inference_server_resnet50.yaml

apiVersion: apps/v1
kind: Deployment
metadata:
 name: inference-server-resnet50
 namespace: mlplatform
spec:
 selector:
   matchLabels:
     run: inference-server-resnet50
 replicas: 1
 template:
   metadata:
     labels:
       run: inference-server-resnet50
   spec:
     containers:
     - name: inference-server
       image: inference-server:latest
       imagePullPolicy: Never
       env:
        - name: MODEL_REGISTRY_HOST
          value: model-registry
        - name: MODEL_REGISTRY_PORT
          value: "8080"          
        - name: MODEL_NAME
          value: resnet50
        - name: MODEL_VERSION
          value: "2"
        - name: MODEL_TYPE
          value: pytorch_vision
        - name: MODEL_FILES_PATH
          value: model-files
        - name: LOG_FILE_PATH
          value: logs
        - name: DEPLOYMENT
          value: TEST
        - name: CAN_START_EMPTY
          value: "False"                      
       ports:
       - containerPort: 8080
       volumeMounts:
         - name: registry-volume
           mountPath: /usr/src/app/model-files
         - name: log-volume
           mountPath: /usr/src/app/logs           
     volumes:
      - name: registry-volume
        hostPath:
          path: /data/model-files
          type: DirectoryOrCreate
      - name: log-volume
        hostPath:
          path: /data/logs
          type: DirectoryOrCreate