v1beta1
-kind: Deployment
-metadata:
- name: {{ include "tf-serving.fullname" . }}
- labels:
- app: {{ include "tf-serving.name" . }}
- chart: {{ .Chart.Name }}-{{ .Chart.Version | replace "+" "_" }}
- release: {{ .Release.Name }}
- heritage: {{ .Release.Service | quote }}
-spec:
- replicas: 1
- selector:
- matchLabels:
- app: {{ include "tf-serving.name" . }}
- release: {{ .Release.Name }}
- modelName: {{ .Values.modelName }}
- template:
- metadata:
- labels:
- app: {{ include "tf-serving.name" . }}
- release: {{ .Release.Name }}
- modelName: {{ .Values.modelName }}
- spec:
- serviceAccountName: {{ template "tf-serving.serviceAccountName" . }}
- containers:
- - name: tf-serving
- image: "{{ .Values.image.tensorflowServing.repository }}:{{ .Values.image.tensorflowServing.tag }}"
- imagePullPolicy: {{ .Values.image.pullPolicy }}
- command:
- - "/usr/bin/tensorflow_model_server"
- args:
- - "--port={{ .Values.service.tensorflowServingPort }}"
- - "--model_name={{ .Values.modelName }}"
- - "--model_base_path={{ .Values.modelBasePath }}"
- ports:
- - name: tf-serving
- containerPort: {{ .Values.service.tensorflowServingPort }}
- protocol: TCP
- env:
- - name: AWS_ACCESS_KEY_ID
- valueFrom:
- secretKeyRef:
- name: {{ if .Values.minio.existingSecret }}{{ .Values.minio.existingSecret }}{{ else }}{{ template "tf-serving.fullname" . }}{{ end }}
- key: accesskey
- - name: AWS_SECRET_ACCESS_KEY
- valueFrom:
- secretKeyRef:
- name: {{ if .Values.minio.existingSecret }}{{ .Values.minio.existingSecret }}{{ else }}{{ template "tf-serving.fullname" . }}{{ end }}
- key: secretkey
- {{- range $key, $val := .Values.minio.environment }}
- - name: {{ $key }}
- value: {{ $val | quote }}
- {{- end}}
- readinessProbe:
- tcpSocket:
- port: tf-serving
- initialDelaySeconds: 15
- timeoutSeconds: 1
- resources:
- {{- toYaml .Values.resources | nindent 12 }}
- volumeMounts:
- - mountPath: /models
- name: models
- - name: tensorboard
- image: "{{ .Values.image.tensorboard.repository }}:{{ .Values.image.tensorboard.tag }}"
- imagePullPolicy: {{ .Values.image.pullPolicy }}
- command:
- - tensorboard
- args:
- - --logdir
- - {{ .Values.modelBasePath }}
- - --host
- - 0.0.0.0
- ports:
- - name: tensorboard
- containerPort: {{ .Values.service.tensorboardPort }}
- protocol: TCP
- env:
- - name: AWS_ACCESS_KEY_ID
- valueFrom:
- secretKeyRef:
- name: {{ if .Values.minio.existingSecret }}{{ .Values.minio.existingSecret }}{{ else }}{{ template "tf-serving.fullname" . }}{{ end }}
- key: accesskey
- - name: AWS_SECRET_ACCESS_KEY
- valueFrom:
- secretKeyRef:
- name: {{ if .Values.minio.existingSecret }}{{ .Values.minio.existingSecret }}{{ else }}{{ template "tf-serving.fullname" . }}{{ end }}
- key: secretkey
- {{- range $key, $val := .Values.minio.environment }}
- - name: {{ $key }}
- value: {{ $val | quote }}
- {{- end}}
- livenessProbe:
- httpGet:
- path: /
- port: {{ .Values.service.tensorboardPort }}
- readinessProbe:
- httpGet:
- path: /
- port: {{ .Values.service.tensorboardPort }}
- volumeMounts:
- - mountPath: /output/training_logs
- name: training-logs-volume
- resources:
- {{- toYaml .Values.resources | nindent 12 }}
- volumes:
- - name: models
- emptyDir: {}
- - name: training-logs-volume
- emptyDir: {}
- {{- with .Values.nodeSelector }}
- nodeSelector:
- {{- toYaml . | nindent 8 }}
- {{- end }}
- {{- with .Values.affinity }}
- affinity:
- {{- toYaml . | nindent 8 }}
- {{- end }}
- {{- with .Values.tolerations }}
- tolerations:
- {{- toYaml . | nindent 8 }}
- {{- end }}