fix: volume permission in kubernetes setup

kubernetes/Helm/templates/torchserve.yaml

@@ -42,17 +42,7 @@ spec:
       volumes:
       - name: persistent-storage
         persistentVolumeClaim:
-          claimName: model-store-claim
-      initContainers:
-      - name: volume-ownership
-        image: alpine:3
-        command:
-        - chown
-        - root:{{ .Values.securityContext.groupId }}
-        - {{ .Values.torchserve.pvd_mount }}
-        volumeMounts:
-        - name: persistent-storage
-          mountPath: {{ .Values.torchserve.pvd_mount }}
+          claimName: {{ .Values.persistentVolume.name }}
       containers:
       - name: torchserve
         image: {{ .Values.torchserve_image }}
@@ -73,6 +63,3 @@ spec:
             cpu: {{ .Values.torchserve.n_cpu }}
             memory: {{ .Values.torchserve.memory_limit }}
             nvidia.com/gpu: {{ .Values.torchserve.n_gpu }}
-          requests:
-            cpu: {{ .Values.torchserve.n_cpu }}
-            memory: {{ .Values.torchserve.memory_request }}

kubernetes/Helm/values.yaml

@@ -9,13 +9,12 @@ torchserve:
   inference_port: 8080
   metrics_port: 8082
   pvd_mount: /home/model-server/shared/
-  n_gpu: 1
-  n_cpu: 1
-  memory_limit: 4Gi
-  memory_request: 1Gi
+  n_gpu: 4
+  n_cpu: 16
+  memory_limit: 32Gi
 
 deployment:
   replicas: 1
 
-persitant_volume:
-  size: 1Gi
+persistentVolume:
+  name: efs-claim